Yu-Cheng Hsu, Mei-Chen Lin, Mei-Hsin Su, Chi-Fung Cheng, Yi-Jiun Pan, Chun Chieh Fan, Chia-Yen Chen, Chi-Shin Wu, Shi-Heng Wang
{"title":"教育对老年人认知能力遗传影响的调节作用。","authors":"Yu-Cheng Hsu, Mei-Chen Lin, Mei-Hsin Su, Chi-Fung Cheng, Yi-Jiun Pan, Chun Chieh Fan, Chia-Yen Chen, Chi-Shin Wu, Shi-Heng Wang","doi":"10.1007/s10519-025-10229-x","DOIUrl":null,"url":null,"abstract":"<p><p>Whether education modifies genetic influences on cognition has not been fully explored, especially in non-European populations. Using the older adult cohort from the Taiwan Biobank of East Asian populations, this study aimed to investigate the modifying effect of education on the association of the apolipoprotein E (APOE) ε4 allele and polygenic scores (PGS) for Alzheimer's disease (PGS<sub>AD</sub>), cognitive performance (PGS<sub>CP</sub>), education attainment (PGS<sub>EA</sub>), and schizophrenia (PGS<sub>SCZ</sub>) with cognitive ability. Participants aged > 60 years were included in this cohort study. The Mini-Mental State Examination (MMSE) was used for cognitive assessment of 27,343 individuals at baseline (mean age: 63.57 years), and follow-up data were available for 6,273 participants. Linear regression models were employed to examine the association between genetic factors and baseline MMSE scores and MMSE decline and further stratified by education to test the modifying effect. The APOE ε4 allele, PGS<sub>AD</sub>, PGS<sub>CP</sub>, PGS<sub>EA</sub>, and PGS<sub>SCZ</sub> were associated with baseline MMSE but not MMSE decline. The positive effects of the PGS<sub>CP</sub> and PGS<sub>EA</sub> on baseline MMSE, and negative effect of the PGS<sub>SCZ</sub> on baseline MMSE and MMSE decline were higher for individuals with lower education. This study demonstrated the transferability of European-derived PGSs to older community samples of East Asian populations. Education mitigates specific genetic effects on cognition, which supports and extends cognitive reserve theory. Promoting cognitive health in older adults by extending education is of importance, especially for populations with higher genetic predispositions and lower education attainment.</p>","PeriodicalId":8715,"journal":{"name":"Behavior Genetics","volume":" ","pages":"384-394"},"PeriodicalIF":2.2000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Education as a Modifier of Genetic Influence on Cognitive Ability in Older Adults.\",\"authors\":\"Yu-Cheng Hsu, Mei-Chen Lin, Mei-Hsin Su, Chi-Fung Cheng, Yi-Jiun Pan, Chun Chieh Fan, Chia-Yen Chen, Chi-Shin Wu, Shi-Heng Wang\",\"doi\":\"10.1007/s10519-025-10229-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Whether education modifies genetic influences on cognition has not been fully explored, especially in non-European populations. Using the older adult cohort from the Taiwan Biobank of East Asian populations, this study aimed to investigate the modifying effect of education on the association of the apolipoprotein E (APOE) ε4 allele and polygenic scores (PGS) for Alzheimer's disease (PGS<sub>AD</sub>), cognitive performance (PGS<sub>CP</sub>), education attainment (PGS<sub>EA</sub>), and schizophrenia (PGS<sub>SCZ</sub>) with cognitive ability. Participants aged > 60 years were included in this cohort study. The Mini-Mental State Examination (MMSE) was used for cognitive assessment of 27,343 individuals at baseline (mean age: 63.57 years), and follow-up data were available for 6,273 participants. Linear regression models were employed to examine the association between genetic factors and baseline MMSE scores and MMSE decline and further stratified by education to test the modifying effect. The APOE ε4 allele, PGS<sub>AD</sub>, PGS<sub>CP</sub>, PGS<sub>EA</sub>, and PGS<sub>SCZ</sub> were associated with baseline MMSE but not MMSE decline. The positive effects of the PGS<sub>CP</sub> and PGS<sub>EA</sub> on baseline MMSE, and negative effect of the PGS<sub>SCZ</sub> on baseline MMSE and MMSE decline were higher for individuals with lower education. This study demonstrated the transferability of European-derived PGSs to older community samples of East Asian populations. Education mitigates specific genetic effects on cognition, which supports and extends cognitive reserve theory. Promoting cognitive health in older adults by extending education is of importance, especially for populations with higher genetic predispositions and lower education attainment.</p>\",\"PeriodicalId\":8715,\"journal\":{\"name\":\"Behavior Genetics\",\"volume\":\" \",\"pages\":\"384-394\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Behavior Genetics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s10519-025-10229-x\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/21 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"BEHAVIORAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Behavior Genetics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10519-025-10229-x","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/21 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"BEHAVIORAL SCIENCES","Score":null,"Total":0}
Education as a Modifier of Genetic Influence on Cognitive Ability in Older Adults.
Whether education modifies genetic influences on cognition has not been fully explored, especially in non-European populations. Using the older adult cohort from the Taiwan Biobank of East Asian populations, this study aimed to investigate the modifying effect of education on the association of the apolipoprotein E (APOE) ε4 allele and polygenic scores (PGS) for Alzheimer's disease (PGSAD), cognitive performance (PGSCP), education attainment (PGSEA), and schizophrenia (PGSSCZ) with cognitive ability. Participants aged > 60 years were included in this cohort study. The Mini-Mental State Examination (MMSE) was used for cognitive assessment of 27,343 individuals at baseline (mean age: 63.57 years), and follow-up data were available for 6,273 participants. Linear regression models were employed to examine the association between genetic factors and baseline MMSE scores and MMSE decline and further stratified by education to test the modifying effect. The APOE ε4 allele, PGSAD, PGSCP, PGSEA, and PGSSCZ were associated with baseline MMSE but not MMSE decline. The positive effects of the PGSCP and PGSEA on baseline MMSE, and negative effect of the PGSSCZ on baseline MMSE and MMSE decline were higher for individuals with lower education. This study demonstrated the transferability of European-derived PGSs to older community samples of East Asian populations. Education mitigates specific genetic effects on cognition, which supports and extends cognitive reserve theory. Promoting cognitive health in older adults by extending education is of importance, especially for populations with higher genetic predispositions and lower education attainment.
期刊介绍:
Behavior Genetics - the leading journal concerned with the genetic analysis of complex traits - is published in cooperation with the Behavior Genetics Association. This timely journal disseminates the most current original research on the inheritance and evolution of behavioral characteristics in man and other species. Contributions from eminent international researchers focus on both the application of various genetic perspectives to the study of behavioral characteristics and the influence of behavioral differences on the genetic structure of populations.