Multilevel measures of socioeconomic disparities impact brain health and dementia across the Americas

Abstract Background Socioeconomic disparities (SED) influence brain health and dementia. Latin America (LA) is characterized by high SED and a disproportionate prevalence of Alzheimer’s disease (AD) and frontotemporal lobe degeneration (FTLD) compared to high‐income populations like the United States (US). However, the impact of SED on brain reserve across neurocognitive pathways related to aging and dementia in LA remains unknown. Method We evaluated how SED impact brain volume and functional connectivity in participants with AD, FTLD, and controls from LA (Argentina, Chile, Colombia, Mexico, Peru) and US, triangulating three SED measures: (i) educational attainment ( n = 1410), (ii) cross‐culturally harmonized social determinants of health (SDH; n = 2324), and (iii) structural inequality (GINI index; n = 2135). Data were obtained from the Multi‐Partner Consortium to Expand Dementia Research in Latin America [ReDLat], the Alzheimer’s Disease Neuroimaging Initiative [ADNI], and the Laboratory of Neuro Imaging [LONI]. We controlled for multiple potential confounders (e.g., scanner, TIV, age, sex). Result Across the three studies, SED was associated with impaired neurocognitive outcomes, especially in LA compared to the US. (i) Lower educational attainment was associated with reduced fronto‐temporo‐posterior brain volume and connectivity across all LA groups ( Fig 1 ; multiple regressions and kruskall‐wallis comparisons, P <0.05 TFCE correction). (ii) Adverse SDH including childhood SDH, discriminated between controls, AD, and FTLD in LA, affecting patients’ cognition, severity, and functionality ( Fig 2A‐B ; XGBoost binary logistic regression). Also, adverse SDH induced reduced volume and connectivity (VBM and whole‐brain analysis, both P ‐FDR<0.05) across LA groups ( Fig 2C ). Finally, (iii) Higher structural income inequality at both the state/country levels was associated with reduced volume and connectivity in the temporo‐parietal, cingulum‐limbic, and cerebellar regions, with more pronounced effects in LA groups ( Fig 3 ; multiple regressions with grey matter volume [w‐maps, P ‐FWE<0.05] and connectivity [wSDM coefficients, P ‐Bonf<0.05]). Conclusion Findings suggest that exacerbated SED, observed in more diverse samples from LA, differentially and negatively impact neurocognitive factors in aging and dementia. This aligns with the notion that SED diminish brain and cognitive reserve, amplifying dementia burden. Tailored, local‐sensitive models are required to leverage the impact of SED in brain health and dementia, particularly in underrepresented populations like LA.

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Journal
Alzheimer s & Dementia
Published
2024-12-01
DOI
https://doi.org/10.1002/alz.088158
Citations
3
Primary Topic
Health, Environment, Cognitive Aging
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article
Field-Weighted Citation Impact
0.94
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article

Multilevel measures of socioeconomic disparities impact brain health and dementia across the Americas

Stefanie Danielle Piña‐Escudero, Agustín M. Ibáñez, Joaquín Migeot, Raúl González-Gómez et al.
3 citations
Alzheimer s & Dementia
Health, Environment, Cognitive Aging
0.94
article

Multilevel measures of socioeconomic disparities impact brain health and dementia across the Americas

Stefanie Danielle Piña‐Escudero, Agustín M. Ibáñez, Joaquín Migeot, Raúl González-Gómez, Florencia Altschuler, Agustina Legaz
article en
3 citations

Abstract

Abstract Background Socioeconomic disparities (SED) influence brain health and dementia. Latin America (LA) is characterized by high SED and a disproportionate prevalence of Alzheimer’s disease (AD) and frontotemporal lobe degeneration (FTLD) compared to high‐income populations like the United States (US). However, the impact of SED on brain reserve across neurocognitive pathways related to aging and dementia in LA remains unknown. Method We evaluated how SED impact brain volume and functional connectivity in participants with AD, FTLD, and controls from LA (Argentina, Chile, Colombia, Mexico, Peru) and US, triangulating three SED measures: (i) educational attainment ( n = 1410), (ii) cross‐culturally harmonized social determinants of health (SDH; n = 2324), and (iii) structural inequality (GINI index; n = 2135). Data were obtained from the Multi‐Partner Consortium to Expand Dementia Research in Latin America [ReDLat], the Alzheimer’s Disease Neuroimaging Initiative [ADNI], and the Laboratory of Neuro Imaging [LONI]. We controlled for multiple potential confounders (e.g., scanner, TIV, age, sex). Result Across the three studies, SED was associated with impaired neurocognitive outcomes, especially in LA compared to the US. (i) Lower educational attainment was associated with reduced fronto‐temporo‐posterior brain volume and connectivity across all LA groups ( Fig 1 ; multiple regressions and kruskall‐wallis comparisons, P <0.05 TFCE correction). (ii) Adverse SDH including childhood SDH, discriminated between controls, AD, and FTLD in LA, affecting patients’ cognition, severity, and functionality ( Fig 2A‐B ; XGBoost binary logistic regression). Also, adverse SDH induced reduced volume and connectivity (VBM and whole‐brain analysis, both P ‐FDR<0.05) across LA groups ( Fig 2C ). Finally, (iii) Higher structural income inequality at both the state/country levels was associated with reduced volume and connectivity in the temporo‐parietal, cingulum‐limbic, and cerebellar regions, with more pronounced effects in LA groups ( Fig 3 ; multiple regressions with grey matter volume [w‐maps, P ‐FWE<0.05] and connectivity [wSDM coefficients, P ‐Bonf<0.05]). Conclusion Findings suggest that exacerbated SED, observed in more diverse samples from LA, differentially and negatively impact neurocognitive factors in aging and dementia. This aligns with the notion that SED diminish brain and cognitive reserve, amplifying dementia burden. Tailored, local‐sensitive models are required to leverage the impact of SED in brain health and dementia, particularly in underrepresented populations like LA.

Alzheimer s & DementiaVol. 20(S4)
University of California, San Francisco (US), Trinity College Dublin (IE), Adolfo Ibáñez University (CL), University of San Andrés (AR), Global Brain Health Institute (US)
Openalex Percentile: Top 23%
Health, Environment, Cognitive Aging
0.94
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