Polygenic predisposition to venous thromboembolism is associated with increased COVID-19 positive testing rates
Minnier, J.; Huffman, J. E.; Gao, L.; Joseph, J.; Wan, E. S.; Wu, W.-C.; Suzuki, A.; Pathak, G. A.; Polimanti, R.; Arjomandi, M.; Chang, K.-M.; Garcon, H.; Verma, A.; Ho, Y.-L.; Meigs, J. B.; Cho, K.; Bonomo, R. A.; Gorman, B. R.; Pyarajan, S.; Gatsby, E.; Rajeevan, N.; Lynch, K. E.; Lynch, J. A.; Zekavat, S. M.; Natarajan, P.; Madison, C. J.; Zhou, J. J.; Jhala, D. N.; Donskey, C. J.; McGeary, J. E.; Reaven, P. D.; Sun, Y. V.; Freiberg, M.; Gelernter, J.; Petersen, J. M.; Hung, A.; Huang, R. D.; Madduri, R. K.; Dalal, S.; Wells, Q. S.; Liao, K. P.; Wilson, P. W. F.; Tsao, P. S.; O'Donnell, C.
Show abstract
Genetic predisposition to venous thrombosis may impact COVID-19 infection and its sequelae. Participants in the ongoing prospective cohort study, Million Veteran Program (MVP), who were tested for COVID-19, with European ancestry, were evaluated for associations with polygenic venous thromboembolic risk, Factor V Leiden mutation (FVL) (rs6025) and prothrombin gene 3 -UTR mutation (F2 G20210A)(rs1799963), and their interactions. Logistic regression models assessed genetic associations with VTE diagnosis, COVID-19 (positive) testing rates and outcome severity (modified WHO criteria), and post-test conditions, adjusting for outpatient anticoagulation medication usage, age, sex, and genetic principal components. 108,437 out of 464,961 European American MVP participants were tested for COVID-19 with 9786 (9%) positive. PRS(VTE), FVL, F2 G20210A were not significantly associated with the propensity of being tested for COVID-19. PRS(VTE) was significantly associated with a positive COVID-19 test in F5 wild type (WT) individuals (OR 1.05; 95% CI [1.02-1.07]), but not in FVL carriers (0.97, [0.91-1.94]). There was no association with severe outcome for FVL, F2 G20210A or PRS(VTE). Outpatient anticoagulation usage in the two years prior to testing was associated with worse clinical outcomes. PRS(VTE) was associated with prevalent VTE diagnosis among both FVL carriers or F5 wild type individuals as well as incident VTE in the two years prior to testing. Increased genetic propensity for VTE in the MVP was associated with increased COVID-19 positive testing rates, suggesting a role of coagulation in the initial steps of COVID-19 infection. Key PointsO_LIIncreased genetic predisposition to venous thrombosis is associated with increased COVID-19 positive testing rates. C_LIO_LIPRS for VTE further risk stratifies factor V Leiden carriers regarding their VTE risk. C_LI
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Protection of β2GPI Deficient Mice from Thrombosis Reflects a Defect in PAR3-facilitated Platelet Activation 93%
- Anti-PF4 VITT antibodies are oligoclonal and variably inhibited by heparin 91%
- Whole genome analysis of plasma fibrinogen reveals population-differentiated genetic regulators with putative liver roles 91%
Similar papers in this journal
- Genome-wide association study of ischemic stroke risk in Sickle Cell confirms ADAMTS2, CDK18 , uncovers 12 novel loci 93%
- Thromboembolic risk in lung cancer patients receiving systemic therapy 91%
- Sickle red blood cell derived extracellular vesicles activate endothelial cells and enhance sickle red cell adhesion mediated by von Willebrand factor 88%
Similar papers in this journal
- A Novel Risk Assessment Model Predicts Major Bleeding Risk at Admission in Medical Inpatients 93%
- Genetic risk and incident venous thromboembolism in middle-aged and older adults following Covid-19 vaccination 93%
- Platelet Activating Immune Complexes Identified in COVID-19 Associated Coagulopathy 92%
Similar papers in this journal
- A claims-based score for the prediction of bleeding in a contemporary cohort of patients receiving oral anticoagulation for venous thromboembolism 94%
- Leveraging genetic data to elucidate the relationship between Covid-19 and ischemic stroke 93%
- A Phenome Wide Association Study of Severe COVID-19 Genetic Risk Variants 92%
Similar papers in this journal
- LDLR Variant Classification for Improved Cardiovascular Risk Prediction in Familial Hypercholesterolemia 91%
- Polygenic Hyperlipidemias and Coronary Artery Disease Risk 90%
- The association between lymphocyte mitochondrial DNA abundance and Stroke: a combination of multivariable-adjusted survival and mendelian randomization analyses 90%
"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.