Abstract
Background: The effectiveness of interleukin-6 inhibitors (IL-6i) in ameliorating coronavirus disease 2019 (COVID-19) remains uncertain.
Methods: We analyzed data for patients aged ≥18 years admitted with a positive severe acute respiratory syndrome coronavirus 2 polymerase chain reaction test at 4 safety-net hospital systems with diverse populations and high rates of medical comorbidities in 3 US regions. We used inverse probability of treatment weighting via machine learning for confounding adjustment by demographics, comorbidities, and disease severity markers. We estimated the average treatment effect, the odds of IL-6i effect on in-hospital mortality from COVID-19, using a logistic marginal structural model.
Results: Of 516 patients, 104 (20.1%) received IL-6i. Estimate of the average treatment effect adjusted for confounders suggested a 37% reduction in odds of in-hospital mortality in those who received IL-6i compared with those who did not, although the confidence interval included the null value of 1 (odds ratio = 0.63; 95% confidence interval, .29-1.38). A sensitivity analysis suggested that potential unmeasured confounding would require a minimum odds ratio of 2.55 to nullify our estimated IL-6i effect size.
Conclusions: Despite low precision, our findings suggested a relatively large effect size of IL-6i in reducing the odds of COVID-19-related in-hospital mortality.
Keywords: COVID-19; cytokine release syndrome; interleukin 6 inhibitors.
【저자키워드】 COVID-19, Cytokine release syndrome, interleukin 6 inhibitors., 【초록키워드】 Treatment, coronavirus disease, coronavirus, disease severity, hospital, Comorbidities, interleukin-6, Comorbidity, inhibitors, Population, Probability, Patient, Effectiveness, sensitivity analysis, estimate, inhibitor, patients, in-hospital mortality, Odds ratio, demographics, confidence interval, Logistic, acute respiratory syndrome, Precision, 95% confidence interval, average, effect size, cytokine release, positive, Weighting, regions, confounder, polymerase chain, analyzed, adjusted, reducing, suggested, reduction in, remains uncertain, 【제목키워드】 IL-6, multicenter study, Effect,