Educational disparities in brain health and dementia across Latin America and the United States

Author:

Gonzalez‐Gomez Raul12ORCID,Legaz Agustina134,Moguilner Sebastián135,Cruzat Josephine1,Hernández Hernán1,Baez Sandra67,Cocchi Rafael1,Coronel‐Olivero Carlos1689,Medel Vicente1,Tagliazuchi Enzo141011,Migeot Joaquín1,Ochoa‐Rosales Carolina1,Maito Marcelo Adrián3,Reyes Pablo12,Santamaria Garcia Hernando1213,Godoy Maria E.13,Javandel Shireen814,García Adolfo M.3815,Matallana Diana L.1213,Avila‐Funes José Alberto16,Slachevsky Andrea17181920,Behrens María I.2122,Custodio Nilton23,Cardona Juan F.24,Brusco Ignacio L.25,Bruno Martín A.26,Sosa Ortiz Ana L.27,Pina‐Escudero Stefanie D.814,Takada Leonel T.28,Resende Elisa de Paula França829,Valcour Victor814,Possin Katherine L.814,Okada de Oliveira Maira830,Lopera Francisco31,Lawlor Brian6,Hu Kun32,Miller Bruce814,Yokoyama Jennifer S.814,Gonzalez Campo Cecilia34,Ibañez Agustin1368ORCID

Affiliation:

1. Latin American Brain Health Institute (BrainLat) Universidad Adolfo Ibañez Santiago Chile

2. Center for Social and Cognitive Neuroscience School of Psychology Universidad Adolfo Ibañez Santiago Chile

3. Cognitive Neuroscience Center Universidad de San Andrés, Ciudad Autónoma de Buenos Aires Buenos Aires Argentina

4. Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Ciudad Autónoma de Buenos Aires Buenos Aires Argentina

5. Department of Neurology Harvard Medical School Boston Massachusetts USA

6. Global Brain Health Institute (GBHI) Trinity College Dublin Dublin Ireland

7. Universidad de los Andes Bogotá D.C. Colombia

8. Global Brain Health Institute University of California San Francisco California USA

9. Centro Interdisciplinario de Neurociencia de Valparaíso (CINV) Valparaíso Chile

10. Departamento de Física Universidad de Buenos Aires, Ciudad Autónoma de Buenos Aires Buenos Aires Argentina

11. Instituto de Física de Buenos Aires (FIBA –CONICET), Ciudad Autónoma de Buenos Aires Buenos Aires Argentina

12. Instituto de Envejecimiento, Facultad de Medicina, Pontificia Universidad Javeriana Bogotá D.C. Colombia

13. Center for Memory and Cognition, Hospital Universitario San Ignacio Bogotá, San Ignacio Bogotá D.C. Colombia

14. Memory and Aging Center Department of Neurology University of California San Francisco California USA

15. Departamento de Lingüística y Literatura Facultad de Humanidades Universidad de Santiago de Chile Santiago Chile

16. Dirección de Enseñanza Instituto Nacional de Ciencias Médicas y Nutrición, Salvador Zubirán Ciudad de México D.C. México

17. Geroscience Center for Brain Health and Metabolism (GERO) Santiago Chile

18. Memory and Neuropsychiatric Center (CMYN) Neurology Department Hospital del Salvador & Faculty of Medicine University of Chile Santiago Chile

19. Neuropsychology and Clinical Neuroscience Laboratory (LANNEC) Physiopathology Program – Institute of Biomedical Sciences (ICBM) Neuroscience and East Neuroscience Departments Faculty of Medicine University of Chile Santiago Chile

20. Servicio de Neurología, Departamento de Medicina Clínica Alemana‐Universidad del Desarrollo Santiago Chile

21. Faculty of Medicine University of Chile Santiago Chile

22. Centro de Investigación Clínica Avanzada (CICA), Universidad de Chile Santiago Chile

23. Unit Cognitive Impairment and Dementia Prevention Peruvian Institute of Neurosciences Lima Peru

24. Facultad de Psicología Universidad del Valle Cali Colombia

25. Departamento de Psiquiatría y Salud Mental Facultad de Medicina Universidad de Buenos Aires, Ciudad Autónoma de Buenos Aires Buenos Aires Argentina

26. Instituto de Ciencias Biomédicas Universidad Católica de Cuyo San Juan Argentina

27. Instituto Nacional de Neurología y Neurocirugía Ciudad de México D.C. México

28. Universidade de São Paulo São Paulo Brazil

29. Universidade Federal de Minas Gerais Belo Horizonte Minas Gerais Brazil

30. Cognitive Neurology and Behavioral Unit (GNCC) University of São Paulo São Paulo Brazil

31. Neurosicence Research Group (GNA) Universidad de Antioquia Medellín Antioquia Colombia

32. Department of Anesthesia, Critical Care and Pain Medicine Massachusetts General Hospital, Harvard Medical School Boston Massachusetts USA

Abstract

AbstractBACKGROUNDEducation influences brain health and dementia. However, its impact across regions, specifically Latin America (LA) and the United States (US), is unknown.METHODSA total of 1412 participants comprising controls, patients with Alzheimer's disease (AD), and frontotemporal lobar degeneration (FTLD) from LA and the US were included. We studied the association of education with brain volume and functional connectivity while controlling for imaging quality and variability, age, sex, total intracranial volume (TIV), and recording type.RESULTSEducation influenced brain measures, explaining 24%–98% of the geographical differences. The educational disparities between LA and the US were associated with gray matter volume and connectivity variations, especially in LA and AD patients. Education emerged as a critical factor in classifying aging and dementia across regions.DISCUSSIONThe results underscore the impact of education on brain structure and function in LA, highlighting the importance of incorporating educational factors into diagnosing, care, and prevention, and emphasizing the need for global diversity in research.Highlights Lower education was linked to reduced brain volume and connectivity in healthy controls (HCs), Alzheimer's disease (AD), and frontotemporal lobar degeneration (FTLD). Latin American cohorts have lower educational levels compared to the those in the United States. Educational disparities majorly drive brain health differences between regions. Educational differences were significant in both conditions, but more in AD than FTLD. Education stands as a critical factor in classifying aging and dementia across regions.

Publisher

Wiley

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