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<front>
<journal-meta>
<journal-id journal-id-type="index">719</journal-id>
<journal-title-group>
<journal-title specific-use="original" xml:lang="es">MedUNAB</journal-title>
<abbrev-journal-title abbrev-type="publisher" xml:lang="es">MedUNAB</abbrev-journal-title>
</journal-title-group>
<issn pub-type="ppub">0123-7047</issn>
<issn pub-type="epub">2382-4603</issn>
<publisher>
<publisher-name>Universidad Autónoma de Bucaramanga</publisher-name>
<publisher-loc>
<country>Colombia</country>
<email>medunab@unab.edu.co</email>
</publisher-loc>
</publisher>
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<article-meta>
<article-id pub-id-type="art-access-id" specific-use="redalyc">71983381002</article-id>
<article-id pub-id-type="doi">10.29375/01237047.5107</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Artículo Original</subject>
</subj-group>
</article-categories>
<title-group>
<article-title xml:lang="en">Relation of frailty and polypharmacy on cognitive impairment in Chilean Older Adults</article-title>
<trans-title-group>
<trans-title xml:lang="es">Relación entre la fragilidad y la polifarmacia en el deterioro cognitivo de los adultos mayores chilenos</trans-title>
</trans-title-group>
<trans-title-group>
<trans-title xml:lang="pt">Relação entre fragilidade e polifarmácia no declínio cognitivo de idosos chilenos</trans-title>
</trans-title-group>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7132-991X</contrib-id>
<name name-style="western">
<surname>Arauna</surname>
<given-names>Diego</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<email>darauna@utalca.cl</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5296-1215</contrib-id>
<name name-style="western">
<surname>Navarrete</surname>
<given-names>Simón</given-names>
</name>
<xref ref-type="aff" rid="aff2"/>
<email>snavarretep@utalca.cl</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7902-6905</contrib-id>
<name name-style="western">
<surname>Molina</surname>
<given-names>Nacim</given-names>
</name>
<xref ref-type="aff" rid="aff3"/>
<email>nacim.molina@gmail.com</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-9459-2831</contrib-id>
<name name-style="western">
<surname>Reyes</surname>
<given-names>Lemuel</given-names>
</name>
<xref ref-type="aff" rid="aff4"/>
<email>lemuel.reyes.b@gmail.com</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7688-9166</contrib-id>
<name name-style="western">
<surname>Rojas</surname>
<given-names>Juan Pablo</given-names>
</name>
<xref ref-type="aff" rid="aff5"/>
<email>jprojasburgos@gmail.com</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0099-4108</contrib-id>
<name name-style="western">
<surname>Fuentes</surname>
<given-names>Eduardo</given-names>
</name>
<xref ref-type="aff" rid="aff6"/>
<email>edfuentes@utalca.cl</email>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9618-8778</contrib-id>
<name name-style="western">
<surname>Palomo</surname>
<given-names>Iván</given-names>
</name>
<xref ref-type="corresp" rid="corresp1"/>
<xref ref-type="aff" rid="aff7"/>
<email>ipalomo@utalca.cl</email>
</contrib>
</contrib-group>
<aff id="aff1">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University Of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<aff id="aff2">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<aff id="aff3">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<aff id="aff4">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<aff id="aff5">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<aff id="aff6">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<aff id="aff7">
<institution content-type="original">Thrombosis Research Center, Medical Technology School. Department of Clinical Biochemistry and Immunohaematology, Faculty of Health Sciences, Universidad de Talca. Talca, Chile</institution>
<country country="CL">Chile</country>
<institution-wrap>
<institution content-type="orgname">University of Talca</institution>
<institution-id institution-id-type="ror">https://ror.org/01s4gpq44</institution-id>
</institution-wrap>
</aff>
<author-notes>
<corresp id="corresp1">
<email>
<underline>ipalomo@utalca.cl</underline>
</email>
</corresp>
</author-notes>
<pub-date pub-type="epub-ppub">
<season>August-November</season>
<year>2025</year>
</pub-date>
<volume>28</volume>
<issue>2</issue>
<fpage>289</fpage>
<lpage>300</lpage>
<history>
<date date-type="received" publication-format="dd mes yyyy">
<day>22</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted" publication-format="dd mes yyyy">
<day>01</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">
<ali:license_ref>https://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref>
<license-p>Esta obra está bajo una Licencia Creative Commons Atribución-NoComercial-SinDerivar 4.0 Internacional.</license-p>
</license>
</permissions>
<self-uri content-type="html" xlink:href="https://revistas.unab.edu.co/index.php/medunab/article/view/5107">https://revistas.unab.edu.co/index.php/medunab/article/view/5107</self-uri>
<self-uri content-type="pdf" xlink:href="https://revistas.unab.edu.co/index.php/medunab/article/view/5107/4247">https://revistas.unab.edu.co/index.php/medunab/article/view/5107/4247</self-uri>
<self-uri content-type="xml" xlink:href="https://revistas.unab.edu.co/index.php/medunab/article/view/5107/4313">https://revistas.unab.edu.co/index.php/medunab/article/view/5107/4313</self-uri>
<abstract xml:lang="en">
<title>Abstract</title>
<p>
<bold>Introduction</bold>
<bold>. </bold>The accelerated aging of the population increases the risk of the appearance of geriatric complications, such as cognitive damage. This damage has been related to frailty syndrome and polypharmacy in European cohorts, however, its relationship has not been fully clarified in Latin- American older people. This study aimed to evaluate the relationship between cognitive impairment, polypharmacy, and the frailty syndrome in Chilean older adults. <bold>Methodology</bold>
<bold>. </bold>The investigation was designed as a cross-sectional study. The total of participants was 1,205 older adults, 65 years old and older. The presence or frailty was determined according to Fried Criteria. Polypharmacy status was evaluated employing a validated questionnaire conducted by a trained interviewer. The cognitive state was determined by the Mini-Mental State Examination. <bold>Results</bold>
<bold>. </bold>The prevalence of cognitive impairment in the studied tranversal was 19%. Older adults with cognitive impairment had a higher frailty score (2.39±1.45, p&lt;0.001), a higher prevalence of frailty, and a higher prevalence of polypharmacy (45.6%, p=0.0016) compared to older adults with normal cognition. The frailty criteria weight loss (OR: 1.88, CI= 1.22-2.90, p=0.004), exhaustion (OR: 2.66, CI= 1.89-3.76, p&lt;0.001), slowness (OR: 2.10, p&lt;0.001), and low physical activity (OR: 1.59, p=0.009) were associated with cognitive impairment, however, the weakness criteria did not present a significant association (OR: 1.29, CI=0.94-1.80, p=0.119). <bold>Discussion</bold>
<bold>. </bold>Cognitive impairment was present in 19% of aged and was related to aging, lower educational level, living alone, frailty, and polypharmacy. <bold>Conclusions</bold>
<bold>. </bold>Interventional strategies targeting frailty and excess consumption of medications may be a promising approach to prevent cognitive impairment.</p>
</abstract>
<trans-abstract xml:lang="es">
<title>Resumen</title>
<p>
<bold>Introducción. </bold>El envejecimiento acelerado de la población aumenta el riesgo de aparición de complicaciones geriátricas, como el deterioro cognitivo. Este deterioro se ha relacionado con el síndrome de fragilidad y la polifarmacia en cohortes europeas; sin embargo, su relación no se ha aclarado completamente en las personas mayores latinoamericanas. El objetivo de este estudio fue evaluar la relación entre el deterioro cognitivo, la polifarmacia y el síndrome de fragilidad en adultos mayores chilenos. <bold>Metodología. </bold>El estudio se diseñó como un estudio transversal. El total de participantes fue de 1205 adultos mayores, de 65 años o más. La presencia de fragilidad se determinó según los criterios de Fried. El estado de polifarmacia se evaluó mediante un cuestionario validado realizado por un entrevistador capacitado. El estado cognitivo se determinó mediante el Mini-Mental. <bold>Resultados. </bold>La prevalencia del deterioro cognitivo en el estudio transversal fue del 19%. Los adultos mayores con deterioro cognitivo tenían una puntuación de fragilidad más alta (2.39 ± 1.45, p &lt; 0.001), una mayor prevalencia de fragilidad y una mayor prevalencia de polifarmacia (45.6%, p = 0.0016) en comparación con los adultos mayores con cognición normal. Los criterios de fragilidad pérdida de peso (OR: 1.88, IC = 1.22-2.90, p = 0.004), agotamiento (OR: 2.66, IC = 1.89-3.76, p&lt;0.001), lentitud (OR: 2.10, p&lt;0.001) y baja actividad física (OR: 1.59, p=0.009) se asociaron con deterioro cognitivo; sin embargo, los criterios de debilidad no presentaron una asociación significativa (OR: 1.29, IC=0.94-1,80, p=0.119). <bold>Discusión. </bold>El deterioro cognitivo estaba presente en el 19% de las personas mayores y estaba relacionado con el envejecimiento, el bajo nivel educativo, el hecho de vivir solo, la fragilidad y la polifarmacia. <bold>Conclusiones. </bold>Las estrategias de intervención dirigidas a la fragilidad y al consumo excesivo de medicamentos pueden ser un enfoque prometedor para prevenir el deterioro cognitivo.</p>
</trans-abstract>
<trans-abstract xml:lang="pt">
<title>Resumo</title>
<p>
<bold>Introdução</bold>. O envelhecimento acelerado da população aumenta o risco de complicações geriátricas, como o declínio cognitivo. Esse declínio tem sido associado à síndrome de fragilidade e à polifarmácia em grupos europeus; no entanto, sua relação ainda não foi totalmente esclarecida em idosos latino-americanos. O objetivo deste estudo foi avaliar a relação entre o declínio cognitivo, a polifarmácia e a síndrome de fragilidade em idosos chilenos. <bold>Metodologia. </bold>O estudo foi delineado como um estudo transversal. O total de participantes foi de 1205 idosos, com 65 anos ou mais. A presença de fragilidade foi determinada de acordo com os critérios de Fried. O estado de polifarmácia foi avaliado através de um questionário validado, realizado por um entrevistador treinado. O estado cognitivo foi determinado através do Mini-Mental. <bold>Resultados. </bold>A prevalência de declínio cognitivo no estudo transversal foi de 19%. Os idosos com declínio cognitivo apresentaram uma pontuação de fragilidade mais elevada (2.39 ± 1.45, p &lt; 0.001), maior prevalência de fragilidade e maior prevalência de polifarmácia (45.6%, p = 0.0016) em comparação com os idosos com cognição normal. Os critérios de fragilidade perda de peso (OR: 1.88, IC = 1.22-2.90, p = 0.004), exaustão (OR: 2.66, IC = 1.89- 3.76, p&lt;0.001), lentidão (OR: 2.10, p&lt;0.001) e baixa atividade física (OR: 1.59, p=0.009) foram associados ao declínio cognitivo; no entanto, os critérios de fraqueza não apresentaram associação significativa (OR: 1.29, IC=0.94-1.80, p=0.119). <bold>Discussão. </bold>O declínio cognitivo estava presente em 19% dos idosos e estava relacionado com o envelhecimento, o baixo nível de escolaridade, o fato de viver sozinho, a fragilidade e a polifarmácia. <bold>Conclusões. </bold>As estratégias de intervenção direcionadas à fragilidade e ao consumo excessivo de medicamentos podem ser uma abordagem promissora para prevenir o declínio cognitivo.</p>
</trans-abstract>
<kwd-group xml:lang="en">
<title>Keywords</title>
<kwd>Frailty</kwd>
<kwd>Polypharmacy</kwd>
<kwd>Aging</kwd>
<kwd>Aged</kwd>
<kwd>Cognitive Aging</kwd>
<kwd>Mental Status and Dementia Tests</kwd>
<kwd>Cross- Sectional Studies</kwd>
<kwd>Geriatrics</kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>Palabras clave</title>
<kwd>Fragilidad</kwd>
<kwd>Polifarmacia</kwd>
<kwd>Envejecimiento</kwd>
<kwd>Anciano</kwd>
<kwd>Envejecimiento Cognitivo</kwd>
<kwd>Pruebas de Estado Mental y Demencia</kwd>
<kwd>Estudios transversales</kwd>
<kwd>Geriatría</kwd>
</kwd-group>
<kwd-group xml:lang="pt">
<title>Palavras-chave</title>
<kwd>Fragilidade</kwd>
<kwd>Polimedicação</kwd>
<kwd>Envelhecimento</kwd>
<kwd>Idoso</kwd>
<kwd>Envelhecimento Cognitivo</kwd>
<kwd>Testes de Estado Mental e Demência</kwd>
<kwd>Estudos Transversais</kwd>
<kwd>Geriatria</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="66"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>How to reference.</meta-name>
<meta-value>Arauna D, Navarrete S, Molina N, Reyes L, Rojas JP, Fuentes E, et al. Relation of frailty and polypharmacy on cognitive impairment in Chilean Older Adults. MedUNAB [Internet]. 2025;28(2):289-300. doi: <underline>https://doi.org/10.29375/01237047.5107</underline>
</meta-value>
</custom-meta>
<custom-meta>
<meta-name>Author Contributions</meta-name>
<meta-value>
<bold>DA, SN, NM. </bold>Data curation and writing-original draft preparation. <bold>DA, SN, IP. </bold>Methodology, figures and software. <bold>DA, JR, LR. </bold>Visualization and investigation. <bold>EF </bold>and <bold>IP. </bold>Supervision. <bold>IP, EF, </bold>and <bold>DA. </bold>Validation. <bold>DA, SN. </bold>writing-reviewing and editing. All authors reviewed the manuscript.</meta-value>
</custom-meta>
</custom-meta-group>
<custom-meta-group>
<custom-meta>
<meta-name>redalyc-journal-id</meta-name>
<meta-value>719</meta-value>
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</front>
<body>
<sec sec-type="intro">
<title>
<bold>Introduction</bold>
</title>
<p>The percentage of people aged 60 years or older is increasing significantly worldwide. According to World Health Organization (WHO) data, in developed countries, this population comprises between 20 and 30% of the total population <xref ref-type="bibr" rid="redalyc_71983381002_ref1">(1).</xref> In Chile, the population of 65 years or older is 11.9%<xref ref-type="bibr" rid="redalyc_71983381002_ref2"> (2).</xref> By 2050, it is estimated that there will be approximately 25% of people 65 years or older <xref ref-type="bibr" rid="redalyc_71983381002_ref3">(3). </xref>The aging of the population is a relevant issue since it represents a considerable challenge for the health systems in the country and the world <xref ref-type="bibr" rid="redalyc_71983381002_ref4">(4).</xref> Aging is known to be a risk factor strongly related to chronic diseases and cognitive impairment <xref ref-type="bibr" rid="redalyc_71983381002_ref5">(5</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref6">6).</xref> The cognitive functions include a range of intellectual processes such as memory, language, visual and spatial processing, abstract thinking, and perception of external stimuli, critical determinants of the quality of life and health of the elderly <xref ref-type="bibr" rid="redalyc_71983381002_ref7">(7</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref8">-</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref9">9)</xref>. The deterioration process of one or several of these capacities is defined as cognitive impairment and ranges from mild cognitive impairment to dementia <xref ref-type="bibr" rid="redalyc_71983381002_ref10">(10,</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref11">11)</xref>. In different countries in America, Europe, and Asia, the most used surveillance tool is the Mini-Mental State Examination (MMSE) <xref ref-type="bibr" rid="redalyc_71983381002_ref12">(12)</xref>, which is executed within preventive medicine programs for the elderly <xref ref-type="bibr" rid="redalyc_71983381002_ref13">(1</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref14">3-</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref15">15)</xref>. Cognitive impairment is more prevalent in older people, observing a global prevalence of close to 19% in this age group. In contrast, in countries such as Spain and Chile, the prevalence of close to 18% and 26% are observed, respectively <xref ref-type="bibr" rid="redalyc_71983381002_ref16">(1</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref17">6-</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref18">18)</xref>.</p>
<p>Early identification of frailty syndrome is relevant since it has been widely one of the leading causes of disability and dependence in low and middle-income countries and has currently been identified as a critical risk factor in the development of cognitive impairment and polypharmacy <xref ref-type="bibr" rid="redalyc_71983381002_ref18">(1</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref19">8</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref20">-2</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref21">1)</xref>. Frailty predisposes individuals to a range of adverse health events, including hospitalization (1.2- 1.8 times), falls and fractures (1.2-2.8 times), disability in performing activities of daily living (1.6-2.9 times), and mortality (1.8-2.3 times)<xref ref-type="bibr" rid="redalyc_71983381002_ref22"> (22,</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref23">23</xref>). Although there is not a consensus operational definition for frailty, the one proposed by Fried is widely used as Physical Frailty</p>
<p>
<xref ref-type="bibr" rid="redalyc_71983381002_ref24">(24).</xref> Different studies suggest that frailty syndrome is associated with cognitive impairment, emerging the concept of cognitive frailty <xref ref-type="bibr" rid="redalyc_71983381002_ref25">(25</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref26">26); </xref>however, more extensive studies are needed in South American cohorts due to genetic and sociodemographic differences from European cohorts <xref ref-type="bibr" rid="redalyc_71983381002_ref27">(2</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref28">7</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref29">-3</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref30">0)</xref>. In this context of interaction between the process of cognitive damage and frailty in older people, the relevance of different mediating factors has emerged, with polypharmacy being a key point <xref ref-type="bibr" rid="redalyc_71983381002_ref31">(31</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref32">- 3</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref33">3)</xref>. Polypharmacy is defined as the daily consumption of 5 or more different medications and is strongly associated with a higher risk of hospitalization, mortality, and frailty <xref ref-type="bibr" rid="redalyc_71983381002_ref34">(34</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref35">-3</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref36">6)</xref>. This way, was carried out the current study to evaluate the relationship of the risk factors of “cognitive impairment” and “polypharmacy” with the frailty syndrome in a representative cohort of Chilean older people.</p>
<p>The relevance of different mediating factors has emerged, with polypharmacy being a key point, that is strongly associated with a higher risk of frailty.</p>
<p>
<bold>Methodology</bold>
</p>
<p>
<bold>
<italic>Study design</italic>
</bold>
</p>
<p>A cross-sectional study design was used to assess the relation of frailty and polypharmacy on cognitive impairment in Chilean Older Adults.</p>
<p>
<bold>
<italic>Participants</italic>
</bold>
</p>
<p>The individuals studied participated in an investigation conducted by the Interdisciplinary Excellence Research Program on Healthy Aging (PIEI-ES) <xref ref-type="bibr" rid="redalyc_71983381002_ref37">(37)</xref>. Briefly, this cross-sectional study was conducted between September 2016 and October 2017 in healthcare centers in the Maule Region in central Chile. The total sample was 1,205 older adults. The sample size calculation was made considering a significance level of 0.05 (two- sided), 80% power, loss to follow-up rate of 20%, and a prevalence of frailty syndrome in Chile of approximately 22%. The inclusion criteria were an age of 65 years or more, and the exclusion criteria were the inability to walk or talk and the presence of neurodegenerative disease (dementia, Parkinson’s disease, and others) or terminal illness. All participants signed informed consent. All subjects underwent a standardized evaluation that included interviews and physical examinations. This study was approved by the Scientific Ethics Committee from the University of Talca.</p>
<p>
<bold>
<italic>Evaluation of Cognitive Function</italic>
</bold>
</p>
<p>The cognitive state of the subjects was evaluated using a short version of the MMSE developed by Folstein et al. in 1975 and validated in Chile <xref ref-type="bibr" rid="redalyc_71983381002_ref12">(12</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref38">38)</xref>. This version is used in the annual preventive medicine examination for people 65 years and older applied in primary health care centers in Chile <xref ref-type="bibr" rid="redalyc_71983381002_ref39">(39). </xref>Briefly, this questionnaire consists of 6 sections to assess: 1) temporal and spatial orientation; 2) short-term memory; 3) attention, concentration, abstraction, understanding, memory, and intelligence; 4) ability to follow instructions; 5) long-term memory, and 6) constructive visual capacity. The total positive score of this abbreviated MMSE is 19 points, a total score of 19/19 points represents the highest possible score, suggests no evidence of cognitive impairment. According to the instrument, a score ≤13 was considered altered cognition, and a score ≥14 was normal cognition. With this cut-off point, was stratified the cohort into two groups: normal cognition (score ≥14 in MMSE) and altered cognition (score ≤13 in MMSE). MMSE consists of a questionnaire that assesses orientation, attention, memory, language, and visual-spatial skills <xref ref-type="bibr" rid="redalyc_71983381002_ref12">(12</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref40">40).</xref> It consists of 11 items, concentrating only on cognitive aspects such as temporal and spatial orientation, immediate and delayed recall of 3 words, attention or calculation, the nomination of 2 objects, repetition of a sentence, understanding of a verbal and a written command, writing of a sentence and a copy of a diagram <xref ref-type="bibr" rid="redalyc_71983381002_ref12">(12,</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref13">13)</xref>.</p>
<p>
<bold>
<italic>Diagnosis of Frailty Syndrome</italic>
</bold>
</p>
<p>The diagnosis of frailty syndrome was determined by Fried et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref24">(24).</xref> It was based on the presence or absence of slowness, weakness, weight loss, exhaustion, and low physical activity. Briefly, slowness was defined according to a cut-off (&lt;0.8 m/s) on three-meter walking at the usual place, adjusted for sex and height. To assess weakness, strength was measured with an Electronic Handgrip Dynamometer (Camry, City Industry, USA), according to a sex-specific cut-off (male &lt; 27 kg, female &lt; 15 kg)<xref ref-type="bibr" rid="redalyc_71983381002_ref42">(42). </xref>Unintentional weight loss was defined as self-reported loss of at least 5 kg in the previous six months. Exhaustion was classified when participants provided a positive answer to any of the following two questions from the Center for Epidemiological Studies Depression Scale: “I felt that anything I did was a big effort” and “I felt that I could not keep on doing things” at least 3 to 4 days a week”. Finally, low physical activity was defined by difficulty walking using two questions “Do you have difficulty walking a block?” or “Do you have difficulty climbing several flights of stairs without resting?”. Subjects were classified as frail if they met three or more of these components, pre-frail if subjects met one or two components, and non-frail or robust if none of the components was present <xref ref-type="bibr" rid="redalyc_71983381002_ref42">(42)</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref41">.</xref>
</p>
<p>
<bold>
<italic>Determination of Polypharmacy</italic>
</bold>
</p>
<p>Data about polypharmacy was collected through an interview as previously described<xref ref-type="bibr" rid="redalyc_71983381002_ref43"> (43)</xref>. A pre-trained interviewer asked the subject, “How many different drugs do you use prescribed by a doctor?”. If the patient did not know his/her pharmacological treatment, a relative or caregiver responsible for the elderly person was contacted by telephone. The interviewer also asked the subject, “From the following list of drugs, which ones do you consume?”. Was categorized the total amount of drugs consumed into three categories: non- polypharmacy (0–4 drugs), polypharmacy (5–9 drugs), and hyperpolypharmacy (10 or more drugs), as described by Gnjidic et al.<xref ref-type="bibr" rid="redalyc_71983381002_ref44"> (44)</xref>.</p>
<p>
<bold>
<italic>Statistical analyses</italic>
</bold>
</p>
<p>Data obtained was analyzed using the SPSS Statistics software version 17 (SPSS Inc., Chicago, Ill., USA). Continuous variables were expressed as mean ± SD and 95% CI, and categorical variables were expressed as percentages and a 95% confidence interval (CI). In the analysis of differences between groups, the chi- squared test was used to assess for potential differences in categorical variables, and the Student-T test or the Mann-Whitney U test, as appropriate, to evaluate for possible differences in continuous variables between subgroups. Continuous variables were grouped to create ordinal categorical (binary) variables. Logistic regression models were performed to analyze the association between frailty and the studied variables, unadjusted and adjusted for age and gender. Potential multicollinearity was evaluated in regression analysis (tolerance &gt;0.10 and variance inflation factor &lt; 4). The two-tailed p-values lower than 0.05 were considered statistically significant.</p>
<p>
<bold>
<italic>Results</italic>
</bold>
</p>
<p>As shown in <bold>
<xref ref-type="table" rid="gt1">Table 1</xref>
</bold>, the study sample consisted of 1205 individuals with an average age of 73 ± 5.9 years, where 68% were women. According to MMSE classification, the sample was divided into two groups: the normal cognitive group (67.2% women) and the impaired cognitive group (69.9% women). No difference was observed in the male/female proportion between the groups the altered cognition group was older (75.9 ± 6.5 years old) compared to the normal cognition group (72.7 ± 5.6 years old; p&lt;0.0001). Also, the altered cognition group had a shorter education (5.9 ± 4.0 years) compared to the normal cognition group (7.5 ± 4.4 years; p&lt;0.0001). In the altered cognition group, was observed a higher proportion (32.3%) of patients living alone compared to the normal cognition group (23.8%; p=0.0089). According to the area of residence, 76.8% of older adults with normal cognition live in urban areas, while 23.2% live in rural areas. Concerning the altered cognition group, 79.9% live in the urban area and 19.1% in the rural area (p=0.3352). According to frailty status, considerable differences are observed. The normal cognition group presents 41.8% of non-frail people, 40.1% of pre-frail persons, and 18.1% of frail people The altered cognition group showed a decrease in the prevalence of non-frail people (14.9%)(p&lt;0.0001) and an increase in the presence of pre-frail people (33.3%) (p=0.0596) and frail people (51.8%)(p&lt;0.0001).</p>
<p>
<table-wrap id="gt1">
<label>Table 1. Characteristics of the population under study according to the cognitive state by MMSE.</label>
<caption>
<title>
<bold>
<xref ref-type="table" rid="gt1">Table 1</xref>. </bold>Characteristics of the population under study according to the cognitive state by MMSE.</title>
<p>Fisher exact test was used to assess differences in proportions. Mann-Whitney test was used to assess differences in means. The bold text indicates a statistically significant difference between groups.</p>
</caption>
<alt-text>Table 1. Characteristics of the population under study according to the cognitive state by MMSE. Table 1. Characteristics of the population under study according to the cognitive state by MMSE.</alt-text>
<alternatives>
<graphic xlink:href="71983381002_gt2.png" position="anchor" orientation="portrait"/>
<table style="width:503.05pt;border-collapse:collapse;  " id="gt2-526564616c7963">
<thead style="display:none;">
<tr style="display:none;">
<th style="display:none;"/>
</tr>
</thead>
<tbody>
<tr style="height:31.5pt">
<td style="width:503.05pt;padding:0cm 3.5pt 0cm 3.5pt;   height:31.5pt" colspan="5">
<bold>Table 1. Characteristics of the population under study according to the cognitive state by MMSE.</bold>
</td>
</tr>
<tr style="height:31.5pt">
<td style="background-color: #00B0F0; width:184.6pt;   padding:0cm 3.5pt 0cm 3.5pt;height:31.5pt" rowspan="2">
<bold>Characteristics</bold>
<bold/>
</td>
<td style="background-color: #00B0F0; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:31.5pt" rowspan="2">
<bold>Total</bold>
<bold> sample (n=1205)</bold>
</td>
<td style="background-color: #00B0F0; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:31.5pt">
<bold>Normal cognition</bold>
</td>
<td style="background-color: #00B0F0; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:31.5pt">
<bold>Altered</bold>
<bold> cognition</bold>
</td>
<td style="background-color: #00B0F0; width:45.9pt;   padding:0cm 3.5pt 0cm 3.5pt;height:31.5pt" rowspan="2">
<bold>P-value</bold>
</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #00B0F0; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">
<bold>(n=976)</bold>
</td>
<td style="background-color: #00B0F0; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">
<bold>(n=229)</bold>
</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Gender [%, 95% CI] </td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:45.9pt;border:none;border-bottom:   solid #F2F2F2 1.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt" rowspan="3">0.4799</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Male</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">32 (29.7–35.0)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">32.8 (29.9-35.8)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">30.1 (24.6-36.4)</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Female</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">68 (65.0–70.4)</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">67.2 (64.2-70.1)</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">69.9 (63.6-75.4)</td>
</tr>
<tr style="height:18.0pt">
<td style="background-color: #DAE9F8; width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:18.0pt">Age (years) [Mean (SD)]</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:18.0pt">73.0 ± 5.9</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:18.0pt">72.7 ± 5.6</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:18.0pt">75.9 ± 6.5</td>
<td style="background-color: #DAE9F8; width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:18.0pt">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Years of Education [Mean (SD)]</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">7.2±4.4</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">7.5 ± 4.4</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">5.9 ± 4.0</td>
<td style="width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Living alone, [%, 95% CI]</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">24 (21.8–26.8)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">23.8 (21.2-26.5)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">32.3 (20.9-32.3)</td>
<td style="background-color: #DAE9F8; width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">0.0089</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Residence Area [%, 95% CI]</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:45.9pt;border:none;border-bottom:   solid #F2F2F2 1.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt" rowspan="3">0.3352</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Urban</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">77 (74.9–79.8)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">76.8 (74.1-79.4)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">79.9 (74.2-84.6)</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Rural</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">23 (20.2–25.0)</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">23.2 (20.6-25.9)</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">19.1 (15.4-25.8)</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Prevalence of Frailty [%, 95% CI]</td>
<td style="background-color: #DAE9F8; width:90.85pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt"/>
<td style="background-color: #DAE9F8; width:90.85pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt"/>
<td style="background-color: #DAE9F8; width:90.85pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt"/>
<td style="background-color: #DAE9F8; width:45.9pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt"/>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Non-frail</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">36.5 (33.8-39.3)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">41.8 (38.6-44.7)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">14.9 (10.9-20.1)</td>
<td style="background-color: #DAE9F8; width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Pre-frail</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">38.9 (36.2-41.7)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">40.1 (37.1-43.3)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">33.3 (27.5-39.7)</td>
<td style="background-color: #DAE9F8; width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">0.0596</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Frail</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">24.6 (22.2-27.1)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">18.1 (15.9-20.7)</td>
<td style="background-color: #DAE9F8; width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">51.8 (45.3-58.2)</td>
<td style="background-color: #DAE9F8; width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Polypharmacy status [%, 95% CI]</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Non-polypharmacy</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">60.4 (57.6-63.1)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">62.5 (59.4-65.5)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">50.9 (44.4-57.3)</td>
<td style="width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"> 0.0016</td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Polypharmacy</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">37.6 (34.9-40.4)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">35.9 (32.9-38.9)</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">45.6 (39.3-52.1)</td>
<td style="width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"> 0.0063</td>
</tr>
<tr style="height:18.75pt">
<td style="width:184.6pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:18.75pt">Hyper-polypharmacy</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:18.75pt">2.0 (1.3-2.9)</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:18.75pt">1.6 (1.0-2.7)</td>
<td style="width:90.85pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:18.75pt">3.5 (1.8-6.8)</td>
<td style="width:45.9pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:18.75pt"> 0.1084</td>
</tr>
<tr style="height:31.5pt">
<td style="width:503.05pt;padding:0cm 3.5pt 0cm 3.5pt;   height:31.5pt" colspan="5">Fisher exact test was used to assess differences in proportions. Mann-Whitney test was used to assess differences in means. The bold text indicates a statistically significant difference between groups. </td>
</tr>
<tr style="height:15.75pt">
<td style="width:184.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">
<bold>Source</bold>
<bold>:</bold> prepared by authors<bold/>
</td>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:90.85pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:45.9pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>
<bold>Source</bold>
<bold>: </bold>prepared by authors</attrib>
</table-wrap>
</p>
<p>Regarding polypharmacy status, the normal cognition group presented a prevalence of 62.5% of people without polypharmacy, 35.9% of people with polypharmacy, and 1.6% of people with hyper-polypharmacy. The altered cognition group presents a decrease in the prevalence of non-polypharmacy status (50.9%)(p=0.0016) and an increase in the prevalence of polypharmacy status (45.6%) (p=0.0063) and hyper-polypharmacy status (3.5%) (p=0.1084).</p>
<p>
<bold/>
<xref ref-type="fig" rid="gf1">
<bold>Figure 1</bold>
</xref>shows the frailty score in older adults with and without cognitive impairment. It is observed that those elderly with cognitive impairment have a higher frailty score (2.39±1.45) than those without cognitive impairment (1.18±1.26) with this difference being statistically significant (p &lt;0.0001). The prevalence of altered cognition increases following the increase of positivity of frailty criteria, suggesting a possible correlation.</p>
<p>
<fig id="gf1">
<label>
<bold>Figure 1. </bold>Frailty score in older adults with and without cognitive impairment. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by the Whitney Test. ****, p&lt;0.0001. The bars represent the median and interquartile range.</label>
<caption>
<title>
<bold>
<xref ref-type="fig" rid="gf1">Figure 1.</xref>
</bold>Frailty score in older adults with and without cognitive impairment. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by the Whitney Test. ****, p&lt;0.0001. The bars represent the median and interquartile range.</title>
</caption>
<alt-text>Figure 1. Frailty score in older adults with and without cognitive impairment. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by the Whitney Test. ****, p&lt;0.0001. The bars represent the median and interquartile range. Figure 1. Frailty score in older adults with and without cognitive impairment. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by the Whitney Test. ****, p&lt;0.0001. The bars represent the median and interquartile range.</alt-text>
<graphic xlink:href="71983381002_gf2.png" position="anchor" orientation="portrait">
<alt-text>Figure 1. Frailty score in older adults with and without cognitive impairment. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by the Whitney Test. ****, p&lt;0.0001. The bars represent the median and interquartile range. Figure 1. Frailty score in older adults with and without cognitive impairment. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by the Whitney Test. ****, p&lt;0.0001. The bars represent the median and interquartile range.</alt-text>
</graphic>
<attrib>
<bold>Source</bold>
<bold>: </bold>prepared by authors</attrib>
</fig>
</p>
<p>The associations between frailty criterion and cognitive impairment through unadjusted logistic regression are shown in <bold>
<xref ref-type="table" rid="gt2">Table 2</xref>
</bold>. When comparing the group of normal cognitive status with the group with cognitive impairment in each of the different Fried frailty criteria <xref ref-type="bibr" rid="redalyc_71983381002_ref24">(24)</xref>, associations with cognitive impairment are observed in the following criterion: weight loss (OR = 2.96, CI = 1.98- 4.43), exhaustion (OR = 4.46, CI = 3.30-6.24), slowness (OR = 3.74, CI = 2.77-5.04), low physical activity (OR = 3.46, CI = 2.57-4.65) and weakness (OR = 1.91, CI = 1.42-2.58).</p>
<p>
<table-wrap id="gt2">
<label>Table 2. Contribution of Fried Frailty Criteria to cognitive impairment in older adults.</label>
<caption>
<title>
<bold>
<xref ref-type="table" rid="gt2">Table 2.</xref>
</bold>Contribution of Fried Frailty Criteria to cognitive impairment in older adults.</title>
<p>OR: odds ratio, CI: confidence interval. VIF: variance inflation factor.*p&lt;0.05; ***p&lt;0.001. Variables were selected according to their significance in the univariate model, and the model was also adjusted for sex, age, and years of education.</p>
</caption>
<alt-text>Table 2. Contribution of Fried Frailty Criteria to cognitive impairment in older adults. Table 2. Contribution of Fried Frailty Criteria to cognitive impairment in older adults.</alt-text>
<alternatives>
<graphic xlink:href="71983381002_gt3.png" position="anchor" orientation="portrait"/>
<table style="width:410.0pt;border-collapse:collapse;  " id="gt3-526564616c7963">
<thead style="display:none;">
<tr style="display:none;">
<th style="display:none;"/>
</tr>
</thead>
<tbody>
<tr style="height:21.0pt">
<td style="width:410.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:21.0pt" colspan="5">
<bold>Table 2. </bold>Contribution of Fried Frailty Criteria to cognitive impairment in older adults<bold/>
</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #00B0F0; width:410.0pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="5">
<bold>Logistic</bold>
<bold> Regressions</bold>
</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #00B0F0; width:410.0pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="5">
<bold>Not-adjusted logistic regression</bold>
</td>
</tr>
<tr style="height:12.75pt">
<td style="background-color: #00B0F0; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">
<bold>Fried Criteria</bold>
</td>
<td style="background-color: #00B0F0; width:253.4pt;   padding:0cm 3.5pt 0cm 3.5pt;height:12.75pt" colspan="4">
<bold>Normal Cognition vs Altered Cognition</bold>
</td>
</tr>
<tr style="height:15.75pt">
<td style="width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt"/>
<td style="width:96.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt" colspan="2">OR (95% CI)</td>
<td style="width:156.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt" colspan="2">p-value</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Weight loss</td>
<td style="background-color: #DAE9F8; width:96.65pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="2">2.96 (1.98-4.43)</td>
<td style="background-color: #DAE9F8; width:156.75pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="2">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Exhaustion</td>
<td style="width:96.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt" colspan="2">4.46 (3.30-6.24)</td>
<td style="width:156.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt" colspan="2">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Slowness</td>
<td style="background-color: #DAE9F8; width:96.65pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="2">3.74 (2.77-5.04)</td>
<td style="background-color: #DAE9F8; width:156.75pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="2">&lt;0.0001</td>
</tr>
<tr style="height:12.75pt">
<td style="width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">Low physical activity</td>
<td style="width:96.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt" colspan="2">3.46 (2.57-4.65)</td>
<td style="width:156.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt" colspan="2">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #DAE9F8; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:15.75pt">Weakness</td>
<td style="background-color: #DAE9F8; width:96.65pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="2">1.91 (1.42-2.58)</td>
<td style="background-color: #DAE9F8; width:156.75pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="2">&lt;0.0001</td>
</tr>
<tr style="height:15.75pt">
<td style="background-color: #00B0F0; width:410.0pt;   padding:0cm 3.5pt 0cm 3.5pt;height:15.75pt" colspan="5">
<bold>Multiple</bold>
<bold> adjusted logistic regression</bold>
</td>
</tr>
<tr style="height:12.75pt">
<td style="background-color: #00B0F0; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">
<bold>Covariable </bold>
</td>
<td style="background-color: #00B0F0; width:84.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">
<bold>Tolerancia</bold>
</td>
<td style="background-color: #00B0F0; width:24.0pt;   padding:0cm 3.5pt 0cm 3.5pt;height:12.75pt" colspan="2">
<bold>VIF</bold>
</td>
<td style="background-color: #00B0F0; width:144.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">
<bold>OR (IC 95%)</bold>
</td>
</tr>
<tr style="height:12.75pt">
<td style="width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">Weight loss</td>
<td style="width:84.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">0.955</td>
<td style="width:24.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt" colspan="2">1.047</td>
<td style="width:144.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">1.88 (1.22-2.90)*</td>
</tr>
<tr style="height:12.75pt">
<td style="background-color: #DAE9F8; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">Exhaustion</td>
<td style="background-color: #DAE9F8; width:84.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">0.746</td>
<td style="background-color: #DAE9F8; width:24.0pt;   padding:0cm 3.5pt 0cm 3.5pt;height:12.75pt" colspan="2">1.340</td>
<td style="background-color: #DAE9F8; width:144.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">2.66 (1.89-3.76)***</td>
</tr>
<tr style="height:12.75pt">
<td style="width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">Slowness</td>
<td style="width:84.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">0.770</td>
<td style="width:24.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt" colspan="2">1.299</td>
<td style="width:144.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">2.10 (1.50-2.95)***</td>
</tr>
<tr style="height:12.75pt">
<td style="background-color: #DAE9F8; width:156.6pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">Low physical activity</td>
<td style="background-color: #DAE9F8; width:84.65pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">0.712</td>
<td style="background-color: #DAE9F8; width:24.0pt;   padding:0cm 3.5pt 0cm 3.5pt;height:12.75pt" colspan="2">1.405</td>
<td style="background-color: #DAE9F8; width:144.75pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">1.59 (1.12-2.26)*</td>
</tr>
<tr style="height:12.75pt">
<td style="width:156.6pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">Weakness</td>
<td style="width:84.65pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">0.933</td>
<td style="width:24.0pt;border:none;border-bottom:   solid #F2F2F2 1.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt" colspan="2">1.072</td>
<td style="width:144.75pt;border:none;border-bottom:solid #F2F2F2 1.0pt;   padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt">1.29 (0.94-1.80)</td>
</tr>
<tr style="height:45.0pt">
<td style="width:410.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:45.0pt" colspan="5">OR: odds ratio, CI: confidence interval. VIF: variance inflation factor.*p&lt;0.05; ***p&lt;0.001. Variables were selected according to their significance in the univariate model, and the model was also adjusted for sex, age, and years of education.</td>
</tr>
<tr style="height:12.75pt">
<td style="width:410.0pt;padding:0cm 3.5pt 0cm 3.5pt;   height:12.75pt" colspan="5">
<bold>Source</bold>
<bold>:</bold> prepared by authors<bold/>
</td>
</tr>
<tr>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>
<bold>Source</bold>
<bold>: </bold>prepared by authors</attrib>
</table-wrap>
</p>
<p>When the significant variables of the group with cognitive impairment are analyzed against the group of normal cognitive status using multivariate regression adjusted (all the criteria of fragility according to Fried were considered covariates for adjustment), the criteria weight loss (OR= 1.88, CI= 1.22-2.90), exhaustion (OR= 2.66, CI= 1.89-3.76), slowness (OR= 2.10, CI= 1.50-2.95), and low physical activity (OR= 1.59, CI= 1.12-2.26) remained associated with cognitive impairment (<bold>
<xref ref-type="table" rid="gt2">Table 2</xref>
</bold>). In these analyses, weakness (OR= 1.29, CI= 0.94-1.80) was no longer significantly associated with cognitive impairment. Collinearity analyses are also shown in <bold>
<xref ref-type="table" rid="gt2">Table 2</xref>
</bold>. It is observed that none of the variables had positive indicators of the presence of collinearity (tolerance &gt;0.10 and VIF&lt;4). On the other hand, when cognitive status was compared with the number of drugs consumed (<bold>
<xref ref-type="fig" rid="gf2">Figure 2</xref>
</bold>), it was observed that older adults with altered cognition (4.72±2.45 daily medications) had a higher daily drug use compared to older adults with normal cognition state (3.90±2.28 daily drugs; p&lt;0.0001).</p>
<p>
<fig id="gf2">
<label>
<bold>Figure 2. </bold>The number of drugs daily consumption in older adults by cognitive status. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by Test T. ****, p&lt;0.0001. The bars represent the mean and SD.</label>
<caption>
<title>
<bold>
<xref ref-type="fig" rid="gf2">Figure 2</xref>. </bold>The number of drugs daily consumption in older adults by cognitive status. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by Test T. ****, p&lt;0.0001. The bars represent the mean and SD.</title>
</caption>
<alt-text>Figure 2. The number of drugs daily consumption in older adults by cognitive status. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by Test T. ****, p&lt;0.0001. The bars represent the mean and SD. Figure 2. The number of drugs daily consumption in older adults by cognitive status. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by Test T. ****, p&lt;0.0001. The bars represent the mean and SD.</alt-text>
<graphic xlink:href="71983381002_gf3.png" position="anchor" orientation="portrait">
<alt-text>Figure 2. The number of drugs daily consumption in older adults by cognitive status. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by Test T. ****, p&lt;0.0001. The bars represent the mean and SD. Figure 2. The number of drugs daily consumption in older adults by cognitive status. Normal cognition group, n= 976; Impaired cognition group, n=229. The statistical comparison was made by Test T. ****, p&lt;0.0001. The bars represent the mean and SD.</alt-text>
</graphic>
<attrib>
<bold>Source</bold>
<bold>: </bold>prepared by authors</attrib>
</fig>
</p>
<p>
<bold>Discussion</bold>
</p>
<p>In the study, was found that 19% of older adults presented cognitive impairment (<bold>
<xref ref-type="table" rid="gt1">Table 1</xref>
</bold>), similar to the national level, according to the CASEN 2015 survey, in the population aged 60 years or older, cognitive impairment is prevalent at 17.5% <xref ref-type="bibr" rid="redalyc_71983381002_ref2">(2)</xref>. It is similar to Argentina where prevalence of 16.9%-18.3% is reported in older people <xref ref-type="bibr" rid="redalyc_71983381002_ref45">(45)</xref>. On the other hand, in a Mexican study carried out in the urban area of Guadalajara, a lower prevalence was found (11.9% - 16.0%)<xref ref-type="bibr" rid="redalyc_71983381002_ref46"> (46).</xref> Probably the age of the population studied in Mexican work influences these results (47.4% were less than 70 years old) that older people aged 70 years and over have a higher risk of cognitive impairment <xref ref-type="bibr" rid="redalyc_71983381002_ref47">(47)</xref>. In the study, the average age of older adults with cognitive impairment is 75.6 years.</p>
<p>The MMSE and other alternative tools can help detect subtle changes in cognitive function. Previous studies tha investigated the relationships between physical frailty and cognitive decline have assessed global cognitive fuction using the MMSE. The MMSE is a quick and easy measure that assesses seven areas of cognitive functioning. It was shown to have both good test-retest reliability (0.80–0.95) and acceptable sensitivity and specificity to detect mild to moderate stages of dementia <xref ref-type="bibr" rid="redalyc_71983381002_ref48">(48</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref49">49).</xref> No significant difference was found between cognitive impairment and gender, unlike at the national level and in countries such as Argentina, Brazil, Mexico, Cuba, and Uruguay, where the probability of having a cognitive impairment is higher in females <xref ref-type="bibr" rid="redalyc_71983381002_ref50">(50).</xref> Furthermore, in the study population, the group with cognitive impairment had less years of education. This is consistent with a recent study, which shows that more years of education decreases the risk of cognitive impairment <xref ref-type="bibr" rid="redalyc_71983381002_ref51">(51)</xref>.</p>
<p>A high prevalence of living alone is observed in the group with cognitive impairment compared to the group with normal cognition. One possible explanation could be that older adults who live alone are at increased risk for depression, and depression is known to increase the risk of cognitive impairment <xref ref-type="bibr" rid="redalyc_71983381002_ref52">(52)</xref>. In addition, there is no influence of the area of residence on cognitive impairment, which differs from that described in other studies, which report a higher prevalence of cognitive impairment in rural areas <xref ref-type="bibr" rid="redalyc_71983381002_ref53">(53,</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref54">54).</xref> On the other hand, older people with cognitive impairment have a higher prevalence of frailty and polypharmacy, as seen in other studies <xref ref-type="bibr" rid="redalyc_71983381002_ref55">(55,</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref56">56)</xref>. Recently, our team reported an increased prevalence of frailty regarding the progression of the state of polypharmacy, observing a frailty prevalence of 32.9% (CI 95%: 28.7- 37.3) in older adults with polypharmacy conditions <xref ref-type="bibr" rid="redalyc_71983381002_ref43">(43). </xref>Also, a frail state was found as a factor associated with polypharmacy in Chilean older adults (OR: 1.5, CI 95%: 1.1-2.2) <xref ref-type="bibr" rid="redalyc_71983381002_ref43">(43)</xref>.</p>
<p>Additionally, the study observed an association between cognitive impairment and frailty score <bold>
<xref ref-type="fig" rid="gf1">(Figure 1)</xref>
</bold>. Similar results have been reported in other studies; a previous study done in the urban population of Santiago de Chile using the same definitions found a significant association between frailty and dementia (1.96;95%CI:1.23– 0.11) but a tendency for cognitive impairment (OR=1.58;95%CI:0.97–2.59) <xref ref-type="bibr" rid="redalyc_71983381002_ref20">(20)</xref>. Robertson et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref55">(55)</xref>
</p>
<p>reported that frail and pre-frail people have impaired cognitive function<xref ref-type="bibr" rid="redalyc_71983381002_ref55"> (55).</xref> Another study reported that physical frailty is associated with an increased risk of mild cognitive impairment and a greater decline in cognitive function in older age <xref ref-type="bibr" rid="redalyc_71983381002_ref57">(57)</xref>. Chen et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref58">(58)</xref> also reported that frailty is associated with a cognitive decline in older adults over a period of two years <xref ref-type="bibr" rid="redalyc_71983381002_ref58">(58).</xref> When analyzing the relationship between cognitive impairment and the Fried Frailty Criteria <xref ref-type="bibr" rid="redalyc_71983381002_ref24">(24)</xref>, a significant association was found between all criteria, except weakness criteria <bold>
<xref ref-type="table" rid="gt2">(Table 2).</xref>
</bold> Other studies found a strong relationship between grip strength, slow gait speed, and low physical activity with cognitive decline <xref ref-type="bibr" rid="redalyc_71983381002_ref59">(59,</xref>
<xref ref-type="bibr" rid="redalyc_71983381002_ref60">60)</xref>. The relationship between cognitive impairment and frailty can partly be explained by recent evidence that both syndromes share common pathophysiological mechanisms <xref ref-type="bibr" rid="redalyc_71983381002_ref61">(61</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref62">62)</xref>. A recent work by Sargent et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref26">(26)</xref> analyzes both syndromes’ common mechanisms <xref ref-type="bibr" rid="redalyc_71983381002_ref26">(26)</xref>. This machine-learning study shows that participants with cognitive frailty had higher inflammatory protein marker levels than healthy older adults, and among them, resistin protein <xref ref-type="bibr" rid="redalyc_71983381002_ref26">(26)</xref>. Resistin regulates interleukin-6, TNF, interleukin 1, and A2M, which are protease inhibitor cytokine transporters linked to Alzheimer’s disease <xref ref-type="bibr" rid="redalyc_71983381002_ref63">(63)</xref>. In this sense, components of frailty were associated with pathological findings of Alzheimer’s disease and vascular dementia, evidencing a possible common biological pathway between frailty and cognitive disorders<xref ref-type="bibr" rid="redalyc_71983381002_ref61"> (61</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref64">64).</xref>
</p>
<p>The results also indicate that a high number of daily medications consumption is related to cognitive impairment. Polypharmacy is highly prevalent in older people and has been associated with an increased risk of mortality, adverse health events, unhealthy nutrition, and recently, an increased risk of cognitive impairment and neurological diseases <xref ref-type="bibr" rid="redalyc_71983381002_ref32">(32</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref33">33</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref65">65</xref>,<xref ref-type="bibr" rid="redalyc_71983381002_ref66">66)</xref>. Moreover, Alic et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref56">(56) </xref>found that adults over 65 who used three or more show a deterioration in cognitive abilities <xref ref-type="bibr" rid="redalyc_71983381002_ref56">(56).</xref> Moreover, Trevisan et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref65">(65)</xref> suggest that mild polypharmacy (&gt; 3 and &lt;5 drugs/day) may increase the risk of progression from mild cognitive impairment to dementia <xref ref-type="bibr" rid="redalyc_71983381002_ref65">(65).</xref> Consistent with the results, Moon et al. <xref ref-type="bibr" rid="redalyc_71983381002_ref21">(21)</xref> reported an association between polypharmacy and cognitive impairment, being more likely to suffer from cognitive frailty (cognitive impairment and frailty) in the presence of polypharmacy (OR: 2.7) <xref ref-type="bibr" rid="redalyc_71983381002_ref21">(21).</xref> However, more studies are needed to know which, combinations, doses, length of time prescribed and consumed might contribute to cognitive decline.</p>
<p>Finally, this study presents limitations and strengths. Since this study has a cross-sectional design, it is impossible to know the causes that explain the findings. Because of this, a longitudinal study would be necessary to evaluate the progression of frailty and the development of cognitive impairment. However, this study is robust due to the considerable number of participants and the extensive cohort characterization.</p>
<p>
<bold>Conclusions</bold>
</p>
<p>The findings of the study show that older adults with cognitive impairment present advanced age, a lower educational level, and a high prevalence of living alone. Furthermore, the study concluded that a strong association exists between cognitive impairment and Fried frailty criteria <xref ref-type="bibr" rid="redalyc_71983381002_ref24">(24),</xref> being the “exhaustion” criterion the most associated. This finding coincides with that reported in the literature, where it is shown that older adults with frailty have a higher risk of cognitive impairment. Also, the results show that older people with cognitive impairment present a higher consumption of medicines and, thus, a high prevalence of polypharmacy compared to older people with normal cognition; however, more studies are needed to evaluate which drugs or specific diseases are associated with cognitive impairment. Finally, the evidence presented suggests that the reduction of polypharmacy can be a real alternative for the prevention of cognitive damage, especially in frail older people.</p>
<p>
<bold>Conflicts of interest</bold>
</p>
<p>The authors declare that they have no conflicts of interest.</p>
<p>
<bold>Funding</bold>
</p>
<p>This work has been funded by the Interuniversity Center for Healthy Aging, Code RED211993, ANID-FONDECYT N° 1211136, and ANID FONDECYT N°3230783.</p>
<p>
<bold>Ethical responsibilities</bold>
</p>
<p>The Scientific Ethics Committee from the University of Talca approved the study (code 2016-019-IP). Informed consent was obtained from all subjects involved. All methods were carried out under relevant guidelines and regulations.</p>
</sec>
</body>
<back>
<ref-list>
<title>
<bold>References</bold>
</title>
<ref id="redalyc_71983381002_ref1">
<label>1.</label>
<mixed-citation publication-type="webpage">1. World Health Organization. Informe Mundial sobre el envejecimiento y la salud [Internet]. Ginebra: WHO; 2015. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.who.int/es/publications/i/item/9789241565042">https://www.who.int/es/publications/i/item/9789241565042</ext-link>
</mixed-citation>
<element-citation publication-type="webpage">
<person-group person-group-type="author">
<name>
<surname>WHO</surname>
<given-names>World Health Organization</given-names>
</name>
</person-group>
<article-title>Informe Mundial sobre el envejecimiento y la salud</article-title>
<source>WHO</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://www.who.int/es/publications/i/item/9789241565042">https://www.who.int/es/publications/i/item/9789241565042</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref2">
<label>2.</label>
<mixed-citation publication-type="webpage">2. Ministerio de Desarrollo Social. Informe de Desarrollo Social [Internet]. Chile: Ministerio de Desarrollo Social; 2017. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.desarrollosocialyfamilia.gob.cl/pdf/upload/IDS2017.pdf">https://www.desarrollosocialyfamilia.gob.cl/pdf/upload/IDS2017.pdf</ext-link>
</mixed-citation>
<element-citation publication-type="webpage">
<person-group person-group-type="author">
<name>
<surname>Ministerio de Desarrollo Social</surname>
<given-names>Ministerio de Desarrollo Social</given-names>
</name>
</person-group>
<article-title>Informe de Desarrollo Social</article-title>
<source>Ministerio de Desarrollo Social</source>
<year>2017</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://www.desarrollosocialyfamilia.gob.cl/pdf/upload/IDS2017.pdf">https://www.desarrollosocialyfamilia.gob.cl/pdf/upload/IDS2017.pdf</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref3">
<label>3.</label>
<mixed-citation publication-type="webpage">3. Instituto Nacional de Estadísticas. Chile: estimaciones y proyecciones de población por sexo, edad, total país: 1950-2050 [Internet]. Chile: INE-CEPAL; 1995. Available from: <ext-link ext-link-type="uri" xlink:href="https://repositorio.cepal.org/entities/publication/8e5d0343-636e-4a81-b59f-ec0d8511dcfb">https://repositorio.cepal.org/entities/publication/8e5d0343-636e-4a81-b59f-ec0d8511dcfb</ext-link>
</mixed-citation>
<element-citation publication-type="webpage">
<person-group person-group-type="author">
<name>
<surname>INE-CEPAL</surname>
<given-names>Instituto Nacional de Estadísticas</given-names>
</name>
</person-group>
<article-title>Chile: estimaciones y proyecciones de población por sexo, edad, total país: 1950-2050</article-title>
<source>INE-CEPAL</source>
<year>1995</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://repositorio.cepal.org/entities/publication/8e5d0343-636e-4a81-b59f-ec0d8511dcfb">https://repositorio.cepal.org/entities/publication/8e5d0343-636e-4a81-b59f-ec0d8511dcfb</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref4">
<label>4.</label>
<mixed-citation publication-type="webpage">4. He W, Goodkind D, Kowal P. An Aging World: 2015. International Population Reports [Internet]. United States: United States Boreau; 2016. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.census.gov/content/dam/Census/library/publications/2016/demo/p95-16-1.pdf">https://www.census.gov/content/dam/Census/library/publications/2016/demo/p95-16-1.pdf</ext-link>
</mixed-citation>
<element-citation publication-type="webpage">
<person-group person-group-type="author">
<name>
<surname>He</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Goodkind</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Kowal</surname>
<given-names>P</given-names>
</name>
</person-group>
<article-title>An Aging World: 2015. International Population Reports</article-title>
<source>United States Boreau</source>
<year>2016</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://www.census.gov/content/dam/Census/library/publications/2016/demo/p95-16-1.pdf">https://www.census.gov/content/dam/Census/library/publications/2016/demo/p95-16-1.pdf</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref5">
<label>5.</label>
<mixed-citation publication-type="journal">5. Bektas A, Schurman SH, Sen R, Ferrucci L. Aging, inflammation and the environment. Exp Gerontol [Internet]. 2018;105:10-18. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.exger.2017.12.015">https://doi.org/10.1016/j.exger.2017.12.015</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bektas</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Schurman</surname>
<given-names>SH</given-names>
</name>
<name>
<surname>Sen</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Ferrucci</surname>
<given-names>L</given-names>
</name>
</person-group>
<article-title>Aging, inflammation and the environment</article-title>
<source>Exp Gerontol</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.exger.2017.12.015">https://doi.org/10.1016/j.exger.2017.12.015</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref6">
<label>6.</label>
<mixed-citation publication-type="journal">6. Bademli K, Lok N, Canbaz M, Lok S. Effects of Physical Activity Program on cognitive function and sleep quality in elderly with mild cognitive impairment: A randomized controlled trial. Perspect Psychiatr care [Internet]. 2019;55(3):401-408. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ppc.12324">https://doi.org/10.1111/ppc.12324</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bademli</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Lok</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Canbaz</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Lok</surname>
<given-names>S</given-names>
</name>
</person-group>
<article-title>Effects of Physical Activity Program on cognitive function and sleep quality in elderly with mild cognitive impairment: A randomized controlled trial</article-title>
<source>Perspect Psychiatr care</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ppc.12324">https://doi.org/10.1111/ppc.12324</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref7">
<label>7.</label>
<mixed-citation publication-type="journal">7. Chudiak A, Uchmanowicz I, Mazur G. Relation between cognitive impairment and treatment adherence in elderly hypertensive patients. Clin Interv Aging [Internet]. 2018;13:1409-18. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/CIA.S162701">https://doi.org/10.2147/CIA.S162701</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chudiak</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Uchmanowicz</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Mazur</surname>
<given-names>G</given-names>
</name>
</person-group>
<article-title>Relation between cognitive impairment and treatment adherence in elderly hypertensive patients</article-title>
<source>Clin Interv Aging</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/CIA.S162701">https://doi.org/10.2147/CIA.S162701</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref8">
<label>8.</label>
<mixed-citation publication-type="journal">8. Degl’Innocenti A, Elmfeldt D, Hansson L, Breteler M, James O, Lithell H, et al. Cognitive function and health-related quality of life in elderly patients with hypertension-baseline data from the study on cognition and prognosis in the elderly (SCOPE). Blood pressure [Internet]. 2002;11(3):157-65. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/080370502760050395">https://doi.org/10.1080/080370502760050395</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Degl’Innocenti</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Elmfeldt</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Hansson</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Breteler</surname>
<given-names>M</given-names>
</name>
<name>
<surname>James</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Lithell</surname>
<given-names>H</given-names>
</name>
</person-group>
<article-title>Cognitive function and health-related quality of life in elderly patients with hypertension-baseline data from the study on cognition and prognosis in the elderly (SCOPE)</article-title>
<source>Blood pressure</source>
<year>2002</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/080370502760050395">https://doi.org/10.1080/080370502760050395</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref9">
<label>9.</label>
<mixed-citation publication-type="journal">9. Christensen H, Jorm AF, Henderson AS, Mackinnon AJ, Korten AE, Scott LR. The relationship between health and cognitive functioning in a sample of elderly people in the community. Age Ageing [Internet]. 1994;23(3):204-12. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ageing/23.3.204">https://doi.org/10.1093/ageing/23.3.204</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Christensen</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Jorm</surname>
<given-names>AF</given-names>
</name>
<name>
<surname>Henderson</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Mackinnon</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Korten</surname>
<given-names>AE</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>LR</given-names>
</name>
</person-group>
<article-title>The relationship between health and cognitive functioning in a sample of elderly people in the community</article-title>
<source>Age Ageing</source>
<year>1994</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ageing/23.3.204">https://doi.org/10.1093/ageing/23.3.204</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref10">
<label>10.</label>
<mixed-citation publication-type="journal">10. Petersen RC, Stevens JC, Ganguli M, Tangalos EG, Cummings JL, DeKosky ST. Practice parameter: early detection of dementia: mild cognitive impairment (an evidence-based review) [Retired]. Report of the Quality Standards Subcommittee of the American Academy of Neurology. Neurology [Internet]. 2001;56(9):1133-42. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1212/wnl.56.9.1133">https://doi.org/10.1212/wnl.56.9.1133</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petersen</surname>
<given-names>RC</given-names>
</name>
<name>
<surname>Stevens</surname>
<given-names>JC</given-names>
</name>
<name>
<surname>Ganguli</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Tangalos</surname>
<given-names>EG</given-names>
</name>
<name>
<surname>Cummings</surname>
<given-names>JL</given-names>
</name>
<name>
<surname>DeKosky</surname>
<given-names>ST</given-names>
</name>
</person-group>
<article-title>Practice parameter: early detection of dementia: mild cognitive impairment (an evidence-based review) [Retired]. Report of the Quality Standards Subcommittee of the American Academy of Neurology</article-title>
<source>Neurology</source>
<year>2001</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1212/wnl.56.9.1133">https://doi.org/10.1212/wnl.56.9.1133</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref11">
<label>11.</label>
<mixed-citation publication-type="journal">11. Gauthier S, Reisberg B, Zaudig M, Petersen RC, Ritchie K, Broich K, et al. Mild cognitive impairment. Lancet [Internet]. 2006;367(9518):1262-70. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(06)68542-5">https://doi.org/10.1016/s0140-6736(06)68542-5</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gauthier</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Reisberg</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Zaudig</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Petersen</surname>
<given-names>RC</given-names>
</name>
<name>
<surname>Ritchie</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Broich</surname>
<given-names>K</given-names>
</name>
</person-group>
<article-title>Mild cognitive impairment</article-title>
<source>Lancet</source>
<year>2006</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(06)68542-5">https://doi.org/10.1016/s0140-6736(06)68542-5</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref12">
<label>12.</label>
<mixed-citation publication-type="journal">12. Folstein MF, Folstein SE, McHugh PR. “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res [Internet]. 1975;12(3):189-98. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/0022-3956(75)90026-6">https://doi.org/10.1016/0022-3956(75)90026-6</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Folstein</surname>
<given-names>MF</given-names>
</name>
<name>
<surname>Folstein</surname>
<given-names>SE</given-names>
</name>
<name>
<surname>McHugh</surname>
<given-names>PR</given-names>
</name>
</person-group>
<article-title>“Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician</article-title>
<source>J Psychiatr Res</source>
<year>1975</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/0022-3956(75)90026-6">https://doi.org/10.1016/0022-3956(75)90026-6</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref13">
<label>13.</label>
<mixed-citation publication-type="journal">13. Muñoz-Silva CA, Rojas-Orellana PA, Marzuca-Nassr GN. Criterios de valoración geriátrica integral en adultos mayores con dependencia moderada y severa en Centros de Atención Primaria en Chile. Rev méd Chile [Internet]. 2015;143(5):612-8. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.scielo.cl/scielo.php?script=sci_arttext&amp;pid=S0034-98872015000500009">https://www.scielo.cl/scielo.php?script=sci_arttext&amp;pid=S0034-98872015000500009</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muñoz-Silva</surname>
<given-names>CA</given-names>
</name>
<name>
<surname>Rojas-Orellana</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Marzuca-Nassr</surname>
<given-names>GN</given-names>
</name>
</person-group>
<article-title>Criterios de valoración geriátrica integral en adultos mayores con dependencia moderada y severa en Centros de Atención Primaria en Chile</article-title>
<source>Rev méd Chile</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://www.scielo.cl/scielo.php?script=sci_arttext&amp;pid=S0034-98872015000500009">https://www.scielo.cl/scielo.php?script=sci_arttext&amp;pid=S0034-98872015000500009</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref14">
<label>14.</label>
<mixed-citation publication-type="journal">14. Shim YS, Yang DW, Kim H-J, Park YH, Kim S. Characteristic differences in the mini-mental state examination used in Asian countries. BMC Neurol [Internet]. 2017;17(1):141. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12883-017-0925-z">https://doi.org/10.1186/s12883-017-0925-z</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shim</surname>
<given-names>YS</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>DW</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>YH</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>S</given-names>
</name>
</person-group>
<article-title>Characteristic differences in the mini-mental state examination used in Asian countries</article-title>
<source>BMC Neurol</source>
<year>2017</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12883-017-0925-z">https://doi.org/10.1186/s12883-017-0925-z</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref15">
<label>15.</label>
<mixed-citation publication-type="journal">15. Arevalo-Rodriguez I, Smailagic N, Roqué-Figuls M, Ciapponi A, Sanchez-Perez E, Giannakou A, et al. Mini-Mental State Examination (MMSE) for the detection of Alzheimer’s disease and other dementias in people with mild cognitive impairment (MCI). Cochrane Database Syst Rev [Internet]. 2015;2015(3):CD010783. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/14651858.cd010783.pub2">https://doi.org/10.1002/14651858.cd010783.pub2</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arevalo-Rodriguez</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Smailagic</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Roqué-Figuls</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Ciapponi</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Sanchez-Perez</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Giannakou</surname>
<given-names>A</given-names>
</name>
</person-group>
<article-title>Mini-Mental State Examination (MMSE) for the detection of Alzheimer’s disease and other dementias in people with mild cognitive impairment (MCI)</article-title>
<source>Cochrane Database Syst Rev</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/14651858.cd010783.pub2">https://doi.org/10.1002/14651858.cd010783.pub2</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref16">
<label>16.</label>
<mixed-citation publication-type="journal">16. Pais R, Ruano L, Carvalho OP, Barros H. Global Cognitive Impairment Prevalence and Incidence in Community Dwelling Older Adults-A Systematic Review. Geriatrics (Basel) [Internet]. 2020;5(4):84. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/geriatrics5040084">https://doi.org/10.3390/geriatrics5040084</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pais</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Ruano</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Carvalho</surname>
<given-names>OP</given-names>
</name>
<name>
<surname>Barros</surname>
<given-names>H</given-names>
</name>
</person-group>
<article-title>Global Cognitive Impairment Prevalence and Incidence in Community Dwelling Older Adults-A Systematic Review</article-title>
<source>Geriatrics (Basel)</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/geriatrics5040084">https://doi.org/10.3390/geriatrics5040084</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref17">
<label>17.</label>
<mixed-citation publication-type="journal">17. Vega-Alonso T, Miralles-Espí M, Mangas-Reina JM, Castrillejo-Pérez D, Rivas-Pérez AI, Gil-Costa M, et al. Prevalence of cognitive impairment in Spain: The Gómez de Caso study in health sentinel networks. Neurologia (Engl Ed) [Internet]. 2018;33(8):491-8. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.nrl.2016.10.002">https://doi.org/10.1016/j.nrl.2016.10.002</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vega-Alonso</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Miralles-Espí</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Mangas-Reina</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Castrillejo-Pérez</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Rivas-Pérez</surname>
<given-names>AI</given-names>
</name>
<name>
<surname>Gil-Costa</surname>
<given-names>M</given-names>
</name>
</person-group>
<article-title>Prevalence of cognitive impairment in Spain: The Gómez de Caso study in health sentinel networks</article-title>
<source>Neurologia (Engl Ed)</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.nrl.2016.10.002">https://doi.org/10.1016/j.nrl.2016.10.002</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref18">
<label>18.</label>
<mixed-citation publication-type="journal">18. Albala C, Lera L, Sanchez H, Angel B, Marquez C, Arroyo P, et al. Frequency of frailty and its association with cognitive status and survival in older Chileans. Clin Interv Aging [Internet]. 2017;12:995-1001. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s136906">https://doi.org/10.2147/cia.s136906</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Albala</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Lera</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Sanchez</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Angel</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Marquez</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Arroyo</surname>
<given-names>P</given-names>
</name>
</person-group>
<article-title>Frequency of frailty and its association with cognitive status and survival in older Chileans</article-title>
<source>Clin Interv Aging</source>
<year>2017</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s136906">https://doi.org/10.2147/cia.s136906</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref19">
<label>19.</label>
<mixed-citation publication-type="journal">19. Prince MJ, Wu F, Guo Y, Gutierrez-Robledo LM, O’Donnell M, Sullivan R, et al. The burden of disease in older people and implications for health policy and practice. Lancet [Internet]. 2015;385(9967):549-62. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(14)61347-7">https://doi.org/10.1016/s0140-6736(14)61347-7</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prince</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Gutierrez-Robledo</surname>
<given-names>LM</given-names>
</name>
<name>
<surname>O’Donnell</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Sullivan</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>The burden of disease in older people and implications for health policy and practice</article-title>
<source>Lancet</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(14)61347-7">https://doi.org/10.1016/s0140-6736(14)61347-7</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref20">
<label>20.</label>
<mixed-citation publication-type="journal">20. Barberger-Gateau P, Fabrigoule C. Disability and cognitive impairment in the elderly. Disabil Rehabil [Internet]. 1997;19(5):175-93. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3109/09638289709166525">https://doi.org/10.3109/09638289709166525</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barberger-Gateau</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Fabrigoule</surname>
<given-names>C</given-names>
</name>
</person-group>
<article-title>Disability and cognitive impairment in the elderly</article-title>
<source>Disabil Rehabil</source>
<year>1997</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3109/09638289709166525">https://doi.org/10.3109/09638289709166525</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref21">
<label>21.</label>
<mixed-citation publication-type="journal">21. Moon JH, Huh JS, Won CW, Kim HJ. Is Polypharmacy Associated with Cognitive Frailty in the Elderly? Results from the Korean Frailty and Aging Cohort Study. J Nutr Health Aging [Internet]. 2019;23(10):958-65. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-019-1274-y">https://doi.org/10.1007/s12603-019-1274-y</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moon</surname>
<given-names>JH</given-names>
</name>
<name>
<surname>Huh</surname>
<given-names>JS</given-names>
</name>
<name>
<surname>Won</surname>
<given-names>CW</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>HJ</given-names>
</name>
</person-group>
<article-title>Is Polypharmacy Associated with Cognitive Frailty in the Elderly? Results from the Korean Frailty and Aging Cohort Study</article-title>
<source>J Nutr Health Aging</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-019-1274-y">https://doi.org/10.1007/s12603-019-1274-y</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref22">
<label>22.</label>
<mixed-citation publication-type="journal">22. Gobbens RJ, Schols JM, van Assen MA. Exploring the efficiency of the Tilburg Frailty Indicator: a review. Clin Interv Aging [Internet]. 2017;12:1739-52. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s130686">https://doi.org/10.2147/cia.s130686</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gobbens</surname>
<given-names>RJ</given-names>
</name>
<name>
<surname>Schols</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Assen</surname>
<given-names>MA</given-names>
</name>
</person-group>
<article-title>Exploring the efficiency of the Tilburg Frailty Indicator: a review</article-title>
<source>Clin Interv Aging</source>
<year>2017</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s130686">https://doi.org/10.2147/cia.s130686</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref23">
<label>23.</label>
<mixed-citation publication-type="journal">23. Alonso-Bouzon C, Carcaillon L, Garcia-Garcia FJ, Amor-Andres MS, Assar ME, Rodriguez-Mañas L. Association between endothelial dysfunction and frailty: the Toledo Study for Healthy Aging. Age (Dordr) [Internet]. 2014;36(1):495-505. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11357-013-9576-1">https://doi.org/10.1007/s11357-013-9576-1</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alonso-Bouzon</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Carcaillon</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Garcia-Garcia</surname>
<given-names>FJ</given-names>
</name>
<name>
<surname>Amor-Andres</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>Assar</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Rodriguez-Mañas</surname>
<given-names>L</given-names>
</name>
</person-group>
<article-title>Association between endothelial dysfunction and frailty: the Toledo Study for Healthy Aging</article-title>
<source>Age (Dordr)</source>
<year>2014</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11357-013-9576-1">https://doi.org/10.1007/s11357-013-9576-1</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref24">
<label>24.</label>
<mixed-citation publication-type="journal">24. Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci [Internet]. 2001;56(3):M146-56. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/gerona/56.3.m146">https://doi.org/10.1093/gerona/56.3.m146</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fried</surname>
<given-names>LP</given-names>
</name>
<name>
<surname>Tangen</surname>
<given-names>CM</given-names>
</name>
<name>
<surname>Walston</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Newman</surname>
<given-names>AB</given-names>
</name>
<name>
<surname>Hirsch</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Gottdiener</surname>
<given-names>J</given-names>
</name>
</person-group>
<article-title>Frailty in older adults: evidence for a phenotype</article-title>
<source>J Gerontol A Biol Sci Med Sci</source>
<year>2001</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/gerona/56.3.m146">https://doi.org/10.1093/gerona/56.3.m146</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref25">
<label>25.</label>
<mixed-citation publication-type="journal">25. Sardella A, Catalano A, Lenzo V, Bellone F, Corica F, Quattropani MC, et al. Association between cognitive reserve dimensions and frailty among older adults: A structured narrative review. Geriatr Gerontol Int [Internet]. 2020;20(11):1005-23. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ggi.14040">https://doi.org/10.1111/ggi.14040</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sardella</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Catalano</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Lenzo</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Bellone</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Corica</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Quattropani</surname>
<given-names>MC</given-names>
</name>
</person-group>
<article-title>Association between cognitive reserve dimensions and frailty among older adults: A structured narrative review</article-title>
<source>Geriatr Gerontol Int</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ggi.14040">https://doi.org/10.1111/ggi.14040</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref26">
<label>26.</label>
<mixed-citation publication-type="journal">26. Sargent L, Nalls M, Amella EJ, Slattum PW, Mueller M, Bandinelli S, et al. Shared mechanisms for cognitive impairment and physical frailty: A model for complex systems. Alzheimers Dement (N Y) [Internet]. 2020;6(1):e12027. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/trc2.12027">https://doi.org/10.1002/trc2.12027</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sargent</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Nalls</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Amella</surname>
<given-names>EJ</given-names>
</name>
<name>
<surname>Slattum</surname>
<given-names>PW</given-names>
</name>
<name>
<surname>Mueller</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Bandinelli</surname>
<given-names>S</given-names>
</name>
</person-group>
<article-title>Shared mechanisms for cognitive impairment and physical frailty: A model for complex systems</article-title>
<source>Alzheimers Dement (N Y)</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/trc2.12027">https://doi.org/10.1002/trc2.12027</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref27">
<label>27.</label>
<mixed-citation publication-type="journal">27. Borges MK, Canevelli M, Cesari M, Aprahamian I. Frailty as a Predictor of Cognitive Disorders: ASystematic Review and Meta-Analysis. Front Med (Lausanne) [Internet]. 2019;6:26. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmed.2019.00026">https://doi.org/10.3389/fmed.2019.00026</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borges</surname>
<given-names>MK</given-names>
</name>
<name>
<surname>Canevelli</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Cesari</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Aprahamian</surname>
<given-names>I</given-names>
</name>
</person-group>
<article-title>Frailty as a Predictor of Cognitive Disorders: ASystematic Review and Meta-Analysis</article-title>
<source>Front Med</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmed.2019.00026">https://doi.org/10.3389/fmed.2019.00026</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref28">
<label>28.</label>
<mixed-citation publication-type="journal">28. Robertson DA, Savva GM, Kenny RA. Frailty and cognitive impairment -Areview of the evidence and causal mechanisms. Ageing Res Rev [Internet]. 2013;12(4):840-51. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.arr.2013.06.004">https://doi.org/10.1016/j.arr.2013.06.004</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Robertson</surname>
<given-names>DA</given-names>
</name>
<name>
<surname>Savva</surname>
<given-names>GM</given-names>
</name>
<name>
<surname>Kenny</surname>
<given-names>RA</given-names>
</name>
</person-group>
<article-title>Frailty and cognitive impairment -Areview of the evidence and causal mechanisms</article-title>
<source>Ageing Res Rev</source>
<year>2013</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.arr.2013.06.004">https://doi.org/10.1016/j.arr.2013.06.004</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref29">
<label>29.</label>
<mixed-citation publication-type="journal">29. Inglés M, Mas-Bargues C, Gimeno-Mallench L, Cruz-Guerrero R, García-García FJ, Gambini J, et al. Relation Between Genetic Factors and Frailty in Older Adults. J Am Med Dir Assoc [Internet]. 2019;20(11):1451-7. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jamda.2019.03.011">https://doi.org/10.1016/j.jamda.2019.03.011</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Inglés</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Mas-Bargues</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Gimeno-Mallench</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Cruz-Guerrero</surname>
<given-names>R</given-names>
</name>
<name>
<surname>García-García</surname>
<given-names>FJ</given-names>
</name>
<name>
<surname>Gambini</surname>
<given-names>J</given-names>
</name>
</person-group>
<article-title>Relation Between Genetic Factors and Frailty in Older Adults</article-title>
<source>J Am Med Dir Assoc</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jamda.2019.03.011">https://doi.org/10.1016/j.jamda.2019.03.011</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref30">
<label>30.</label>
<mixed-citation publication-type="journal">30. Pansarasa O, Pistono C, Davin A, Bordoni M, Mimmi MC, Guaita A, et al. Altered immune system in frailty: Genetics and diet may influence inflammation. Ageing Res Rev [Internet]. 2019;54:100935. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.arr.2019.100935">https://doi.org/10.1016/j.arr.2019.100935</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pansarasa</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Pistono</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Davin</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Bordoni</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Mimmi</surname>
<given-names>MC</given-names>
</name>
<name>
<surname>Guaita</surname>
<given-names>A</given-names>
</name>
</person-group>
<article-title>Altered immune system in frailty: Genetics and diet may influence inflammation</article-title>
<source>Ageing Res Rev</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.arr.2019.100935">https://doi.org/10.1016/j.arr.2019.100935</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref31">
<label>31.</label>
<mixed-citation publication-type="journal">31. Palmer K, Villani ER, Vetrano DL, Cherubini A, Cruz-Jentoft AJ, Curtin D, et al. Association of polypharmacy and hyperpolypharmacy with frailty states: a systematic review and meta-analysis. Eur Geriatr Med [Internet]. 2019;10(1):9-36. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s41999-018-0124-5">https://doi.org/10.1007/s41999-018-0124-5</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palmer</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Villani</surname>
<given-names>ER</given-names>
</name>
<name>
<surname>Vetrano</surname>
<given-names>DL</given-names>
</name>
<name>
<surname>Cherubini</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Cruz-Jentoft</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Curtin</surname>
<given-names>D</given-names>
</name>
</person-group>
<article-title>Association of polypharmacy and hyperpolypharmacy with frailty states: a systematic review and meta-analysis</article-title>
<source>Eur Geriatr Med</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s41999-018-0124-5">https://doi.org/10.1007/s41999-018-0124-5</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref32">
<label>32.</label>
<mixed-citation publication-type="journal">32. Vetrano DL, Villani ER, Grande G, Giovannini S, Cipriani MC, Manes-Gravina E, et al. Association of Polypharmacy With 1-Year Trajectories of Cognitive and Physical Function in Nursing Home Residents: Results From a Multicenter European Study. J Am Med Dir Assoc [Internet]. 2018;19(8):710-713. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jamda.2018.04.008">https://doi.org/10.1016/j.jamda.2018.04.008</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vetrano</surname>
<given-names>DL</given-names>
</name>
<name>
<surname>Villani</surname>
<given-names>ER</given-names>
</name>
<name>
<surname>Grande</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Giovannini</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Cipriani</surname>
<given-names>MC</given-names>
</name>
<name>
<surname>Manes-Gravina</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>Association of Polypharmacy With 1-Year Trajectories of Cognitive and Physical Function in Nursing Home Residents: Results From a Multicenter European Study</article-title>
<source>J Am Med Dir Assoc</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jamda.2018.04.008">https://doi.org/10.1016/j.jamda.2018.04.008</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref33">
<label>33.</label>
<mixed-citation publication-type="journal">33. Umegaki H, Yanagawa M, Komiya H, Matsubara M, Fujisawa C, Suzuki Y, et al. Polypharmacy and gait speed in individuals with mild cognitive impairment. Geriatr Gerontol Int [Internet]. 2019;19(8):730-5. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ggi.13688">https://doi.org/10.1111/ggi.13688</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Umegaki</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Yanagawa</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Komiya</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Matsubara</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Fujisawa</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Suzuki</surname>
<given-names>Y</given-names>
</name>
</person-group>
<article-title>Polypharmacy and gait speed in individuals with mild cognitive impairment</article-title>
<source>Geriatr Gerontol Int</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ggi.13688">https://doi.org/10.1111/ggi.13688</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref34">
<label>34.</label>
<mixed-citation publication-type="journal">34. Rosted E, Schultz M, Sanders S. Frailty and polypharmacy in elderly patients are associated with a high readmission risk. Dan Med J [Internet]. 2016;63(9):A5274. Available from: <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/27585531">https://pubmed.ncbi.nlm.nih.gov/27585531</ext-link>/</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosted</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Schultz</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Sanders</surname>
<given-names>S</given-names>
</name>
</person-group>
<article-title>Frailty and polypharmacy in elderly patients are associated with a high readmission risk</article-title>
<source>Dan Med J</source>
<year>2016</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/27585531">https://pubmed.ncbi.nlm.nih.gov/27585531</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref35">
<label>35.</label>
<mixed-citation publication-type="journal">35. Bonaga B, Sanchez-Jurado PM, Martinez-Reig M, Ariza G, Rodriguez-Manas L, Gnjidic D, et al. Frailty, Polypharmacy, and Health Outcomes in Older Adults: The Frailty and Dependence in Albacete Study. J Am Med Dir Assoc [Internet]. 2018;19(1):46-52. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jamda.2017.07.008">https://doi.org/10.1016/j.jamda.2017.07.008</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bonaga</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Sanchez-Jurado</surname>
<given-names>PM</given-names>
</name>
<name>
<surname>Martinez-Reig</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Ariza</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Rodriguez-Manas</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Gnjidic</surname>
<given-names>D</given-names>
</name>
</person-group>
<article-title>Frailty, Polypharmacy, and Health Outcomes in Older Adults: The Frailty and Dependence in Albacete Study</article-title>
<source>J Am Med Dir Assoc</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jamda.2017.07.008">https://doi.org/10.1016/j.jamda.2017.07.008</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref36">
<label>36.</label>
<mixed-citation publication-type="journal">36. Herr M, Robine JM, Pinot J, Arvieu JJ, Ankri J. Polypharmacy and frailty: prevalence, relationship, and impact on mortality in a French sample of 2350 old people. Pharmacoepidemiol Drug Saf [Internet]. 2015;24(6):637-46. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/pds.3772">https://doi.org/10.1002/pds.3772</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herr</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Robine</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Pinot</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Arvieu</surname>
<given-names>JJ</given-names>
</name>
<name>
<surname>Ankri</surname>
<given-names>J</given-names>
</name>
</person-group>
<article-title>Polypharmacy and frailty: prevalence, relationship, and impact on mortality in a French sample of 2350 old people</article-title>
<source>Pharmacoepidemiol Drug Saf</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/pds.3772">https://doi.org/10.1002/pds.3772</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref37">
<label>37.</label>
<mixed-citation publication-type="journal">37. Palomo I, Giacaman RA, León S, Lobos G, Bustamante M, Wehinger S, et al. Analysis of the characteristics and components for the frailty syndrome in older adults from central Chile. The PIEI-ES study. Arch Gerontol Geriatr [Internet]. 2019;80:70-5. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.archger.2018.10.004">https://doi.org/10.1016/j.archger.2018.10.004</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palomo</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Giacaman</surname>
<given-names>RA</given-names>
</name>
<name>
<surname>León</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Lobos</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Bustamante</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Wehinger</surname>
<given-names>S</given-names>
</name>
</person-group>
<article-title>Analysis of the characteristics and components for the frailty syndrome in older adults from central Chile. The PIEI-ES study</article-title>
<source>Arch Gerontol Geriatr</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.archger.2018.10.004">https://doi.org/10.1016/j.archger.2018.10.004</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref38">
<label>38.</label>
<mixed-citation publication-type="journal">38. Albala-Brevis C, Icaza G, Vio F, García C, Marín PP, Quiroga P. A short test to evaluate cognitive impairment based on Folstein’s MMSE. Gerontology. 2001;47(S1):S183.</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Albala-Brevis</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Icaza</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Vio</surname>
<given-names>F</given-names>
</name>
<name>
<surname>García</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Marín</surname>
<given-names>PP</given-names>
</name>
<name>
<surname>Quiroga</surname>
<given-names>P</given-names>
</name>
</person-group>
<article-title>A short test to evaluate cognitive impairment based on Folstein’s MMSE</article-title>
<source>Gerontology</source>
<year>2001</year>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref39">
<label>39.</label>
<mixed-citation publication-type="webpage">39. Ministerio de Salud. Manual de Aplicación del Examen de Medicina Preventiva del Adulto Mayor. División de Prevención y Control de Enfermedades. Subsecretaría de Salud Pública [Internet]. Chile: Minsal; 2010. Available from: <ext-link ext-link-type="uri" xlink:href="https://diprece.minsal.cl/wrdprss_minsal/wp-content/uploads/2015/05/instructivo-de-control-de-salud-empam.pdf">https://diprece.minsal.cl/wrdprss_minsal/wp-content/uploads/2015/05/instructivo-de-control-de-salud-empam.pdf</ext-link>
</mixed-citation>
<element-citation publication-type="webpage">
<person-group person-group-type="author">
<name>
<surname>Minsal</surname>
<given-names>Ministerio de Salud</given-names>
</name>
</person-group>
<article-title>Manual de Aplicación del Examen de Medicina Preventiva del Adulto Mayor. División de Prevención y Control de Enfermedades. Subsecretaría de Salud Pública</article-title>
<source>Ministerio de Salud</source>
<year>2010</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://diprece.minsal.cl/wrdprss_minsal/wp-content/uploads/2015/05/instructivo-de-control-de-salud-empam.pdf">https://diprece.minsal.cl/wrdprss_minsal/wp-content/uploads/2015/05/instructivo-de-control-de-salud-empam.pdf</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref40">
<label>40.</label>
<mixed-citation publication-type="journal">40. Noh B, Youm C, Lee M, Park H. Associating Gait Phase and Physical Fitness with Global Cognitive Function in the Aged. Int J Environ Res Public Health [Internet]. 2020;17(13):4786. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph17134786">https://doi.org/10.3390/ijerph17134786</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noh</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Youm</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>H</given-names>
</name>
</person-group>
<article-title>Associating Gait Phase and Physical Fitness with Global Cognitive Function in the Aged</article-title>
<source>Int J Environ Res Public Health</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph17134786">https://doi.org/10.3390/ijerph17134786</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref41">
<label>41.</label>
<mixed-citation publication-type="journal">41. Lera L, Albala C, Leyton B, Marquez C, Angel B, Saguez R, et al. Reference values of hand-grip dynamometry and the relationship between low strength and mortality in older Chileans. Clin Interv Aging [Internet]. 2018;13:317-24. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s152946">https://doi.org/10.2147/cia.s152946</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lera</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Albala</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Leyton</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Marquez</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Angel</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Saguez</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>Reference values of hand-grip dynamometry and the relationship between low strength and mortality in older Chileans</article-title>
<source>Clin Interv Aging</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s152946">https://doi.org/10.2147/cia.s152946</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref42">
<label>42.</label>
<mixed-citation publication-type="journal">42. Garcia-Garcia FJ, Gutierrez-Avila G, Alfaro-Acha A, Amor-Andres MS, De La Torre-Lanza MA, Escribano-Aparicio MV, et al. The prevalence of frailty syndrome in an older population from Spain. The Toledo Study for Healthy Aging. J Nutr Health Aging [Internet]. 2011;15(10):852-6. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-011-0075-8">https://doi.org/10.1007/s12603-011-0075-8</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garcia-Garcia</surname>
<given-names>FJ</given-names>
</name>
<name>
<surname>Gutierrez-Avila</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Alfaro-Acha</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Amor-Andres</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>De La Torre-Lanza</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Escribano-Aparicio</surname>
<given-names>MV</given-names>
</name>
</person-group>
<article-title>The prevalence of frailty syndrome in an older population from Spain. The Toledo Study for Healthy Aging</article-title>
<source>J Nutr Health Aging</source>
<year>2011</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-011-0075-8">https://doi.org/10.1007/s12603-011-0075-8</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref43">
<label>43.</label>
<mixed-citation publication-type="journal">43. Arauna D, Cerda A, García-García JF, Wehinger S, Castro F, Méndez D, et al. Polypharmacy Is Associated with Frailty, Nutritional Risk and Chronic Disease in Chilean Older Adults: Remarks from PIEI-ES Study. Clin Interv Aging [Internet]. 2020;15:1013-22. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s247444">https://doi.org/10.2147/cia.s247444</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arauna</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Cerda</surname>
<given-names>A</given-names>
</name>
<name>
<surname>García-García</surname>
<given-names>JF</given-names>
</name>
<name>
<surname>Wehinger</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Castro</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Méndez</surname>
<given-names>D</given-names>
</name>
</person-group>
<article-title>Polypharmacy Is Associated with Frailty, Nutritional Risk and Chronic Disease in Chilean Older Adults: Remarks from PIEI-ES Study</article-title>
<source>Clin Interv Aging</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/cia.s247444">https://doi.org/10.2147/cia.s247444</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref44">
<label>44.</label>
<mixed-citation publication-type="journal">44. Gnjidic D, Hilmer SN, Blyth FM, Naganathan V, Waite L, Seibel MJ, et al. Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiol [Internet]. 2012;65(9):989-95. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jclinepi.2012.02.018">https://doi.org/10.1016/j.jclinepi.2012.02.018</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gnjidic</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Hilmer</surname>
<given-names>SN</given-names>
</name>
<name>
<surname>Blyth</surname>
<given-names>FM</given-names>
</name>
<name>
<surname>Naganathan</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Waite</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Seibel</surname>
<given-names>MJ</given-names>
</name>
</person-group>
<article-title>Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes</article-title>
<source>J Clin Epidemiol</source>
<year>2012</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jclinepi.2012.02.018">https://doi.org/10.1016/j.jclinepi.2012.02.018</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref45">
<label>45.</label>
<mixed-citation publication-type="journal">45. Bartolini L. Deterioro cognitivo. Diagnosis [Internet]. 2019;16:27-35. Available from: <ext-link ext-link-type="uri" xlink:href="https://dialnet.unirioja.es/servlet/articulo?codigo=7221180">https://dialnet.unirioja.es/servlet/articulo?codigo=7221180</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bartolini</surname>
<given-names>L</given-names>
</name>
</person-group>
<article-title>Deterioro cognitivo</article-title>
<source>Diagnosis</source>
<year>2019</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://dialnet.unirioja.es/servlet/articulo?codigo=7221180">https://dialnet.unirioja.es/servlet/articulo?codigo=7221180</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref46">
<label>46.</label>
<mixed-citation publication-type="journal">46. Ortiz GG, Arias-Merino ED, Flores-Saiffe ME, Velazquez-Brizuela IE, Macias-Islas MA, Pacheco-Moises FP. Prevalence of Cognitive Impairment and Depression among a Population Aged over 60 Years in the Metropolitan Area of Guadalajara, Mexico. Curr Gerontol Geriatr Res [Internet]. 2012;2012:175019. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1155/2012/175019">https://doi.org/10.1155/2012/175019</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ortiz</surname>
<given-names>GG</given-names>
</name>
<name>
<surname>Arias-Merino</surname>
<given-names>ED</given-names>
</name>
<name>
<surname>Flores-Saiffe</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Velazquez-Brizuela</surname>
<given-names>IE</given-names>
</name>
<name>
<surname>Macias-Islas</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Pacheco-Moises</surname>
<given-names>FP</given-names>
</name>
</person-group>
<article-title>Prevalence of Cognitive Impairment and Depression among a Population Aged over 60 Years in the Metropolitan Area of Guadalajara, Mexico</article-title>
<source>Curr Gerontol Geriatr Res</source>
<year>2012</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1155/2012/175019">https://doi.org/10.1155/2012/175019</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref47">
<label>47.</label>
<mixed-citation publication-type="journal">47. Saw YM, Saw TN, Than TM, Khaing M, Soe PP, Oo S, et al. Cognitive impairment and its risk factors among Myanmar elderly using the Revised Hasegawa’s Dementia Scale: A cross-sectional study in Nay Pyi Taw, Myanmar. PLoS One [Internet]. 2020;15(7):e0236656. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0236656">https://doi.org/10.1371/journal.pone.0236656</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saw</surname>
<given-names>YM</given-names>
</name>
<name>
<surname>Saw</surname>
<given-names>TN</given-names>
</name>
<name>
<surname>Than</surname>
<given-names>TM</given-names>
</name>
<name>
<surname>Khaing</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Soe</surname>
<given-names>PP</given-names>
</name>
<name>
<surname>Oo</surname>
<given-names>S</given-names>
</name>
</person-group>
<article-title>Cognitive impairment and its risk factors among Myanmar elderly using the Revised Hasegawa’s Dementia Scale: A cross-sectional study in Nay Pyi Taw, Myanmar</article-title>
<source>PLoS One</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0236656">https://doi.org/10.1371/journal.pone.0236656</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref48">
<label>48.</label>
<mixed-citation publication-type="journal">48. Tombaugh TN, McIntyre NJ. The mini-mental state examination: a comprehensive review. J Am Geriatr Soc [Internet]. 1992;40(9):922-35. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1532-5415.1992.tb01992.x">https://doi.org/10.1111/j.1532-5415.1992.tb01992.x</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tombaugh</surname>
<given-names>TN</given-names>
</name>
<name>
<surname>McIntyre</surname>
<given-names>NJ</given-names>
</name>
</person-group>
<article-title>The mini-mental state examination: a comprehensive review</article-title>
<source>J Am Geriatr Soc</source>
<year>1992</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1532-5415.1992.tb01992.x">https://doi.org/10.1111/j.1532-5415.1992.tb01992.x</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref49">
<label>49.</label>
<mixed-citation publication-type="journal">49. Li A, Chen S, Liu J, Chen T, Shi Y. CSL-CTEA: a systematic method for evaluating novel intelligent cognitive assessment tools. Health Inf Sci Syst [Internet]. 2025;13(1):29. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13755-025-00346-6">https://doi.org/10.1007/s13755-025-00346-6</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>Y</given-names>
</name>
</person-group>
<article-title>CSL-CTEA: a systematic method for evaluating novel intelligent cognitive assessment tools</article-title>
<source>Health Inf Sci Syst</source>
<year>2025</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13755-025-00346-6">https://doi.org/10.1007/s13755-025-00346-6</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref50">
<label>50.</label>
<mixed-citation publication-type="journal">50. Ashby-Mitchell K, Jagger C, Fouweather T, Anstey KJ. Life expectancy with and without cognitive impairment in seven Latin American and Caribbean countries. PLoS One [Internet]. 2015;10(3):e0121867. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0121867">https://doi.org/10.1371/journal.pone.0121867</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ashby-Mitchell</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Jagger</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Fouweather</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Anstey</surname>
<given-names>KJ</given-names>
</name>
</person-group>
<article-title>Life expectancy with and without cognitive impairment in seven Latin American and Caribbean countries</article-title>
<source>PLoS One</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0121867">https://doi.org/10.1371/journal.pone.0121867</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref51">
<label>51.</label>
<mixed-citation publication-type="journal">51. Makkar SR, Lipnicki DM, Crawford JD, Kochan NA, Castro-Costa E, Lima-Costa MF, et al. Education and the moderating roles of age, sex, ethnicity and apolipoprotein epsilon 4 on the risk of cognitive impairment. Arch Gerontol Geriatr [Internet]. 2020;91:104112. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.archger.2020.104112">https://doi.org/10.1016/j.archger.2020.104112</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Makkar</surname>
<given-names>SR</given-names>
</name>
<name>
<surname>Lipnicki</surname>
<given-names>DM</given-names>
</name>
<name>
<surname>Crawford</surname>
<given-names>JD</given-names>
</name>
<name>
<surname>Kochan</surname>
<given-names>NA</given-names>
</name>
<name>
<surname>Castro-Costa</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Lima-Costa</surname>
<given-names>MF</given-names>
</name>
</person-group>
<article-title>Education and the moderating roles of age, sex, ethnicity and apolipoprotein epsilon 4 on the risk of cognitive impairment</article-title>
<source>Arch Gerontol Geriatr</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.archger.2020.104112">https://doi.org/10.1016/j.archger.2020.104112</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref52">
<label>52.</label>
<mixed-citation publication-type="journal">52. Lee J, Ham MJ, Pyeon JY, Oh E, Jeong SH, Sohn EH, et al. Factors Affecting Cognitive Impairment and Depression in the Elderly Who Live Alone: Cases in Daejeon Metropolitan City. Dement Neurocogn Disord [Internet]. 2017;16(1):12-19. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12779/dnd.2017.16.1.12">https://doi.org/10.12779/dnd.2017.16.1.12</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Ham</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Pyeon</surname>
<given-names>JY</given-names>
</name>
<name>
<surname>Oh</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Jeong</surname>
<given-names>SH</given-names>
</name>
<name>
<surname>Sohn</surname>
<given-names>EH</given-names>
</name>
</person-group>
<article-title>Factors Affecting Cognitive Impairment and Depression in the Elderly Who Live Alone: Cases in Daejeon Metropolitan City</article-title>
<source>Dement Neurocogn Disord</source>
<year>2017</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12779/dnd.2017.16.1.12">https://doi.org/10.12779/dnd.2017.16.1.12</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref53">
<label>53.</label>
<mixed-citation publication-type="journal">53. Jia J, Wang F, Wei C, Zhou A, Jia X, Li F, et al. The prevalence of dementia in urban and rural areas of China. Alzheimers Dement [Internet]. 2014;10(1):1-9. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jalz.2013.01.012">https://doi.org/10.1016/j.jalz.2013.01.012</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jia</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>F</given-names>
</name>
</person-group>
<article-title>The prevalence of dementia in urban and rural areas of China</article-title>
<source>Alzheimers Dement</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jalz.2013.01.012">https://doi.org/10.1016/j.jalz.2013.01.012</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref54">
<label>54.</label>
<mixed-citation publication-type="journal">54. Wang J, Xiao LD, Wang K, Luo Y, Li X. Gender Differences in Cognitive Impairment among Rural Elderly in China. Int J Environ Res Public Health [Internet]. 2020;17(10). doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph17103724">https://doi.org/10.3390/ijerph17103724</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>LD</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X</given-names>
</name>
</person-group>
<article-title>Gender Differences in Cognitive Impairment among Rural Elderly in China</article-title>
<source>Int J Environ Res Public Health</source>
<year>2020</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph17103724">https://doi.org/10.3390/ijerph17103724</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref55">
<label>55.</label>
<mixed-citation publication-type="journal">55. Robertson DA, Savva GM, Coen RF, Kenny RA. Cognitive function in the prefrailty and frailty syndrome. J Am Geriatr Soc [Internet]. 2014;62(11):2118-24. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jgs.13111">https://doi.org/10.1111/jgs.13111</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Robertson</surname>
<given-names>DA</given-names>
</name>
<name>
<surname>Savva</surname>
<given-names>GM</given-names>
</name>
<name>
<surname>Coen</surname>
<given-names>RF</given-names>
</name>
<name>
<surname>Kenny</surname>
<given-names>RA</given-names>
</name>
</person-group>
<article-title>Cognitive function in the prefrailty and frailty syndrome</article-title>
<source>J Am Geriatr Soc</source>
<year>2014</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jgs.13111">https://doi.org/10.1111/jgs.13111</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref56">
<label>56.</label>
<mixed-citation publication-type="journal">56. Alic A, Pranjic N, Ramic E. Polypharmacy and decreased cognitive abilities in elderly patients. Med Arh [Internet]. 2011;65(2):102-5. Available from: <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/21585185">https://pubmed.ncbi.nlm.nih.gov/21585185</ext-link>/</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alic</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Pranjic</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Ramic</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>Polypharmacy and decreased cognitive abilities in elderly patients</article-title>
<source>Med Arh</source>
<year>2011</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/21585185">https://pubmed.ncbi.nlm.nih.gov/21585185</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref57">
<label>57.</label>
<mixed-citation publication-type="journal">57. Boyle PA, Buchman AS, Wilson RS, Leurgans SE, Bennett DA. Physical frailty is associated with incident mild cognitive impairment in community-based older persons. J Am Geriatr Soc [Internet]. 2010;58(2):248-55. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1532-5415.2009.02671.x">https://doi.org/10.1111/j.1532-5415.2009.02671.x</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boyle</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Buchman</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Leurgans</surname>
<given-names>SE</given-names>
</name>
<name>
<surname>Bennett</surname>
<given-names>DA</given-names>
</name>
</person-group>
<article-title>Physical frailty is associated with incident mild cognitive impairment in community-based older persons</article-title>
<source>J Am Geriatr Soc</source>
<year>2010</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1532-5415.2009.02671.x">https://doi.org/10.1111/j.1532-5415.2009.02671.x</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref58">
<label>58.</label>
<mixed-citation publication-type="journal">58. Chen S, Honda T, Narazaki K, Chen T, Kishimoto H, Haeuchi Y, et al. Physical Frailty Is Associated with Longitudinal Decline in Global Cognitive Function in Non-Demented Older Adults: A Prospective Study. J Nutr Health Aging [Internet]. 2018;22(1):82-8. doi. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-017-0924-1">https://doi.org/10.1007/s12603-017-0924-1</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Honda</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Narazaki</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Kishimoto</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Haeuchi</surname>
<given-names>Y</given-names>
</name>
</person-group>
<article-title>Physical Frailty Is Associated with Longitudinal Decline in Global Cognitive Function in Non-Demented Older Adults: A Prospective Study</article-title>
<source>J Nutr Health Aging</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-017-0924-1">https://doi.org/10.1007/s12603-017-0924-1</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref59">
<label>59.</label>
<mixed-citation publication-type="journal">59. Buchman AS, Boyle PA, Yu L, Shah RC, Wilson RS, Bennett DA. Total daily physical activity and the risk of AD and cognitive decline in older adults. Neurology [Internet]. 2012;78(17):1323-9. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1212/WNL.0b013e3182535d35">https://doi.org/10.1212/WNL.0b013e3182535d35</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buchman</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Boyle</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Shah</surname>
<given-names>RC</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Bennett</surname>
<given-names>DA</given-names>
</name>
</person-group>
<article-title>Total daily physical activity and the risk of AD and cognitive decline in older adults</article-title>
<source>Neurology</source>
<year>2012</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1212/WNL.0b013e3182535d35">https://doi.org/10.1212/WNL.0b013e3182535d35</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref60">
<label>60.</label>
<mixed-citation publication-type="journal">60. Yassuda MS, Lopes A, Cachioni M, Falcao DV, Batistoni SS, Guimaraes VV, et al. Frailty criteria and cognitive performance are related: data from the FIBRA study in Ermelino Matarazzo, Sao Paulo, Brazil. J Nutr Health Aging [Internet]. 2012;16(1):55-61. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-012-0003-6">https://doi.org/10.1007/s12603-012-0003-6</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yassuda</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>Lopes</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Cachioni</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Falcao</surname>
<given-names>DV</given-names>
</name>
<name>
<surname>Batistoni</surname>
<given-names>SS</given-names>
</name>
<name>
<surname>Guimaraes</surname>
<given-names>VV</given-names>
</name>
</person-group>
<article-title>Frailty criteria and cognitive performance are related: data from the FIBRA study in Ermelino Matarazzo, Sao Paulo, Brazil</article-title>
<source>J Nutr Health Aging</source>
<year>2012</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12603-012-0003-6">https://doi.org/10.1007/s12603-012-0003-6</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref61">
<label>61.</label>
<mixed-citation publication-type="journal">61. Buchman AS, Yu L, Wilson RS, Boyle PA, Schneider JA, Bennett DA. Brain pathology contributes to simultaneous change in physical frailty and cognition in old age. J GerontolABiol Sci Med Sci [Internet]. 2014;69(12):1536-44. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/gerona/glu117">https://doi.org/10.1093/gerona/glu117</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buchman</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Boyle</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Schneider</surname>
<given-names>JA</given-names>
</name>
<name>
<surname>Bennett</surname>
<given-names>DA</given-names>
</name>
</person-group>
<article-title>Brain pathology contributes to simultaneous change in physical frailty and cognition in old age</article-title>
<source>J GerontolABiol Sci Med Sci</source>
<year>2014</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/gerona/glu117">https://doi.org/10.1093/gerona/glu117</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref62">
<label>62.</label>
<mixed-citation publication-type="journal">62. Searle SD, Rockwood K. Frailty and the risk of cognitive impairment. Alzheimers Res Ther [Internet]. 2015;7(1):54. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13195-015-0140-3">https://doi.org/10.1186/s13195-015-0140-3</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Searle</surname>
<given-names>SD</given-names>
</name>
<name>
<surname>Rockwood</surname>
<given-names>K</given-names>
</name>
</person-group>
<article-title>Frailty and the risk of cognitive impairment</article-title>
<source>Alzheimers Res Ther</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13195-015-0140-3">https://doi.org/10.1186/s13195-015-0140-3</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref63">
<label>63.</label>
<mixed-citation publication-type="journal">63. Kizilarslanoğlu MC, Kara Ö, Yeşil Y, Kuyumcu ME, Öztürk ZA, Cankurtaran M, et al. Alzheimer disease, inflammation, and novel inflammatory marker: resistin. Turk J Med Sci [Internet]. 2015;45(5):1040-6. Available from: <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/26738345">https://pubmed.ncbi.nlm.nih.gov/26738345</ext-link>/</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kara</surname>
<given-names>Ö</given-names>
</name>
<name>
<surname>Kuyumcu</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Öztürk</surname>
<given-names>ZA</given-names>
</name>
<name>
<surname>Cankurtaran</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Kizilarslanoğlu</surname>
<given-names>MC</given-names>
</name>
<name>
<surname>Yeşil</surname>
<given-names>Y</given-names>
</name>
</person-group>
<article-title>Alzheimer disease, inflammation, and novel inflammatory marker: resistin</article-title>
<source>Turk J Med Sci</source>
<year>2015</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/26738345">https://pubmed.ncbi.nlm.nih.gov/26738345</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref64">
<label>64.</label>
<mixed-citation publication-type="journal">64. Buchman AS, Boyle PA, Wilson RS, Tang Y, Bennett DA. Frailty is associated with incident Alzheimer’s disease and cognitive decline in the elderly. Psychosom Med [Internet]. 2007;69(5):483-9. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/psy.0b013e318068de1d">https://doi.org/10.1097/psy.0b013e318068de1d</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buchman</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Boyle</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Bennett</surname>
<given-names>DA</given-names>
</name>
</person-group>
<article-title>Frailty is associated with incident Alzheimer’s disease and cognitive decline in the elderly</article-title>
<source>Psychosom Med</source>
<year>2007</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/psy.0b013e318068de1d">https://doi.org/10.1097/psy.0b013e318068de1d</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref65">
<label>65.</label>
<mixed-citation publication-type="journal">65. Trevisan C, Limongi F, Siviero P, Noale M, Cignarella A, Manzato E, et al. Mild polypharmacy and MCI progression in older adults: the mediation effect of drug-drug interactions. Aging Clin Exp Res. 2021;33(1):49-56. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s40520-019-01420-2">https://doi.org/10.1007/s40520-019-01420-2</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trevisan</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Limongi</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Siviero</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Noale</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Cignarella</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Manzato</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>Mild polypharmacy and MCI progression in older adults: the mediation effect of drug-drug interactions</article-title>
<source>Aging Clin Exp Res</source>
<year>2021</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s40520-019-01420-2">https://doi.org/10.1007/s40520-019-01420-2</ext-link>
</comment>
</element-citation>
</ref>
<ref id="redalyc_71983381002_ref66">
<label>66.</label>
<mixed-citation publication-type="journal">66.        Morin L, Johnell K, Laroche ML, Fastbom J, Wastesson JW. The epidemiology of polypharmacy in older adults: register-based prospective cohort study. Clin Epidemiol [Internet]. 2018;10:289-98. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/clep.s153458">https://doi.org/10.2147/clep.s153458</ext-link>
</mixed-citation>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Morin</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Johnell</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Laroche</surname>
<given-names>ML</given-names>
</name>
<name>
<surname>Fastbom</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Wastesson</surname>
<given-names>JW</given-names>
</name>
</person-group>
<article-title>The epidemiology of polypharmacy in older adults: register-based prospective cohort study</article-title>
<source>Clin Epidemiol</source>
<year>2018</year>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/clep.s153458">https://doi.org/10.2147/clep.s153458</ext-link>
</comment>
</element-citation>
</ref>
</ref-list>
</back>
</article>