Serial measurement of cytokines strongly predict COVID-19 outcome.
Aged
Aged, 80 and over
COVID-19
/ blood
Chemokine CCL2
/ blood
Chemokine CXCL10
/ blood
Cytokines
/ blood
Enzyme-Linked Immunosorbent Assay
Female
Granulocyte Colony-Stimulating Factor
/ blood
Humans
Interleukin-10
/ blood
Interleukin-15
/ blood
Interleukin-27
/ blood
Interleukin-6
/ blood
Interleukin-7
/ blood
Male
Middle Aged
Predictive Value of Tests
Prospective Studies
Treatment Outcome
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2021
2021
Historique:
received:
28
05
2021
accepted:
12
11
2021
entrez:
2
12
2021
pubmed:
3
12
2021
medline:
15
12
2021
Statut:
epublish
Résumé
Cytokines are major mediators of COVID-19 pathogenesis and several of them are already being regarded as predictive markers for the clinical course and outcome of COVID-19 cases. A major pitfall of many COVID-19 cytokine studies is the lack of a benchmark sampling timing. Since cytokines and their relative change during an infectious disease course is quite dynamic, we evaluated the predictive value of serially measured cytokines for COVID-19 cases. In this single-center, prospective study, a broad spectrum of cytokines were determined by multiplex ELISA assay in samples collected at admission and at the third day of hospitalization. Appropriateness of cytokine levels in predicting mortality were assessed by receiver-operating characteristic (ROC) analyses for both sampling times in paralel to conventional biomarkers. At both sampling points, higher levels of IL-6, IL-7, IL-10, IL-15, IL-27 IP-10, MCP-1, and GCSF were found to be more predictive for mortality (p<0.05). Some of these cytokines, such as IL-6, IL-10, IL-7 and GCSF, had higher sensitivity and specificity in predicting mortality. AUC values of IL-6, IL-10, IL-7 and GCSF were 0.85 (0.65 to 0.92), 0.88 (0.73 to 0.96), 0.80 (0.63 to 0.91) and 0.86 (0.70 to 0.95), respectively at hospital admission. Compared to hospital admission, on the 3rd day of hospitalization serum levels of IL-6 and, IL-10 decreased significantly in the survivor group, unlike the non-survivor group (IL-6, p = 0.015, and IL-10, p = 0.016). Our study results suggest that single-sample-based cytokine analyzes can be misleading and that cytokine levels measured serially at different sampling times provide a more precise and accurate estimate for the outcome of COVID-19 patients.
Identifiants
pubmed: 34855834
doi: 10.1371/journal.pone.0260623
pii: PONE-D-21-17711
pmc: PMC8639000
doi:
Substances chimiques
CCL2 protein, human
0
Chemokine CCL2
0
Chemokine CXCL10
0
Cytokines
0
Interleukin-15
0
Interleukin-27
0
Interleukin-6
0
Interleukin-7
0
Interleukin-10
130068-27-8
Granulocyte Colony-Stimulating Factor
143011-72-7
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0260623Commentaires et corrections
Type : ErratumIn
Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
Cell Death Dis. 2020 Nov 6;11(11):957
pubmed: 33159040
Cell. 2008 Jan 25;132(2):324, 324.e1
pubmed: 18243106
Int J Inflam. 2017;2017:4309485
pubmed: 28487810
Clin Infect Dis. 2020 Jul 28;71(15):762-768
pubmed: 32161940
J Infect. 2020 Nov;81(5):816-846
pubmed: 32619697
Life Sci. 2020 Oct 1;258:118167
pubmed: 32735885
Medicine (Baltimore). 2020 Nov 20;99(47):e23315
pubmed: 33217868
JCI Insight. 2020 Sep 3;5(17):
pubmed: 32706339
J Clin Immunol. 2021 Jan;41(1):11-22
pubmed: 33128665
Immunol Rev. 2008 Dec;226:205-18
pubmed: 19161426
Biochim Biophys Acta. 2011 May;1813(5):878-88
pubmed: 21296109
J Allergy Clin Immunol. 2020 Jul;146(1):119-127.e4
pubmed: 32360286
J Med Virol. 2021 Jan;93(1):35-37
pubmed: 32470146
Cell. 2020 May 28;181(5):1036-1045.e9
pubmed: 32416070
EBioMedicine. 2020 May;55:102763
pubmed: 32361250
BMC Infect Dis. 2021 Feb 8;21(1):156
pubmed: 33557779
Cytokine. 2021 Jan;137:155323
pubmed: 33045526
Eur Cytokine Netw. 2020 Jun 1;31(2):44-49
pubmed: 32933891
Eur J Clin Invest. 2021 Jan;51(1):e13429
pubmed: 33058143
Cytokine Growth Factor Rev. 2020 Aug;54:62-75
pubmed: 32513566
J Infect Dis. 2020 Aug 4;222(5):746-754
pubmed: 32563194
J Allergy Clin Immunol. 2021 Jan;147(1):72-80.e8
pubmed: 33010257
Nat Med. 2020 Oct;26(10):1636-1643
pubmed: 32839624