African ancestry component could change APOE4 effect size for AD of a diverse population
Background Worldwide, the actual number of 55 million people diagnosed with dementia is estimated to increase to 139 million people affected by dementia in 2050. 61% of these individuals resided in low and middle‐income countries (LMIC). Genetic risk factors account for up to 80% of the attributable...
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creator | Bicalho, Maria Aparecida Camargos VIANA, BERNARDO DE MATTOS Cintra, Marco Túlio Hansen, Erika de Oliveira Burgos, Ivonne Carolina Bolaños Engelmann, Gabriela Tomé Oliveira de Miranda, Debora Marques Romano‐Silva, Marco Aurélio Parveen, Kayenat Dalmasso, Maria Carolina de Marco, Luiz Armando Cunha Ramirez, Alfredo |
description | Background
Worldwide, the actual number of 55 million people diagnosed with dementia is estimated to increase to 139 million people affected by dementia in 2050. 61% of these individuals resided in low and middle‐income countries (LMIC). Genetic risk factors account for up to 80% of the attributable risk of Alzheimer’s disease (AD), the leading cause of dementia. Thus, one can argue that most of the pathophysiological pathways in AD are driven by genetic determinants. Despite the increasing number of dementia cases in LMIC, poor generalizability of genetic studies across populations arises from the abundance of studies focused on European descent and the lack of studies in globally diverse populations.
Method
We developed a case control study, including older adults selected from Cog‐aging Research Group of the UFMG, Brazil, divided in two groups: control and AD (AD and AD plus vascular dementia). They were submitted to the same neuropsychological and geriatric protocols. Diagnosis of AD dementia were based on Mckhann criteria. DNA samples were subjected to genome‐wide‐genotyping using the Infinium Global Screening Array (Illumina). Quality controls were performed using PLINK and R. After QC, remaining samples were analyzed for population stratification. TOPMed imputation server was used to perform imputation. Principal components (PC) analysis considered phenotype, sex, and age.
Result
The final sample was composed by 573 samples, 181 controls and 309 cases, 389 female and 184 males. Our sample was composed predominantly by Caucasian and African genetic ancestries (Figure 1). From 23 top hit variants, only APOE4 allele reached significant values (Figure 2), with an effect size lower than that observed in other populations (p = 1.06E‐08; B = 1.42). Haplotype analysis of the APOE region revealed that two other variants (chr19:44906745:G:A and chr19:44918903:C:G), which have shown lower MAF in African than in Caucasian population, could change the APOE4 effect in our population (Figure 3).
Conclusion
Our sample is composed by a heterogeneous genetic ancestry, different from the other Latin America populations. APOE4 allele presented a lower effect size to AD than some other populations. This result could be related to two other variants, associated with the African component, influencing the effect of APOE4 allele. |
doi_str_mv | 10.1002/alz.091733 |
format | Article |
fullrecord | <record><control><sourceid>wiley_pubme</sourceid><recordid>TN_cdi_crossref_primary_10_1002_alz_091733</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>ALZ091733</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1693-284ab34de0badfabc01d86ac1e6f06182e711173cda86b9d5a534dc913b343563</originalsourceid><addsrcrecordid>eNp9kM1LAzEQxYMoWKsX_4Kcha3JfnX3JEutH1CoBwXxEmaTSRvZbpakrbR_vSlbCl48zYP5vcfMI-SWsxFnLL6HZj9iJR8nyRkZ8CyLoywel-cnnbNLcuX9N2MpK3g2IJ-VdkZCS6GV6NduR6VddbbFdh3UplFULqFdIK3e5tOUotYo19SbPVJtHa0eqdUUqDJbdB5pZ7tNA2tj22tyoaHxeHOcQ_LxNH2fvESz-fPrpJpFkudlEsVFCnWSKmQ1KA21ZFwVOUiOuWY5L2Iccx7-kQqKvC5VBlmgZcmT4EqyPBmShz6329QrVDIc7qARnTMrcDthwYi_m9YsxcJuRUhlZVocEu76BOms9w71ycyZOLQqQquibzXAvId_TIO7f0hRzb6Onl9r8Xs0</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>African ancestry component could change APOE4 effect size for AD of a diverse population</title><source>Wiley Online Library Open Access</source><source>Wiley Online Library Journals Frontfile Complete</source><source>PubMed Central</source><source>PubMed Central Open Access</source><creator>Bicalho, Maria Aparecida Camargos ; VIANA, BERNARDO DE MATTOS ; Cintra, Marco Túlio ; Hansen, Erika de Oliveira ; Burgos, Ivonne Carolina Bolaños ; Engelmann, Gabriela Tomé Oliveira ; de Miranda, Debora Marques ; Romano‐Silva, Marco Aurélio ; Parveen, Kayenat ; Dalmasso, Maria Carolina ; de Marco, Luiz Armando Cunha ; Ramirez, Alfredo</creator><creatorcontrib>Bicalho, Maria Aparecida Camargos ; VIANA, BERNARDO DE MATTOS ; Cintra, Marco Túlio ; Hansen, Erika de Oliveira ; Burgos, Ivonne Carolina Bolaños ; Engelmann, Gabriela Tomé Oliveira ; de Miranda, Debora Marques ; Romano‐Silva, Marco Aurélio ; Parveen, Kayenat ; Dalmasso, Maria Carolina ; de Marco, Luiz Armando Cunha ; Ramirez, Alfredo</creatorcontrib><description>Background
Worldwide, the actual number of 55 million people diagnosed with dementia is estimated to increase to 139 million people affected by dementia in 2050. 61% of these individuals resided in low and middle‐income countries (LMIC). Genetic risk factors account for up to 80% of the attributable risk of Alzheimer’s disease (AD), the leading cause of dementia. Thus, one can argue that most of the pathophysiological pathways in AD are driven by genetic determinants. Despite the increasing number of dementia cases in LMIC, poor generalizability of genetic studies across populations arises from the abundance of studies focused on European descent and the lack of studies in globally diverse populations.
Method
We developed a case control study, including older adults selected from Cog‐aging Research Group of the UFMG, Brazil, divided in two groups: control and AD (AD and AD plus vascular dementia). They were submitted to the same neuropsychological and geriatric protocols. Diagnosis of AD dementia were based on Mckhann criteria. DNA samples were subjected to genome‐wide‐genotyping using the Infinium Global Screening Array (Illumina). Quality controls were performed using PLINK and R. After QC, remaining samples were analyzed for population stratification. TOPMed imputation server was used to perform imputation. Principal components (PC) analysis considered phenotype, sex, and age.
Result
The final sample was composed by 573 samples, 181 controls and 309 cases, 389 female and 184 males. Our sample was composed predominantly by Caucasian and African genetic ancestries (Figure 1). From 23 top hit variants, only APOE4 allele reached significant values (Figure 2), with an effect size lower than that observed in other populations (p = 1.06E‐08; B = 1.42). Haplotype analysis of the APOE region revealed that two other variants (chr19:44906745:G:A and chr19:44918903:C:G), which have shown lower MAF in African than in Caucasian population, could change the APOE4 effect in our population (Figure 3).
Conclusion
Our sample is composed by a heterogeneous genetic ancestry, different from the other Latin America populations. APOE4 allele presented a lower effect size to AD than some other populations. This result could be related to two other variants, associated with the African component, influencing the effect of APOE4 allele.</description><identifier>ISSN: 1552-5260</identifier><identifier>EISSN: 1552-5279</identifier><identifier>DOI: 10.1002/alz.091733</identifier><language>eng</language><publisher>Hoboken: John Wiley and Sons Inc</publisher><subject>Basic Science and Pathogenesis</subject><ispartof>Alzheimer's & dementia, 2024-12, Vol.20 (S1), p.n/a</ispartof><rights>2024 The Alzheimer's Association. published by Wiley Periodicals LLC on behalf of Alzheimer's Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11709486/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11709486/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,1411,11541,27901,27902,45550,45551,46027,46451,53766,53768</link.rule.ids></links><search><creatorcontrib>Bicalho, Maria Aparecida Camargos</creatorcontrib><creatorcontrib>VIANA, BERNARDO DE MATTOS</creatorcontrib><creatorcontrib>Cintra, Marco Túlio</creatorcontrib><creatorcontrib>Hansen, Erika de Oliveira</creatorcontrib><creatorcontrib>Burgos, Ivonne Carolina Bolaños</creatorcontrib><creatorcontrib>Engelmann, Gabriela Tomé Oliveira</creatorcontrib><creatorcontrib>de Miranda, Debora Marques</creatorcontrib><creatorcontrib>Romano‐Silva, Marco Aurélio</creatorcontrib><creatorcontrib>Parveen, Kayenat</creatorcontrib><creatorcontrib>Dalmasso, Maria Carolina</creatorcontrib><creatorcontrib>de Marco, Luiz Armando Cunha</creatorcontrib><creatorcontrib>Ramirez, Alfredo</creatorcontrib><title>African ancestry component could change APOE4 effect size for AD of a diverse population</title><title>Alzheimer's & dementia</title><description>Background
Worldwide, the actual number of 55 million people diagnosed with dementia is estimated to increase to 139 million people affected by dementia in 2050. 61% of these individuals resided in low and middle‐income countries (LMIC). Genetic risk factors account for up to 80% of the attributable risk of Alzheimer’s disease (AD), the leading cause of dementia. Thus, one can argue that most of the pathophysiological pathways in AD are driven by genetic determinants. Despite the increasing number of dementia cases in LMIC, poor generalizability of genetic studies across populations arises from the abundance of studies focused on European descent and the lack of studies in globally diverse populations.
Method
We developed a case control study, including older adults selected from Cog‐aging Research Group of the UFMG, Brazil, divided in two groups: control and AD (AD and AD plus vascular dementia). They were submitted to the same neuropsychological and geriatric protocols. Diagnosis of AD dementia were based on Mckhann criteria. DNA samples were subjected to genome‐wide‐genotyping using the Infinium Global Screening Array (Illumina). Quality controls were performed using PLINK and R. After QC, remaining samples were analyzed for population stratification. TOPMed imputation server was used to perform imputation. Principal components (PC) analysis considered phenotype, sex, and age.
Result
The final sample was composed by 573 samples, 181 controls and 309 cases, 389 female and 184 males. Our sample was composed predominantly by Caucasian and African genetic ancestries (Figure 1). From 23 top hit variants, only APOE4 allele reached significant values (Figure 2), with an effect size lower than that observed in other populations (p = 1.06E‐08; B = 1.42). Haplotype analysis of the APOE region revealed that two other variants (chr19:44906745:G:A and chr19:44918903:C:G), which have shown lower MAF in African than in Caucasian population, could change the APOE4 effect in our population (Figure 3).
Conclusion
Our sample is composed by a heterogeneous genetic ancestry, different from the other Latin America populations. APOE4 allele presented a lower effect size to AD than some other populations. This result could be related to two other variants, associated with the African component, influencing the effect of APOE4 allele.</description><subject>Basic Science and Pathogenesis</subject><issn>1552-5260</issn><issn>1552-5279</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp9kM1LAzEQxYMoWKsX_4Kcha3JfnX3JEutH1CoBwXxEmaTSRvZbpakrbR_vSlbCl48zYP5vcfMI-SWsxFnLL6HZj9iJR8nyRkZ8CyLoywel-cnnbNLcuX9N2MpK3g2IJ-VdkZCS6GV6NduR6VddbbFdh3UplFULqFdIK3e5tOUotYo19SbPVJtHa0eqdUUqDJbdB5pZ7tNA2tj22tyoaHxeHOcQ_LxNH2fvESz-fPrpJpFkudlEsVFCnWSKmQ1KA21ZFwVOUiOuWY5L2Iccx7-kQqKvC5VBlmgZcmT4EqyPBmShz6329QrVDIc7qARnTMrcDthwYi_m9YsxcJuRUhlZVocEu76BOms9w71ycyZOLQqQquibzXAvId_TIO7f0hRzb6Onl9r8Xs0</recordid><startdate>202412</startdate><enddate>202412</enddate><creator>Bicalho, Maria Aparecida Camargos</creator><creator>VIANA, BERNARDO DE MATTOS</creator><creator>Cintra, Marco Túlio</creator><creator>Hansen, Erika de Oliveira</creator><creator>Burgos, Ivonne Carolina Bolaños</creator><creator>Engelmann, Gabriela Tomé Oliveira</creator><creator>de Miranda, Debora Marques</creator><creator>Romano‐Silva, Marco Aurélio</creator><creator>Parveen, Kayenat</creator><creator>Dalmasso, Maria Carolina</creator><creator>de Marco, Luiz Armando Cunha</creator><creator>Ramirez, Alfredo</creator><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope></search><sort><creationdate>202412</creationdate><title>African ancestry component could change APOE4 effect size for AD of a diverse population</title><author>Bicalho, Maria Aparecida Camargos ; VIANA, BERNARDO DE MATTOS ; Cintra, Marco Túlio ; Hansen, Erika de Oliveira ; Burgos, Ivonne Carolina Bolaños ; Engelmann, Gabriela Tomé Oliveira ; de Miranda, Debora Marques ; Romano‐Silva, Marco Aurélio ; Parveen, Kayenat ; Dalmasso, Maria Carolina ; de Marco, Luiz Armando Cunha ; Ramirez, Alfredo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1693-284ab34de0badfabc01d86ac1e6f06182e711173cda86b9d5a534dc913b343563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Basic Science and Pathogenesis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bicalho, Maria Aparecida Camargos</creatorcontrib><creatorcontrib>VIANA, BERNARDO DE MATTOS</creatorcontrib><creatorcontrib>Cintra, Marco Túlio</creatorcontrib><creatorcontrib>Hansen, Erika de Oliveira</creatorcontrib><creatorcontrib>Burgos, Ivonne Carolina Bolaños</creatorcontrib><creatorcontrib>Engelmann, Gabriela Tomé Oliveira</creatorcontrib><creatorcontrib>de Miranda, Debora Marques</creatorcontrib><creatorcontrib>Romano‐Silva, Marco Aurélio</creatorcontrib><creatorcontrib>Parveen, Kayenat</creatorcontrib><creatorcontrib>Dalmasso, Maria Carolina</creatorcontrib><creatorcontrib>de Marco, Luiz Armando Cunha</creatorcontrib><creatorcontrib>Ramirez, Alfredo</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Alzheimer's & dementia</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bicalho, Maria Aparecida Camargos</au><au>VIANA, BERNARDO DE MATTOS</au><au>Cintra, Marco Túlio</au><au>Hansen, Erika de Oliveira</au><au>Burgos, Ivonne Carolina Bolaños</au><au>Engelmann, Gabriela Tomé Oliveira</au><au>de Miranda, Debora Marques</au><au>Romano‐Silva, Marco Aurélio</au><au>Parveen, Kayenat</au><au>Dalmasso, Maria Carolina</au><au>de Marco, Luiz Armando Cunha</au><au>Ramirez, Alfredo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>African ancestry component could change APOE4 effect size for AD of a diverse population</atitle><jtitle>Alzheimer's & dementia</jtitle><date>2024-12</date><risdate>2024</risdate><volume>20</volume><issue>S1</issue><epage>n/a</epage><issn>1552-5260</issn><eissn>1552-5279</eissn><abstract>Background
Worldwide, the actual number of 55 million people diagnosed with dementia is estimated to increase to 139 million people affected by dementia in 2050. 61% of these individuals resided in low and middle‐income countries (LMIC). Genetic risk factors account for up to 80% of the attributable risk of Alzheimer’s disease (AD), the leading cause of dementia. Thus, one can argue that most of the pathophysiological pathways in AD are driven by genetic determinants. Despite the increasing number of dementia cases in LMIC, poor generalizability of genetic studies across populations arises from the abundance of studies focused on European descent and the lack of studies in globally diverse populations.
Method
We developed a case control study, including older adults selected from Cog‐aging Research Group of the UFMG, Brazil, divided in two groups: control and AD (AD and AD plus vascular dementia). They were submitted to the same neuropsychological and geriatric protocols. Diagnosis of AD dementia were based on Mckhann criteria. DNA samples were subjected to genome‐wide‐genotyping using the Infinium Global Screening Array (Illumina). Quality controls were performed using PLINK and R. After QC, remaining samples were analyzed for population stratification. TOPMed imputation server was used to perform imputation. Principal components (PC) analysis considered phenotype, sex, and age.
Result
The final sample was composed by 573 samples, 181 controls and 309 cases, 389 female and 184 males. Our sample was composed predominantly by Caucasian and African genetic ancestries (Figure 1). From 23 top hit variants, only APOE4 allele reached significant values (Figure 2), with an effect size lower than that observed in other populations (p = 1.06E‐08; B = 1.42). Haplotype analysis of the APOE region revealed that two other variants (chr19:44906745:G:A and chr19:44918903:C:G), which have shown lower MAF in African than in Caucasian population, could change the APOE4 effect in our population (Figure 3).
Conclusion
Our sample is composed by a heterogeneous genetic ancestry, different from the other Latin America populations. APOE4 allele presented a lower effect size to AD than some other populations. This result could be related to two other variants, associated with the African component, influencing the effect of APOE4 allele.</abstract><cop>Hoboken</cop><pub>John Wiley and Sons Inc</pub><doi>10.1002/alz.091733</doi><tpages>4</tpages><oa>free_for_read</oa></addata></record> |
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title | African ancestry component could change APOE4 effect size for AD of a diverse population |
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