218 results on '"Whitehead, Patrice"'
Search Results
2. An Alzheimer’s disease risk variant in TTC3 modifies the actin cytoskeleton organization and the PI3K-Akt signaling pathway in iPSC-derived forebrain neurons
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Cukier, Holly N., Duarte, Carolina L., Laverde-Paz, Mayra J., Simon, Shaina A., Van Booven, Derek J., Miyares, Amanda T., Whitehead, Patrice L., Hamilton-Nelson, Kara L., Adams, Larry D., Carney, Regina M., Cuccaro, Michael L., Vance, Jeffery M., Pericak-Vance, Margaret A., Griswold, Anthony J., and Dykxhoorn, Derek M.
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- 2023
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3. Genome-wide association analysis and admixture mapping in a Puerto Rican cohort supports an Alzheimer disease risk locus on chromosome 12.
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Akgun, Bilcag, Feliciano-Astacio, Briseida E., Hamilton-Nelson, Kara L., Scott, Kyle, Rivero, Joe, Adams, Larry D., Sanchez, Jose J., Valladares, Glenies S., Tejada, Sergio, Bussies, Parker L., Silva-Vergara, Concepcion, Rodriguez, Vanessa C., Mena, Pedro R., Celis, Katrina, Whitehead, Patrice G., Prough, Michael, Kosanovic, Christina, Van Booven, Derek J., Schmidt, Michael A., and Acosta, Heriberto
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ALZHEIMER'S disease risk factors ,CHROMOSOME analysis ,RISK assessment ,GENOME-wide association studies ,RESEARCH funding ,GENOMICS ,DESCRIPTIVE statistics ,PATH analysis (Statistics) ,GENE mapping ,GENE expression ,LONGITUDINAL method ,GENETIC risk score ,STATISTICS ,PUERTO Ricans ,DATA analysis software ,SEQUENCE analysis - Abstract
Introduction: Hispanic/Latino populations are underrepresented in Alzheimer Disease (AD) genetic studies. Puerto Ricans (PR), a three-way admixed (European, African, and Amerindian) population is the second-largest Hispanic group in the continental US. We aimed to conduct a genome-wide association study (GWAS) and comprehensive analyses to identify novel AD susceptibility loci and characterize known AD genetic risk loci in the PR population. Materials and methods: Our study included Whole Genome Sequencing (WGS) and phenotype data from 648 PR individuals (345 AD, 303 cognitively unimpaired). We used a generalized linear-mixed model adjusting for sex, age, population substructure, and genetic relationship matrix. To infer local ancestry, we merged the dataset with the HGDP/1000G reference panel. Subsequently, we conducted univariate admixture mapping (AM) analysis. Results: We identified suggestive signals within the SLC38A1 and SCN8A genes on chromosome 12q13. This region overlaps with an area of linkage of AD in previous studies (12q13) in independent data sets further supporting. Univariate African AM analysis identified one suggestive ancestral block (p = 7.2x10
-6 ) located in the same region. The ancestry-aware approach showed that this region has both European and African ancestral backgrounds and both contributing to the risk in this region. We also replicated 11 different known AD loci -including APOE- identified in mostly European studies, which is likely due to the high European background of the PR population. Conclusion: PR GWAS and AM analysis identified a suggestive AD risk locus on chromosome 12, which includes the SLC38A1 and SCN8A genes. Our findings demonstrate the importance of designing GWAS and ancestry-aware approaches and including underrepresented populations in genetic studies of AD. [ABSTRACT FROM AUTHOR]- Published
- 2024
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4. Variants in chondroitin sulfate metabolism genes in thrombotic storm
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Nuytemans, Karen, Ortel, Thomas L., Gomez, Lissette, Hofmann, Natalia, Alves, Natalie, Dueker, Nicole, Beecham, Ashley, Whitehead, Patrice, Hahn Estabrooks, Susan, Kitchens, Craig S., Erkan, Doruk, Brandão, Leonardo R., James, Andra H., Kulkarni, Roshni, Manco-Johnson, Marilyn J., Pericak-Vance, Margaret A., and Vance, Jeffery M.
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- 2018
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5. Linkage of Alzheimer disease families with Puerto Rican ancestry identifies a chromosome 9 locus
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Rajabli, Farid, Feliciano-Astacio, Briseida E., Cukier, Holly N., Wang, Liyong, Griswold, Anthony J., Hamilton-Nelson, Kara L., Adams, Larry D., Rodriguez, Vanessa C., Mena, Pedro R., Tejada, Sergio, Celis, Katrina, Whitehead, Patrice L., Van Booven, Derek J., Hofmann, Natalia K., Bussies, Parker L., Prough, Michael, Chinea, Angel, Feliciano, Nereida I., Vardarajan, Badri N., Reitz, Christiane, Lee, Joseph H., Prince, Martin J., Jimenez, Ivonne Z., Mayeux, Richard P., Acosta, Heriberto, Dalgard, Clifton L., Haines, Jonathan L., Vance, Jeffery M., Cuccaro, Michael L., Beecham, Gary W., and Pericak-Vance, Margaret A.
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- 2021
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6. Dissecting the role of Amerindian genetic ancestry and the ApoE ε4 allele on Alzheimer disease in an admixed Peruvian population
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Marca-Ysabel, Maria Victoria, Rajabli, Farid, Cornejo-Olivas, Mario, Whitehead, Patrice G., Hofmann, Natalia K., Illanes Manrique, Maryenela Zaida, Veliz Otani, Diego Martin, Milla Neyra, Ana Karina, Castro Suarez, Sheila, Meza Vega, Maria, Adams, Larry D., Mena, Pedro R., Rosario, Isasi, Cuccaro, Michael L., Vance, Jeffery M., Beecham, Gary W., Custodio, Nilton, Montesinos, Rosa, Mazzetti Soler, Pilar E., and Pericak-Vance, Margaret A.
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- 2021
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7. Alzheimer disease (AD) specific transcription, DNA methylation and splicing in twenty AD associated loci
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Humphries, Crystal, Kohli, Martin A., Whitehead, Patrice, Mash, Deborah C., Pericak-Vance, Margaret A., and Gilbert, John
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- 2015
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8. Genetic architecture of Alzheimer's disease in a West African Cohort: Insights from the READD ‐ ADSP.
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Akinyemi, Rufus O., Griswold, Anthony J., Coker, Motunrayo, Whitehead, Patrice L., Rajabli, Farid, Akinwande, Kazeem S., Diala, Samuel, Ogunronbi, Mayowa, Scott, Kyle, Obiako, Reginald, Adams, Larry D., Hamilton‐Nelson, Kara L., Wahab, Kolawole, Mena, Pedro R., Akpalu, Albert Kwaku, Kunkle, Brian W., Sarfo, Fred Stephen, Vance, Jeffery M., Okubadejo, Njideka U, and Baiyewu, Olusegun
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Background: The "Recruitment and Retention for Alzheimer's Disease Diversity Genetic Cohorts in the ADSP (READD‐ADSP)" is developing a resource to expand ancestral diversity in Alzheimer disease (AD) studies to dissect the genetic architecture of AD across different populations. In addition to US sites, READD‐ADSP includes four US sites and nine countries in sub‐Saharan Africa through the Africa Dementia Consortium (AfDC). The overall goal of READD‐ADSP is to identify genetically driven targets in diverse groups including African Americans and Hispanic/Latinos in US, and Africans. In this preliminary analysis we investigated the ancestral genetic differences and the impact of known AD risk factors within West African cohorts. Method: Genome‐wide genotyping was performed on 91 AD cases and 97 cognitive unimpaired controls from Nigeria and Ghana. APOE alleles and ABCA7 deletion (rs142076058) were sequenced using Sanger. We calculated global ancestry (principal components) using the PC‐AiR approach that is robust to known and cryptic relatedness. We investigated known AD loci from non‐Hispanic White (NHW) and AA genome wide association studies. For association analysis, we employed a mixed‐model regression approach (SAIGE) where we controlled for age, gender, population substructure (first three principal components), and relatedness. Result: Principal component analysis identified a distinction between the Ghana and Nigerian cohorts along the first principal component (PC1). Among the genetic loci examined, several showed nominal significance. Notably, the most prominent marker was found in SORL1 (rs17125523; p = 2 × 10‐3). Additionally, we discovered an exonic nonsynonymous marker in the BIN1 gene (rs112318500), which is specific to African ancestry and showed a protective effect. APOE e4 allele showed a significant association with AD risk (OR = 2.5; CI:1.5‐4.2; pv = 0.001), while the e2 indicated a protective trend but did not reach statistical significance. No statistical difference in the frequency of ABCA7 deletion was observed between AD and CU individuals. Conclusion: Our findings highlight the presence of genetic variations between West African populations that warrant further investigation, potentially offering new insights into the genetic underpinnings of AD. Data collection is ongoing across the AfDC and updated data will be presented. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Multi‐Ethnic Analysis of Expression Quantitative Trait Loci (eQTL) in Alzheimer's Disease: A Focus on Health Disparity Populations.
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Wheeler, Nicholas R., Mews, Makaela, Gu, Tianjie, Gomez, Lissette, Whitehead, Patrice L., Hamilton‐Nelson, Kara L., Sanchez, Jose Javier, Adams, Larry D., Mena, Pedro R., Starks, Takiyah D., Silva, Concepcion, Illanes‐Manrique, Maryenela, Cuccaro, Michael L., Vance, Jeffery M., Cornejo‐Olivas, Mario, Byrd, Goldie S., Feliciano‐Astacio, Briseida E., Haines, Jonathan L., Beecham, Gary, and Pericak‐Vance, Margaret A.
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Background: Despite its high heritability, the genetic mechanisms influencing Alzheimer's Disease (AD), particularly in health disparity populations like African Americans (AA) and Hispanics (HI), are not fully understood. The lack of ancestral diversity in genetic datasets, notably in eQTL studies that associate genetic variation with gene expression, exacerbates these disparities. Our study seeks to address this gap by comparing the AD interactions of racially and ethnically diverse expression Quantitative Trait Loci (eQTL) effects to investigate the genetic influence on AD in underrepresented populations. Method: We investigated the impact of AD status on multi‐ethnic eQTLs across 3 diverse ancestral cohorts: AA, HI, and Non‐Hispanic White (NHW). Genotype and gene expression data were collected from samples of each genetic ancestry (AA = 224, HI = 293, NHW = 235), all with known AD status, with a focus on generating whole blood RNAseq data. We modified the TensorQTL pipeline to incorporate an interaction term for AD status to identify eQTL effects potentially induced by disease. We examined the top eQTL association per gene to assess the impact of AD status across the three ancestral cohorts. Result: Our preliminary analysis reveals striking variations in the impact of AD status on gene expression across AA, HI, and NHW cohorts. Several genes in each ancestry show statistically significant (pv<10e‐8) interaction effects (G X AD) (AA = 11, HI = 5, NHW = 9), indicating that genetic variation within those genes influences gene expression in an AD‐status dependent manner. A number of genes displayed interesting interaction patterns, where the most significant eQTL‐AD interaction was identical in two of the three ancestries studied, suggesting a potential ancestrally‐shared connection to AD risk (AA+HI = 4, AA+NHW = 3, HI+NHW = 5, AA+HI+NHW = 0), though notably there were no genes with induced eQTLs across all three ancestries. Conclusion: Our study highlights the impact the AD disease process has on genetic variants that alter whole‐blood gene expression. We also highlight differences by population, prompting the development of ethnically diverse gene expression panels that pave the way for more accurate genetic studies in health disparity populations. Our findings also underscore the potential for discovering novel genetic mechanisms influencing AD risk, which could lead to more effective and inclusive therapeutic strategies. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Whole blood DNA methylation profiles of Alzheimer's disease differ across ancestrally diverse populations.
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Gu, Tianjie, Gomez, Lissette, Mews, Makaela, Whitehead, Patrice L., Hamilton‐Nelson, Kara L., Sanchez, Jose Javier, Adams, Larry D., Mena, Pedro R., Starks, Takiyah D., Silva‐Vergara, Concepcion, Illanes‐Manrique, Maryenela Z., Cuccaro, Michael L., Vance, Jeffery M., Cornejo‐Olivas, Mario, Byrd, Goldie S., Feliciano‐Astacio, Briseida E., Haines, Jonathan L., Beecham, Gary, Pericak‐Vance, Margaret A, and Bush, William S.
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Background: Prior studies have shown differences in the genetic etiology and clinical presentation of Alzheimer's Disease across populations. For example, for multiple genetic loci associated with AD, effect sizes can vary drastically between individuals of different ancestral backgrounds. Few investigations into differences in epigenetic features like DNA methylation have been conducted in AD, particularly in diverse individuals. These studies are critical to identify and further characterize mechanisms of disease allowing for development of therapeutic interventions. Method: As part of an ongoing study of the genetics and epigenetics of AD in diverse populations, we performed a methylome analysis of 626 individuals. DNA from whole blood was analyzed using the Illumina MethylationEPICv2.0. The cohort consisted of both AD and cognitively unimpaired (CU) individuals of European (68 AD, 67 CU), African (98 AD, 106 CU), or Hispanic (Puerto Rican (85 AD, 76 CU); Peruvian (41 AD, 41 CU); Cuban (22 AD, 22 CU)) backgrounds. We analyzed data using the SeSAMe R package for quality control and statistical analysis. We performed differential methylation analysis between AD and CU in the overall dataset and within each ancestral population using linear models with covariates sex, age of exam, batch effect, global ancestry and estimated immune cell type proportions. Result: 878,853 CpG sites were tested for differences between AD status. In a preliminary analysis of these data, we identified 563 CpG sites with nominally significant differences (p‐value ≤ 0.001) between AD and CU. Within each ancestral group, the number of differentially methylated sites differed: European – 442 sites, African – 217 sites, Hispanic – 475. Notably, however, the markers within the ancestral group did not overlap, implying that the AD disease process may be quite different across populations. Conclusion: While these results are preliminary, and expansion of the dataset may reveal convergence of methylation patterns across ancestral populations, our analyses suggest the possibility of ancestry specific whole blood DNA methylation patterns as signatures of AD pathogenesis. Ultimately, combining these methylation profiles with existing genomic and transcriptomic data may reveal distinct genes but similar underlying pathological processes contributing to AD across individuals of diverse ancestries. [ABSTRACT FROM AUTHOR]
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- 2024
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11. The Alzheimer's Disease Sequencing Project – Discovery, Discovery Extension and Follow Up Study (ADSP‐FUS): APOE genotype status and demographic characteristics across datasets.
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Mena, Pedro R., Zaman, Andrew F, Faber, Kelley M., Adams, Larry D., Inciute, Jovita D., Whitehead, Patrice L., Foroud, Tatiana M., Reyes‐Dumeyer, Dolly, Kuzma, Amanda B, Nicaretta, Heather Issen, Naj, Adam C., Martin, Eden R., Dalgard, Clifton L., Schellenberg, Gerard D., Wang, Li‐San, Mayeux, Richard, Vardarajan, Badri N., Vance, Jeffery M., Cuccaro, Michael L., and Kunkle, Brain
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Background: The ADSP is a National Institute on Aging (NIA) initiative focused on identifying genetic risk and protective variants for Alzheimer Disease (AD). Initial phases (Discovery and Discovery Extension) were predominantly non‐Hispanic Whites of European Ancestry (NHW‐EA). The ADSP expanded the population diversity in the Follow Up Study (ADSP‐FUS), and the current phase, ADSP‐FUS 2.0: The Diverse Population Initiative, focusing on whole genome sequencing (WGS) of non‐European populations including Hispanic/Latino (HL), non‐Hispanic Black with African Ancestry (NHB‐AA) and Asian populations. Support for these efforts include newly funded initiatives such as The DAWN Project, focused on recruitment of African, African‐American and Hispanic American populations, and the Asian Cohort for Alzheimer's Disease (ACAD). Methods: ADSP cohorts consist of studies of AD, dementia, and age‐related conditions. Clinical classifications are assigned based on standard criteria and derived from clinical measures and history, as well as additional neuropathologic data. In addition to production of WGS, APOE genotyping is available for all ADSP samples. Results: The ADSP currently consists of 40 cohorts comprised of ∼36,300 individuals, with plans to sequence >110,000 individuals from diverse race/ethnicity. Genotyping, sequencing, and clinical adjudication has been performed on 36,361 participants (cases N = 12,133, median age = 72; cognitively‐unimpaired(CU) individuals N = 17,116, median age = 74; ADRD N = 7,112, median age = 71). Mean ages for cases and controls vary across cohorts, 57.0+5.6 to 86.5+4.2 cases and 63.3+7.8 to 90.0+0 controls. 61% participants female, distributed as follows: cases(60.3%), CU(63.7%), and ADRD(55.8%). APOE genotype proportions differ considerably across reported race/ethnicity, for example highest for APOE ε4/ε4 carriers observed in Non‐Hispanic whites participants (7.4%) and the lowest in Asians (1.7%) Conclusion: The results provide an overview of clinical features in ADSP cohorts. The growth of the ADSP‐FUS 2.0 is central to the ADSP and expanding the size and diversity of this genomic resource available via NIAGADS. WGS data will be integrated with ADSP programs focused on phenotype harmonization, association analyses, functional genomics, and machine learning. In concert with these programs, the ADSP‐FUS 2.0 will accelerate the identification and understanding of potential genetic risk and protective variants for AD across all populations with the target of developing new treatments that are globally effective. [ABSTRACT FROM AUTHOR]
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- 2024
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12. Uncovering the Role of an African‐specific ABCA7 Frameshift Deletion on Lipid Metabolism and Alzheimer's Disease.
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Nam, Younji, DeRosa, Brooke A., Golightly, Charles G., Simon, Shaina A., Arvizu, Jamie, Ramirez, Aura M, Whitehead, Patrice L., Adams, Larry D., Starks, Takiyah D., Cukier, Holly N., Cuccaro, Michael L., Haines, Jonathan L., Byrd, Goldie S., Beecham, Gary, Dykxhoorn, Derek M., Young, Juan I, Vance, Jeffery M., and Pericak‐Vance, Margaret A.
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Background: We previously identified a 44‐base pair deletion in (ATP‐binding cassette sub‐family A member 7) (ABCA7) that is significantly associated with Alzheimer's disease (AD) in African Americans (AA), producing a frameshift mutation resulting in a truncated protein (p.Arg578Alafs). ABCA7 is a lipid transporter across cellular membranes. While we have shown the mutant mRNA is present in neurons, whether it is translated into a stable protein is not known due to the lack of antibodies capable of recognizing the N‐terminus of endogenous ABCA7. The abrupt ABCA7 translation due to the deletion may alter the lipid metabolism, which can be investigated using isogenic iPSC and differentiated models. Methods: We analyzed single‐cell RNAseq (scRNAseq) data from spheroid cultures of 12 individuals. We generated a recombinant version of the ABCA7 gene with and without the deletion and bearing an N‐terminal flag tag which were transfected into HEK cells. We utilized CRISPR‐based genome editing using induced pluripotent stem cell (iPSC) lines from three independent AA‐cognitively unimpaired individuals (WT) to introduce the AA‐specific ABCA7 homozygous or heterozygous deletions. These were differentiated using standard protocols in the HIHG iPSC core into monocultures of induced neuron‐like cells. C‐terminal antibodies were used to assess the presence of native ABCA7 in HEK cells. Results: Examination of HEK cells revealed no detectable native ABCA7. The truncated ABCA7‐tagged protein appeared stable and localized in the plasma membrane as seen for the wild‐type protein (Figure 1). ScRNAseq confirmed that expression of ABCA7 is highest in neurons, identifying them as the iPSC differentiated cell of choice. We successfully generated both homozygous and heterozygous deletion isogenic lines in the three WT iPSC lines. Differentiated neurons from these isogenic lines have a normal phenotype, allowing for functional assays and lipidomic studies. Conclusion: The truncated protein p.Arg578Alafs appears to be expressed and stable in HEK cells, and surprisingly located in the plasma membrane despite the absence of most transmembrane domains. Our three isogenic iPSC pairs will be a great resource for studying the pathogenic effects of the ABCA7 truncation in differentiated cells. [ABSTRACT FROM AUTHOR]
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- 2024
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13. Exploring Ancestry‐dependent Regulation of Alzheimer's disease‐associated genetic risk factors in iOligodendroglia.
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Ramirez, Aura M, Shepherd, Jihanne J, Coombs, Lauren, Simon, Shaina A., Moura, Sofia, Rajabli, Farid, DeRosa, Brooke A., Whitehead, Patrice L., Adams, Larry D., Starks, Takiyah D., Illanes‐Manrique, Maryenela Z., Tejada, Sergio J., Byrd, Goldie S., Cornejo‐Olivas, Mario, Feliciano‐Astacio, Briseida E., Wang, Liyong, Jin, Fulai, Dykxhoorn, Derek M., Griswold, Anthony J., and Young, Juan I
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Background: Genome‐wide association studies (GWAS) in Alzheimer's disease (AD) are consistently discovering genetic variants linked to the risk of developing this neurodegenerative condition. However, the effect size of the shared associated loci varies across populations as well as each population can have unique associations. This phenomenon could be explained by ancestry‐dependent changes in the genomic regulatory architecture (GRA) influencing the expression of these genes, similar to the effect of different local ancestry on the risk of AD in APOE4 carriers. Thus, understanding of GRA in the context of AD is imperative but currently most GRA data available is predominantly European, limiting our ability to comprehensively interpret the variability associated with AD risk genes across populations. For this study we focused on oligodendroglia, a cell lineage that has been historically overlooked but that is emerging as key players in AD due to their involvement in various pathological processes, including neuroinflammation, oxidative stress, and synaptic dysfunction. Here, we report ancestry‐dependent differences in the GRA of iPSC derived oligodendroglia with African, Amerindian, or European global ancestry. Method: We obtained PBMCs from individuals with Alzheimer's disease (AD) or without cognitive impairment, each with over 85% global ancestry of a specific ancestral background. These cells were then transformed into induced pluripotent stem cells (iPSC) and subsequently differentiated into oligodendroglia‐containing 3D neural cultures. On the 76th day of differentiation, we harvested and lysed the cells to isolate nuclei for Multiomic profiling including Single Cell ATAC and Single Cell RNA‐seq, we analyzed the chromatin accessibility and transcriptomes to identify ancestry‐dependent changes genome‐wide and in AD GWAS hits. Result: We found several AD GWAS hits differentially expressed between ancestries in OPCs and in the more mature oligodendrocyte population (including APP and CLU) and some differentially accessible peaks associated to some of these genes (predominantly PRDM7). Nevertheless, OPCs showed more ancestry‐specific regulation than the more mature oligodendrocytes. Conclusion: Our findings offer ancestry‐specific understanding of oligodendroglia chromatin changes and gene regulation in the context of AD. These results present a comprehensive perspective on the genetic regulatory architecture of oligodendroglia and constitute a resource for gene identification studies in the African American and Hispanic populations. [ABSTRACT FROM AUTHOR]
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- 2024
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14. Enhancing Alzheimer Disease risk prediction using machine learning for Pathway Polygenic Risk Scores (p‐PRS).
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Rajabli, Farid, Aguiar‐Pulido, Vanessa, Scott, Kyle, Feliciano‐Astacio, Briseida E., Hamilton‐Nelson, Kara L., Adams, Larry D., Mena, Pedro R., Celis, Katrina, Sanchez, Jose Javier, Whitehead, Patrice L., Prough, Michael B., Acosta, Heriberto, McInerney, Katalina F, Vance, Jeffery M., Cuccaro, Michael L., Beecham, Gary W, and Pericak‐Vance, Margaret A
- Abstract
Background: Polygenic Risk Scores (PRS) are important in predicting disease risk and are usually rely on markers selected by thresholding p‐values from genome‐wide association studies (GWAS). In traditional approaches, one single model is built to calculate risk scores, employing effect size to determine additive risk. However, this traditional method overlooks potential interactions between genetic loci resulting in reduced prediction power. To overcome these limitations, we propose an interpretable machine learning approach based on pathway‐level PRS (p‐PRS). Our approach improves prediction accuracy of PRS and generates both pathway specific and overall PRS considering possible nonlinear interactions. This advancement opens new avenues in personalized medicine, enabling more accurate disease prediction and prevention strategies. Method: We used whole genome sequencing data from 652 individuals from the Puerto Rican Alzheimer's Disease Initiative (PRADI). First, we selected Alzheimer disease (AD)‐related pathways and genes based on those reported in the largest non‐Hispanic White AD GWAS to date (Bellinguez et al. 2021). Then, we applied the Clumping and Thresholding (C+T) PRS approach using Bellinguez et al. summary statistics within each pathway (±20Kb for each gene). Finally, we used random forest with pathway‐level PRS values as input to classify AD vs. control. We assessed the performance of the p‐PRS model based on area under the receiver operating characteristic curve (AUC) using a 70%/30% split for training/testing. The outcomes were compared to a traditional C+T PRS model (AD∼PRS+APOE). Result: p‐PRS improves the performance of the traditional PRS model by 4.2% (p = 5.54E‐32). Performance is centered around AUC = 0.689(SE = 0.0022) for p‐PRS and 0.647(SE = 0.0024) for traditional PRS. PRS by pathway enables determining individual‐level important pathways for accurate classification. Top pathways obtained are related to processes implicated in cognitive deficit, neuroinflammation, neurodegeneration and vesicle mediation. Conclusion: Utilizing the innovative p‐PRS approach has improved the estimation of AD risk in the PR cohort. The application of interpretable machine learning approaches allows identifying the most relevant pathways for effective risk prediction and classification. Importantly, improved precision will provide more effective actionable risk mitigation strategies, optimize the selection process for clinical trials, and contribute to the development of more personalized treatment interventions. [ABSTRACT FROM AUTHOR]
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- 2024
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15. Local ancestry in Apoe3: Friend or Foe?
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Moura, Sofia, Celis, Katrina, Nasciben, Luciana Bertholim, Rajabli, Farid, Rivero, Joe, Hamilton‐Nelson, Kara L., Whitehead, Patrice L., Gearing, Marla, Bennett, David A., Flanagan, Margaret E, Weintraub, Sandra, Geula, Changiz, Scott, William K., Davis, David A., Vontell, Regina T, Schuck, Theresa, Dykxhoorn, Derek M., Pericak‐Vance, Margaret A., Griswold, Anthony J., and Young, Juan I
- Abstract
Background: Non‐Hispanic White APOE4 carriers have a higher risk of developing AD compared to African American APOE4 carriers. The local ancestry (LA) surrounding the APOE region was previously shown to be the primary factor in this risk difference. APOE4 carriers of European LA (ELA) have been found to have higher APOE4 expression and chromatin accessibility compared to African LA (ALA). We sought to investigate whether the LA around APOE3 has the same effect between ancestries. Differences between alleles could provide insight into ancestry‐specific regulatory areas controlling the APOE4 expression. Method: We identified AD autopsy samples by GSA, all homozygous for APOE3 and LA from 4 ADRC brain banks: Miami, Emory, Duke, and Rush. We performed single nuclei RNA sequencing (snRNA‐seq) on eight frozen frontal cortex (B9 area) samples using 10x Genomics. Result: We performed snRNA‐seq in a total of 51,462 nuclei from eight brains (4 ELA and 4 ALA). We identified 35 distinct cell clusters at a resolution of 0.6. The proportion of cells per cluster between ELA and ALA samples was similar for all clusters, except for cluster 32 (Excitatory Neurons) which had a greater than 2‐fold difference in ALA. Our data shows that APOE3 carriers with ELA have a significantly higher APOE expression in Excitatory Neurons (cluster 7) than those of ALA and contrary to our previous observations in APOE4 carriers (Griswold, A. et al, (2021)), APOE3 carriers of ALA express higher APOE in astrocytes (cluster 2) and Microglia (cluster 6). However, overall, comparison of APOE3 vs APOE4 carriers in this study demonstrated that APOE3 alleles have significantly lower gene expression than APOE4 carriers of the same LA. Conclusion: Our preliminary data suggest that the LA surrounding APOE3 is associated with different effects on APOE expression compared to APOE4 allele. Further, within the same LA, we observed that, overall, the different cell types express less APOE in APOE3 carriers compared to APOE4 carriers. Altogether, this may provide additional insight into the regulatory mechanisms affecting APOE4 expression. [ABSTRACT FROM AUTHOR]
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- 2024
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16. Genome‐wide association analysis and admixture mapping suggest an Alzheimer disease risk locus on chromosome 12 in a Puerto Rican cohort.
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Akgun, Bilcag, Feliciano‐Astacio, Briseida E., Rivero, Joe, Hamilton‐Nelson, Kara L., Scott, Kyle, Celis, Katrina, Adams, Larry D., Sanchez, Jose Javier, Valladares, Glenies S, Silva‐Vergara, Concepcion, Rodriguez, Vanessa C, Mena, Pedro R., Whitehead, Patrice L., Prough, Michael B., Acosta, Heriberto, Griswold, Anthony J., Dalgard, Clifton L., McInerney, Katalina F, Vance, Jeffery M., and Cuccaro, Michael L.
- Abstract
Background: Hispanic/Latino populations are underrepresented in Alzheimer Disease (AD) genetic studies. The Puerto Rican (PR) population, a three‐way admixed (European, African, and Amerindian) population is the second‐largest Hispanic group in the continental US. We performed a genome‐wide association study (GWAS) in the PR population to identify novel AD susceptibility loci and characterize known AD genetic risk loci. Method: 652 individuals (349 AD; 303 cognitively unimpaired), ascertained through the Puerto Rico Alzheimer Disease Initiative (PRADI), were included in the analyses. We performed GWAS on the Whole Genome Sequencing (WGS) dataset with a generalized linear‐mixed model adjusting for sex, age, and population substructure as fixed effects and genetic relationship matrix as a random effect. To infer local ancestry, we merged the target PR dataset with appropriate population samples from the HGDP and 1000G reference panels. Subsequently, we conducted univariate admixture mapping (AM) analysis. We also assessed the polygenic risk score (PRS) using the effect sizes from summary statistics from the non‐Hispanic White (NHW) study. Result: We identified a suggestive significant (p<5 × 10‐6) signal (rs11183403; P = 4 × 10‐6) within the SLC38A1 gene on chromosome 12. Univariate African AM analysis identified one suggestive (p<4 × 10‐5) ancestral block located in the same region on chromosomes 12q13.1 (p = 7.2 × 10‐6). We replicated eight known AD loci– APOE, ABCA7, CLU, FERMT2, GRN, PRDM7, SEC61G, and TREM2. Admixture analysis revealed proportions of 68% European, 20% African, and 12% Amerindian in the PR cohort. NHW‐derived PRS has a good prediction power (AUC = 0.62) in the PR dataset. Conclusion: PR GWAS and AM identified a suggestive AD risk locus in the SLC38A1 gene. This region overlaps with an area of linkage of AD in previous studies (12q13). The SLC38A1 gene is associated with ischemic brain damage and its transcription is affected by amyloid‐beta peptide. Our study replicated 8 known AD loci previously identified in European studies and showed good predictive power with NHW‐derived PRS which is likely due to the high European background of the PR population. Including underrepresented populations in genetic studies is important for identifying health disparities and developing effective treatments for AD in all groups. [ABSTRACT FROM AUTHOR]
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- 2024
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17. A novel stop‐gain SORL1 mutation from Amerindian background in a Peruvian family with Alzheimer's Disease of the PeADI Study.
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Cornejo‐Olivas, Mario, Griswold, Anthony J., Saldarriaga‐Mayo, Ana, Mena, Pedro R., Rodriguez, Richard S., Adams, Larry D., Whitehead, Patrice L., Isasi, Rosario, Illanes‐Manrique, Maryenela, Sarapura‐Castro, Elison, Rajabli, Farid, McInerney, Katalina F, Milla‐Neyra, Karina, Manrique‐Enciso, Carla, Beecham, Gary W, Castro‐Suarez, Sheila, George‐Hyslop, Peter St, Araujo‐Aliaga, Ismael, Cuccaro, Michael L., and Vance, Jeffery M.
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Background: Common and rare variants in SORL1 have been associated with increased risk of Alzheimer's disease (AD). Since 2019, we have run an international collaborative research initiative to ascertain a Peruvian cohort for Alzheimer's disease and other related dementias for genetic studies (PeADI). Method: A Peruvian family (4 AD cases and two mild cognitive impairment (MCI) cases) was recruited through the PeADI study. All six family‐member completed a full cognitive assessment, had plasma‐based biomarkers pTau181 and Aβ42/40 measured via SIMOA chemistry on the Quanterix HD‐X, and underwent whole genome sequencing. Variants within AD risk genes as determined by the ADSP Gene Verification Committee were prioritized and variant interpretation was performed according to ACMG recommendations. Result: We identified a SORL1 c.5019G>A (p.Trp1673Ter) variant of Amerindian background in the four AD diagnosed siblings within this family. The two MCI cases did not carry the novel variant. The identified SORL1 variant corresponded to a heterozygous stop‐gain variant in exon 36 replacing tryptophan by a stop codon at position 1673 of the SORL1 protein. In‐silico analysis predicts this variant promotes nonsense‐mediated mRNA decay. This variant has not been previously reported in databases including gnomAD, LOVD and ClinVar. The 4 AD cases had on average 2.3X higher plasma pTau181 concentrations compared to the 2 MCI (2.03 ± 0.28pg/µl vs 0.88 ± 0.7pg/µl). There was no noticeable difference in the Aβ42/40 ratio. This variant is classified as likely pathogenic according to ACMG. Conclusion: We report the first Peruvian AD family carrying a likely pathogenic stop‐gain SORL1 variant within an Amerindian background region. Further cosegregation and functional assays are required to establish the risk size of this variant for AD. [ABSTRACT FROM AUTHOR]
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- 2024
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18. Ancestry‐specific studies on Alzheimer's disease using iPSC‐derived microglia.
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Moura, Sofia, Nasciben, Luciana Bertholim, Shepherd, Jihanne J, Coombs, Lauren, Ramirez, Aura M, Simon, Shaina A., Van Booven, Derek, Rivero, Joe, DeRosa, Brooke A., Whitehead, Patrice L., Adams, Larry D., Starks, Takiyah D., Mena, Pedro R., Illanes‐Manrique, Maryenela Z., Tejada, Sergio J., Byrd, Goldie S., Cornejo‐Olivas, Mario, Feliciano‐Astacio, Briseida E., Rajabli, Farid, and Wang, Liyong
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Background: In the US, African Americans (admixed with African and European) followed by Hispanics (admixed with Amerindian, African, and European) are the most affected groups compared to non‐Hispanic Whites (NHW). While genetic diversity and admixture play crucial roles in disease risk, the ancestry‐specific mechanisms remain poorly understood with most AD‐related studies focusing on NHW. Despite the recent field efforts to include genetically admixed populations, there continues to be a lack of functional studies in AD across the different cell types in these populations. Given the importance of Microglia in AD, we here characterize the genetic regulatory architecture (GRA) on iPSC‐derived Microglia (MGL) in African and Amerindian genomes. Method: iPSC lines derived from controls and AD patients with >90% genomic content from different ancestries (Amerindian, African, and European) were differentiated into MGL. We performed bulk RNA‐seq and ATAC‐seq, followed by differential expression and accessibility analyses to study the GRA of these admixed populations and its contributions to AD. Result: We identified 1,103 differentially expressed genes (DEGs) and 267 differentially accessible genes (DAGs) across ancestries. We observed the most differences on both chromatin accessibility and gene expression levels between AI and AF. On the chromatin level and in the context of AD, we observed 2 DAGs (PRDM7 and SCIMP) between AI and AF, and 1 DAG between AI and EU (PRDM7). In addition, we identified 10 AD‐risk modifying genes that are differentially expressed between AI and AF ancestries (ABI3, CTSB, JAZF1, MS4A6A, PILRA, PLEKHA1, RASGEF1C, SORL1, TREM2, and TREML2) and 3 DEGs between AI and EU (JAZF1, MS4A6A, and SORL1). We identified several DEGs to be involved in lipid metabolism, cholesterol biosynthesis and metabolism, lysosomal activity, and immune response ‐ all highly relevant processes in AD pathology. Conclusion: We provide new insights into ancestry‐specific genetic risk factors in AD pathophysiology. Here, we report novel transcriptomic and chromatin accessibility data in microglia of AI and AF ancestries that potentially contribute to a differential genetic risk in AD in the different ancestries. Interestingly, those ancestries with greatest migratory differences revealed the largest DEG. [ABSTRACT FROM AUTHOR]
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- 2024
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19. Ancestry‐related differences in chromatin accessibility and gene expression of APOE ε4 are associated with Alzheimer's disease risk.
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Celis, Katrina, Moreno, Maria D. M. Muniz, Rajabli, Farid, Whitehead, Patrice, Hamilton‐Nelson, Kara, Dykxhoorn, Derek M., Nuytemans, Karen, Wang, Liyong, Flanagan, Margaret, Weintraub, Sandra, Geula, Changiz, Gearing, Marla, Dalgard, Clifton L., Jin, Fulai, Bennett, David A., Schuck, Theresa, Pericak‐Vance, Margaret A., Griswold, Anthony J., Young, Juan I., and Vance, Jeffery M.
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Introduction: European local ancestry (ELA) surrounding apolipoprotein E (APOE) ε4 confers higher risk for Alzheimer's disease (AD) compared to African local ancestry (ALA). We demonstrated significantly higher APOE ε4 expression in ELA versus ALA in AD brains from APOE ε4/ε4 carriers. Chromatin accessibility differences could contribute to these expression changes. Methods: We performed single nuclei assays for transposase accessible chromatin sequencing from the frontal cortex of six ALA and six ELA AD brains, homozygous for local ancestry and APOE ε4. Results: Our results showed an increased chromatin accessibility at the APOE ε4 promoter area in ELA versus ALA astrocytes. This increased accessibility in ELA astrocytes extended genome wide. Genes with increased accessibility in ELA in astrocytes were enriched for synapsis, cholesterol processing, and astrocyte reactivity. Discussion: Our results suggest that increased chromatin accessibility of APOE ε4 in ELA astrocytes contributes to the observed elevated APOE ε4 expression, corresponding to the increased AD risk in ELA versus ALA APOE ε4/ε4 carriers. [ABSTRACT FROM AUTHOR]
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- 2023
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20. Early-Onset Alzheimer Disease and Candidate Risk Genes Involved in Endolysosomal Transport
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Kunkle, Brian W., Vardarajan, Badri N., Naj, Adam C., Whitehead, Patrice L., Rolati, Sophie, Slifer, Susan, Carney, Regina M., Cuccaro, Michael L., Vance, Jeffery M., Gilbert, John R., Wang, Li-San, Farrer, Lindsay A., Reitz, Christiane, Haines, Jonathan L., Beecham, Gary W., Martin, Eden R., Schellenberg, Gerard D., Mayeux, Richard P., and Pericak-Vance, Margaret A.
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- 2017
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21. Admixture mapping identifies novel Alzheimer's disease risk regions in African Americans.
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Rajabli, Farid, Tosto, Giuseppe, Hamilton‐Nelson, Kara L., Kunkle, Brian W., Vardarajan, Badri N., Naj, Adam, Whitehead, Patrice G., Gardner, Olivia K., Bush, William S., Sariya, Sanjeev, Mayeux, Richard P., Farrer, Lindsay A., Cuccaro, Michael L., Vance, Jeffrey M., Griswold, Anthony J., Schellenberg, Gerard D., Haines, Jonathan L., Byrd, Goldie S., Reitz, Christiane, and Beecham, Gary W.
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Background: This study used admixture mapping to prioritize the genetic regions associated with Alzheimer's disease (AD) in African American (AA) individuals, followed by ancestry‐aware regression analysis to fine‐map the prioritized regions. Methods: We analyzed 10,271 individuals from 17 different AA datasets. We performed admixture mapping and meta‐analyzed the results. We then used regression analysis, adjusting for local ancestry main effects and interactions with genotype, to refine the regions identified from admixture mapping. Finally, we leveraged in silico annotation and differential gene expression data to prioritize AD‐related variants and genes. Results: Admixture mapping identified two genome‐wide significant loci on chromosomes 17p13.2 (p = 2.2 × 10−5) and 18q21.33 (p = 1.2 × 10−5). Our fine mapping of the chromosome 17p13.2 and 18q21.33 regions revealed several interesting genes such as the MINK1, KIF1C, and BCL2. Discussion: Our ancestry‐aware regression approach showed that AA individuals have a lower risk of AD if they inherited African ancestry admixture block at the 17p13.2 locus. Highlights: We identified two genome‐wide significant admixture mapping signals: on chromosomes 17p13.2 and 18q21.33, which are novel in African American (AA) populations.Our ancestry‐aware regression approach showed that AA individuals have a lower risk of Alzheimer's disease (AD) if they inherited African ancestry admixture block at the 17p13.2 locus.We found that the overall proportion of African ancestry does not differ between the cases and controls that suggest African genetic ancestry alone is not likely to explain the AD prevalence difference between AA and non‐Hispanic White populations. [ABSTRACT FROM AUTHOR]
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- 2023
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22. A new risk locus on chromosome 1 is suggested by genome‐wide association study in Peruvians for Alzheimer disease.
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Akgun, Bilcag, Cornejo‐Olivas, Mario, Custodio, Nilton, Rajabli, Farid, Soto‐Añari, Marcio F., Montesinos, Rosa, Yang, Zikun, Huaman, Basilio C., Reyes‐Dumeyer, Dolly, Cedeno, Jeffrey A, Rivero, Joe, Mena, Pedro R., Adams, Larry D., Whitehead, Patrice, Hamilton‐Nelson, Kara L., Rios‐Pinto, Julia, Medina‐Colque, Angel, Dalgard, Clifton L., Isasi, Rosario, and Cornejo‐Herrera, Ivan
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Background: Increasing ethnic/ancestral diversity in genetic studies is critical for defining the genetic architecture of Alzheimer disease (AD). Amerindian (AI) populations are substantially underrepresented in AD genetic studies. The Peruvian (PE) population, with up to ∼80% of AI ancestry, provides a unique opportunity to assess the role of AI ancestry in AD. We performed the first genome‐wide association study (GWAS) in the PE population to identify novel AD susceptibility loci and characterize known AD genetic risk loci. Method: The PE dataset includes array‐genotype and phenotype data from 542 individuals (189 cases; 353 controls), imputed to the NHLBI TOPMedv5 haplotype reference panel. We used a generalized linear mixed‐model (SAIGE software) for the GWAS analysis. We analyzed two separate models; the first model accounted for sex, age, and population substructure, while the second model also included the dosage of APOEe4. In both models, we included a genetic relationship matrix as a random effect to account for any potential relatedness. To determine if the associations are specific to specific ancestries, we employed ancestry‐aware approaches using the RFMix software. Result: APOE was significantly associated with AD with an effect size comparable to that found in non‐Hispanic white (NHW) populations (OR = 3.3(2.2‐4.8),pv = 8.0×10−10). Two additional known AD loci, TREML2 (pv = 0.008) and CLU (pv = 0.012), showed nominal significance Variants at three additional loci reached suggestive significance (pv<1×10−6): NFASC (pv = 9.4×10−8;chromosome 1), STK32A (pv = 9.3×10−7; chromosome 5), and LOC100132830 (pv = 6.7×10−7;chromosome 6). The NFASC locus neared genome‐wide significance in the APOE adjusted model (pv = 6.7×10−8). The haplotypes associated with AD at the NFASC locus were found to be of European origin. Additionally, the STK32A locus was found to have a protective effect specifically among individuals of AI background. We did not observe significant heterogeneity of effect at the APOE and LOC100132830 loci across different ancestral backgrounds. Conclusion: PE GWAS identified a novel, promising AD susceptibility locus in the NFASC gene of European origin. We also detected a potential protective effect in the STK32A locus on AI background, emphasizing the importance of incorporating ancestry‐aware approaches in gene discovery in admixed populations. [ABSTRACT FROM AUTHOR]
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- 2023
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23. Genetic variants in the SHISA6 gene are associated with delayed cognitive impairment in two family datasets.
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Ramos, Jairo, Caywood, Laura J., Prough, Michael B., Clouse, Jason E., Herington, Sharlene D., Slifer, Susan H., Fuzzell, M. Denise, Fuzzell, Sarada L., Hochstetler, Sherri D., Miskimen, Kristy L., Main, Leighanne R., Osterman, Michael D., Zaman, Andrew F., Whitehead, Patrice L., Adams, Larry D., Laux, Renee A., Song, Yeunjoo E., Foroud, Tatiana M., Mayeux, Richard P., and St. George‐Hyslop, Peter
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Introduction: Studies of cognitive impairment (CI) in Amish communities have identified sibships containing CI and cognitively unimpaired (CU) individuals. We hypothesize that CU individuals may carry protective alleles delaying age at onset (AAO) of CI. Methods: A total of 1522 individuals screened for CI were genotyped. The outcome studied was AAO for CI individuals or age at last normal exam for CU individuals. Cox mixed‐effects models examined association between age and single nucleotide variants (SNVs). Results: Three SNVs were significantly associated (P < 5 × 10–8) with AAO on chromosomes 6 (rs14538074; hazard ratio [HR] = 3.35), 9 (rs534551495; HR = 2.82), and 17 (rs146729640; HR = 6.38). The chromosome 17 association was replicated in the independent National Institute on Aging Genetics Initiative for Late‐Onset Alzheimer's Disease dataset. Discussion: The replicated genome‐wide significant association with AAO on chromosome 17 is located in the SHISA6 gene, which is involved in post‐synaptic transmission in the hippocampus and is a biologically plausible candidate gene for Alzheimer's disease. [ABSTRACT FROM AUTHOR]
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- 2023
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24. Two knockdown models of the autism genes SYNGAP1 and SHANK3 in zebrafish produce similar behavioral phenotypes associated with embryonic disruptions of brain morphogenesis
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Kozol, Robert A., Cukier, Holly N., Zou, Bing, Mayo, Vera, De Rubeis, Silvia, Cai, Guiqing, Griswold, Anthony J., Whitehead, Patrice L., Haines, Jonathan L., Gilbert, John R., Cuccaro, Michael L., Martin, Eden R., Baker, James D., Buxbaum, Joseph D., Pericak-Vance, Margaret A., and Dallman, Julia E.
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- 2015
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25. Analysis of the indel at the ARMS2 3′UTR in age-related macular degeneration
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Wang, Gaofeng, Spencer, Kylee L., Scott, William K., Whitehead, Patrice, Court, Brenda L., Ayala-Haedo, Juan, Mayo, Ping, Schwartz, Stephen G., Kovach, Jaclyn L., Gallins, Paul, Polk, Monica, Agarwal, Anita, Postel, Eric A., Haines, Jonathan L., and Pericak-Vance, Margaret A.
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- 2010
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26. Genetic architecture of RNA editing regulation in Alzheimer's disease across diverse ancestral populations.
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Gardner, Olivia K, Booven, Derek Van, Wang, Lily, Gu, Tianjie, Hofmann, Natalia K, Whitehead, Patrice L, Nuytemans, Karen, Hamilton-Nelson, Kara L, Adams, Larry D, Starks, Takiyah D, Cuccaro, Michael L, Martin, Eden R, Vance, Jeffery M, Bush, William S, Byrd, Goldie S, Haines, Jonathan L, Beecham, Gary W, Pericak-Vance, Margaret A, and Griswold, Anthony J
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- 2022
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27. Investigation of autism and GABA receptor subunit genes in multiple ethnic groups
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Collins, Ann L., Ma, Deqiong, Whitehead, Patrice L., Martin, Eden R., Wright, Harry H., Abramson, Ruth K., Hussman, John P., Haines, Jonathan L., Cuccaro, Michael L., Gilbert, John R., and Pericak-Vance, Margaret A.
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- 2006
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28. Evaluating Mitochondrial DNA Variation in Autism Spectrum Disorders
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Hadjixenofontos, Athena, Schmidt, Michael A., Whitehead, Patrice L., Konidari, Ioanna, Hedges, Dale J., Wright, Harry H., Abramson, Ruth K., Menon, Ramkumar, Williams, Scott M., Cuccaro, Michael L., Haines, Jonathan L., Gilbert, John R., Pericak-Vance, Margaret A., Martin, Eden R., and McCauley, Jacob L.
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- 2013
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29. Evaluation of copy number variations reveals novel candidate genes in autism spectrum disorder-associated pathways
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Griswold, Anthony J., Ma, Deqiong, Cukier, Holly N., Nations, Laura D., Schmidt, Mike A., Chung, Ren-Hua, Jaworski, James M., Salyakina, Daria, Konidari, Ioanna, Whitehead, Patrice L., Wright, Harry H., Abramson, Ruth K., Williams, Scott M., Menon, Ramkumar, Martin, Eden R., Haines, Jonathan L., Gilbert, John R., Cuccaro, Michael L., and Pericak-Vance, Margaret A.
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- 2012
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30. A novel ARMS2 splice variant is identified in human retina
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Wang, Gaofeng, Scott, William K., Whitehead, Patrice, Court, Brenda L., Kovach, Jaclyn L., Schwartz, Stephen G., Agarwal, Anita, Dubovy, Sander, Haines, Jonathan L., and Pericak-Vance, Margaret A.
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- 2012
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31. Analysis of Single Nucleotide Polymorphisms in the NOS2A Gene and Interaction with Smoking in Age-Related Macular Degeneration
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Ayala-Haedo, Juan A., Gallins, Paul J., Whitehead, Patrice L., Schwartz, Stephen G., Kovach, Jaclyn L., Postel, Eric A., Agarwal, Anita, Wang, Gaofeng, Haines, Jonathan L., Pericak-Vance, Margaret A., and Scott, William K.
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- 2010
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32. Comprehensive follow-up of the first genome-wide association study of multiple sclerosis identifies KIF21B and TMEM39A as susceptibility loci
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McCauley, Jacob L., Zuvich, Rebecca L., Beecham, Ashley H., De Jager, Philip L., Konidari, Ioanna, Whitehead, Patrice L., Aubin, Cristin, Ban, Maria, Pobywajlo, Susan, Briskin, Rebeccah, Romano, Susan, Aggarwal, Neelum T., Piccio, Laura, McArdle, Wendy L., Strachan, David P., Evans, Denis, Cross, Anne H., Cree, Bruce, Rioux, John D., Barcellos, Lisa F., Ivinson, Adrian J., Compston, Alastair, Hafler, David A., Hauser, Stephen L., Oksenberg, Jorge R., Sawcer, Stephen J., Pericak-Vance, Margaret A., and Haines, Jonathan L.
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- 2010
33. A Genome-wide Association Study of Autism Reveals a Common Novel Risk Locus at 5p14.1
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Ma, Deqiong, Salyakina, Daria, Jaworski, James M., Konidari, Ioanna, Whitehead, Patrice L., Andersen, Ashley N., Hoffman, Joshua D., Slifer, Susan H., Hedges, Dale J., Cukier, Holly N., Griswold, Anthony J., McCauley, Jacob L., Beecham, Gary W., Wright, Harry H., Abramson, Ruth K., Martin, Eden R., Hussman, John P., Gilbert, John R., Cuccaro, Michael L., Haines, Jonathan L., and Pericak-Vance, Margaret A.
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- 2009
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34. Repeat expansions in the C9ORF72 gene contribute to Alzheimer's disease in Caucasians
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Kohli, Martin A., John-Williams, Krista, Rajbhandary, Ruchita, Naj, Adam, Whitehead, Patrice, Hamilton, Kara, Carney, Regina M., Wright, Clinton, Crocco, Elizabeth, Gwirtzman, Harry E., Lang, Rosalyn, Beecham, Gary, Martin, Eden R., Gilbert, John, Benatar, Michael, Small, Gary W., Mash, Deborah, Byrd, Goldie, Haines, Jonathan L., Pericak-Vance, Margaret A., and Züchner, Stephan
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- 2013
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35. Vitamin D receptor and Alzheimer's disease: a genetic and functional study
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Wang, Liyong, Hara, Kenju, Van Baaren, Jessica M., Price, Justin C., Beecham, Gary W., Gallins, Paul J., Whitehead, Patrice L., Wang, Gaofeng, Lu, Chunrong, Slifer, Michael A., Züchner, Stephan, Martin, Eden R., Mash, Deborah, Haines, Jonathan L., Pericak-Vance, Margaret A., and Gilbert, John R.
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- 2012
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36. Evidence of novel fine-scale structural variation at autism spectrum disorder candidate loci
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Hedges Dale J, Hamilton-Nelson Kara L, Sacharow Stephanie J, Nations Laura, Beecham Gary W, Kozhekbaeva Zhanna M, Butler Brittany L, Cukier Holly N, Whitehead Patrice L, Ma Deqiong, Jaworski James M, Nathanson Lubov, Lee Joycelyn M, Hauser Stephen L, Oksenberg Jorge R, Cuccaro Michael L, Haines Jonathan L, Gilbert John R, and Pericak-Vance Margaret A
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AUTISM ,CGH ,CNV ,GABA ,NRXN1 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Autism spectrum disorders (ASD) represent a group of neurodevelopmental disorders characterized by a core set of social-communicative and behavioral impairments. Gamma-aminobutyric acid (GABA) is the major inhibitory neurotransmitter in the brain, acting primarily via the GABA receptors (GABR). Multiple lines of evidence, including altered GABA and GABA receptor expression in autistic patients, indicate that the GABAergic system may be involved in the etiology of autism. Methods As copy number variations (CNVs), particularly rare and de novo CNVs, have now been implicated in ASD risk, we examined the GABA receptors and genes in related pathways for structural variation that may be associated with autism. We further extended our candidate gene set to include 19 genes and regions that had either been directly implicated in the autism literature or were directly related (via function or ancestry) to these primary candidates. For the high resolution CNV screen we employed custom-designed 244 k comparative genomic hybridization (CGH) arrays. Collectively, our probes spanned a total of 11 Mb of GABA-related and additional candidate regions with a density of approximately one probe every 200 nucleotides, allowing a theoretical resolution for detection of CNVs of approximately 1 kb or greater on average. One hundred and sixty-eight autism cases and 149 control individuals were screened for structural variants. Prioritized CNV events were confirmed using quantitative PCR, and confirmed loci were evaluated on an additional set of 170 cases and 170 control individuals that were not included in the original discovery set. Loci that remained interesting were subsequently screened via quantitative PCR on an additional set of 755 cases and 1,809 unaffected family members. Results Results include rare deletions in autistic individuals at JAKMIP1, NRXN1, Neuroligin4Y, OXTR, and ABAT. Common insertion/deletion polymorphisms were detected at several loci, including GABBR2 and NRXN3. Overall, statistically significant enrichment in affected vs. unaffected individuals was observed for NRXN1 deletions. Conclusions These results provide additional support for the role of rare structural variation in ASD.
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- 2012
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37. An X chromosome-wide association study in autism families identifies TBL1X as a novel autism spectrum disorder candidate gene in males
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Chung Ren-Hua, Ma Deqiong, Wang Kai, Hedges Dale J, Jaworski James M, Gilbert John R, Cuccaro Michael L, Wright Harry H, Abramson Ruth K, Konidari Ioanna, Whitehead Patrice L, Schellenberg Gerard D, Hakonarson Hakon, Haines Jonathan L, Pericak-Vance Margaret A, and Martin Eden R
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder with a strong genetic component. The skewed prevalence toward males and evidence suggestive of linkage to the X chromosome in some studies suggest the presence of X-linked susceptibility genes in people with ASD. Methods We analyzed genome-wide association study (GWAS) data on the X chromosome in three independent autism GWAS data sets: two family data sets and one case-control data set. We performed meta- and joint analyses on the combined family and case-control data sets. In addition to the meta- and joint analyses, we performed replication analysis by using the two family data sets as a discovery data set and the case-control data set as a validation data set. Results One SNP, rs17321050, in the transducin β-like 1X-linked (TBL1X) gene [OMIM:300196] showed chromosome-wide significance in the meta-analysis (P value = 4.86 × 10-6) and joint analysis (P value = 4.53 × 10-6) in males. The SNP was also close to the replication threshold of 0.0025 in the discovery data set (P = 5.89 × 10-3) and passed the replication threshold in the validation data set (P = 2.56 × 10-4). Two other SNPs in the same gene in linkage disequilibrium with rs17321050 also showed significance close to the chromosome-wide threshold in the meta-analysis. Conclusions TBL1X is in the Wnt signaling pathway, which has previously been implicated as having a role in autism. Deletions in the Xp22.2 to Xp22.3 region containing TBL1X and surrounding genes are associated with several genetic syndromes that include intellectual disability and autistic features. Our results, based on meta-analysis, joint analysis and replication analysis, suggest that TBL1X may play a role in ASD risk.
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- 2011
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38. A noise-reduction GWAS analysis implicates altered regulation of neurite outgrowth and guidance in autism
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Hussman John P, Chung Ren-Hua, Griswold Anthony J, Jaworski James M, Salyakina Daria, Ma Deqiong, Konidari Ioanna, Whitehead Patrice L, Vance Jeffery M, Martin Eden R, Cuccaro Michael L, Gilbert John R, Haines Jonathan L, and Pericak-Vance Margaret A
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Genome-wide Association Studies (GWAS) have proved invaluable for the identification of disease susceptibility genes. However, the prioritization of candidate genes and regions for follow-up studies often proves difficult due to false-positive associations caused by statistical noise and multiple-testing. In order to address this issue, we propose the novel GWAS noise reduction (GWAS-NR) method as a way to increase the power to detect true associations in GWAS, particularly in complex diseases such as autism. Methods GWAS-NR utilizes a linear filter to identify genomic regions demonstrating correlation among association signals in multiple datasets. We used computer simulations to assess the ability of GWAS-NR to detect association against the commonly used joint analysis and Fisher's methods. Furthermore, we applied GWAS-NR to a family-based autism GWAS of 597 families and a second existing autism GWAS of 696 families from the Autism Genetic Resource Exchange (AGRE) to arrive at a compendium of autism candidate genes. These genes were manually annotated and classified by a literature review and functional grouping in order to reveal biological pathways which might contribute to autism aetiology. Results Computer simulations indicate that GWAS-NR achieves a significantly higher classification rate for true positive association signals than either the joint analysis or Fisher's methods and that it can also achieve this when there is imperfect marker overlap across datasets or when the closest disease-related polymorphism is not directly typed. In two autism datasets, GWAS-NR analysis resulted in 1535 significant linkage disequilibrium (LD) blocks overlapping 431 unique reference sequencing (RefSeq) genes. Moreover, we identified the nearest RefSeq gene to the non-gene overlapping LD blocks, producing a final candidate set of 860 genes. Functional categorization of these implicated genes indicates that a significant proportion of them cooperate in a coherent pathway that regulates the directional protrusion of axons and dendrites to their appropriate synaptic targets. Conclusions As statistical noise is likely to particularly affect studies of complex disorders, where genetic heterogeneity or interaction between genes may confound the ability to detect association, GWAS-NR offers a powerful method for prioritizing regions for follow-up studies. Applying this method to autism datasets, GWAS-NR analysis indicates that a large subset of genes involved in the outgrowth and guidance of axons and dendrites is implicated in the aetiology of autism.
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- 2011
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39. Increased APOE ε4 expression is associated with the difference in Alzheimer's disease risk from diverse ancestral backgrounds.
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Griswold, Anthony J., Celis, Katrina, Bussies, Parker L., Rajabli, Farid, Whitehead, Patrice L., Hamilton‐Nelson, Kara L., Beecham, Gary W., Dykxhoorn, Derek M., Nuytemans, Karen, Wang, Liyong, Gardner, Olivia K., Dorfsman, Daniel A., Bigio, Eileen H., Mesulam, Marek Marsel, Weintraub, Sandra, Geula, Changiz, Gearing, Marla, McGrath‐Martinez, Elisa, Dalgard, Clifton L., and Scott, William K.
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Introduction: Apolipoprotein E (APOE) ε4 confers less risk for Alzheimer's disease (AD) in carriers with African local genomic ancestry (ALA) than APOE ε4 carriers with European local ancestry (ELA). Cell type specific transcriptional variation between the two local ancestries (LAs) could contribute to this disease risk differences. Methods: Single‐nucleus RNA sequencing was performed on frozen frontal cortex of homozygous APOE ε4/ε4 AD patients: seven with ELA, four with ALA. Results: A total of 60,908 nuclei were sequenced. Within the LA region (chr19:44‐46Mb), APOE was the gene most differentially expressed, with ELA carriers having significantly more expression (overall P < 1.8E–317) in 24 of 32 cell clusters. The transcriptome of one astrocyte cluster, with high APOE ε4 expression and specific to ELA, is suggestive of A1 reactive astrocytes. Discussion: AD patients with ELA expressed significantly greater levels of APOE than ALA APOE ε4 carriers. These differences in APOE expression could contribute to the reduced risk for AD seen in African APOE ε4 carriers. [ABSTRACT FROM AUTHOR]
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- 2021
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40. Recruitment and Retention in the Puerto Rico Alzheimer's Disease Initiative.
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Feliciano‐Astacio, Briseida E., Rajabli, Farid, Prough, Michael B., Hamilton‐Nelson, Kara L., Adams, Larry D., Mena, Pedro R., Tejada, Sergio J., Sanchez, Jose Javier, Celis, Katrina, Silva‐Vergara, Concepcion, Whitehead, Patrice, Acosta, Heriberto, Feliciano, Nereida I, Chinea, Angel, McInerney, Katalina, Vance, Jeffery M., Cuccaro, Michael L., Beecham, Gary W., and Pericak‐Vance, Margaret A.
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Background: Puerto Ricans, the second largest US Latino group, are underrepresented in genomic studies of Alzheimer disease (AD). We describe a multi‐source ascertainment approach, networking with community and governmental stakeholders, as part of the Puerto Rico (PR) Alzheimer Disease Initiative (PRADI) whose goal is to increase recruitment and retention of PR individuals in genomic research.The National Alzheimer's disease Action Plan 2015‐2025 served as a framework for PRADI group that aims to fill two of the goals of the plan: increase research and education. Method: We developed collaborative relationships with community and governmental organizations that serve the elderly and AD patients from 37/78 (47%) municipalities of PR to identify potential research participants. Trust and transparency were central to our interactions with community groups. We educated patients and caregivers about AD and their possible contribution to science. Bringing academia to the community encouraged participation. Additionally, we established relationships with multiple neurologists across PR caring for AD patients and their families. For recruitment and enrollment PRADI team members visited families in the homes, daycare facilities and clinics. All participants were assigned diagnoses by a clinical adjudication committee comprised of neurologists and neuropsychologists with expertise in AD and related dementias (ADRD) Result: Since 2016 we have enrolled 1, 281 individuals. Among these 752 are unrelated individuals (193 AD, 170 mild cognitive impairment (MCI), 306 cognitively unimpaired (CU) and 83 with other diagnoses (OD). 529 individuals (195 AD, 76 MCI, 178 CU and 80 OD) were part of 155 multiplex AD families. Most families are from Eastern and Northern PR regions, reflecting dense population areas with large cities. Longitudinal follow‐up of the first 167 participants for diagnostic updates is complete. 64 individuals were ascertained in the continental US (cUS). Of the 167 individuals in the longitudinal follow‐up (3‐5 years), 7.2% progressed from either CU to MCI or AD, or MCI to AD. Conclusion: The PRADI group multisource ascertainment approach enabled recruitment and retention of participants both in PR and the cUS. Longitudinal clinical data across the cohort further enriches the impact of genomic studies in a diverse population. [ABSTRACT FROM AUTHOR]
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- 2023
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41. Tau and Amyloid Plasma Biomarker Analysis in Alzheimer's Disease Cohorts from Diverse Genetic Ancestries.
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Griswold, Anthony J., Rajabli, Farid, Gu, Tianjie, Garcia‐Serje, Catherine, Arvizu, Jamie, Golightly, Charles G., Whitehead, Patrice, Hamilton‐Nelson, Kara L., Adams, Larry D., Celis, Katrina, Sanchez, Jose Javier, Tejada, Sergio J., Mena, Pedro R., Starks, Takiyah D., Cornejo‐Olivas, Mario, Illanes‐Manrique, Maryenela Z, Silva‐Vergara, Concepcion, Cuccaro, Michael L., Vance, Jeffery M., and Feliciano‐Astacio, Briseida E.
- Abstract
Background: Plasma concentrations of phosphorylated threonine‐181 of Tau (pTau181) and the ratio of amyloid beta isoforms Ab42/Ab40 are biomarkers for differential diagnosis and preclinical detection of Alzheimer disease (AD). However, measurement of these biomarkers is mostly from individuals of non‐Hispanic, European ancestry. Given differences in AD risk, generalizability of these findings is not assured in individuals of diverse ancestry. This study evaluates the utility of plasma pTau181 and Ab42/Ab40 in discriminating clinically diagnosed AD from cognitively intact, age‐matched controls in ancestrally diverse, admixed cohorts. Method: We measured plasma pTau181 and Aβ42/Aβ40 with Simoa chemistry using the pTau181 AdvantageV2 and NEUROLOGY 3‐PLEX A assays, respectively. Our cohorts consisted of: 642 African Americans (162 AD and 480 cognitively intact (CI)), 906 Puerto Ricans (385 AD and 521 CI), 149 Peruvians (49 AD and 100 CI), 60 Cubans (26 AD and 34 CI), and 246 non‐Hispanic, European ancestry (22 AD and 224 CI). Linear mixed‐effect regression models adjusted for age, sex, population substructure and relatedness followed by Bonferroni correction was applied to identify differences across AD status. Diagnostic performance and construct receiver operator characteristic (ROC) curves were created from logistic regression models. Result: Plasma pTau181 concentrations were increased in individuals with AD compared to CI (p < 2×10−16) taking into account all individuals and in each cohort separately (African Americans, p = 1.2×10−9; Puerto Ricans, p = 7.6×10−9; Peruvians, p = 0.02), and European ancestry, p = 2.2×10−8) except for the Cubans where there was a trend. There was no significant difference in the plasma Aβ42/Aβ40 ratio, however there was a trend towards a decreasing concentration in AD. Using the area under the ROC, pTau181 was more accurate at predicting status than the Aβ42/Aβ40 ratio, but the classification improved when both biomarkers were combined. The accuracy varied widely over the individual cohorts with AUC from 0.845 for African Americans to 0.683 for Peruvians. Conclusion: These results suggest AD biomarkers are generalizable across ancestries, though the predictive value may differ depending on specific ancestral backgrounds. Ultimately, combining genomic and biomarker data from diverse individuals will increase understanding of genetic risk and refine clinical diagnoses in individuals of diverse ancestries. [ABSTRACT FROM AUTHOR]
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- 2023
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42. Characterization of an African ancestry‐specific protective allele of the APOE ε4 allele for Alzheimer's disease risk.
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Wang, Liyong, Vasquez, Marina Lipkin, Nuytemans, Karen, Rajabli, Farid, Whitehead, Patrice, Gearing, Marla, Bennett, David A. A, Flanagan, Margaret E, Weintraub, Sandra, Geula, Changiz, Scott, William K., Schuck, Theresa, Jin, Fulai, Xu, Wanying, Dykxhoorn, Derek M., Pericak‐Vance, Margaret A., Griswold, Anthony J., Young, Juan I., and Vance, Jeffery M.
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Background: We recently identified a protective interaction between the APOE ε4 allele and an African ancestry‐specific allele (rs10423769_A) significantly reducing the odds ratio for Alzheimer's disease by 75% in APOE ε4 homozygous carriers. rs10423769 is located approximately 2 mB upstream of APOE in a large area of segmental duplication, within a cluster of pregnancy specific beta‐1 glycoproteins (PSG) genes and a long noncoding RNA, lncRNA (ENSG00000282943). Hi‐C analysis in multiple brain cell types showed no direct chromatin interactions between APOE and the rs10423769 region. rs10423769 has been reported to be a splicing quantitative trait locus for the transmembrane protein 145 gene (TMEM145), which has the highest expression in cerebellum. Methods: Since this interaction region is enriched for segmental duplications, long‐read whole genome sequencing was performed on 16 individuals (nine heterozygous and seven homozygous rs10423769_A carriers) using the Oxford Nanopore PromethION24 to more precisely map this variant. Expression of PSG genes (2, 4, 5 and 11), ENSG00000282943, and TMEM145 isoforms were analyzed by qPCR in cerebellum and frontal cortex of carriers and non‐carriers of rs10423769_A. Hi‐C analysis was conducted in these brain samples as well. Results: Nanopore long‐read sequencing showed that rs10423769 is present as a single copy on chromosome 19. In the frontal cortex, preliminary Hi‐C results supported the presence of transcriptionally active chromatin over the PSG region in some individuals but not in others. Both PSG genes and the lncRNA had low expression in the frontal cortex and cerebellum. We observed higher TMEM145 expression in the cerebellum compared to frontal cortex and detected alternative splicing forms of TMEM145. There was a trend of increased expression of TMEM145 in rs10423769_A carriers, which was not statistically significant likely due to sample size. Conclusion: We established that only one copy of rs10423769 exists in the modifying region, which will facilitate future haplotype analysis. The Hi‐C analysis suggested inter‐individual variations on chromatin structure over PSG genes in frontal cortex, although no expression of these genes was detected. Further analysis of regulatory activity of the region is ongoing. This modifier locus appears to represent a novel protective mechanism for APOE ε4. [ABSTRACT FROM AUTHOR]
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- 2023
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43. A genome‐wide association study in Puerto Ricans suggests new risk loci for Alzheimer disease.
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Rajabli, Farid, Feliciano‐Astacio, Briseida E., Hamilton‐Nelson, Kara L., Rivero, Joe, Akgun, Bilcag, Adams, Larry D., Mena, Pedro R., Tejada, Sergio J., Celis, Katrina, Sanchez, Jose Javier, Feliciano, Nereida I, Whitehead, Patrice, Prough, Michael B., Gardner, Olivia K., Acosta, Heriberto, Chinea, Angel, McInerney, Katalina, Vance, Jeffery M., Cuccaro, Michael L., and Beecham, Gary W.
- Abstract
Background: Alzheimer disease (AD) is the fourth leading cause of death in Puerto Rico. The Puerto Rican (PR) population has a high proportion of older adults (18%, over > 65), with 12.5% of them suffering from ADThese statistics highlight the need to investigate the genetic risk factors underlying AD in the PR population, as it could lead to the development of targeted treatments and therapies. Moreover, the ancestrally admixed makeup of the PR population provides an opportunity to assess the role of the European (∼67%), African (∼20%) and Amerindian (∼13%) ancestry in AD risk. We performed genome wide association analysis (GWAS) using whole genome sequence data to identify genetic risk/protective factors associated with AD in the PR population. Method: The PR dataset includes WGS and phenotype data from 640 individuals, comprising 335 AD and 305 cognitively unimpaired (CU) controls. To account for the population substructure, we calculated the global ancestry (principal components) using EIGENSTRAT. We performed GWAS analyses with a generalized linear mixed‐model using the SAIGE software. The model included genotype, sex, age, and principal components (population substructure) as fixed effects and genetic relationship matrix as a random effect. The genetic relationship matrix was calculated based on genomic data and accounted for the relatedness among the individuals in the dataset. Result: We identified four suggestive significant loci (P<1×10−6) associated with the risk of AD in PRs: NACC2 (pv = 4.8×10−7) on chromosome 9, SCN8A (pv = 9.3×10−7) on chromosome 12, FOXK2 (pv = 9.9×10−7) on chromosome 17, and APOEe4 (pv = 6.8×10−8) on chromosome 19. Eight additional AD loci with the same lead marker from European GWAS study (Bellenquez et al.) showed nominal significance: FERMT2 (pv = 6.2×10−3), TREM2 (pv = 8.0×10−3), CLU (pv = 1.8×10−2), RASGEF1C (pv = 2.4×10−2), ADAM17 (pv = 3.5×10−2), DOC2A (pv = 4.3×10−2), GRN (pv = 4.4×10−2) and SORL1 (pv = 5.1×10−2). Conclusion: This study identified three suggestive novel significant loci (NACC2, SCN8A, and FOXK2) associated with AD risk in PRs. In addition, GWAS study on PRs with a high proportion of European ancestry was able to replicate nine AD loci previously identified in European studies. These findings provide new insights into the genetic architecture of AD in the PR population. [ABSTRACT FROM AUTHOR]
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- 2023
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44. Assessing the functional effect of the Presenilin‐1 G206A variant on age of onset of Alzheimer Disease in the Puerto Rican population.
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Celis, Katrina, Rajabli, Farid, Griswold, Anthony J., Adams, Larry D., Tejada, Sergio J., Sanchez, Jose Javier, Simon, Shaina A., Hamilton‐Nelson, Kara L., Gomez, Nicholas R, Whitehead, Patrice, Mena, Pedro R., Arvizu, Jamie, Golightly, Charles G., Silva, Concepcion, Acosta, Heriberto, Cuccaro, Michael L., Vance, Jeffery M., Beecham, Gary W., Feliciano‐Astacio, Briseida E., and Dykxhoorn, Derek M.
- Abstract
Background: The variant G206A in Presenilin‐1 (PSEN1) gene has been identified almost exclusively in Alzheimer Disease (AD) Puerto Rican families. This variant represents a founder effect on the African background. The G206A variant associates with extreme variability in age of onset (AOO), ranging from 30 to 90 years. In contrast, other variants at the same amino acid of PSEN1 (G206N, G206S) have a tighter range of AOO (30‐35 years). We aim to identify the molecular mechanisms involved in the AOO variability between G206A carriers through functional analysis of induced pluripotent stem cells (iPSCs). Method: Genotyping data were phased using SHAPEIT to identify local ancestry and RFMix to estimate genetic ancestry. p‐Tau181 levels were tested from plasma using Simoa (Quanterix HD‐X). iPSCs of G206A carriers with different AOO were reprogrammed using non‐integrating Sendai virus. These clonal lines were assessed for pluripotency and chromosomal stability Isogenic construction of G206A iPSC lines is currently in progress. Result: We screened for G206A carriers using whole genome from 896 individuals (182 families) and identified 43 carriers (39 AD and 4 cognitively unimpaired <65 years) from 8 families and 3 isolated cases. 55% of AD G206A carriers had AOO <65. A single African haplotype was identified in all G206Acarriers. We observed higher pTau181 levels in AD G206A carriers with early age of onset, compared to those with late onset. Association analysis did not identify APOE4 or SYNJ1 polymorphisms as contributing to the differences in AOO within G206A carriers. To perform functional studies, we selected three with early (<65) and three with late (>65) AOO AD peripheral blood mononuclear cells (PBMCs)that were reprogrammed into iPSC lines. G‐band Karyotype, factor loss analyses, genetic finger printing, immunocytochemistry (ICC) and qRT‐PCR for intracellular and surface pluripotency markers was confirmed in the iPSC lines. Conclusion: The PSEN1 G206A variant, originating in African ancestry haplotype revealing a founder effect, is an important contributor to AD in an underserved population. Understanding the role of the G206A variant in AD pathogenesis and the factors that influence its effect on AOO will provide insight on AD pathogenesis, age of onset variation and identification of potential novel therapeutic targets. [ABSTRACT FROM AUTHOR]
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- 2023
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45. The Alzheimer's Disease Sequencing Project – Follow Up Study (ADSP‐FUS): APOE genotype status and demographic characteristics across datasets.
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Mena, Pedro R., Zaman, Andrew, Faber, Kelley M., Adams, Larry D., Inciute, Jovita D., Whitehead, Patrice, Foroud, Tatiana M., Reyes‐Dumeyer, Dolly, Kuzma, Amanda B, Nicaretta, Heather Issen, Naj, Adam C., Martin, Eden R., Dalgard, Clifton L., Schellenberg, Gerald D., Wang, Li‐San, Mayeux, Richard, Vardarajan, Badri N, Vance, Jeffery M., Cuccaro, Michael L., and Kunkle, Brian W.
- Abstract
Background: The ADSP‐FUS is a National Institute on Aging (NIA) initiative focused on identifying genetic risk and protective variants for Alzheimer Disease (AD) by expanding the ADSP beyond non‐Hispanic Whites of European Ancestry (NHW‐EA) populations. Given the lack of diversity in the ADSP, the ADSP‐FUS was designed to whole genome sequence (WGS) existing ethnically diverse and unique cohorts. The upcoming phase ADSP‐ FUS 2.0: The Diverse Population Initiative, focuses on inclusion of Hispanic/Latino (HL), non‐Hispanic Black with African Ancestry (NHB‐AA), and Asian populations. Methods: ADSP‐FUS cohorts consist of studies of AD, dementia, and age‐related conditions. Clinical classifications are assigned based on standard criteria from clinical measures and history, as well as additional neuropathologic data. In addition to production of WGS, genome‐wide array and APOE genotyping is acquired or performed for all ADSP‐FUS samples. Results: The ADSP‐FUS currently consists of 38 cohorts comprised of ∼40,000 individuals, with plan to sequence >100,000 individuals from diverse ancestries. Genotyping, sequencing, and clinical adjudication has been performed on 23,428 participants (cases N = 6,961, median age = 73; controls N = 13,007, median age = 72; ADRD N = 3,460, median age = 77. More participants are female (62.3%) than male and are evenly distributed across cases (61.0%), controls (63.1%), and ADRD (61.8%). As expected, the most prevalent APOE genotype is APOE 3/3 (% by cases/controls for 2/2 = 0.2,0.4; 2/3 = 4.3, 8.2; 2/4 = 2.2, 1.8; 3/3 = 43.8, 64.4; 3/4 = 39.5, 23.0; 4/4 = 10.1, 2.2). These proportions vary greatly between ethnicities, with the highest for APOE 4/4 observed in Asian participants (8.8%) and the lowest in Hispanic participants (2.5%), for example. Mean Braak stage for AD cases is higher (5.1+1.2) than controls (2.6+1.3) and ADRD participants (3.5+1.6). Conclusion: The results provide an overview of features of ADSP‐FUS cohorts. As the ADSP‐FUS expands in size and diversity, this genomic resource, available via NIAGADS, will be integrated with ADSP programs focused on phenotype harmonization, association analyses, functional genomics, and machine learning. In concert with these programs, the ADSP‐FUS will accelerate the identification and understanding of potential genetic risk and protective variants for AD across all populations with the target of developing new treatments that are globally effective. [ABSTRACT FROM AUTHOR]
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- 2023
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46. Genomic editing of APOE4/4 to APOE3/3 in iPSCs bearing African or European local ancestry surrounding APOE.
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Oron, Oded, DeRosa, Brooke A., Rajabli, Farid, Celis, Katrina, Feliciano‐Astacio, Briseida E., Silva‐Vergara, Concepcion, Beecham, Gary W., Adams, Larry D., Tejada, Sergio J., Mena, Pedro R., Whitehead, Patrice, Hamilton‐Nelson, Kara L., Starks, Takiyah D., Byrd, Goldie S., Cuccaro, Michael L., Young, Juan I., Pericak‐Vance, Margaret A., Vance, Jeffery M., and Dykxhoorn, Derek M.
- Abstract
Background: The APOE4 genotype is the main contributor to the risk of developing Late Onset Alzheimer's Disease (LOAD), while the APOE3 genotype has no effect on LOAD risk. Previously our group has shown that Local Ancestry (LA) surrounding APOE4 regulates APOE expression in adult individuals. As LOAD pathology has been shown to develop decades before the onset of symptoms, we sought to explore if LA has similar or different effect in mitotic cells, and whether the APOE3 genotype modulates the effect of the LA. To answer this question, we generated APOEε3/3 and APOEε4/4 isogenic induced Pluripotent Stem Cells (iPSCs) lines from individuals with either European LA or African LA. Method: PBMCs were derived from APOEε4/4 carrying individuals with either African or European APOE LA. To generate APOE isogenic lines, we formed a ribonucleoprotein (RNP) complex using a previously published APOE sgRNA (Lin et al. 2018) and performed nucleofection using the 4D‐Nucleofector system (Lonza). Homozygous APOEε3/3 edited and APOEε4/4 unedited isogenic clones were selected, and confirmed to lack unwanted off‐target editing. Isogenic clone pluripotency was confirmed by immunocytochemistry (SOX2, NANOG and OCT4a staining). APOE expression in the isogenic clones was tested by quantitative Real‐Time PCR and significance was calculated by Student's T‐test. Result: Isogenic clones were similar in their pluripotency and growth characteristics. Preliminary APOE expression in the iPSC line carrying the African LA was higher (p = 0.0002) in each of the individual APOEε3/3 KI clones (n = 3) compared to each of the individual unedited APOEε4/4 clones (n = 2), showing consistency within each isogenic group. In contrast, the APOE expression in the iPSC line carrying the European LA was not significant in the APOEε3/3 KI clones (n = 2) compared to the parental line. Conclusion: Our data suggests that differences in local ancestry has a direct effect on the expression of APOE isoforms in iPSCs. This finding supports previous reports in frontal cortex suggesting that the regulation of APOE expression differs depending on ancestry. [ABSTRACT FROM AUTHOR]
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- 2023
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47. APOE genotype vs Local ancestry: what contributes the most to Alzheimer's disease risk?
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Moura, Sofia, Celis, Katrina, Muniz, Maria, Rajabli, Farid, Rivero, Joe, Hamilton‐Nelson, Kara L., Whitehead, Patrice, Gearing, Marla, Bennett, David A. A, Flanagan, Margaret E, Weintraub, Sandra, Geula, Changiz, Scott, William K., Schuck, Theresa, Jin, Fulai, Dykxhoorn, Derek M., Pericak‐Vance, Margaret A., Griswold, Anthony J., Young, Juan I., and Vance, Jeffery M.
- Abstract
Background: The APOEε4 confers the highest genetic risk factor for Alzheimer's disease (AD). Specifically, Non‐Hispanic Whites (NHW) are more susceptible to developing AD than African American (AA) individuals (OR∼15 vs 8, respectively). Local ancestry (LA) surrounding the APOE region has been implicated in this risk difference, with APOEε4 carriers of European LA (ELA) having increased chromatin accessibility and higher APOEε4 expression than individuals of African LA (ALA). In contrast, carriers of APOEε3, the most common allele, are not predisposed to AD. We here sought to investigate whether this differential accessibility and gene expression are solely due to APOE LA or whether the APOE genotype also contributes to the different disease risk. Method: We screened 94 brains from individuals self‐identified as either AA or NHW of which we identified a total of 22 AD autopsy samples (18 with ELA and 4 with ALA) by GSA, all homozygous for LA and APOEε3. We performed single nuclei ATAC‐seq and single nuclei RNA sequencing (snRNA‐seq) using frozen frontal cortex using the 10x Genomics. Result: To date, we have performed snRNA‐seq in a total of 16,099 nuclei for four brains (2 ELA and 2 ALA). We identified 27 distinct cell clusters at a resolution of 0.6. The proportion of cells per cluster between ELA and ALA samples was similar for all clusters, except for 8 clusters (primarily neurons) which had a greater than 2‐fold difference in ELA. Preliminary results show that APOEε3 carriers with ELA have a significantly higher APOE expression in astrocytes (cluster 11) than those of ALA similar to previous reports in APOEε4 carriers (Griswold, A. et al, (2021)). Interestingly, we also observed an increase in APOE expression in ALA for one oligodendrocyte cluster and four neuronal clusters (inhibitory and excitatory neurons) independent of those mentioned above. Conclusion: We report novel insights on the effect of APOE LA and genotype and its contributions to Alzheimer's disease risk. Specifically, as APOEε3 allele expression follows a similar pattern of overexpression in ELA vs ALA as observed for APOEε4 carriers, our data support that LA and not allele status contribute to the differential APOE expression observed among different ancestral populations. [ABSTRACT FROM AUTHOR]
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- 2023
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48. Deciphering the Genomic Regulatory Architecture of iPSC Derived Oligodendrocytes from Diverse Ancestries for Alzheimer's Disease Studies.
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Ramirez, Aura M, Shepherd, Jihanne J, Coombs, Lauren, Simon, Shaina A., Moura, Sofia, Rajabli, Farid, DeRosa, Brooke A., Muniz, Maria, Whitehead, Patrice, Adams, Larry D., Mena, Pedro R., Illanes‐Manrique, Maryenela Z, Starks, Takiyah D., Tejada, Sergio J., Byrd, Goldie S., Cornejo‐Olivas, Mario, Feliciano‐Astacio, Briseida E., Rissman, Robert A, Wang, Liyong, and Xu, Wanying
- Abstract
Background: The effect of variants associated with Alzheimer's disease (AD) can be influenced by ancestry, which determines the genomic regulatory architecture (GRA). A global understanding of GRA in the context of AD is imperative to interpret the variability associated with AD risk genes across populations. Most studies up to date have focused on studying GRA in European ancestry, in this study we aimed at determining the GRA in African, Amerindian, and European ancestries. Since GRA is cell specific, we developed a human induced pluripotent cells (hiPSC) based model for oligodendrocytes (OLs), a cell type which has limited studies focused on AD. Method: Cells from AD patients or non‐cognitively impaired controls with >90% of either Amerindian, African or European global ancestry were differentiated using a modified multi‐stage protocol that promotes the development and enrichment of oligodendrocytes in neural spheroids. After terminal differentiation, cells were collected and lysed to isolate nuclei for Multiomic profiling of chromatin accessibility and transcriptome using Single Cell ATAC and Single Cell RNA‐seq. Additionally, we examined chromatin interactions using Hi‐C analyses. Result: We identified oligodendrocyte lineage cells at different stages of development ranging from dividing cells with transcriptional profiles consistent with those of oligodendrocyte precursor cells (OPC) to mature myelinating oligodendrocytes. We compared the oligodendrocytes clusters across ancestries, cases versus controls and APOE genotypes to characterize the genomic landmarks and signatures associated with AD related GWAS loci. Astrocytes and neurons were also derived within our 3D spheroids, allowing us to study ancestry‐related cell type specific changes in GRA. Conclusion: Our results provide ancestry‐specific insights into oligodendrocyte chromatin structure and gene regulation in the context of AD. These results offer an integrated view of the GRA of a previously overlooked cell lineage that constitute a large population in the central nervous system and is compromised during AD in terms of abundance and function. This will expand the available functional resources for gene identification studies in African American and Hispanic/Latino studies. [ABSTRACT FROM AUTHOR]
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- 2023
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49. Lower Levels of Education Are Associated with Cognitive Impairment in the Old Order Amish.
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Ramos, Jairo, Chowdhury, Aneesa R., Caywood, Laura J., Prough, Michael, Denise Fuzzell, M., Fuzzell, Sarada, Miskimen, Kristy, Whitehead, Patrice L., Adams, Larry D., Laux, Renee, Song, Yeunjoo, Ogrocki, Paula, Lerner, Alan J., Vance, Jeffery M., Haines, Jonathan L., Scott, William K., Pericak-Vance, Margaret A., and Cuccaro, Michael L.
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AMISH ,COGNITION disorders ,DEMENTIA ,LOGISTIC regression analysis ,EDUCATIONAL attainment ,MINI-Mental State Examination ,RESEARCH funding - Abstract
Background: Lower education has been reported to be associated with dementia. However, many studies have been done in settings where 12 years of formal education is the standard. Formal schooling in the Old Order Amish communities (OOA) ends at 8th grade which, along with their genetic homogeneity, makes it an interesting population to study the effect of education on cognitive impairment.Objective: The objective of this study was to examine the association of education with cognitive function in individuals from the OOA. We hypothesized that small differences in educational attainment at lower levels of formal education were associated with risk for cognitive impairment.Methods: Data of 2,426 individuals from the OOA aged 54-99 were analyzed. The Modified Mini-Mental State Examination (3MS-R) was used to classify participants as CI or normal. Individuals were classified into three education categories: <8, 8, and >8 years of education. To measure the association of education with cognitive status, a logistic regression model was performed adding age and sex as covariates.Results: Our results showed that individuals who attained lowest levels of education (<8 and 8) had a higher probability of becoming cognitvely impaired compared with people attending >8 years (OR = 2.96 and 1.85).Conclusion: Even within a setting of low levels of formal education, small differences in educational attainment can still be associated with the risk of cognitive impairment. Given the homogeneity of the OOA, these results are less likely to be biased by differences in socioeconomic backgrounds. [ABSTRACT FROM AUTHOR]- Published
- 2021
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50. Immune and Inflammatory Pathways Implicated by Whole Blood Transcriptomic Analysis in a Diverse Ancestry Alzheimer's Disease Cohort.
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Griswold, Anthony J., Sivasankaran, Sathesh K., Van Booven, Derek, Gardner, Olivia K., Rajabli, Farid, Whitehead, Patrice L., Hamilton-Nelson, Kara L., Adams, Larry D., Scott, Aja M., Hofmann, Natalia K., Vance, Jeffery M., Cuccaro, Michael L., Bush, William S., Martin, Eden R., Byrd, Goldie S., Haines, Jonathan L., Pericak-Vance, Margaret A., and Beecham, Gary W.
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BLOOD testing ,ALZHEIMER'S disease ,APOLIPOPROTEIN E4 ,NUCLEOTIDE sequence ,GENEALOGY ,GENE expression profiling ,BRAIN metabolism ,BIOCHEMISTRY ,SEQUENCE analysis ,CASE-control method ,PHENOMENOLOGY ,CELLULAR signal transduction ,RESEARCH funding - Abstract
Background: Significant work has identified genetic variants conferring risk and protection for Alzheimer's disease (AD), but functional effects of these variants is lacking, particularly in under-represented ancestral populations. Expression studies performed in easily accessible tissue, such as whole blood, can recapitulate some transcriptional changes occurring in brain and help to identify mechanisms underlying neurodegenerative processes.Objective: We aimed to identify transcriptional differences between AD cases and controls in a cohort of diverse ancestry.Methods: We analyzed the protein coding transcriptome using RNA sequencing from peripheral blood collected from 234 African American (AA) (115 AD, 119 controls) and 240 non-Hispanic Whites (NHW) (121 AD, 119 controls). To identify case-control differentially expressed genes and pathways, we performed stratified, joint, and interaction analyses using linear regression models within and across ancestral groups followed by pathway and gene set enrichment analyses.Results: Overall, we identified 418 (291 upregulated, 127 downregulated) and 488 genes (352 upregulated, 136 downregulated) differentially expressed in the AA and NHW datasets, respectively, with only 16 genes commonly differentially expressed in both ancestral groups. Joint analyses provided greater power to detect case-control differences and identified 1,102 differentially expressed genes between cases and controls (812 upregulated, 290 downregulated). Interaction analysis identified only 27 genes with different effects in AA compared to NHW. Pathway and gene-set enrichment analyses revealed differences in immune response-related pathways that were enriched across the analyses despite different underlying gene sets.Conclusion: These results support the hypothesis of converging underlying pathophysiological processes in AD across ancestral groups. [ABSTRACT FROM AUTHOR]- Published
- 2020
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