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1.
Nat Genet ; 54(11): 1640-1651, 2022 11.
Article in English | MEDLINE | ID: mdl-36333501

ABSTRACT

Rheumatoid arthritis (RA) is a highly heritable complex disease with unknown etiology. Multi-ancestry genetic research of RA promises to improve power to detect genetic signals, fine-mapping resolution and performances of polygenic risk scores (PRS). Here, we present a large-scale genome-wide association study (GWAS) of RA, which includes 276,020 samples from five ancestral groups. We conducted a multi-ancestry meta-analysis and identified 124 loci (P < 5 × 10-8), of which 34 are novel. Candidate genes at the novel loci suggest essential roles of the immune system (for example, TNIP2 and TNFRSF11A) and joint tissues (for example, WISP1) in RA etiology. Multi-ancestry fine-mapping identified putatively causal variants with biological insights (for example, LEF1). Moreover, PRS based on multi-ancestry GWAS outperformed PRS based on single-ancestry GWAS and had comparable performance between populations of European and East Asian ancestries. Our study provides several insights into the etiology of RA and improves the genetic predictability of RA.


Subject(s)
Arthritis, Rheumatoid , Genome-Wide Association Study , Humans , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide/genetics , Asian People/genetics , Arthritis, Rheumatoid/genetics , Adaptor Proteins, Signal Transducing/genetics
2.
Nat Commun ; 11(1): 1569, 2020 03 26.
Article in English | MEDLINE | ID: mdl-32218440

ABSTRACT

The diversity in our genome is crucial to understanding the demographic history of worldwide populations. However, we have yet to know whether subtle genetic differences within a population can be disentangled, or whether they have an impact on complex traits. Here we apply dimensionality reduction methods (PCA, t-SNE, PCA-t-SNE, UMAP, and PCA-UMAP) to biobank-derived genomic data of a Japanese population (n = 169,719). Dimensionality reduction reveals fine-scale population structure, conspicuously differentiating adjacent insular subpopulations. We further enluciate the demographic landscape of these Japanese subpopulations using population genetics analyses. Finally, we perform phenome-wide polygenic risk score (PRS) analyses on 67 complex traits. Differences in PRS between the deconvoluted subpopulations are not always concordant with those in the observed phenotypes, suggesting that the PRS differences might reflect biases from the uncorrected structure, in a trait-dependent manner. This study suggests that such an uncorrected structure can be a potential pitfall in the clinical application of PRS.


Subject(s)
Asian People/genetics , Genetic Predisposition to Disease , Genetics, Population , Multifactor Dimensionality Reduction , Multifactorial Inheritance/genetics , Base Sequence , Biological Specimen Banks , Humans , Japan , Phenotype , Principal Component Analysis , Risk Factors
5.
PLoS One ; 13(12): e0208240, 2018.
Article in English | MEDLINE | ID: mdl-30566451

ABSTRACT

OBJECTIVES: There is limited information on the epidemiology and treatment patterns of rheumatoid arthritis (RA) across the Arab region. We aim in this study to describe the demographic characteristics, clinical profile, and treatment patterns of patients of Arab ancestry with RA. METHODS: This is a cross sectional study of 895 patients with established rheumatoid arthritis enrolled from five sites (Jordan, Lebanon, Qatar, Kingdom of Saudi Arabia (KSA), and United Arab Emirates). Demographic characteristics, clinical profile, and treatment patterns are compared between the five countries. RESULTS: The majority of our patients are women, have an average disease duration of 10 years, are married and non-smokers, with completed secondary education. We report a high (>80%) ever-use of methotrexate (MTX) and steroids among our RA population, while the ever-use of disease modifying anti-rheumatic drugs (DMARDs) and TNF-inhibitors average around 67% and 33%, respectively. There are variations in RA treatment use between the five country sites. Highest utilization of steroids is identified in Jordan and KSA (p-value < 0.001), while the highest ever-use of TNF-inhibitors is reported in KSA (p-value < 0.001). CONCLUSION: Disparities in usage of RA treatments among Arab patients are noted across the five countries. National gross domestic product (GDP), as well as some other unique features in each country likely affect these. Developing treatment guidelines specific to this region could contribute in delivering standardized therapies to RA patients.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/epidemiology , Adult , Cross-Sectional Studies , Etanercept/therapeutic use , Female , Humans , Jordan/epidemiology , Lebanon/epidemiology , Male , Methotrexate/therapeutic use , Middle Aged , Odds Ratio , Qatar/epidemiology , Saudi Arabia/epidemiology , United Arab Emirates/epidemiology
6.
Arthritis Rheumatol ; 69(5): 976-985, 2017 05.
Article in English | MEDLINE | ID: mdl-28118524

ABSTRACT

OBJECTIVE: Genetic factors underlying susceptibility to rheumatoid arthritis (RA) in Arab populations are largely unknown. This genome-wide association study (GWAS) was undertaken to explore the generalizability of previously reported RA loci to Arab subjects and to discover new Arab-specific genetic loci. METHODS: The Genetics of Rheumatoid Arthritis in Some Arab States Study was designed to examine the genetics and clinical features of RA patients from Jordan, the Kingdom of Saudi Arabia, Lebanon, Qatar, and the United Arab Emirates. In total, >7 million single-nucleotide polymorphisms (SNPs) were tested for association with RA overall and with seropositive or seronegative RA in 511 RA cases and 352 healthy controls. In addition, replication of 15 signals was attempted in 283 RA cases and 221 healthy controls. A genetic risk score of 68 known RA SNPs was also examined in this study population. RESULTS: Three loci (HLA region, intergenic 5q13, and 17p13 at SMTNL2/GGT6) reached genome-wide significance in the analyses of association with RA and with seropositive RA, and for all 3 loci, evidence of independent replication was demonstrated. Consistent with the findings in European and East Asian populations, the association of RA with HLA-DRB1 amino acid position 11 conferred the strongest effect (P = 4.8 × 10-16 ), and a weighted genetic risk score of previously associated RA loci was found to be associated with RA (P = 3.41 × 10-5 ) and with seropositive RA (P = 1.48 × 10-6 ) in this population. In addition, 2 novel associations specific to Arab populations were found at the 5q13 and 17p13 loci. CONCLUSION: This first RA GWAS in Arab populations confirms that established HLA-region and known RA risk alleles contribute strongly to the risk and severity of disease in some Arab groups, suggesting that the genetic architecture of RA is similar across ethnic groups. Moreover, this study identified 2 novel RA risk loci in Arabs, offering further population-specific insights into the pathophysiology of RA.


Subject(s)
Arthritis, Rheumatoid/genetics , HLA-DRB1 Chains/genetics , Phosphoproteins/genetics , gamma-Glutamyltransferase/genetics , Adult , Arabs/genetics , Arthritis, Rheumatoid/immunology , Case-Control Studies , Chromosomes, Human, Pair 3/genetics , Chromosomes, Human, Pair 5/genetics , DNA, Intergenic/genetics , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , HLA Antigens/genetics , Humans , Jordan , Lebanon , Male , Middle Aged , Peptides, Cyclic/immunology , Polymorphism, Single Nucleotide , Qatar , Rheumatoid Factor/immunology , Saudi Arabia , United Arab Emirates
7.
J Clin Densitom ; 14(3): 226-36, 2011.
Article in English | MEDLINE | ID: mdl-21810530

ABSTRACT

Tools to predict fracture risk are useful for selecting patients for pharmacological therapy in order to reduce fracture risk and redirect limited healthcare resources to those who are most likely to benefit. FRAX® is a World Health Organization fracture risk assessment algorithm for estimating the 10-year probability of hip fracture and major osteoporotic fracture. Effective application of FRAX® in clinical practice requires a thorough understanding of its limitations as well as its utility. For some patients, FRAX® may underestimate or overestimate fracture risk. In order to address some of the common issues encountered with the use of FRAX® for individual patients, the International Society for Clinical Densitometry (ISCD) and International Osteoporosis Foundation (IOF) assigned task forces to review the medical evidence and make recommendations for optimal use of FRAX® in clinical practice. Among the issues addressed were the use of bone mineral density (BMD) measurements at skeletal sites other than the femoral neck, the use of technologies other than dual-energy X-ray absorptiometry, the use of FRAX® without BMD input, the use of FRAX® to monitor treatment, and the addition of the rate of bone loss as a clinical risk factor for FRAX®. The evidence and recommendations were presented to a panel of experts at the Joint ISCD-IOF FRAX® Position Development Conference, resulting in the development of Joint ISCD-IOF Official Positions addressing FRAX®-related issues.


Subject(s)
Absorptiometry, Photon , Bone Density , Diagnosis, Computer-Assisted , Fractures, Bone/diagnosis , Femur Neck/diagnostic imaging , Femur Neck/pathology , Humans , Lumbar Vertebrae/pathology , Radius/pathology , Risk Assessment
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