作者
Dakota Gustafson, Michelle Ngai, Ruilin Wu, Huayun Hou, Alice Carvalhal Schoffel, Clara Erice, Serena Mandla, Filio Billia, Michael D Wilson, Milica Radisic, Eddy Fan, Uriel Trahtemberg, Andrew Baker, Chris McIntosh, Chun-Po S Fan, Claudia C Dos Santos, Kevin C Kain, Kate Hanneman, Paaladinesh Thavendiranathan, Jason E Fish, Kathryn L Howe
发表日期
2022/4/1
期刊
EBioMedicine
卷号
78
出版商
Elsevier
简介
Background
Endothelial cell (EC) activation, endotheliitis, vascular permeability, and thrombosis have been observed in patients with severe coronavirus disease 2019 (COVID-19), indicating that the vasculature is affected during the acute stages of SARS-CoV-2 infection. It remains unknown whether circulating vascular markers are sufficient to predict clinical outcomes, are unique to COVID-19, and if vascular permeability can be therapeutically targeted.
Methods
Prospectively evaluating the prevalence of circulating inflammatory, cardiac, and EC activation markers as well as developing a microRNA atlas in 241 unvaccinated patients with suspected SARS-CoV-2 infection allowed for prognostic value assessment using a Random Forest model machine learning approach. Subsequent ex vivo experiments assessed EC permeability responses to patient plasma and were used to uncover modulated gene regulatory …
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