1. Complement C3 identified as a unique risk factor for disease severity among young COVID-19 patients in Wuhan, China
- Author
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Roman Hornung, Cai hong Yang, Kai Xu, Jian Li, and Weiting Cheng
- Subjects
Adult ,Male ,China ,medicine.medical_specialty ,Multivariate analysis ,Adolescent ,Science ,Diseases ,030204 cardiovascular system & hematology ,Logistic regression ,Severity of Illness Index ,Article ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Interquartile range ,Internal medicine ,Severity of illness ,medicine ,Humans ,030212 general & internal medicine ,Young adult ,Risk factor ,Retrospective Studies ,Models, Statistical ,Multidisciplinary ,business.industry ,COVID-19 ,Retrospective cohort study ,Complement C3 ,Odds ratio ,Middle Aged ,Nonlinear Dynamics ,Risk factors ,Area Under Curve ,Multivariate Analysis ,Medicine ,Female ,business - Abstract
Given that a substantial proportion of the subgroup of COVID-19 patients that face a severe disease course are younger than 60 years, it is critical to understand the disease-specific characteristics of young COVID-19 patients. Risk factors for a severe disease course for young COVID-19 patients and possible non-linear influences remain unknown. Data were analyzed from COVID-19 patients with clinical outcome in a single hospital in Wuhan, China, collected retrospectively from Jan 24th to Mar 27th. Clinical, demographic, treatment and laboratory data were collected from patients' medical records. Uni- and multivariable analysis using logistic regression and random forest, with the latter allowing the study of non-linear influences, were performed to investigate the clinical characteristics of a severe disease course. A total of 762 young patients (median age 47 years, interquartile range [IQR] 38–55, range 18–60; 55.9% female) were included, as well as 714 elderly patients as a comparison group. Among the young patients, 362 (47.5%) had a severe/critical disease course and the mean age was statistically significantly higher in the severe subgroup than in the mild subgroup (59.3 vs. 56.0, Student's t-test: p p = 0.039) are particularly associated with the risk of developing severe COVID-19 specifically in young patients, whereas no such influence seems to exist for elderly patients. Additional analysis suggests that the influence of complement C3 in young patients is independent of age, gender, and comorbidities. Variable importance values and partial dependence plots obtained using random forests delivered additional insights, in particular indicating non-linear influences of risk factors on disease severity. This study identified increased levels of complement C3 as a unique risk factor for adverse outcomes specific to young COVID-19 patients.
- Published
- 2021