Genetic validation of the use of tocilizumab, statins and dexamethasone in COVID-19
Schooling, C. M.; Au Yeung, S.; Kwok, M.; Zhao, J.
Show abstract
BackgroundNew means of treating COVID-19 are urgently needed. Genetic validation of drugs can foreshadow trial results, and help prioritize investigations. We assessed whether common drugs, suggested as possible treatments for COVID-19 (tocilizumab, anakinra and statins) with established genetic proxies, are effective in COVID-19. We also included dexamethasone as a positive control exposure because the RECOVERY trial suggested benefit in severe COVID-19. MethodsWe assessed, using Mendelian randomization, whether genetic proxies of tocilizumab, anakinra, statins and dexamethasone use affected risk of very severe (cases=536, non-cases=329391) or hospitalized (cases=3199, non-cases=897488) COVID-19 using a recent genome-wide association study. ResultsUsing rs2228145 (IL6R) to proxy effects of tocilizumab use, no association with very severe COVID-19 was found, but possibly an inverse association with hospitalized COVID-19 (odds ratio (OR) 0.83 per standardized effect of higher soluble interleukin-6r, 95% confidence interval 0.67 to 1.02). Using rs12916 (HMGCR) to proxy effects of statins use, an inverse association with very severe COVID-19 was found (OR 0.30 per standardized effect, 95% CI 0.10 to 0.89). Using rs6743376 and rs1542176 to proxy effects of anakinra use, no associations with COVID-19 were found. Dexamethasone, instrumented by cortisol, was possibly inversely associated with very severe COVID-19 (OR 0.20 per standardized effect 95% CI 0.04 to 1.04). ConclusionOur study provides some genetic validation for the use of both tocilizumab and statins in COVID-19, but not anakinra, whilst being consistent with the findings from the RECOVERY trial about dexamethasone. Investigation of the underlying mechanisms might facilitate re-purposing and development of effective treatments.
Matching journals
The top 13 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Efficacy and safety of nitazoxanide combined with ritonavir-boosted atazanavir for the treatment of mild to moderate COVID-19 91%
- The efficacy of Andrographis paniculata (Burm.f.) Wall. ex Nees crude extract in hospitalised mild COVID-19 patients: a retrospective cohort study 91%
- Relationship Between Patient Sex and Serum Tumor Necrosis Factor Antagonist Drug and Anti-Drug Antibody Concentrations in Inflammatory Bowel Disease; A Nationwide Cohort Study 90%
Similar papers in this journal
- Hydroxychloroquine and Tocilizumab Therapy in COVID-19 Patients - An Observational Study 92%
- COVID-19 susceptibility variants associate with blood clots, thrombophlebitis and circulatory diseases 92%
- Hydroxychloroquine For The Treatment Of Severe Respiratory Infection By COVID-19: A Randomized Controlled Trial 92%
Similar papers in this journal
- The Incidence of Immune Mediated Inflammatory Diseases Following COVID-19: a Matched Cohort Study in UK Primary Care 90%
- Are Statins Optimally Prescribed to Reduce Stroke Risk in Patients with Hypercholesterolaemia? A population-based Longitudinal Study Using Electronic Health Records in South London (2005-2021) 90%
- Treatment- and population-specific genetic risk factors for anti-drug antibodies against interferon-beta 90%
Similar papers in this journal
Similar papers in this journal
- Ruxolitinib versus Dexamethasone in Hospitalized Adults with Covid-19: multicenter matched-controlled study 92%
- The tryptophan catabolite or kynurenine pathway in COVID-19 and critical COVID-19: a systematic review and meta-analysis 92%
- Serum neopterin levels in relation to mild and severe COVID-19 91%
"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.