Genetic determinants of Multiple Sclerosis susceptibility in diverse ancestral backgrounds
jacobs, B. M.; Schalk, L.; Tregaskis-Daniels, E.; Scalfari, A.; Nandoskar, A.; Dunne, A.; Gran, B.; Mein, C. A.; Sellers, C.; Spilker, C.; Rog, D.; Visentin, E.; Bezzina, E. L.; Uzochukwu, E.; Tallantyre, E.; Wozniak, E.; Sacre, E.; Hassan-Smith, G.; Ford, H. L.; Harris, J.; Bradley, J.; Breedon, J.; Brooke, J.; Kreft, K. L.; George, K.; Papachatzaki, M.; O'Malley, M.; Peter, M.; Mattoscio, M.; Rhule, N.; Evangelou, N.; Vinod, N.; Quinn, O.; Shamji, R.; Kaimal, R.; Boulton, R.; Tanveer, R.; Middleton, R.; Murray, R.; Bellfield, R.; Hoque, S.; Patel, S.; Raj, S.; Gumus, S.; Mitchell, S.; Sawcer
Show abstract
The genetic architecture of Multiple Sclerosis (MS) susceptibility has been extensively assessed in populations of European ancestry. Greater ancestral diversity in genetic analyses of MS susceptibility is needed to improve the utility of Multiple Sclerosis genetic risk scores, fine map causal variants underlying established associations, and thereby enhance the identification of drug targets. Here we report findings from a genetic study of Multiple Sclerosis susceptibility in an ancestrally-diverse United Kingdom-based cohort. Participants with Multiple Sclerosis were recruited via clinical sites, an online platform, and through the United Kingdom Multiple Sclerosis Register. Phenotype data were gathered using a standardised questionnaire. DNA was extracted from saliva samples obtained remotely or in person, and participants were genotyped using a commercial genotyping array. Following imputation, cases were combined with controls from the United Kingdom Biobank and subjected to stringent quality control and genetic ancestry inference. We defined two broad ancestral groups of South Asian and African ancestry. We performed within-ancestry case-control genome-wide association studies of Multiple Sclerosis susceptibility using logistic models accounting for population structure and sex. We examined both single nucleotide variants and imputed classical Human Leukocyte Antigen alleles. We curated two ancestrally-matched case-control genetic datasets (South Asian ancestry: NCase=175, NControl=6744; African ancestry: NCase=113, NControl=5177). In both ancestries, we found genetic variants within the Major Histocompatibility Complex associated with Multiple Sclerosis susceptibility (South Asian ancestry: lead variant chr6:32600515:G:A on hg38 co-ordinates, Odds Ratio=1.84, nearest gene HLA-DRB1, P=4.6x10-6; African ancestry: lead variant chr6:29919337:A:G, Odds Ratio=2.24, nearest gene HLA-A P=4.3x10-5). European-ancestry susceptibility alleles were over-represented in cases from both ancestries, with the degree of concordance stronger for the South Asian ({rho}=0.31, P=8.1x10-6) than African ({rho}=0.1, P=0.3) ancestry cohort. European-derived genetic risk scores performed better than chance but less well than in European ancestry cohorts, explaining 1.6% (South Asian, P=1.0x10-4) and 0.5% (African, P=0.08) of the liability to MS. The genetic architecture of MS susceptibility shows strong concordance across ancestral groups suggesting shared disease mechanisms. Larger studies in diverse populations are likely to enhance our understanding of how genetic variation contributes to MS susceptibility in people of all ancestral backgrounds.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- A Predictive Autoantibody Signature in Multiple Sclerosis 94%
- Actionable druggable genome-wide Mendelian randomization identifies repurposing opportunities for COVID-19 93%
- Altered cellular and humoral immune responses following SARS-CoV-2 mRNA vaccination in patients with multiple sclerosis on anti-CD20 therapy 92%
Similar papers in this journal
- Cell-binding IgM in CSF is distinctive of multiple sclerosis and targets the iron transporter SCARA5 95%
- Multiomic Analyses Direct Hypotheses for Creutzfeldt-Jakob Disease Risk Genes 92%
- Whole-exome sequencing in 16,511 individuals reveals a role of the HTRA1 protease and its substrate EGFL8 in brain white matter hyperintensities 92%
Similar papers in this journal
- Fine-mapping, trans-ancestral and genomic analyses identify causal variants, cells, genes and drug targets for type 1 diabetes 94%
- Sequencing of over 100,000 individuals identifies multiple genes and rare variants associated with Crohns disease susceptibility 94%
- Common and rare variant association analyses in Amyotrophic Lateral Sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology 93%
Similar papers in this journal
- Augmentation of a neuroprotective myeloid state by hematopoietic cell transplantation 94%
- Distinct transcriptomic and epigenomic responses of mature oligodendrocytes during disease progression in a mouse model of multiple sclerosis 93%
- Phenotypic and genetic associations of quantitative magnetic susceptibility in UK Biobank brain imaging 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.