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1.
Am J Hum Genet ; 109(5): 783-801, 2022 05 05.
Article in English | MEDLINE | ID: mdl-35334221

ABSTRACT

Integrative analysis of genome-wide association studies (GWASs) and gene expression studies in the form of a transcriptome-wide association study (TWAS) has the potential to better elucidate the molecular mechanisms underlying disease etiology. Here we present a method, METRO, that can leverage gene expression data collected from multiple genetic ancestries to enhance TWASs. METRO incorporates expression prediction models constructed in different genetic ancestries through a likelihood-based inference framework, producing calibrated p values with substantially improved TWAS power. We illustrate the benefits of METRO in both simulations and applications to seven complex traits and diseases obtained from four GWASs. These GWASs include two of primarily European ancestry (n = 188,577 and 339,226) and two of primarily African ancestry (n = 42,752 and 23,827). In the real data applications, we leverage gene expression data measured on 1,032 African Americans and 801 European Americans from the Genetic Epidemiology Network of Arteriopathy (GENOA) study to identify a substantially larger number of gene-trait associations as compared to existing TWAS approaches. The benefits of METRO are most prominent in applications to GWASs of African ancestry where the sample size is much smaller than GWASs of European ancestry and where a more powerful TWAS method is crucial. Among the identified associations are high-density lipoprotein-associated genes including PLTP and PPARG that are critical for maintaining lipid homeostasis and the type II diabetes-associated gene MAPT that supports microtubule-associated protein tau as a key component underlying impaired insulin secretion.


Subject(s)
Diabetes Mellitus, Type 2 , Genome-Wide Association Study , Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study/methods , Humans , Likelihood Functions , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Transcriptome/genetics
2.
Omega (Westport) ; : 302228241237557, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38429236

ABSTRACT

Although bereavement is an experience emerging adults of every culture go through, there is limited cross-cultural research on coping following bereavement. Therefore, this study aimed to explore similarities and differences between European American and Japanese emerging adults regarding their experiences with coping strategies following a death, with consideration of cultural rituals related to bereavement. Open-ended 30- to 50-min virtual interviews were conducted among 7 European American and 7 Japanese adults between the ages of 20-30 years old. Through qualitative analysis researchers found that for both cultures, reported characteristics of coping strategies typically aligned with conceptions of emotion engagement and emotion disengagement coping, as defined in Tobin's Coping Strategies Inventory (2001). Both cultures reported similar coping strategies, although European Americans reported a greater variety of activities within the coping categories. Some coping behaviors could not be categorized under either coping strategy, implying a need for more research and conceptual refinement.

3.
Am J Hum Genet ; 106(4): 496-512, 2020 04 02.
Article in English | MEDLINE | ID: mdl-32220292

ABSTRACT

Most existing expression quantitative trait locus (eQTL) mapping studies have been focused on individuals of European ancestry and are underrepresented in other populations including populations with African ancestry. Lack of large-scale well-powered eQTL mapping studies in populations with African ancestry can both impede the dissemination of eQTL mapping results that would otherwise benefit individuals with African ancestry and hinder the comparable analysis for understanding how gene regulation is shaped through evolution. We fill this critical knowledge gap by performing a large-scale in-depth eQTL mapping study on 1,032 African Americans (AA) and 801 European Americans (EA) in the GENOA cohort. We identified a total of 354,931 eSNPs in AA and 371,309 eSNPs in EA, with 112,316 eSNPs overlapped between the two. We found that eQTL harboring genes (eGenes) are enriched in metabolic pathways and tend to have higher SNP heritability compared to non-eGenes. We found that eGenes that are common in the two populations tend to be less conserved than eGenes that are unique to one population, which are less conserved than non-eGenes. Through conditional analysis, we found that eGenes in AA tend to harbor more independent eQTLs than eGenes in EA, suggesting potentially diverse genetic architecture underlying expression variation in the two populations. Finally, the large sample sizes in GENOA allow us to construct accurate expression prediction models in both AA and EA, facilitating powerful transcriptome-wide association studies. Overall, our results represent an important step toward revealing the genetic architecture underlying expression variation in African Americans.


Subject(s)
Black or African American/genetics , Gene Expression Regulation/genetics , Quantitative Trait Loci/genetics , White People/genetics , Chromosome Mapping/methods , Cohort Studies , Female , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/methods , Humans , Male , Polymorphism, Single Nucleotide/genetics , Transcriptome/genetics
4.
J Thromb Thrombolysis ; 51(2): 249-259, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33159252

ABSTRACT

Platelet gene polymorphisms are associated with variable on-treatment platelet reactivity and vary by race. Whether differences in platelet reactivity and aspirin or ticagrelor exist between African-American and European-Americans remains poorly understood. Biological samples from three prior prospective antiplatelet challenge studies at the Duke Clinical Research Unit were used to compare platelet reactivity between African-American and European-American subjects. Platelet reactivity at baseline, on-aspirin, on-ticagrelor, and the treatment effect of aspirin or ticagrelor were compared between groups using an adjusted mixed effects model. Compared with European-Americans (n = 282; 50% female; mean ± standard deviation age, 50 ± 16), African-Americans (n = 209; 67% female; age 48 ± 12) had lower baseline platelet reactivity with platelet function analyzer-100 (PFA-100) (p < 0.01) and with light transmission aggregometry (LTA) in response to arachidonic acid (AA), adenosine diphosphate (ADP), and epinephrine agonists (p < 0.05). African-Americans had lower platelet reactivity on aspirin in response to ADP, epinephrine, and collagen (p < 0.05) and on ticagrelor in response to AA, ADP, and collagen (p < 0.05). The treatment effect of aspirin was greater in European-Americans with an AA agonist (p = 0.002). Between-race differences with in vitro aspirin mirrored those seen in vivo. The treatment effect of ticagrelor was greater in European-Americans in response to ADP (p < 0.05) but with collagen, the treatment effect was greater for African-Americans (p < 0.05). Platelet reactivity was overall lower in African-Americans off-treatment, on aspirin, and on ticagrelor. European-Americans experienced greater platelet suppression on aspirin and on ticagrelor. The aspirin response difference in vivo and in vitro suggests a mechanism intrinsic to the platelet. Whether the absolute level of platelet reactivity or the degree of platelet suppression after treatment is more important for clinical outcomes is uncertain.


Subject(s)
Aspirin/pharmacology , Blood Platelets/drug effects , Platelet Aggregation Inhibitors/pharmacology , Platelet Aggregation/drug effects , Ticagrelor/pharmacology , Adult , Black or African American , Aged , Dose-Response Relationship, Drug , Female , Humans , Male , Middle Aged , Platelet Function Tests , White People
5.
Cancer Causes Control ; 31(9): 795-800, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32524509

ABSTRACT

Breast cancer is a commonly diagnosed malignancy and the second leading cause of cancer-related death among American women today. The literature suggests that African American Women (AAW) are more likely to die from the disease each year compared to their White counterparts. A biological basis for this disparity exists-early age of onset, more advanced stage of the disease, more aggressive histological changes, and worse survival. Even though mechanisms underlying these disparities are poorly understood, recent studies suggest that the poorer breast cancer outcome observed in AAW may, in part, result from underlying molecular factors. The present review was undertaken to investigate if AAW do, in fact, develop a more aggressive form of breast cancer compared to other racial groups based on molecular level differences and social determinants. This review also addresses health policy changes that may be implemented to aid in eliminating this disparity.


Subject(s)
Black or African American , Breast Neoplasms/ethnology , Health Policy , Black or African American/genetics , Black or African American/statistics & numerical data , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Female , Healthcare Disparities , Humans , Sociological Factors , United States/epidemiology , White People/genetics , White People/statistics & numerical data
6.
J Allergy Clin Immunol ; 143(1): 1-11, 2019 01.
Article in English | MEDLINE | ID: mdl-30612663

ABSTRACT

Recent research advancements indicate that atopic dermatitis (AD) is a complex disease characterized by different subtypes/phenotypes based on age, disease chronicity, ethnicity, filaggrin and IgE status, and underlying molecular mechanisms/endotypes. This heterogeneity advocates against the traditional "one-size-fits-all" therapeutic approaches still used to manage AD. Precision medicine approaches, striving for targeted, tailored, endotype-driven disease prevention and treatment, rely on detailed definitions of the disease's variability across different phenotypes. Studies have shown that AD harbors different endotypes across different age groups and ethnicities and according to IgE levels and filaggrin mutation status. These include European American versus Asian patients, children versus adults, intrinsic versus extrinsic (IgE status) disease, and patients with and without filaggrin mutations. Therapies targeting different cytokine axes and other mechanisms involved in disease pathogenesis, which are currently being tested for patients with AD across the disease spectrum, will expand our ability to dissect the relative contribution of each of these pathways to disease perpetuation.


Subject(s)
Cytokines , Dermatitis, Atopic , Immunoglobulin E , Intermediate Filament Proteins , Mutation , Precision Medicine , Adolescent , Adult , Age Factors , Child , Child, Preschool , Cytokines/genetics , Cytokines/immunology , Dermatitis, Atopic/classification , Dermatitis, Atopic/ethnology , Dermatitis, Atopic/genetics , Dermatitis, Atopic/therapy , Female , Filaggrin Proteins , Humans , Immunoglobulin E/genetics , Immunoglobulin E/immunology , Infant , Infant, Newborn , Intermediate Filament Proteins/genetics , Intermediate Filament Proteins/immunology , Male
7.
Subst Use Misuse ; 52(1): 34-38, 2017 01 02.
Article in English | MEDLINE | ID: mdl-27680287

ABSTRACT

BACKGROUND: There is a large body of literature regarding the need for culturally-informed practice with non-white populations in substance abuse treatment. Virtually nothing, however, has been written regarding the needs of white clients when they represent a small minority in treatment programs. OBJECTIVES: The primary purpose of this study is to compare perceptions of treatment and completion rates between white and nonwhite clients in a substance abuse treatment program where white clients represent a small minority. METHODS: In New York City in 2009/2010, at a short-term inpatient program where white clients represented 12% of the population, 611 clients completed surveys that included scales measuring satisfaction, therapeutic alliance, social cohesion, and connection to the program. White and non-white clients were compared regarding results of these scales as well as program completion rates. Furthermore, demographic/background characteristics of the white and nonwhite clients obtained from the surveys were compared. RESULTS: White clients reported lower levels of connection to the treatment program than non-white clients at levels that were statistically significant. However, there were no statistically significant differences between them for the other scales and program completion rates. Although white clients reported greater frequency and number of substances used, they were far less likely to have had felony convictions. CONCLUSIONS: Although differences were not extreme, there was evidence that greater sensitivity to the needs of white clients in programs in which they are in the minority is needed. Furthermore, this study demonstrates racial disparities in criminal justice involvement between white and non-white substance users.


Subject(s)
Cultural Competency , Culturally Competent Care , Patient Satisfaction , Perception , Substance-Related Disorders/therapy , White People/psychology , Humans , Minority Groups , Professional-Patient Relations , Substance-Related Disorders/psychology , Surveys and Questionnaires
8.
J Allergy Clin Immunol ; 136(5): 1254-64, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26428954

ABSTRACT

BACKGROUND: Atopic dermatitis (AD) shows very high prevalence in Asia, with a large unmet need for effective therapeutics. Direct comparisons between European American (EA) and Asian patients with AD are unavailable, but earlier blood studies detected increased IL-17(+)-producing cell counts in Asian patients with AD. OBJECTIVE: We sought to characterize the Asian AD skin phenotype and compare it with the EA AD skin phenotype. METHODS: We performed genomic profiling (real-time PCR) and immunohistochemistry on lesional and nonlesional biopsy specimens from 52 patients with AD (25 EAs and 27 Asians), 10 patients with psoriasis (all EAs), and 27 healthy subjects (12 EAs and 15 Asians). RESULTS: Although disease severity/SCORAD scores were similar between the AD groups (58.0 vs 56.7, P = .77), greater acanthosis, higher Ki67 counts, and frequent parakeratosis were characteristics of lesional epidermis from Asian patients with AD (P < .05). Most (24/27) Asian patients had high IgE levels. A principal component analysis using real-time PCR data clustered the Asian AD phenotype between the EA AD and psoriasis phenotypes. TH2 skewing characterized both Asian and EA patients with AD but not patients with psoriasis. Significantly higher TH17 and TH22 (IL17A, IL19, and S100A12 in lesional and IL-22 in nonlesional skin; P < .05) and lower TH1/interferon (CXCL9, CXCL10, MX1, and IFNG in nonlesional skin; P < .05) gene induction typified AD skin in Asian patients. CONCLUSION: The Asian AD phenotype presents (even in the presence of increased IgE levels) a blended phenotype between that of EA patients with AD and those with psoriasis, including increased hyperplasia, parakeratosis, higher TH17 activation, and a strong TH2 component. The relative pathogenic contributions of the TH17 and TH2 axes in creating the Asian AD phenotype need to be tested in future clinical trials with appropriate targeted therapeutics.


Subject(s)
Dermatitis, Atopic/ethnology , Dermatitis, Atopic/immunology , Psoriasis/ethnology , Psoriasis/immunology , Th17 Cells/immunology , Adolescent , Adult , Aged , Asian People , Cell Differentiation , Cytokines/metabolism , Disease Progression , Female , Gene Expression Profiling , Humans , Immunoglobulin E/blood , Male , Middle Aged , Phenotype , Principal Component Analysis , Skin/immunology , Skin/pathology , Th2 Cells/immunology , White People , Young Adult
9.
Int J Cancer ; 137(3): 666-77, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-25598430

ABSTRACT

Folate-mediated one-carbon metabolism plays critical roles in DNA synthesis, repair and DNA methylation. The impact of single nucleotide polymorphisms (SNPs) in folate-metabolizing enzymes has been investigated in risk of breast cancer among European or Asian populations, but not among women of African ancestry. We conducted a comprehensive analysis of SNPs in eleven genes involved in one-carbon metabolism and risk of breast cancer in 1,275 European-American (EA) and 1,299 African-American (AA) women who participated in the Women's Circle of Health Study. Allele frequencies varied significantly between EA and AA populations. A number of these SNPs, specifically in genes including MTR, MTRR, SHMT1, TYMS and SLC19A1, were associated with overall breast cancer risk, as well as risk by estrogen receptor (ER) status, in either EA or AA women. Associations appeared to be modified by dietary folate intake. Although single-SNP associations were not statistically significant after correcting for multiple comparisons, polygenetic score analyses revealed significant associations with breast cancer risk. Per unit increase of the risk score was associated with a modest 19 to 50% increase in risk of breast cancer overall, ER positive or ER negative cancer (all p < 0.0005) in EAs or AAs. In summary, our data suggest that one-carbon metabolizing gene polymorphisms could play a role in breast cancer and that may differ between EA and AA women.


Subject(s)
Black People/genetics , Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Genetic Predisposition to Disease , Genetic Variation , Adult , Alleles , Breast Neoplasms/enzymology , Case-Control Studies , Diet , Europe/epidemiology , Female , Folic Acid/metabolism , Gene Frequency , Genotype , Humans , Middle Aged , Multifactorial Inheritance , Odds Ratio , Polymorphism, Single Nucleotide , Population Surveillance , Receptors, Estrogen/genetics , Risk , Risk Factors , United States/epidemiology
10.
Alcohol Clin Exp Res ; 39(7): 1137-47, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26036284

ABSTRACT

BACKGROUND: We conducted a genomewide association study (GWAS) for maximum number of alcoholic drinks consumed in a 24-hour period ("MaxDrinks"), in 2 independent samples comprised of over 9,500 subjects, following up on our GWAS for alcohol dependence (AD) in European Americans (EAs) and African Americans (AAs). METHODS: The samples included our GWAS samples (Yale-UPenn) recruited for studies of the genetics of drug or AD, and a publicly available sample: the Study of Addiction: Genetics and Environment (SAGE). Genomewide association analysis was performed for ~890,000 single nucleotide polymorphisms (SNPs) using linear association random effects models. EAs and AAs were separately analyzed. RESULTS: The results confirmed significant associations of the well-known functional loci at ADH1B with MaxDrinks in EAs (rs1229984 Arg48His p = 5.96 × 10(-15) ) and AAs (rs2066702 Arg370Cys, p = 2.50 × 10(-10) ). The region of significant association on chromosome 4 was extended to LOC100507053 in AAs but not EAs. We also identified potentially novel significant common SNPs for MaxDrinks in EAs in the Yale-UPenn sample: rs1799876 at SERPINC1 on chromosome 1 (4.00 × 10(-8) ) and rs2309169 close to ANKRD36 on chromosome 2 (p = 5.58 × 10(-9) ). After adjusting for the peak SNP rs1229984 on ADH1B, rs1799876 was nearly significant (p = 1.99 × 10(-7) ) and rs2309169 remained highly significant (2.12 × 10(-9) ). CONCLUSIONS: The results provide further support that ADH1B modulates alcohol consumption. Future replications of potential novel loci are warranted. This is the largest MaxDrinks GWAS to date, the first in AAs.


Subject(s)
Alcohol Dehydrogenase/genetics , Alcohol Drinking/genetics , Black or African American/statistics & numerical data , Genome-Wide Association Study , White People/statistics & numerical data , Alcohol Drinking/ethnology , Humans
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