Classification of patients with COVID-19 by blood RNA endotype: a prospective cohort study.

Jumpei YoshimuraYuki TogamiTakeshi EbiharaHisatake MatsumotoYumi MitsuyamaFuminori SugiharaHaruhiko HirataDaisuke OkuzakiHiroshi Ogura

Published in: Microbiology spectrum (2023)

In this study, whole-blood RNAs (prolactin and toll-like receptor 3) involved in the prognosis of patients with COVID-19 were identified. The RNA endotypes classified by these important RNAs highlight the possibility of stratifying the COVID-19 patient population and the need for targeted therapy based on these phenotypes.

Keyphrases

toll like receptor
nuclear factor
inflammatory response
coronavirus disease
sars cov
immune response
machine learning
deep learning