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1.
Hum Mol Genet ; 2024 Sep 26.
Article in English | MEDLINE | ID: mdl-39324238

ABSTRACT

PURPOSE: In genome-wide association studies (GWAS), X chromosome (ChrX) variants are often not investigated. Sex-specific effects and ChrX-specific quality control (QC) are needed to examine these effects. Previous GWAS identified 52 autosomal variants associated with age-related macular degeneration (AMD) via the International AMD Genomics Consortium (IAMDGC), but did not analyze ChrX. Therefore¸ our goal was to investigate ChrX variants for association with AMD. METHODS: We genotyped 29 629 non-Hispanic White (NHW) individuals (M/F:10404/18865; AMD12,087/14723) via a custom chip and imputed after ChrX-specific QC (XWAS 3.0) using the Michigan Imputation Server. Imputation generated 1 221 623 variants on ChrX. Age, informative PCs, and subphenotypes were covariates for logistic association analyses with Fisher's correction. Gene/pathway analyses were performed with VEGAS, GSEASNP, ICSNPathway, DAVID, and mirPath. RESULTS: Logistic association on NHW individuals with sex correction identified variants in/near the genes SLITRK4, ARHGAP6, FGF13 and DMD associated with AMD (P < 1 × 10-6,Fisher's combined-corrected). Association testing of the subphenotypes of choroidal neovascularization and geographic atrophy (GA), identified variants in DMD associated with GA (P < 1 × 10-6, Fisher's combined-corrected). Via gene-based analysis with VEGAS, several genes were associated with AMD (P < 0.05, both truncated tail strength/truncated product P) including SLITRK4 and BHLHB9. Pathway analysis using GSEASNP and DAVID identified genes associated with nervous system development (FDR: P:0.02), and blood coagulation (FDR: P:0.03). Variants in the region of a microRNA (miR) were associated with AMD (P < 0.05, truncated tail strength/truncated product P). Via DIANA mirPath analysis, downstream targets of miRs showed association with brain disorders and fatty acid elongation (P < 0.05). A long noncoding RNA on ChrX near the DMD locus was also associated with AMD (P = 4 × 10-7). Epistatic analysis (t-statistic) for a quantitative trait of AMD vs control including covariates found a suggestive association in the XG gene (P = 2 × 10^-5). CONCLUSIONS: Analysis of ChrX variation identifies several potential new locifor AMD risk and these variants nominate novel AMD pathways. Further analysis is needed to refine these results and to understand their biological significance and relationship with AMD development in worldwide populations.

2.
J Am Soc Nephrol ; 34(4): 607-618, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36302597

ABSTRACT

SIGNIFICANCE STATEMENT: Pathogenic structural genetic variants, also known as genomic disorders, have been associated with pediatric CKD. This study extends those results across the lifespan, with genomic disorders enriched in both pediatric and adult patients compared with controls. In the Chronic Renal Insufficiency Cohort study, genomic disorders were also associated with lower serum Mg, lower educational performance, and a higher risk of death. A phenome-wide association study confirmed the link between kidney disease and genomic disorders in an unbiased way. Systematic detection of genomic disorders can provide a molecular diagnosis and refine prediction of risk and prognosis. BACKGROUND: Genomic disorders (GDs) are associated with many comorbid outcomes, including CKD. Identification of GDs has diagnostic utility. METHODS: We examined the prevalence of GDs among participants in the Chronic Kidney Disease in Children (CKiD) cohort II ( n =248), Chronic Renal Insufficiency Cohort (CRIC) study ( n =3375), Columbia University CKD Biobank (CU-CKD; n =1986), and the Family Investigation of Nephropathy and Diabetes (FIND; n =1318) compared with 30,746 controls. We also performed a phenome-wide association analysis (PheWAS) of GDs in the electronic MEdical Records and GEnomics (eMERGE; n =11,146) cohort. RESULTS: We found nine out of 248 (3.6%) CKiD II participants carried a GD, replicating prior findings in pediatric CKD. We also identified GDs in 72 out of 6679 (1.1%) adult patients with CKD in the CRIC, CU-CKD, and FIND cohorts, compared with 199 out of 30,746 (0.65%) GDs in controls (OR, 1.7; 95% CI, 1.3 to 2.2). Among adults with CKD, we found recurrent GDs at the 1q21.1, 16p11.2, 17q12, and 22q11.2 loci. The 17q12 GD (diagnostic of renal cyst and diabetes syndrome) was most frequent, present in 1:252 patients with CKD and diabetes. In the PheWAS, dialysis and neuropsychiatric phenotypes were the top associations with GDs. In CRIC participants, GDs were associated with lower serum magnesium, lower educational achievement, and higher mortality risk. CONCLUSION: Undiagnosed GDs are detected both in children and adults with CKD. Identification of GDs in these patients can enable a precise genetic diagnosis, inform prognosis, and help stratify risk in clinical studies. GDs could also provide a molecular explanation for nephropathy and comorbidities, such as poorer neurocognition for a subset of patients.


Subject(s)
Longevity , Renal Insufficiency, Chronic , Humans , Cohort Studies , Prospective Studies , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/genetics , Renal Insufficiency, Chronic/complications , Genomics , Disease Progression , Risk Factors
3.
PLoS Genet ; 16(4): e1008728, 2020 04.
Article in English | MEDLINE | ID: mdl-32352966

ABSTRACT

Genetic studies of both the human host and Mycobacterium tuberculosis (MTB) demonstrate independent association with tuberculosis (TB) risk. However, neither explains a large portion of disease risk or severity. Based on studies in other infectious diseases and animal models of TB, we hypothesized that the genomes of the two interact to modulate risk of developing active TB or increasing the severity of disease, when present. We examined this hypothesis in our TB household contact study in Kampala, Uganda, in which there were 3 MTB lineages of which L4-Ugandan (L4.6) is the most recent. TB severity, measured using the Bandim TBscore, was modeled as a function of host SNP genotype, MTB lineage, and their interaction, within two independent cohorts of TB cases, N = 113 and 121. No association was found between lineage and severity, but association between multiple polymorphisms in IL12B and TBscore was replicated in two independent cohorts (most significant rs3212227, combined p = 0.0006), supporting previous associations of IL12B with TB susceptibility. We also observed significant interaction between a single nucleotide polymorphism (SNP) in SLC11A1 and the L4-Ugandan lineage in both cohorts (rs17235409, meta p = 0.0002). Interestingly, the presence of the L4-Uganda lineage in the presence of the ancestral human allele associated with more severe disease. These findings demonstrate that IL12B is associated with severity of TB in addition to susceptibility, and that the association between TB severity and human genetics can be due to an interaction between genes in the two species, consistent with host-pathogen coevolution in TB.


Subject(s)
Biological Coevolution , Mycobacterium tuberculosis/genetics , Polymorphism, Single Nucleotide , Tuberculosis/genetics , Adolescent , Adult , Aged , Cation Transport Proteins/genetics , Evolution, Molecular , Female , Genome, Bacterial , Host-Pathogen Interactions , Humans , Interleukin-12 Subunit p40/genetics , Male , Middle Aged , Mycobacterium tuberculosis/pathogenicity , Tuberculosis/microbiology , Tuberculosis/pathology
4.
Proc Natl Acad Sci U S A ; 117(4): 2187-2193, 2020 01 28.
Article in English | MEDLINE | ID: mdl-31932420

ABSTRACT

Asthma resistance to glucocorticoid treatment is a major health problem with unclear etiology. Glucocorticoids inhibit adrenal androgen production. However, androgens have potential benefits in asthma. HSD3B1 encodes for 3ß-hydroxysteroid dehydrogenase-1 (3ß-HSD1), which catalyzes peripheral conversion from adrenal dehydroepiandrosterone (DHEA) to potent androgens and has a germline missense-encoding polymorphism. The adrenal restrictive HSD3B1(1245A) allele limits conversion, whereas the adrenal permissive HSD3B1(1245C) allele increases DHEA metabolism to potent androgens. In the Severe Asthma Research Program (SARP) III cohort, we determined the association between DHEA-sulfate and percentage predicted forced expiratory volume in 1 s (FEV1PP). HSD3B1(1245) genotypes were assessed, and association between adrenal restrictive and adrenal permissive alleles and FEV1PP in patients with (GC) and without (noGC) daily oral glucocorticoid treatment was determined (n = 318). Validation was performed in a second cohort (SARP I&II; n = 184). DHEA-sulfate is associated with FEV1PP and is suppressed with GC treatment. GC patients homozygous for the adrenal restrictive genotype have lower FEV1PP compared with noGC patients (54.3% vs. 75.1%; P < 0.001). In patients with the homozygous adrenal permissive genotype, there was no FEV1PP difference in GC vs. noGC patients (73.4% vs. 78.9%; P = 0.39). Results were independently confirmed: FEV1PP for homozygous adrenal restrictive genotype in GC vs. noGC is 49.8 vs. 63.4 (P < 0.001), and for homozygous adrenal permissive genotype, it is 66.7 vs. 67.7 (P = 0.92). The adrenal restrictive HSD3B1(1245) genotype is associated with GC resistance. This effect appears to be driven by GC suppression of 3ß-HSD1 substrate. Our results suggest opportunities for prediction of GC resistance and pharmacologic intervention.


Subject(s)
Asthma/drug therapy , Asthma/enzymology , Glucocorticoids/administration & dosage , Multienzyme Complexes/genetics , Progesterone Reductase/genetics , Steroid Isomerases/genetics , Adult , Aged , Alleles , Androgens/metabolism , Asthma/genetics , Asthma/metabolism , Cohort Studies , Drug Resistance , Female , Genotype , Humans , Male , Middle Aged , Multienzyme Complexes/metabolism , Progesterone Reductase/metabolism , Steroid Isomerases/metabolism , Young Adult
5.
J Infect Dis ; 224(4): 695-704, 2021 08 16.
Article in English | MEDLINE | ID: mdl-33400784

ABSTRACT

BACKGROUND: Tuberculosis (TB) is the most deadly infectious disease globally and is highly prevalent in the developing world. For individuals infected with both Mycobacterium tuberculosis (Mtb) and human immunodeficiency virus (HIV), the risk of active TB is 10% or more annually. Previously, we identified in a genome-wide association study (GWAS) a region on chromosome 5 associated with resistance to TB, which included epigenetic marks that could influence gene regulation. We hypothesized that HIV-infected individuals exposed to Mtb who remain disease free carry epigenetic changes that strongly protect them from active TB. METHODS: We conducted a methylome-wide study in HIV-infected, TB-exposed cohorts from Uganda and Tanzania and integrated data from our GWAS. RESULTS: We identified 3 regions of interest that included markers that were differentially methylated between TB cases and controls with latent TB infection: chromosome 1 (RNF220, P = 4 × 10-5), chromosome 2 (between COPS8 and COL6A3, P = 2.7 × 10-5), and chromosome 5 (CEP72, P = 1.3 × 10-5). These methylation results co-localized with associated single-nucleotide polymorphisms (SNPs), methylation QTLs, and methylation × SNP interaction effects. These markers were in regions with regulatory markers for cells involved in TB immunity and/or lung. CONCLUSIONS: Epigenetic regulation is a potential biologic factor underlying resistance to TB in immunocompromised individuals that can act in conjunction with genetic variants.


Subject(s)
Disease Resistance/genetics , Epigenesis, Genetic , Epigenome , HIV Infections , Tuberculosis , Biomarkers , Genome-Wide Association Study , HIV , HIV Infections/complications , HIV Infections/genetics , Humans , Tanzania , Tuberculosis/genetics , Uganda
6.
PLoS Genet ; 13(6): e1006710, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28628665

ABSTRACT

One in three people has been infected with Mycobacterium tuberculosis (MTB), and the risk for MTB infection in HIV-infected individuals is even higher. We hypothesized that HIV-positive individuals living in tuberculosis-endemic regions who do not get infected by Mycobacterium tuberculosis are genetically resistant. Using an "experiment of nature" design that proved successful in our previous work, we performed a genome-wide association study of tuberculin skin test positivity using 469 HIV-positive patients from prospective study cohorts of tuberculosis from Tanzania and Uganda to identify genetic loci associated with MTB infection in the context of HIV-infection. Among these individuals, 244 tested were tuberculin skin test (TST) positive either at enrollment or during the >8 year follow up, while 225 were not. We identified a genome-wide significant association between a dominant model of rs877356 and binary TST status in the combined cohort (Odds ratio = 0.2671, p = 1.22x10-8). Association was replicated with similar significance when examining TST induration as a continuous trait. The variant lies in the 5q31.1 region, 57kb downstream from IL9. Two-locus analyses of association of variants near rs877356 showed a haplotype comprised of rs877356 and an IL9 missense variant, rs2069885, had the most significant association (p = 1.59x10-12). We also replicated previously linked loci on chromosomes 2, 5, and 11. IL9 is a cytokine produced by mast cells and TH2 cells during inflammatory responses, providing a possible link between airway inflammation and protection from MTB infection. Our results indicate that studying uninfected, HIV-positive participants with extensive exposure increases the power to detect associations in complex infectious disease.


Subject(s)
Chromosomes, Human, Pair 5/genetics , Genome-Wide Association Study , HIV Infections/genetics , Tuberculosis/genetics , Adult , Endemic Diseases , Female , HIV/genetics , HIV/pathogenicity , HIV Infections/complications , HIV Infections/microbiology , HIV Infections/virology , Haplotypes/genetics , Humans , Male , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/pathogenicity , Skin Tests , Tanzania , Tuberculin Test , Tuberculosis/complications , Tuberculosis/microbiology , Tuberculosis/virology , Uganda
7.
Genes Immun ; 20(6): 473-483, 2019 07.
Article in English | MEDLINE | ID: mdl-30100616

ABSTRACT

Tuberculosis (TB) is a major public health burden worldwide, and more effective treatment is sorely needed. Consequently, uncovering causes of resistance to Mycobacterium tuberculosis (Mtb) infection is of special importance for vaccine design. Resistance to Mtb infection can be defined by a persistently negative tuberculin skin test (PTST-) despite living in close and sustained exposure to an active TB case. While susceptibility to Mtb is, in part, genetically determined, relatively little work has been done to uncover genetic factors underlying resistance to Mtb infection. We examined a region on chromosome 2q previously implicated in our genomewide linkage scan by a targeted, high-density association scan for genetic variants enhancing PTST- in two independent Ugandan TB household cohorts (n = 747 and 471). We found association with SNPs in neighboring genes ZEB2 and GTDC1 (peak meta p = 1.9 × 10-5) supported by both samples. Bioinformatic analysis suggests these variants may affect PTST- by regulating the histone deacetylase (HDAC) pathway, supporting previous results from transcriptomic analyses. An apparent protective effect of PTST- against body-mass wasting suggests a link between resistance to Mtb infection and healthy body composition. Our results provide insight into how humans may escape latent Mtb infection despite heavy exposure.


Subject(s)
Chromosomes, Human, Pair 2/genetics , Glycosyltransferases/genetics , Tuberculosis/genetics , Zinc Finger E-box Binding Homeobox 2/genetics , Adolescent , Body Mass Index , Child , Disease Resistance , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , HIV Infections/complications , Histone Deacetylase 1/metabolism , Humans , Male , Polymorphism, Single Nucleotide , Signal Transduction , Tuberculin Test , Tuberculosis/complications , Tuberculosis/prevention & control , Uganda , Young Adult
8.
Hum Genet ; 138(10): 1171-1182, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31367973

ABSTRACT

Age-related macular degeneration (AMD) is a leading cause of blindness in the world. While dozens of independent genomic variants are associated with AMD, about one-third of AMD heritability is still unexplained. To identify novel variants and loci for AMD, we analyzed Illumina HumanExome chip data from 87 Amish individuals with early or late AMD, 79 unaffected Amish individuals, and 15 related Amish individuals with unknown AMD affection status. We retained 37,428 polymorphic autosomal variants across 175 samples for association and linkage analyses. After correcting for multiple testing (n = 37,428), we identified four variants significantly associated with AMD: rs200437673 (LCN9, p = 1.50 × 10-11), rs151214675 (RTEL1, p = 3.18 × 10-8), rs140250387 (DLGAP1, p = 4.49 × 10-7), and rs115333865 (CGRRF1, p = 1.05 × 10-6). These variants have not been previously associated with AMD and are not in linkage disequilibrium with the 52 known AMD-associated variants reported by the International AMD Genomics Consortium based on physical distance. Genome-wide significant linkage peaks were observed on chromosomes 8q21.11-q21.13 (maximum recessive HLOD = 4.03) and 18q21.2-21.32 (maximum dominant HLOD = 3.87; maximum recessive HLOD = 4.27). These loci do not overlap with loci previously linked to AMD. Through gene ontology enrichment analysis with ClueGO in Cytoscape, we determined that several genes in the 1-HLOD support interval of the chromosome 8 locus are involved in fatty acid binding and triglyceride catabolic processes, and the 1-HLOD support interval of the linkage region on chromosome 18 is enriched in genes that participate in serine-type endopeptidase inhibitor activity and the positive regulation of epithelial to mesenchymal transition. These results nominate novel variants and loci for AMD that require further investigation.


Subject(s)
Amish/genetics , Genetic Predisposition to Disease , Genetic Variation , Macular Degeneration/genetics , Quantitative Trait Loci , Aged , Aged, 80 and over , Alleles , Computational Biology , Female , Gene Frequency , Gene Ontology , Genetic Association Studies , Genetic Linkage , Humans , Indiana , Male , Ohio , Pedigree
9.
Am J Hum Genet ; 98(3): 514-524, 2016 Mar 03.
Article in English | MEDLINE | ID: mdl-26942285

ABSTRACT

Immunosuppression resulting from HIV infection increases the risk of progression to active tuberculosis (TB) both in individuals newly exposed to Mycobacterium tuberculosis (MTB) and in those with latent infections. We hypothesized that HIV-positive individuals who do not develop TB, despite living in areas where it is hyperendemic, provide a model of natural resistance. We performed a genome-wide association study of TB resistance by using 581 HIV-positive Ugandans and Tanzanians enrolled in prospective cohort studies of TB; 267 of these individuals developed active TB, and 314 did not. A common variant, rs4921437 at 5q33.3, was significantly associated with TB (odds ratio = 0.37, p = 2.11 × 10(-8)). This variant lies within a genomic region that includes IL12B and is embedded in an H3K27Ac histone mark. The locus also displays consistent patterns of linkage disequilibrium across African populations and has signals of strong selection in populations from equatorial Africa. Along with prior studies demonstrating that therapy with IL-12 (the cytokine encoded in part by IL12B, associated with longer survival following MTB infection in mice deficient in CD4 T cells), our results suggest that this pathway might be an excellent target for the development of new modalities for treating TB, especially for HIV-positive individuals. Our results also indicate that studying extreme disease resistance in the face of extensive exposure can increase the power to detect associations in complex infectious disease.


Subject(s)
Genetic Loci , Genetic Predisposition to Disease , Interleukin-12 Subunit p40/genetics , Tuberculosis/genetics , Adolescent , Female , Gene Frequency , Genome-Wide Association Study , HIV Infections/microbiology , Humans , Interleukin-12 Subunit p40/metabolism , Linkage Disequilibrium , Logistic Models , Male , Mycobacterium tuberculosis , Prospective Studies , Risk Factors , Tanzania , Tuberculosis/diagnosis , Uganda
10.
Retina ; 39(8): 1540-1550, 2019 Aug.
Article in English | MEDLINE | ID: mdl-29746403

ABSTRACT

PURPOSE: To describe spectral domain optical coherence tomography (SD-OCT) findings in an Amish cohort to assess SD-OCT markers for early age-related macular degeneration (AMD). METHODS: The authors performed a family-based prospective cohort study of 1,146 elderly Amish subjects (age range 50-99 years) (2,292 eyes) who had a family history of at least 1 individual with AMD. All subjects underwent complete ophthalmic examinations, SD-OCT using both Cirrus and Spectralis (20 × 20° scan area) instruments, fundus autofluorescence, infrared imaging, and color fundus photography. Spectral domain optical coherence tomography characteristics were analyzed in subjects with AMD (with and without subretinal drusenoid deposits [SDDs]) and normal healthy cohorts. RESULTS: Participants' mean age was 65.2 years (SD ± 11). Color fundus photographic findings in 596 (53%) subjects (1,009 eyes) were consistent with AMD; the remaining 478 (43%) subjects showed no signs of AMD. The choroid was significantly thinner on OCT (242 ± 76 µm, P < 0.001) in those with AMD compared with those without (263 ± 63 µm). Subretinal drusenoid deposits were found in 143 eyes (7%); 11 of the 143 eyes (8%) had no other manifestations of AMD. Drusen volume (P < 0.001) and area of geographic atrophy (P < 0.001) were significantly greater, and choroid was significantly (P < 0.001) thinner in subjects with SDDs versus those without SDDs. CONCLUSION: The authors describe spectral domain optical coherence tomography characteristics in an elderly Amish population with and without AMD, including the frequency of SDD. Although relatively uncommon in this population, the authors confirmed that SDDs can be found in the absence of other features of AMD and that eyes with SDDs have thinner choroids.


Subject(s)
Amish/genetics , Macular Degeneration/diagnostic imaging , Retinal Drusen/diagnostic imaging , Tomography, Optical Coherence , Aged , Aged, 80 and over , Biomarkers , Female , Humans , Macular Degeneration/genetics , Male , Middle Aged , Observer Variation , Prospective Studies , Reproducibility of Results , Retinal Drusen/genetics
11.
JAMA ; 322(17): 1682-1691, 2019 11 05.
Article in English | MEDLINE | ID: mdl-31688885

ABSTRACT

Importance: Primary open-angle glaucoma presents with increased prevalence and a higher degree of clinical severity in populations of African ancestry compared with European or Asian ancestry. Despite this, individuals of African ancestry remain understudied in genomic research for blinding disorders. Objectives: To perform a genome-wide association study (GWAS) of African ancestry populations and evaluate potential mechanisms of pathogenesis for loci associated with primary open-angle glaucoma. Design, Settings, and Participants: A 2-stage GWAS with a discovery data set of 2320 individuals with primary open-angle glaucoma and 2121 control individuals without primary open-angle glaucoma. The validation stage included an additional 6937 affected individuals and 14 917 unaffected individuals using multicenter clinic- and population-based participant recruitment approaches. Study participants were recruited from Ghana, Nigeria, South Africa, the United States, Tanzania, Britain, Cameroon, Saudi Arabia, Brazil, the Democratic Republic of the Congo, Morocco, Peru, and Mali from 2003 to 2018. Individuals with primary open-angle glaucoma had open iridocorneal angles and displayed glaucomatous optic neuropathy with visual field defects. Elevated intraocular pressure was not included in the case definition. Control individuals had no elevated intraocular pressure and no signs of glaucoma. Exposures: Genetic variants associated with primary open-angle glaucoma. Main Outcomes and Measures: Presence of primary open-angle glaucoma. Genome-wide significance was defined as P < 5 × 10-8 in the discovery stage and in the meta-analysis of combined discovery and validation data. Results: A total of 2320 individuals with primary open-angle glaucoma (mean [interquartile range] age, 64.6 [56-74] years; 1055 [45.5%] women) and 2121 individuals without primary open-angle glaucoma (mean [interquartile range] age, 63.4 [55-71] years; 1025 [48.3%] women) were included in the discovery GWAS. The GWAS discovery meta-analysis demonstrated association of variants at amyloid-ß A4 precursor protein-binding family B member 2 (APBB2; chromosome 4, rs59892895T>C) with primary open-angle glaucoma (odds ratio [OR], 1.32 [95% CI, 1.20-1.46]; P = 2 × 10-8). The association was validated in an analysis of an additional 6937 affected individuals and 14 917 unaffected individuals (OR, 1.15 [95% CI, 1.09-1.21]; P < .001). Each copy of the rs59892895*C risk allele was associated with increased risk of primary open-angle glaucoma when all data were included in a meta-analysis (OR, 1.19 [95% CI, 1.14-1.25]; P = 4 × 10-13). The rs59892895*C risk allele was present at appreciable frequency only in African ancestry populations. In contrast, the rs59892895*C risk allele had a frequency of less than 0.1% in individuals of European or Asian ancestry. Conclusions and Relevance: In this genome-wide association study, variants at the APBB2 locus demonstrated differential association with primary open-angle glaucoma by ancestry. If validated in additional populations this finding may have implications for risk assessment and therapeutic strategies.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Black People/genetics , Genome-Wide Association Study , Glaucoma, Open-Angle/ethnology , Glaucoma, Open-Angle/genetics , Polymorphism, Single Nucleotide , Aged , Amyloid beta-Peptides/genetics , Case-Control Studies , Female , Genetic Predisposition to Disease , Genotype , Humans , Immunohistochemistry , Male , Meta-Analysis as Topic , Middle Aged , Risk Factors
12.
PLoS Genet ; 10(8): e1004517, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25102180

ABSTRACT

Type 2 diabetes (T2D) is more prevalent in African Americans than in Europeans. However, little is known about the genetic risk in African Americans despite the recent identification of more than 70 T2D loci primarily by genome-wide association studies (GWAS) in individuals of European ancestry. In order to investigate the genetic architecture of T2D in African Americans, the MEta-analysis of type 2 DIabetes in African Americans (MEDIA) Consortium examined 17 GWAS on T2D comprising 8,284 cases and 15,543 controls in African Americans in stage 1 analysis. Single nucleotide polymorphisms (SNPs) association analysis was conducted in each study under the additive model after adjustment for age, sex, study site, and principal components. Meta-analysis of approximately 2.6 million genotyped and imputed SNPs in all studies was conducted using an inverse variance-weighted fixed effect model. Replications were performed to follow up 21 loci in up to 6,061 cases and 5,483 controls in African Americans, and 8,130 cases and 38,987 controls of European ancestry. We identified three known loci (TCF7L2, HMGA2 and KCNQ1) and two novel loci (HLA-B and INS-IGF2) at genome-wide significance (4.15 × 10(-94)

Subject(s)
Diabetes Mellitus, Type 2/genetics , HLA-B27 Antigen/genetics , HMGA2 Protein/genetics , KCNQ1 Potassium Channel/genetics , Mutant Chimeric Proteins/genetics , Transcription Factor 7-Like 2 Protein/genetics , Black or African American/genetics , Diabetes Mellitus, Type 2/pathology , Genome-Wide Association Study , Humans , Polymorphism, Single Nucleotide
13.
BMC Genomics ; 17: 325, 2016 05 04.
Article in English | MEDLINE | ID: mdl-27142425

ABSTRACT

BACKGROUND: The presence of population structure in a sample may confound the search for important genetic loci associated with disease. Our four samples in the Family Investigation of Nephropathy and Diabetes (FIND), European Americans, Mexican Americans, African Americans, and American Indians are part of a genome- wide association study in which population structure might be particularly important. We therefore decided to study in detail one component of this, individual genetic ancestry (IGA). From SNPs present on the Affymetrix 6.0 Human SNP array, we identified 3 sets of ancestry informative markers (AIMs), each maximized for the information in one the three contrasts among ancestral populations: Europeans (HAPMAP, CEU), Africans (HAPMAP, YRI and LWK), and Native Americans (full heritage Pima Indians). We estimate IGA and present an algorithm for their standard errors, compare IGA to principal components, emphasize the importance of balancing information in the ancestry informative markers (AIMs), and test the association of IGA with diabetic nephropathy in the combined sample. RESULTS: A fixed parental allele maximum likelihood algorithm was applied to the FIND to estimate IGA in four samples: 869 American Indians; 1385 African Americans; 1451 Mexican Americans; and 826 European Americans. When the information in the AIMs is unbalanced, the estimates are incorrect with large error. Individual genetic admixture is highly correlated with principle components for capturing population structure. It takes ~700 SNPs to reduce the average standard error of individual admixture below 0.01. When the samples are combined, the resulting population structure creates associations between IGA and diabetic nephropathy. CONCLUSIONS: The identified set of AIMs, which include American Indian parental allele frequencies, may be particularly useful for estimating genetic admixture in populations from the Americas. Failure to balance information in maximum likelihood, poly-ancestry models creates biased estimates of individual admixture with large error. This also occurs when estimating IGA using the Bayesian clustering method as implemented in the program STRUCTURE. Odds ratios for the associations of IGA with disease are consistent with what is known about the incidence and prevalence of diabetic nephropathy in these populations.


Subject(s)
Black or African American/genetics , Diabetic Nephropathies/genetics , Indians, North American/genetics , Mexican Americans/genetics , Polymorphism, Single Nucleotide , White People/genetics , Algorithms , Chromosome Mapping , Diabetic Nephropathies/ethnology , Genetic Markers/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study/methods , Humans , Likelihood Functions , Models, Genetic , Oligonucleotide Array Sequence Analysis/methods , Principal Component Analysis , United States/ethnology
14.
Hum Mol Genet ; 23(21): 5827-37, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-24899048

ABSTRACT

Neurodegenerative diseases affecting the macula constitute a major cause of incurable vision loss and exhibit considerable clinical and genetic heterogeneity, from early-onset monogenic disease to multifactorial late-onset age-related macular degeneration (AMD). As part of our continued efforts to define genetic causes of macular degeneration, we performed whole exome sequencing in four individuals of a two-generation family with autosomal dominant maculopathy and identified a rare variant p.Glu1144Lys in Fibrillin 2 (FBN2), a glycoprotein of the elastin-rich extracellular matrix (ECM). Sanger sequencing validated the segregation of this variant in the complete pedigree, including two additional affected and one unaffected individual. Sequencing of 192 maculopathy patients revealed additional rare variants, predicted to disrupt FBN2 function. We then undertook additional studies to explore the relationship of FBN2 to macular disease. We show that FBN2 localizes to Bruch's membrane and its expression appears to be reduced in aging and AMD eyes, prompting us to examine its relationship with AMD. We detect suggestive association of a common FBN2 non-synonymous variant, rs154001 (p.Val965Ile) with AMD in 10 337 cases and 11 174 controls (OR = 1.10; P-value = 3.79 × 10(-5)). Thus, it appears that rare and common variants in a single gene--FBN2--can contribute to Mendelian and complex forms of macular degeneration. Our studies provide genetic evidence for a key role of elastin microfibers and Bruch's membrane in maintaining blood-retina homeostasis and establish the importance of studying orphan diseases for understanding more common clinical phenotypes.


Subject(s)
Genetic Association Studies , Genetic Variation , Macular Degeneration/genetics , Microfilament Proteins/genetics , Adult , Aged , Amino Acid Sequence , Bruch Membrane/metabolism , DNA Mutational Analysis , Exome , Extracellular Matrix/metabolism , Fibrillin-2 , Fibrillins , High-Throughput Nucleotide Sequencing , Humans , Macular Degeneration/diagnosis , Male , Meta-Analysis as Topic , Microfilament Proteins/metabolism , Middle Aged , Models, Molecular , Molecular Sequence Data , Mutation , Pedigree , Protein Conformation , Protein Stability , Retina/metabolism , Retina/pathology , Sequence Alignment
15.
Am J Hum Genet ; 93(2): 264-77, 2013 Aug 08.
Article in English | MEDLINE | ID: mdl-24144296

ABSTRACT

Refractive errors are common eye disorders of public health importance worldwide. Ocular axial length (AL) is the major determinant of refraction and thus of myopia and hyperopia. We conducted a meta-analysis of genome-wide association studies for AL, combining 12,531 Europeans and 8,216 Asians. We identified eight genome-wide significant loci for AL (RSPO1, C3orf26, LAMA2, GJD2, ZNRF3, CD55, MIP, and ALPPL2) and confirmed one previously reported AL locus (ZC3H11B). Of the nine loci, five (LAMA2, GJD2, CD55, ALPPL2, and ZC3H11B) were associated with refraction in 18 independent cohorts (n = 23,591). Differential gene expression was observed for these loci in minus-lens-induced myopia mouse experiments and human ocular tissues. Two of the AL genes, RSPO1 and ZNRF3, are involved in Wnt signaling, a pathway playing a major role in the regulation of eyeball size. This study provides evidence of shared genes between AL and refraction, but importantly also suggests that these traits may have unique pathways.


Subject(s)
Axial Length, Eye/metabolism , Eye Proteins/genetics , Genetic Loci , Genetic Predisposition to Disease , Refractive Errors/genetics , Adolescent , Adult , Aged , Asian People , Axial Length, Eye/pathology , Eye Proteins/metabolism , Female , Gene Expression , Genome-Wide Association Study , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Refractive Errors/ethnology , Refractive Errors/pathology , Signal Transduction , White People
16.
Int J Neurosci ; 126(7): 600-6, 2016.
Article in English | MEDLINE | ID: mdl-26000935

ABSTRACT

AIM: Hereditary spastic paraplegia (HSP) are a genetically and clinically heterogeneous group of disorders. At present, 19 autosomal dominant loci for HSP have been mapped. We ascertained an American family of European descent segregating an autosomal dominant HSP associated with peripheral neuropathy. METHODS: A genome wide scan was performed with 410 microsatellite repeat marker (Weber lab screening set 16) and following linkage and haplotype analysis, fine mapping was performed. Established genes or loci for HSP were excluded by direct sequencing or haplotype analysis. RESULTS: All established loci for HSP were excluded. Fine mapping suggested a locus on chromosome 21q22.3 flanked by markers D21S1411 and D21S1446 with a maximum logarithm of odds score of 2.05 and was supported by haplotype analysis. A number of candidate genes in this region were analyzed and no disease-producing mutations were detected. CONCLUSION: We present the clinical and genetic analysis of an American family with autosomal dominant HSP with axonal sensory motor polyneuropathy mapping to a novel locus on chromosome 21q22.3 designated SPG56.


Subject(s)
Chromosomes, Human, Pair 21/genetics , Spastic Paraplegia, Hereditary/genetics , Adult , Aged , Female , Humans , Male , Middle Aged , Pedigree , Spastic Paraplegia, Hereditary/physiopathology
17.
Genes Immun ; 16(2): 127-133, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25521228

ABSTRACT

Human genetic susceptibility for tuberculosis (TB) has been demonstrated by several studies, but few have examined the multiple innate and adaptive immunity genes comprehensively, age-specific effects and/or resistance to Mycobacterium tuberculosis (Mtb) infection (resistors (RSTRs)). We hypothesized that RSTRs, defined by a persistently negative tuberculin skin test, may have different genetic influences than Mtb disease. We examined 29 candidate genes in pathways that mediate immune responses to Mtb in subjects in a household contact study in Kampala, Uganda. We genotyped 546 haplotype-tagging single-nucleotide polymorphisms (SNPs) in 835 individuals from 481 families; 28.7% had TB, 10.5% were RSTRs, and the remaining 60.8% had latent Mtb infection. Among our most significant findings were SNPs in TICAM2 (P = 3.6 × 10(-6)) and IL1B (P = 4.3 × 10(-5)) associated with TB. Multiple SNPs in IL4 and TOLLIP were associated with TB (P < 0.05). Age-genotype interaction analysis revealed SNPs in IL18 and TLR6 that were suggestively associated with TB in children aged ⩽ 10 years (P = 2.9 × 10(-3)). By contrast, RSTR was associated with SNPs in NOD2, SLC6A3 and TLR4 (nominal P < 0.05); these genes were not associated with TB, suggesting distinct genetic influences. We report the first association between TICAM2 polymorphisms and TB and between IL18 and pediatric TB.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Interleukin-1beta/genetics , Tuberculosis/genetics , Adolescent , Adult , Child , Child, Preschool , Female , Genetic Predisposition to Disease , Haplotypes , Humans , Male , Polymorphism, Single Nucleotide , Tuberculosis/epidemiology , Uganda/epidemiology , Young Adult
18.
BMC Infect Dis ; 14: 352, 2014 Jun 27.
Article in English | MEDLINE | ID: mdl-24970328

ABSTRACT

BACKGROUND: Despite sustained exposure to a person with pulmonary tuberculosis (TB), some M. tuberculosis (Mtb) exposed individuals maintain a negative tuberculin skin test (TST). Our objective was to characterize these persistently negative TST (PTST-) individuals and compare them to TST converters (TSTC) and individuals who are TST positive at study enrollment. METHODS: During a TB household contact study in Kampala, Uganda, PTST-, TSTC, and TST + individuals were identified. PTST- individuals maintained a negative TST over a 2 year observation period despite prolonged exposure to an infectious tuberculosis (TB) case. Epidemiological and clinical characteristics were compared, a risk score developed by another group to capture risk for Mtb infection was computed, and an ordinal regression was performed. RESULTS: When analyzed independently, epidemiological risk factors increased in prevalence from PTST- to TSTC to TST+. An ordinal regression model suggested age (p < 0.01), number of windows (p < 0.01) and people (p = 0.07) in the home, and sleeping in the same room (p < 0.01) were associated with PTST- and TSTC. As these factors do not exist in isolation, we examined a risk score, which reflects an accumulation of risk factors. This compound exposure score did not differ significantly between PTST-, TSTC, and TST+, except for the 5-15 age group (p = 0.009). CONCLUSIONS: Though many individual factors differed across all three groups, an exposure risk score reflecting a collection of risk factors did not differ for PTST-, TSTC and TST + young children and adults. This is the first study to rigorously characterize the epidemiologic risk profile of individuals with persistently negative TSTs despite close exposure to a person with TB. Additional studies are needed to characterize possible epidemiologic and host factors associated with this phenotype.


Subject(s)
Family Characteristics , Tuberculosis, Multidrug-Resistant/epidemiology , Adaptive Immunity , Adolescent , Adult , Child , Child, Preschool , Female , Humans , Infant , Longitudinal Studies , Male , Prevalence , Risk Factors , Tuberculin Test , Tuberculosis, Multidrug-Resistant/immunology , Tuberculosis, Multidrug-Resistant/transmission , Uganda/epidemiology
19.
J Nutr ; 143(1): 17-26, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23190755

ABSTRACT

Vitamin D deficiency {defined by the blood concentration of 25-hydroxyvitamin D [25(OH)D]} has been associated with many adverse health outcomes. Genetic and nongenetic factors account for variation in 25(OH)D, but the role of interactions between these factors is unknown. To assess this, we examined 1204 women of European descent from the Carotenoids in Age-Related Eye Disease Study, an ancillary study of the Women's Health Initiative Observational Study. Twenty-nine single nucleotide polymorphisms (SNPs) in 4 genes, GC, CYP2R1, DHCR7, and CYP24A1, from recent meta-analyses of 25(OH)D genome-wide association studies were genotyped. Associations between these SNPs and 25(OH)D were tested using generalized linear regression under an additive genetic model adjusted for age, blood draw month, and ancestry. Results were stratified by season of blood draw and, separately, vitamin D intake for the 6 SNPs showing a significant association with 25(OH)D at the P < 0.01 level. Two nonsynonymous SNPs in GC and 4 SNPs in CYP2R1 were strongly associated with 25(OH)D in individuals whose blood was drawn in summer (P ≤ 0.002) but not winter months and, independently, in individuals with vitamin D intakes ≥400 (P ≤ 0.004) but not <400 IU/d (10 µg/d). This effect modification, if confirmed, has important implications for the design of genetic studies for all health outcomes and for public health recommendations and clinical practice guidelines regarding the achievement of adequate vitamin D status.


Subject(s)
25-Hydroxyvitamin D 2/blood , Calcifediol/blood , Cholestanetriol 26-Monooxygenase/genetics , Polymorphism, Single Nucleotide , Vitamin D Deficiency/genetics , Vitamin D-Binding Protein/genetics , Vitamin D/administration & dosage , Aged , Cholestanetriol 26-Monooxygenase/metabolism , Cohort Studies , Cytochrome P450 Family 2 , Female , Genetic Association Studies , Humans , Middle Aged , Postmenopause , Prospective Studies , Retrospective Studies , Seasons , Sunlight , United States , Vitamin D Deficiency/blood , Vitamin D Deficiency/etiology , Vitamin D Deficiency/prevention & control , Vitamin D-Binding Protein/metabolism , White People
20.
medRxiv ; 2023 Aug 31.
Article in English | MEDLINE | ID: mdl-37693625

ABSTRACT

Purpose: In genome-wide association studies (GWAS), X chromosome (ChrX) variants are often not investigated. Sex-specific effects and ChrX-specific quality control (QC) are needed to examine these effects. Previous analyses identified 52 autosomal variants associated with age-related macular degeneration (AMD) via the International AMD Genomics Consortium (IAMDGC), but did not analyze ChrX. Therefore, our goal was to investigate ChrX variants for association with AMD. Methods: We genotyped 29,629 non-Hispanic White (NHW) individuals (M/F:10,404/18,865; AMD12,087/14723) via a custom chip and imputed after ChrX-specific QC (XWAS 3.0) using the Michigan Imputation Server. Imputation generated 1,221,623 variants on ChrX. Age, informative PCs, and subphenotyeps were covariates for logistic association analyses with Fishers correction. Gene/pathway analyses were performed with VEGAS, GSEASNP, ICSNPathway, DAVID, and mirPath. Results: Logistic association on NHW individuals with sex correction, identified variants in/near the genes SLITRK4, ARHGAP6, FGF13 and DMD associated with AMD (P<1x10 -6 ,Fishers combined-corrected). Via association testing of subphenotypes of choroidal neovascularization and geographic atrophy (GA), variants in DMD associated with GA (P<1x10 -6 , Fishers combined-corrected). Via gene-based analysis with VEGAS, several genes were associated with AMD (P<0.05, both truncated tail strength/truncated product P) including SLITRK4 and BHLHB9 . Pathway analysis using GSEASNP and DAVID showed genes associated with nervous system development (FDR: P:0.02), and blood coagulation (FDR: P:0.03). Variants in the region of a microRNA (miR) were associated with AMD (P<0.05, truncated tail strength/truncated product P). Via DIANA mirPath analysis, downstream targets of miRs show association with brain disorders and fatty acid elongation (P<0.05). A long-non coding RNA on ChrX near the DMD locus was also associated with AMD (P=4x10 -7 ). Epistatic analysis (t-statistic) for a quantitative trait of AMD vs control including covariates found a suggestive association in the XG gene (P=2x10^-5). Conclusions: Analysis of ChrX variants demonstrates association with AMD and these variants may be linked to novel pathways. Further analysis is needed to confirm results and to understand their biological significance and relationship with AMD development in worldwide populations.

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