1. The relationship between autoantibodies targeting GPCRs and the renin-angiotensin system associates with COVID-19 severity
- Author
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Alexandre H.C. Marques, Dennyson Leandro M. Fonseca, Hans D. Ochs, Stefan Schreiber, Gabriela Crispim Baiocchi, Kai Schulze-Forster, Yael Lavi, Otavio Cabral Marques, Florian Tran, Desiree Rodrigues Placa, Avi Z. Rosenberg, Juliane Junker, Tanja Lange, Harry Heidecke, Igor Salerno Filgueiras, Antje Müller, Gabriela Riemekasten, Carlotta Meyer, Howard Amital, Anja Schumann, Yuri Ostrinski, Gilad Halpert, Lasse Melvaer Giil, Jens Y Humrich, Yehuda Shoenfeld, Lena F. Schimke, Miriam T Lattin, Paula Paccielli Freire, Alexander Maximilian Hackel, Jonathan I. Silvergerg, Israel Zyskind, Jason Zimmerman, and Hanna Grasshoff
- Subjects
Ras Signaling Pathway ,Coronavirus disease 2019 (COVID-19) ,business.industry ,Immunology ,Renin–angiotensin system ,Autoantibody ,Medicine ,business ,Receptor ,CXCR3 ,Angiotensin II ,G protein-coupled receptor - Abstract
The coronavirus disease 2019 (COVID-19) can evolve to clinical manifestations resembling systemic autoimmune diseases, with the presence of autoantibodies that are still poorly characterized. To address this issue, we performed a cross-sectional study of 246 individuals to determine whether autoantibodies targeting G protein-coupled receptors (GPCRs) and renin-angiotensin system (RAS)-related molecules were associated with COVID-19-related clinical outcomes. Moderate and severe patients exhibited the highest autoantibody levels, relative to both healthy controls and patients with mild COVID-19 symptoms. Random Forest, a machine learning model, ranked anti-GPCR autoantibodies targeting downstream molecules in the RAS signaling pathway such as the angiotensin II type 1 and Mas receptor, and the chemokine receptor CXCR3 as the three strongest predictors of severe disease. Moreover, while the autoantibody network signatures were relatively conserved in patients with mild COVID-19 compared to healthy controls, they were disrupted in moderate and most perturbed in severe patients. Our data indicate that the relationship between autoantibodies targeting GPCRs and RAS-related molecules associates with the clinical severity of COVID-19, suggesting novel molecular pathways for therapeutic interventions.
- Published
- 2021