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SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care

Authors :
Ella Reed
Clemens Gutmann
Bhawana Singh
Torsten Tonn
Sean A. Burnap
Salvatore Napoli
Ajay M. Shah
Jonathan D. Edgeworth
Manu Shankar-Hari
Konstantinos Theofilatos
Kaloyan Takov
Lukas E Schmidt
Kevin O'Gallagher
Katie J. Doores
Mauro Giacca
Rafael Fernandez-Leiro
Konstantina Dimitrakopoulou
Barnaby Sanderson
Mansoor Saqi
Mark J. W. McPhail
Adrian Hayday
Hashim Ali
Salma F Mujib
Georg Auzinger
Matthew Fish
Romy Kronstein-Wiedemann
Manuel Mayr
Francesca Trovato
Marieke Rienks
Stefan R. Bornstein
Christian Cassel
Umar Niazi
Adam Nabeebaccus
Silke Braun
Blair Merrick
Maria Hasman
Xiaoke Yin
Gutmann, Clemens [0000-0003-0675-8632]
Takov, Kaloyan [0000-0002-8642-6306]
Burnap, Sean A [0000-0002-3408-8608]
Singh, Bhawana [0000-0002-5834-8320]
Theofilatos, Konstantinos [0000-0001-6799-0553]
Fish, Matthew [0000-0001-6462-3889]
Schmidt, Lukas E [0000-0001-7565-1455]
Rienks, Marieke [0000-0002-0590-9518]
Yin, Xiaoke [0000-0002-5172-0935]
Sanderson, Barnaby [0000-0002-9621-143X]
Merrick, Blair [0000-0002-6061-6064]
Niazi, Umar [0000-0001-7176-8883]
Fernández-Leiro, Rafael [0000-0002-7941-0357]
Braun, Silke [0000-0002-2558-1521]
Doores, Katie J [0000-0002-5507-1725]
Bornstein, Stefan R [0000-0002-5211-2536]
Tonn, Torsten [0000-0001-9580-2193]
Hayday, Adrian C [0000-0002-9495-5793]
Giacca, Mauro [0000-0003-2927-7225]
Shankar-Hari, Manu [0000-0002-5338-2538]
Mayr, Manuel [0000-0002-0597-829X]
Apollo - University of Cambridge Repository
Source :
Gutmann, C, Takov, K, Burnap, S A, Singh, B, Ali, H, Theofilatos, K, Reed, E, Hasman, M, Nabeebaccus, A, Fish, M, McPhail, M J, O'Gallagher, K, Schmidt, L E, Cassel, C, Rienks, M, Yin, X, Auzinger, G, Napoli, S, Mujib, S F, Trovato, F, Sanderson, B, Merrick, B, Niazi, U, Saqi, M, Dimitrakopoulou, K, Fernández-Leiro, R, Braun, S, Kronstein-Wiedemann, R, Doores, K J, Edgeworth, J D, Shah, A M, Bornstein, S R, Tonn, T, Hayday, A C, Giacca, M, Shankar-Hari, M & Mayr, M 2021, ' SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care ', Nature Communications, vol. 12, no. 1, pp. 3406 . https://doi.org/10.1038/s41467-021-23494-1, Nature Communications, Gutmann, C, Takov, K, Burnap, S A, Singh, B, Ali, H, Theofilatos, K, Reed, E, Hasman, M, Nabeebaccus, A, Fish, M, McPhail, M J, O'Gallagher, K, Schmidt, L E, Cassel, C, Rienks, M, Yin, X, Auzinger, G, Napoli, S, Mujib, S F, Trovato, F, Sanderson, B, Merrick, B, Niazi, U, Saqi, M, Dimitrakopoulou, K, Fernández-Leiro, R, Braun, S, Kronstein-Wiedemann, R, Doores, K J, Edgeworth, J D, Shah, A M, Bornstein, S R, Tonn, T, Hayday, A C, Giacca, M, Shankar-Hari, M & Mayr, M 2021, ' SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care ', Nature Communications, vol. 12, no. 1, 3406 . https://doi.org/10.1038/s41467-021-23494-1, Nature Communications, Vol 12, Iss 1, Pp 1-17 (2021)
Publication Year :
2021

Abstract

Prognostic characteristics inform risk stratification in intensive care unit (ICU) patients with coronavirus disease 2019 (COVID-19). We obtained blood samples (n = 474) from hospitalized COVID-19 patients (n = 123), non-COVID-19 ICU sepsis patients (n = 25) and healthy controls (n = 30). Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA was detected in plasma or serum (RNAemia) of COVID-19 ICU patients when neutralizing antibody response was low. RNAemia is associated with higher 28-day ICU mortality (hazard ratio [HR], 1.84 [95% CI, 1.22–2.77] adjusted for age and sex). RNAemia is comparable in performance to the best protein predictors. Mannose binding lectin 2 and pentraxin-3 (PTX3), two activators of the complement pathway of the innate immune system, are positively associated with mortality. Machine learning identified ‘Age, RNAemia’ and ‘Age, PTX3’ as the best binary signatures associated with 28-day ICU mortality. In longitudinal comparisons, COVID-19 ICU patients have a distinct proteomic trajectory associated with mortality, with recovery of many liver-derived proteins indicating survival. Finally, proteins of the complement system and galectin-3-binding protein (LGALS3BP) are identified as interaction partners of SARS-CoV-2 spike glycoprotein. LGALS3BP overexpression inhibits spike-pseudoparticle uptake and spike-induced cell-cell fusion in vitro.<br />Here the authors use RT-qPCR and mass spectrometry to analyze longitudinal blood samples from intensive care unit (ICU) COVID-19 patients and controls. They find that viral RNA and pentraxin-3 predict 28-day ICU mortality and that galectin-3-binding protein is an interaction partner of SARS-CoV-2 spike glycoprotein with antiviral properties.

Details

Language :
English
Database :
OpenAIRE
Journal :
Gutmann, C, Takov, K, Burnap, S A, Singh, B, Ali, H, Theofilatos, K, Reed, E, Hasman, M, Nabeebaccus, A, Fish, M, McPhail, M J, O'Gallagher, K, Schmidt, L E, Cassel, C, Rienks, M, Yin, X, Auzinger, G, Napoli, S, Mujib, S F, Trovato, F, Sanderson, B, Merrick, B, Niazi, U, Saqi, M, Dimitrakopoulou, K, Fernández-Leiro, R, Braun, S, Kronstein-Wiedemann, R, Doores, K J, Edgeworth, J D, Shah, A M, Bornstein, S R, Tonn, T, Hayday, A C, Giacca, M, Shankar-Hari, M & Mayr, M 2021, ' SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care ', Nature Communications, vol. 12, no. 1, pp. 3406 . https://doi.org/10.1038/s41467-021-23494-1, Nature Communications, Gutmann, C, Takov, K, Burnap, S A, Singh, B, Ali, H, Theofilatos, K, Reed, E, Hasman, M, Nabeebaccus, A, Fish, M, McPhail, M J, O'Gallagher, K, Schmidt, L E, Cassel, C, Rienks, M, Yin, X, Auzinger, G, Napoli, S, Mujib, S F, Trovato, F, Sanderson, B, Merrick, B, Niazi, U, Saqi, M, Dimitrakopoulou, K, Fernández-Leiro, R, Braun, S, Kronstein-Wiedemann, R, Doores, K J, Edgeworth, J D, Shah, A M, Bornstein, S R, Tonn, T, Hayday, A C, Giacca, M, Shankar-Hari, M & Mayr, M 2021, ' SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care ', Nature Communications, vol. 12, no. 1, 3406 . https://doi.org/10.1038/s41467-021-23494-1, Nature Communications, Vol 12, Iss 1, Pp 1-17 (2021)
Accession number :
edsair.doi.dedup.....c9b54981bd87b0451c4c66e6cc9dea4d