Proteomics

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


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 was associated with higher 28-day ICU mortality (hazard ratio [HR], 1.84 [95% CI, 1.22–2.77] adjusted for age and sex). In longitudinal comparisons, COVID-19 ICU patients had a distinct proteomic trajectory associated with RNAemia and mortality. Among COVID-19-enriched proteins, galectin-3 binding protein (LGALS3BP) and proteins of the complement system were identified as interaction partners of SARS-CoV-2 spike glycoprotein. Finally, machine learning identified ‘Age, RNAemia’ and ‘Age, pentraxin-3 (PTX3)’ as the best binary signatures associated with 28-day ICU mortality.

INSTRUMENT(S): Orbitrap Fusion Lumos

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Blood Plasma, Blood Serum

DISEASE(S): Covid-19

SUBMITTER: Xiaoke Yin  

LAB HEAD: Manuel Mayr

PROVIDER: PXD024089 | Pride | 2021-04-26

REPOSITORIES: Pride

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Publications

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

Gutmann Clemens C   Takov Kaloyan K   Burnap Sean A SA   Singh Bhawana B   Ali Hashim H   Theofilatos Konstantinos K   Reed Ella E   Hasman Maria M   Nabeebaccus Adam A   Fish Matthew M   McPhail Mark Jw MJ   O'Gallagher Kevin K   Schmidt Lukas E LE   Cassel Christian C   Rienks Marieke M   Yin Xiaoke X   Auzinger Georg G   Napoli Salvatore S   Mujib Salma F SF   Trovato Francesca F   Sanderson Barnaby B   Merrick Blair B   Niazi Umar U   Saqi Mansoor M   Dimitrakopoulou Konstantina K   Fernández-Leiro Rafael R   Braun Silke S   Kronstein-Wiedemann Romy R   Doores Katie J KJ   Edgeworth Jonathan D JD   Shah Ajay M AM   Bornstein Stefan R SR   Tonn Torsten T   Hayday Adrian C AC   Giacca Mauro M   Shankar-Hari Manu M   Mayr Manuel M  

Nature communications 20210607 1


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  ...[more]

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