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.
引用
收藏
页数:16
相关论文
共 96 条
[1]   The role of hemogram parameters and C-reactive protein in predicting mortality in COVID-19 infection [J].
Acar, Ethem ;
Demir, Ahmet ;
Yildirim, Birdal ;
Kaya, Mehmet Gokhan ;
Gokcek, Kemal .
INTERNATIONAL JOURNAL OF CLINICAL PRACTICE, 2021, 75 (07)
[2]   Outcome predictors in COVID-19: An analysis of emergent systemic inflammation indices in Mexican population [J].
Adriana Gutierrez-Perez, Ilse ;
Buendia-Roldan, Ivette ;
Perez-Rubio, Gloria ;
Chavez-Galan, Leslie ;
de Jesus Hernandez-Zenteno, Rafael ;
Aguilar-Duran, Hiram ;
Fricke-Galindo, Ingrid ;
Zaragoza-Garcia, Oscar ;
Falfan-Valencia, Ramces ;
Paola Guzman-Guzman, Iris .
FRONTIERS IN MEDICINE, 2022, 9
[3]   Hemograms and serial hemogram-derived ratios in survivors and non-survivors of COVID-19 in Campinas, Brazil [J].
Alagbe, Adekunle Emmanuel ;
Pedroso, Gisele Audrei ;
de Oliveira, Beatriz Benedetti ;
da Costa, Edivilson ;
Maia, Giselia Aparecida Freire ;
Piellusch, Bruna Facanali ;
Jorge, Susan Elisabeth Domingues Costa ;
Costa, Fernando Ferreira ;
Modena, Jose Luiz Proenca ;
Schreiber, Angelica Zaninelli ;
Sonati, Maria de Fatima ;
Santos, Magnun Nueldo Nunes .
HEMATOLOGY TRANSFUSION AND CELL THERAPY, 2024, 46 (01) :14-21
[4]   Using inflammatory indices for assessing malnutrition among COVID-19 patients: A single-center retrospective study [J].
Alkhatib, Buthaina ;
Al Hourani, Huda M. ;
Al-Shami, Islam .
JOURNAL OF INFECTION AND PUBLIC HEALTH, 2022, 15 (12) :1472-1476
[5]   Systemic Inflammatory Biomarkers and Chest CT Findings as Predictors of Acute Limb Ischemia Risk, Intensive Care Unit Admission, and Mortality in COVID-19 Patients [J].
Arbanasi, Emil Marian ;
Halmaciu, Ioana ;
Kaller, Reka ;
Muresan, Adrian Vasile ;
Arbanasi, Eliza Mihaela ;
Suciu, Bogdan Andrei ;
Cosarca, Catalin Mircea ;
Cojocaru, Ioana Iulia ;
Melinte, Razvan Marian ;
Russu, Eliza .
DIAGNOSTICS, 2022, 12 (10)
[6]   Role of hemogram-derived ratios in predicting intensive care unit admission in COVID-19 patients: a multicenter study [J].
Asaduzzaman, Md ;
Bhuia, Mohammad romel ;
Alam, Zhm nazmul ;
Bari, Mohammad zabed jillul ;
Ferdousi, Tasnim .
IJID REGIONS, 2022, 3 :234-241
[7]   The triumvirate of NF-ΚB, inflammation and cytokine storm in COVID-19 [J].
Attiq, Ali ;
Yao, Lui Jin ;
Afzal, Sheryar ;
Khan, Mansoor Ali .
INTERNATIONAL IMMUNOPHARMACOLOGY, 2021, 101
[8]   GRADE guidelines: 3. Rating the quality of evidence [J].
Balshem, Howard ;
Helfand, Mark ;
Schuenemann, Holger J. ;
Oxman, Andrew D. ;
Kunz, Regina ;
Brozek, Jan ;
Vist, Gunn E. ;
Falck-Ytter, Yngve ;
Meerpohl, Joerg ;
Norris, Susan ;
Guyatt, Gordon H. .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2011, 64 (04) :401-406
[9]   OPERATING CHARACTERISTICS OF A BANK CORRELATION TEST FOR PUBLICATION BIAS [J].
BEGG, CB ;
MAZUMDAR, M .
BIOMETRICS, 1994, 50 (04) :1088-1101
[10]  
Cakirca Gokhan, 2023, J Coll Physicians Surg Pak, V33, P112, DOI 10.29271/jcpsp.2023.01.112