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Abstract
Background
Microvascular, arterial and venous thrombotic events have been largely described during severe coronavirus disease 19 (COVID-19). However, mechanisms underlying hemostasis dysregulation remain unclear.
Methods
We explored two independent cross-sectional cohorts to identify soluble markers and gene-expression signatures that discriminated COVID-19 severity and outcomes.
Results
We found that elevated soluble (s)P-selectin at admission was associated with disease severity. Elevated sP-selectin was predictive of intubation and death (ROC AUC = 0.67, p = 0.028 and AUC = 0.74, p = 0.0047, respectively). An optimal cutoff value was predictive of intubation with 66% negative predictive value (NPV) and 61% positive predictive value (PPV), and of death with 90% NPV and 55% PPV. An unbiased gene set enrichment analysis revealed that critically ill patients had increased expression of genes related to platelet activation. Hierarchical clustering identified ITG2AB, GP1BB, PPBP and SELPLG to be upregulated in a grade-dependent manner. ROC curve analysis for the prediction of intubation was significant for SELPLG and PPBP (AUC = 0.8, p = 0.046 for both). An optimal cutoff value for PBPP was predictive of intubation with 100% NPV and 45% PPV, and for SELPLG with 100% NPV and 50% PPV.
Conclusion
We provide evidence that platelets contribute to COVID-19 severity. Plasma sP-selectin level was associated with severity and in-hospital mortality. Transcriptional analysis identified PPBP/CXCL7 and SELPLG as biomarkers for intubation. These findings provide additional evidence for platelet activation in driving critical COVID-19. Specific studies evaluating the performance of these biomarkers are required.
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1 Institut Pasteur, Translational Immunology Lab, Department of Immunology, Paris, France (GRID:grid.428999.7) (ISNI:0000 0001 2353 6535); National Reference Center for Rare Systemic Autoimmune Diseases, AP-HP, APHP.CUP, Hôpital Cochin, Department of Internal Medicine, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893)
2 Institut Pasteur, Translational Immunology Lab, Department of Immunology, Paris, France (GRID:grid.428999.7) (ISNI:0000 0001 2353 6535)
3 Université de Paris, INSERM, U970, PARCC, Paris, France (GRID:grid.508487.6) (ISNI:0000 0004 7885 7602); APHP-CUP, Emergency Department, Paris, France (GRID:grid.508487.6)
4 National Reference Center for Rare Systemic Autoimmune Diseases, AP-HP, APHP.CUP, Hôpital Cochin, Department of Internal Medicine, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893); INSERM, UMR 1163, Université de Paris, Imagine Institute Laboratory of Immunogenetics of Pediatric Autoimmune Diseases, Paris, France (GRID:grid.411784.f)
5 Innovative Therapies in Haemostasis, INSERM, Université de Paris, Paris, France (GRID:grid.411784.f); APHP-CUP, Hematology Department, Paris, France (GRID:grid.411784.f); Georges Pompidou European Hospital, Biosurgical Research Lab (Carpentier Foundation), Paris, France (GRID:grid.414093.b)
6 Innovative Therapies in Haemostasis, INSERM, Université de Paris, Paris, France (GRID:grid.414093.b); APHP-CUP, Hematology Department, Paris, France (GRID:grid.414093.b); Georges Pompidou European Hospital, Biosurgical Research Lab (Carpentier Foundation), Paris, France (GRID:grid.414093.b)
7 INSERM, UMR 1163, Université de Paris, Imagine Institute Laboratory of Immunogenetics of Pediatric Autoimmune Diseases, Paris, France (GRID:grid.414093.b)
8 Cytometry and Biomarkers UTechS, CRT, Institut Pasteur, Paris, France (GRID:grid.428999.7) (ISNI:0000 0001 2353 6535)
9 National Reference Center for Rare Systemic Autoimmune Diseases, AP-HP, APHP.CUP, Hôpital Cochin, Department of Internal Medicine, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893)
10 APHP-CUP, Hôpital Cochin, Department of Pulmonology, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893)
11 Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France (GRID:grid.508487.6) (ISNI:0000 0004 7885 7602); APHP-CUP, Hôpital Cochin, Service de Médecine Intensive and Réanimation, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893)
12 Georges Pompidou European Hospital, Biosurgical Research Lab (Carpentier Foundation), Paris, France (GRID:grid.414093.b); APHP-CUP, Université de Paris, Vascular Medicine Department, Paris, France (GRID:grid.508487.6) (ISNI:0000 0004 7885 7602)
13 APHP-CUP, Université de Paris, Vascular Medicine Department, Paris, France (GRID:grid.508487.6) (ISNI:0000 0004 7885 7602); Université de Paris, INSERM, U970, PARCC, Paris, France (GRID:grid.508487.6) (ISNI:0000 0004 7885 7602)
14 Georges Pompidou European Hospital, Biosurgical Research Lab (Carpentier Foundation), Paris, France (GRID:grid.414093.b); APHP-CUP, Hôpital Cochin, Department of Pulmonology, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893); APHP-CUP, Intensive Care Unit, Paris, France (GRID:grid.411784.f)
15 Innovative Therapies in Haemostasis, INSERM, Université de Paris, Paris, France (GRID:grid.411784.f)
16 INSERM, UMR 1163, Université de Paris, Imagine Institute Laboratory of Immunogenetics of Pediatric Autoimmune Diseases, Paris, France (GRID:grid.411784.f)
17 Institut Pasteur, Translational Immunology Lab, Department of Immunology, Paris, France (GRID:grid.428999.7) (ISNI:0000 0001 2353 6535); Cytometry and Biomarkers UTechS, CRT, Institut Pasteur, Paris, France (GRID:grid.428999.7) (ISNI:0000 0001 2353 6535)
18 Equipe Mobile d’Infectiologie, APHP-CUP, Hôpital Cochin, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893); Epidemiology and Modelling of Antibiotic Evasion (EMAE), Institut Pasteur, Paris, France (GRID:grid.428999.7) (ISNI:0000 0001 2353 6535); Université de Paris, INSERM, IAME, Université de Paris, Paris, France (GRID:grid.428999.7)
19 Innovative Therapies in Haemostasis, INSERM, Université de Paris, Paris, France (GRID:grid.428999.7); APHP-CUP, Hematology Department, Paris, France (GRID:grid.428999.7); Georges Pompidou European Hospital, Biosurgical Research Lab (Carpentier Foundation), Paris, France (GRID:grid.414093.b)
20 National Reference Center for Rare Systemic Autoimmune Diseases, AP-HP, APHP.CUP, Hôpital Cochin, Department of Internal Medicine, Paris, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893); Université de Paris, INSERM, U970, PARCC, Paris, France (GRID:grid.508487.6) (ISNI:0000 0004 7885 7602); Hôpital Cochin, Department of Internal Medicine, Paris Cedex 14, France (GRID:grid.411784.f) (ISNI:0000 0001 0274 3893)