| Literature DB >> 34554303 |
Siddhesh Vishwakarma1, Diptee Trimbake1, Anuradha S Tripathy2, Yogesh K Gurav3, Varsha A Potdar4, Nitin D Mokashi5, Sudhir D Patsute6, Himanshu Kaushal4, Manohar L Choudhary4, Bipin N Tilekar7, Prakash Sarje1, Varsha S Dange8, Priya Abraham9.
Abstract
Currently, the world is witnessing the pandemic of COVID-19, a disease caused by the novel coronavirus SARS-CoV-2. Reported differences in clinical manifestations and outcomes in SARS-CoV-2 infection could be attributed to factors such as virus replication, infiltration of inflammatory cells, and altered cytokine production. Virus-induced aberrant and excessive cytokine production has been linked to the morbidity and mortality of several viral infections. Using a Luminex platform, we investigated plasma cytokine and chemokine levels of 27 analytes from hospitalized asymptomatic (n = 39) and mildly symptomatic (n = 35) SARS-CoV-2-infected patients (in the early phase of infection), recovered individuals (45-60 days postinfection) (n = 40), and uninfected controls (n = 36) from the city of Pune located in the state of Maharashtra in India. Levels of the pro-inflammatory cytokines IL-1β, IL-6, and TNF-α and the chemokine CXCL-10 were significantly higher, while those of the antiviral cytokines IFN-γ and IL-12 p70 were significantly lower in both asymptomatic and mildly symptomatic patients than in controls. Comparison among the patient categories revealed no difference in the levels of the cytokines/chemokines except for CXCL-10 being significantly higher and IL-17, IL-4, and VEGF being significantly lower in the mildly symptomatic patients. Interestingly, levels of all key analytes were significantly lower in recovered individuals than in those in both patient categories. Nevertheless, the level of CXCL10 was significantly higher in the recovered patients than in the controls, indicating that the immune system of SARS-CoV-2 patients may take a longer time to normalize. Our data suggest that IL-6, IL-1β, TNF-α, CXCL-10, and reduced antiviral cytokines could be used as biomarkers of SARS-CoV-2 infection.Entities:
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Year: 2021 PMID: 34554303 PMCID: PMC8459145 DOI: 10.1007/s00705-021-05247-z
Source DB: PubMed Journal: Arch Virol ISSN: 0304-8608 Impact factor: 2.574
Characteristics of the study population
| Parameter | Patient group | |||
|---|---|---|---|---|
| Asymptomatic | Mildly symptomatic | Recovered | Healthy controls | |
| Study population | ||||
| Gender ratio (male: female) | 1.05 | 2.5 | 1.35 | 2.6 |
| Median age (years), (range) | 31.5 (16–79) | 38 (15–75) | 37.5 (18–70) | 20 (18–26) |
| Post-onset days of illness (POD) | NA | 0–17 days | 45–60 daysa | NA |
NA not applicable
aRecovered from symptomatic infection
Clinical features of mildly symptomatic patients
| Parameter | Positive/total number of cases | 95% CI (range) |
|---|---|---|
| Cough | 22/35 | 63% (47–79%) |
| Fever | 21/35 | 60% (44–76%) |
| Sore throat | 13/35 | 37% (21–53%) |
| Nasal discharge | 9/35 | 26% (11–40%) |
| Breathlessness | 7/35 | 20% (7–33%) |
| Body ache | 6/35 | 17% (5–30%) |
| Headache | 1/35 | 3% (0–8%) |
| Diarrhoea | 1/35 | 3% (0-8%) |
Levels of cytokines/chemokines in patients with recent SARS-CoV-2 infection and in healthy controls
| Analytes | Asymptomatic COVID19 ( | Mild symptomatic ( | Healthy controls ( | Recovered ( | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| IL-I | 0.42 (−0.44–1.08) | NS | 0.31 (−0.44–1.17) | <0.05 | <0.05 | −0.3 (−1.09–1.52) | NS | −0.1 (−1.09–0.62) | <0.05 | <0.05 |
| IL-5 | 0.1 (0.1–1.63) | NS | 0.1 (0.1–1.53) | <0.05 | <0.05 | 1.04 (0.1–2.31) | <0.05 | 0.1 (0.1–1.80) | NS | NS |
| IL-6 | 0.17 (−0.3–1.17) | NS | 0.1 (−0.63–1.74) | 0.04 1 | 0.01 | 0.082 (−0.67–1.17) | NS | 0.1 (−0.67–0.68) | 0.016 | 0.047 |
| IL-7 | 1.0 (0.1–1.4 1) | NS | 1.0 (0.1–1.4 1) | <0.05 | <0.05 | 0.1 (0.1–1.94) | NS | 0.1 (0.1–0.81) | <0.05 | <0.05 |
| IL-9 | 2.41 (1.92–2.61) | NS | 2.36 (2.05–2.56) | <0.05 | <0.05 | 2.23 (0.68–2.37) | <0.05 | 2.03 (1.17–2.35) | <0.05 | <0.05 |
| IL-15 | 0.1 (0.1–2.58) | NS | 0.1 (0.1–2.36) | NS | NS | 0.1 (0.1–3.11) | NS | 0.1 (0.1–0.1) | NS | NS |
| IL-17 | 0.84 (0.09–1.25) | 0.023 | 0.7 (−0.2–1.46) | NS | <0.05 | 0.56 (−0.74–1.9) | <0.05 | 0.39 (−0.74–0.85) | <0.05 | <0.05 |
| TNF-α | 1.65 (1.46–1.88) | NS | 1.62 (136–1.78) | <0.05 | <0.05 | 1.32 (0.1–1.95) | NS | 1.28 (0.76–1.64) | <0.05 | <0.05 |
| IL1-RA | 2.59 (0.1–3.55) | NS | 2.65 (0.1–3.26) | <0.05 | <0.05 | 1.82 (0.1–3.32) | 0.037 | 0.1 (0.1–3.19) | <0.05 | <0.05 |
| IL-4 | 0.64 (0.08–0.95) | 0.037 | 0.5 (0.12–0.9) | <0.05 | <0.05 | 0.11 (−0.69–0.71) | NS | 0.03 (−0.45–0.65) | <0.05 | <0.05 |
| IL-10 | 0.45 (−0.48–1.15) | NS | 0.34 (−0.48–0.96) | NS | NS | 0.32 (−0.49–1.61) | <0.05 | 0.1 (0.02–0.65) | <0.05 | <0.05 |
| IL-13 | 0.41 (−0.1–0.98) | NS | 0.24 (−0.3–1.14) | <0.05 | <0.05 | −0.45 (−0.92–1.13) | 0.001 | −0.14 (−1.69–0.67) | <0.05 | <0.05 |
| IL-2 | 0.1 (0.07–0.46) | NS | 0.1 (0.07–0.1) | NS | NS | 0.1 (−0.4–1.89) | NS | 0.1 (0.1–0.37) | NS | NS |
| IFN-y | 0.52 (−0.03−1.15) | NS | 0.52 (−0.03–1.37) | 0.001 | 0.043 | 0.69 (−0.1–1.43) | <0.05 | 0.017 (−1.69–0.86) | <0.05 | <0.05 |
| IL-12 p70 | 0.1 (0.08–1.07) | NS | 0.1 (−0.27–127) | 0.005 | 0.009 | 0.34 (−1.69–1.81) | 0.007 | 0.1 (−1.69–1.01) | NS | NS |
| Eotaxin | 1.77 (1.25–2.25) | NS | 1.62 (1.27–2.08) | NS | 0.002 | 1.57 (−0.69–1.97) | <0.05 | 1.27 (0.8–1.65) | <0.05 | <0.05 |
| CCL2 | 1.6 (1.13–2.1) | NS | 1.56 (0.72–2.09) | 0.003 | 0.003 | 1.71 (0.04–2.19) | <0.05 | 1.37 (0.73–1.65) | <0.05 | <0.05 |
| CCL3 | 0.17 (−0.36–0.67) | NS | 0.17 (−0.36–0.62) | 0.004 | 0.007 | 0.46 (−1.09–1.27) | <0.05 | –0.09 (−1.09–0.26) | <0.05 | <0.05 |
| CCL 4 | 2.28 (1.83–2.46) | NS | 2.65 (1.93–2.42) | <0.05 | <0.05 | 2.15 (0.1–2.33) | <0.05 | 1.94 (1.13–2.21) | <0.05 | <0.05 |
| CCL5 | 3.61 (2.73–5.74) | NS | 3.47 (2.88–4.49) | NS | NS | 3.52 (0.86–4.02) | <0.05 | 2.87 (2.17–3.7) | <0.05 | <0.05 |
| IL-8 | 0.65 (−0.61–1.54) | NS | 0.82 (−0.26–1.6) | <0.05 | <0.05 | 1.27 (−0.52–2.03) | <0.05 | 0.05 (−0.92–1.05) | <0.05 | <0.05 |
| CXCL-10 | 2.48 (2.02–3.81) | 0.032 | 2.63 (2.16–3.61) | <0.05 | <0.05 | 1.88 (0.1–2.22) | <0.05 | 2.11 (1.69–2.65) | <0.05 | <0.05 |
| Basic FGF | 2 (0.1–1.64) | NS | 0.95 (0.1–1.81) | NS | NS | 1.18 (0.1–2.4) | <0.05 | 0.6 (0.1–1.45) | 0.013 | NS |
| G-CSF | 1.87 (1.42–238) | NS | 1.77 (133–2.17) | 0.002 | NS | 2.0 (1.39–2.61) | <0.05 | 1.48 (0.95–1.91) | <0.05 | <0.05 |
| GM-CSF | 0.1 (−0.26–0.71) | NS | 0.1 (−0.26–0.21) | NS | NS | 0.1 (−0.88–1.12) | NS | 0.1 (−0.88–1.09) | NS | NS |
| VEGF | 0.1 (0.1–2.59) | 0.023 | 0.1 (0.1–2.44) | <0.05 | <0.05 | 2.38 (1.83–2.68) | <0.05 | 0.1 (0.1–2.28) | NS | <0.05 |
| PDGF-BB | 2.78 (0.1–3.58) | NS | 2.53 (0.16–3.63) | NS | 0.004 | 2.27 (1.02–2.96) | <0.05 | 0.75 (−0.58–3.09) | <0.05 | <0.05 |
*Values for cytokines and chemokines are presented as median Log10 pg/ml (range); p-values: aasymptomatic vs. mildly symptomatic, bcontrol vs. mildly symptomatic, ccontrol vs. asymptomatic, dcontrol vs. recovered, easymptomatic vs. recovered, fmildly symptomatic vs. recovered, NS, non-significant
Fig. 1Global heat map of levels of cytokines/chemokines in SARS-CoV-2-infected patients, recovered individuals, and healthy controls
Fig. 2Comparison of concentrations of cytokines and chemokines expressed in Log10(pg/mL) in different study groups. a IL-6, b TNF-α, c CXCL-10, d IL-4, e IL-17. *p <0.05; **p < 0.005; ***p < 0.0001
Fig. 3Receiver operating characteristic (ROC) curves for IL-1β, TNF-α, CXCL-10, and IL-4, validating their applicability as biomarkers of recent infection. a ROC curve generated by comparing concentrations of TNF-α (pg/mL) in SARS-CoV-2-infected patients with their concentrations in healthy controls reveals the inefficiency of TNF-α as a biomarker (cutoff, 29.19; sensitivity, 98.65%; specificity, 83.33%), b ROC curve generated by comparing concentrations of CXCL-10 (pg/mL) in SARS-CoV-2-infected patients with their concentrations in healthy controls reveals the efficiency of CXCL-10 as a biomarker (cutoff, 124.9; sensitivity, 97.3%; specificity, 91.67%), c ROC curve generated by comparing concentrations of IL-1β (pg/mL) in SARS-CoV-2-infected patients with their concentrations in healthy controls reveals the efficiency of IL-1β as a biomarker of infection (cutoff, 0.545; sensitivity, 91.89%; specificity, 86.11%). d ROC curve generated by comparing concentrations of IL-4 (pg/mL) in SARS-CoV-2-infected patients with their concentrations in healthy controls reveals the efficiency of IL-4 as a biomarker of infection (cutoff, 1.395; sensitivity, 97.30%; specificity, 66.67%)
ROC characteristics of the cytokines TNF-α, CXCL-10, IL-1β, and IL-4 in plasma of SARS-CoV-2-infected patients and healthy controls
| Analyte | Cutoff (pg/mL) | Sensitivity (%) | Specificity (%) | AUC value | |
|---|---|---|---|---|---|
| TNF-α | 29.19 | 98.65 | 83.33 | 0.9508 | <0.0001 |
| CXCL-10 | 124.9 | 97.3 | 91.67 | 0.9917 | <0.0001 |
| IL-1β | 0.545 | 91.89 | 86.11 | 0.9202 | <0.0001 |
| IL-4 | 1.395 | 97.30 | 66.67 | 0.9336 | <0.0001 |