Multi-Omics Assessment of Genetic Risk for Celiac Disease in Down Syndrome
Stahl, M. M.; Shaw, J. R.; Eduthan, N. P.; Rachubinski, A. L.; Smith, K. P.; Galbraith, M. D.; Sokol, R. J.; Chavan, S.; Leaton, L. A.; Kichula, K. M.; Norman, P. J.; Norris, J. M.; Liu, E.; Espinosa, J. M.
Show abstract
ObjectivesIndividuals with Down syndrome (DS) display high risk of celiac disease (CD), but the mechanisms underlying this increased susceptibility await elucidation. Here, we examined the prevalence of HLA genotypes associated with CD risk in the general population and tested a previously developed genetic risk score (GRS) for CD in people with DS. MethodsHLA genotypes were obtained for 204 individuals with DS in the Human Trisome Project cohort study, of whom 9% had CD. We compared HLA genotype frequencies in those with and without CD against frequencies observed in the general population. CD permissive HLA haplotypes explored were DQ2.5, DQ2.2, DQ8.1, and DQ7.5. We also analyzed 38 non-HLA-DQ alleles used to generate the CD GRS. ResultsFrequencies of risk genotypes were different for CD in DS versus CD in the general population. For example, we observed lower frequency of DQ2.5/DQ2.5 and higher prevalence of DQ7.5/X and X/X in CD in DS. Although GRS values were significantly increased in those with CD and DS, their predictive power was decreased relative to the general population. Transcriptome analysis revealed dysregulated expression of many genes composing the GRS in DS. Proteomics analysis showed that GRS values correlate with elevation of specific immune factors in DS. ConclusionsThe genetic risk profile of CD in DS is different relative to the general population, which is likely due to dysregulation of immune pathways in DS. Larger studies are needed to elucidate pathogenic mechanisms and to develop a validated GRS for CD in DS. What is KnownO_LICeliac disease is more common in individuals with Down syndrome, but the impact of HLA risk genotypes in this population is unclear. C_LIO_LIA celiac disease genetic risk score incorporating HLA-DQ and non-HLA SNPs has been developed with good predictive accuracy in the general population. C_LI What is NewO_LIIndividuals with DS may still develop CD even without the traditional HLA-DQ risk factors. C_LIO_LIA modified CD genetic risk score may be applied to individuals with DS with good accuracy and specificity. C_LIO_LIThe immune dysregulation characteristic of DS involves dysregulated expression of many genes involved in CD etiology. C_LI
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Integrative proteogenomic analyses provide novel interpretations of type 1 diabetes risk loci through circulating proteins 91%
- Characterizing common and rare variations in non-traditional glycemic biomarkers using multivariate approaches on multi-ancestry ARIC study 91%
- Polysaccharide A-dependent opposing effects of mucosal and systemic exposures to human gut commensal Bacteroides fragilis in type 1 diabetes 90%
Similar papers in this journal
- Discordance between a deep learning model and clinical-grade variant pathogenicity classification in a rare disease cohort 94%
- Gut microbial and human genetic signatures of inflammatory bowel disease increase risk of comorbid mental disorders 90%
- Comprehensive reanalysis for CNVs in ES data from unsolved rare disease cases results in new diagnoses 90%
Similar papers in this journal
- Exome-wide analysis of congenital kidney anomalies reveals new genes and shared architecture with developmental disorders 93%
- Investigating the shared genetic architecture between multiple sclerosis and inflammatory bowel diseases 92%
- Tissue factor-dependent colitogenic CD4+ T cell thrombogenicity is regulated by activated protein C signalling. 92%
Similar papers in this journal
- Genetic discovery and risk prediction for type 1 diabetes in individuals without high-risk HLA-DR3/DR4 haplotypes 91%
- Specific type 1 diabetes risk genes underpin age-at-diagnosis and indicate joint defects in immunity, beta-cell fragility and responses to viral infections in early-onset disease. 90%
- Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus 90%
Similar papers in this journal
- Causal and Candidate Gene Variants in a Large Cohort of Women with Primary Ovarian Insufficiency 91%
- Early changes in immune cell metabolism and function are a hallmark of sleeve gastrectomy: a prospective human study 89%
- Identification of rare loss of function variation regulating body fat distribution 88%
"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.