Systemic inflammation index, disease severity, and mortality in patients with COVID-19: a systematic review and meta-analysis

被引:23
作者
Mangoni, Arduino A. A. [1 ,2 ]
Zinellu, Angelo [3 ]
机构
[1] Flinders Univ S Australia, Coll Med & Publ Hlth, Discipline Clin Pharmacol, Adelaide, SA, Australia
[2] Southern Adelaide Local Hlth Network, Flinders Med Ctr, Dept Clin Pharmacol, Adelaide, SA, Australia
[3] Univ Sassari, Dept Biomed Sci, Sassari, Italy
关键词
systemic inflammation index; risk stratification; COVID-19; disease severity; mortality; biomarkers; inflammation; DIAGNOSTIC-TEST ACCURACY; NONINVASIVE BIOMARKER; PUBLICATION BIAS; HEMOGRAM; CANCER;
D O I
10.3389/fimmu.2023.1212998
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Introduction An excessive systemic pro-inflammatory state increases the risk of severe disease and mortality in patients with coronavirus disease 2019 (COVID-19). However, there is uncertainty regarding whether specific biomarkers of inflammation can enhance risk stratification in this group. We conducted a systematic review and meta-analysis to investigate an emerging biomarker of systemic inflammation derived from routine hematological parameters, the systemic inflammation index (SII), in COVID-19 patients with different disease severity and survival status.Methods A systematic literature search was conducted in PubMed, Web of Science, and Scopus, between the 1(st) of December 2019 and the 15(th) of March 2023. Risk of bias and certainty of evidence were assessed using the Joanna Briggs Institute Critical Appraisal Checklist and the Grades of Recommendation, Assessment, Development and Evaluation, respectively (PROSPERO registration number: CRD42023420517).Results In 39 studies, patients with a severe disease or non-survivor status had significantly higher SII values on admission compared to patients with a non-severe disease or survivor status (standard mean difference (SMD)=0.91, 95% CI 0.75 to 1.06, p<0.001; moderate certainty of evidence). The SII was also significantly associated with the risk of severe disease or death in 10 studies reporting odds ratios (1.007, 95% CI 1.001 to 1.014, p=0.032; very low certainty of evidence) and in six studies reporting hazard ratios (1.99, 95% CI 1.01 to 3.92, p=0.047; very low certainty of evidence). Pooled sensitivity, specificity, and area under the curve for severe disease or mortality were 0.71 (95% CI 0.67 to 0.75), 0.71 (95% CI 0.64 to 0.77), and 0.77 (95% CI 0.73 to 0.80), respectively. In meta-regression, significant correlations were observed between the SMD and albumin, lactate dehydrogenase, creatinine, and D-dimer.Discussion Our systematic review and meta-analysis has shown that the SII on admission is significantly associated with severe disease and mortality in patients with COVID-19. Therefore, this inflammatory biomarker derived from routine haematological parameters can be helpful for early risk stratification in this group.
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页数:16
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[91]   Serum hydroxybutyrate dehydrogenase and COVID-19 severity and mortality: a systematic review and meta-analysis with meta-regression [J].
Zinellu, Angelo ;
Paliogiannis, Panagiotis ;
Carru, Ciriaco ;
Mangoni, Arduino A. .
CLINICAL AND EXPERIMENTAL MEDICINE, 2022, 22 (04) :499-508
[92]   The Systemic Inflammation Index on admission is independently associated with length of stay in hospitalized COVID-19 patients [J].
Zinellu, Angelo ;
Scano, Valentina ;
Masotto, Elena ;
De Riu, Giacomo ;
Vaira, Luigi A. ;
Carru, Ciriaco ;
Pirina, Pietro ;
Babudieri, Sergio ;
Mangoni, Arduino A. ;
Fois, Alessandro G. .
MINERVA RESPIRATORY MEDICINE, 2021, 60 (03) :65-72
[93]   INR and COVID-19 severity and mortality: A systematic review with meta-analysis and meta-regression [J].
Zinellu, Angelo ;
Paliogiannis, Panagiotis ;
Carru, Ciriaco ;
Mangoni, Arduino A. .
ADVANCES IN MEDICAL SCIENCES, 2021, 66 (02) :372-380
[94]   Serum Complement C3 and C4 and COVID-19 Severity and Mortality: A Systematic Review and Meta-Analysis With Meta-Regression [J].
Zinellu, Angelo ;
Mangoni, Arduino A. .
FRONTIERS IN IMMUNOLOGY, 2021, 12
[95]   Serum amyloid A concentrations, COVID-19 severity and mortality: An updated systematic review and meta-analysis [J].
Zinellu, Angelo ;
Paliogiannis, Panagiotis ;
Carru, Ciriaco ;
Mangoni, Arduino A. .
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2021, 105 :668-674
[96]   Serum Prealbumin Concentrations, COVID-19 Severity, and Mortality: A Systematic Review and Meta-Analysis [J].
Zinellu, Angelo ;
Mangoni, Arduino A. .
FRONTIERS IN MEDICINE, 2021, 8