<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2954-4122</journal-id>
<journal-title><![CDATA[Archivos de neurociencias (México)]]></journal-title>
<abbrev-journal-title><![CDATA[Arch. Neurocien. (Mex.)]]></abbrev-journal-title>
<issn>2954-4122</issn>
<publisher>
<publisher-name><![CDATA[Instituto Nacional de Neurología y Neurocirugía "Manuel Velasco Suárez"]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2954-41222025000400172</article-id>
<article-id pub-id-type="doi">10.24875/anc.m24000022</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Volúmenes encefálicos, disfunción cognitiva y estado socioeconómico en adultos con y sin enfermedad de Alzheimer: un análisis exploratorio de datos]]></article-title>
<article-title xml:lang="en"><![CDATA[Brain volumes, cognitive dysfunction, and socioeconomic status in adults with and without Alzheimer's disease: an exploratory data analysis]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Guevara-Tirado]]></surname>
<given-names><![CDATA[Alberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Científica del Sur Facultad de Medicina Humana ]]></institution>
<addr-line><![CDATA[Lima ]]></addr-line>
<country>Perú</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2025</year>
</pub-date>
<volume>30</volume>
<numero>4</numero>
<fpage>172</fpage>
<lpage>180</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2954-41222025000400172&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2954-41222025000400172&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2954-41222025000400172&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen  Antecedentes: La neurodegeneración en la demencia de Alzheimer podría correlacionarse con manifestaciones cognitivas y factores socioeconómicos.  Objetivo: Analizar la correlación entre volumen intracraneal y cerebral, con estados socioeconómicos y cognitivos de adultos con y sin enfermedad de Alzheimer (EA).  Método: Estudio analítico y transversal, de datos secundarios de la colección de estudios de imágenes de acceso abierto (OASIS), conformado por 146 adultos con demencia y 190 sin demencia. Variables: sexo, edad, volumen intracraneal (eTIV), volumen cerebral normalizado (nWBV), nivel educativo, estado socioeconómico, Miniexamen de salud mental (MMSE), clasificación clínica de demencia (CDR). Se usó la prueba U de Mann-Whitney, correlación de Spearman y perceptrón multicapa.  Resultados: Los promedios de años de educación, estado socioeconómico, eTIV y nWBV fueron menores en adultos con EA. En adultos sin EA, el nWBV se correlacionó moderadamente con la edad (Rho: - 0.581) y el estado socioeconómico (Rho: 0.235). En adultos con EA, el nWBV se correlacionó moderadamente con la edad (Rho: - 0.406), levemente con la CDR (Rho: - 0.285) y moderadamente con el MMSE (Rho: 0.401), mientras que el eTIV se correlacionó moderadamente con el estado socioeconómico (Rho: 0.467) y años de estudio (Rho: 0.409. El perceptrón multicapa pronosticó correctamente el 91.50% de los casos de EA y descartó correctamente el 74.80% de ellos. Su área bajo la curva fue 0.862, lo que indica un modelo de clasificación aceptable.  Conclusiones: En adultos con EA, el volumen cerebral se correlaciona con la función cognitiva, mientras que el eTIV con el estado socioeconómico y años de estudio. El volumen cerebral e intracraneal, estado socioeconómico, años de estudio y sexo fueron predictores de demencia mediante análisis de redes neuronales.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Background: Neurodegeneration in Alzheimer's dementia could be correlated with cognitive manifestations and socioeconomic factors.  Objective: To analyze the correlation between intracranial and brain volume and the socioeconomic and cognitive states of adults with and without Alzheimer's disease (AD).  Method: An analytical and cross-sectional study of secondary data from the open access imaging studies collection (OASIS), made up of 146 adults with dementia and 190 without dementia. The variables were sex, age, intracranial volume (eTIV), normalized brain volume (nWBV), educational level, socioeconomic status, mini mental health test (MMSE), and clinical dementia classification (CDR). The students' t-test, Mann-Whitney U, Spearman correlation, and multilayer perceptron were used.  Results: Mean years of education, socioeconomic status, eTIV, and nWBV were lower in adults with AD. In adults without AD, nWBV was moderately correlated with age (Rho: -0.581) and socioeconomic status (Rho: 0.235). In adults with AD, nWBV was moderately correlated with age (Rho: -0.406), slightly with CDR (Rho: -0.285), moderately with MMSE (Rho: 0.401), while eTIV was moderately correlated with socioeconomic status (Rho: 0.467) and years of study (Rho: 0.409). The multilayer perceptron correctly predicted 91.50% of AD cases and correctly ruled out 74.80% of them. Its area under the curve was 0.862, indicating an acceptable classification model.  Conclusions: In adults with AD, brain volume correlates with cognitive function, while eTIV correlates with socioeconomic status and years of study. Brain and intracranial volume, socioeconomic status, years of study, and sex were predictors of dementia using neural network analysis.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Enfermedad de Alzheimer]]></kwd>
<kwd lng="es"><![CDATA[Cerebro]]></kwd>
<kwd lng="es"><![CDATA[Pruebas de estado mental y demencia]]></kwd>
<kwd lng="es"><![CDATA[Factores socioeconómicos]]></kwd>
<kwd lng="es"><![CDATA[Correlación de datos]]></kwd>
<kwd lng="en"><![CDATA[Alzheimer disease]]></kwd>
<kwd lng="en"><![CDATA[Cerebrum]]></kwd>
<kwd lng="en"><![CDATA[Mental status and dementia tests]]></kwd>
<kwd lng="en"><![CDATA[Socioeconomic factors]]></kwd>
<kwd lng="en"><![CDATA[Correlation of data]]></kwd>
</kwd-group>
</article-meta>
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