Correlation of Biochemical Markers with Chest CT Severity Index and Oxygen Saturation in Moderate to Severe COVID-19 Patients: A cross-sectional study

Authors

DOI:

https://doi.org/10.55489/njmr.140420241018

Keywords:

COVID-19, neutrophil/lymphocyte ratio, Fibrinogen, D-dimer, CT Severity Index

Abstract

Introduction: COVID-19, a global pandemic, has been linked to biochemical parameters such as Erythrocyte Sedimentation Rate (ESR), C-Reactive Protein (CRP), Total Leucocyte Count (TLC), Neutrophil/Lymphocyte Ratio (NLR), Lactate Dehydrogenase (LDH), and liver function tests, which correlate with disease severity. Prothrombotic markers like D-Dimer and Fibrinogen levels, along with the CT Severity Index (CTSI) indicating lung involvement, are associated with clinical worsening. This study aims to observe biochemical and chest radiological profiles in moderate to severe COVID-19 patients and explore any correlations between them.

Methodology: A hospital-based cross-sectional observational study was conducted at a Medical College and Hospital in Kolkata, involving 80 symptomatic COVID-19 patients with SpO₂ ≤94%. Patients with liver, kidney, chronic inflammatory diseases, COPD, malignancy, or asthma were excluded.

Results: Out of 80 patients, 29 had moderate and 51 had severe illness. Statistically significant differences were observed in TLC, ESR, CRP, AST, ALT, A:G ratio, LDH, Fibrinogen, and D-Dimer between moderate and severe cases. The CTSI correlated significantly with TLC, NLR, CRP, AST, ALT, A:G ratio, LDH, Fibrinogen, and D-Dimer. CTSI values also differed significantly between moderate and severe COVID-19 cases.

Conclusion: Biochemical markers such as ESR, TLC, CRP, liver enzymes, LDH, D-Dimer, and Fibrinogen can help predict disease severity. These markers also correlate with radiological severity in COVID-19.

References

Cascella M, Rajnik M, Aleem A, Dulebohn SC, Di Napoli R. Features, evaluation, and treatment of coronavirus (COVID-19). Statpearls [internet]. 2022 Feb 5.

Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, Zhang L, Fan G, Xu J, Gu X, Cheng Z. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. The lancet. 2020 Feb 15;395(10223):497-506. Doi: https://doi.org/10.1016/S0140-6736(20)30183-5 DOI: https://doi.org/10.1016/S0140-6736(20)30183-5

Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, Qiu Y, Wang J, Liu Y, Wei Y, Yu T. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study. The lancet. 2020 Feb 15;395(10223):507-13. Doi: https://doi.org/10.1016/S0140-6736(20)30211-7 DOI: https://doi.org/10.1016/S0140-6736(20)30211-7

Velavan TP, Meyer CG. Mild versus severe COVID-19: laboratory markers. International Journal of Infectious Diseases. 2020 Jun 1;95:304-7. Doi: https://doi.org/10.1016/j.ijid.2020.04.061 DOI: https://doi.org/10.1016/j.ijid.2020.04.061

Elshazli RM, Toraih EA, Elgaml A, El-Mowafy M, El-Mesery M, Amin MN, Hussein MH, Killackey MT, Fawzy MS, Kandil E. Diagnostic and prognostic value of hematological and immunological markers in COVID-19 infection: A meta-analysis of 6320 patients. PloS one. 2020 Aug 21;15(8):e0238160. Doi: https://doi.org/10.1371/journal.pone.0238160 DOI: https://doi.org/10.1371/journal.pone.0238160

Stringer D, Braude P, Myint PK, Evans L, Collins JT, Verduri A, Quinn TJ, Vilches-Moraga A, Stechman MJ, Pearce L, Moug S. The role of C-reactive protein as a prognostic marker in COVID-19. International journal of epidemiology. 2021 Apr;50(2):420-9. Doi: https://doi.org/10.1093/ije/dyab012 DOI: https://doi.org/10.1093/ije/dyab012

Tian W, Jiang W, Yao J, Nicholson CJ, Li RH, Sigurslid HH, Wooster L, Rotter JI, Guo X, Malhotra R. Predictors of mortality in hospitalized COVID‐19 patients: a systematic review and meta‐analysis. Journal of medical virology. 2020 Oct;92(10):1875-83. Doi: https://doi.org/10.1002/jmv.26050 DOI: https://doi.org/10.1002/jmv.26050

Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, Xiang J, Wang Y, Song B, Gu X, Guan L. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. The lancet. 2020 Mar 28;395(10229):1054-62. Doi: https://doi.org/10.1016/S0140-6736(20)30566-3 DOI: https://doi.org/10.1016/S0140-6736(20)30566-3

Yao Y, Cao J, Wang Q, Shi Q, Liu K, Luo Z, Chen X, Chen S, Yu K, Huang Z, Hu B. D-dimer as a biomarker for disease severity and mortality in COVID-19 patients: a case control study. J Intensive Care. 2020; 8: 49. Doi: https://doi.org/10.1186/s40560-020-00466-z DOI: https://doi.org/10.1186/s40560-020-00466-z

Yu HH, Qin C, Chen M, Wang W, Tian DS. D-dimer level is associated with the severity of COVID-19. Thrombosis research. 2020 Nov 1;195:219-25. Doi: https://doi.org/10.1016/j.thromres.2020.07.047 DOI: https://doi.org/10.1016/j.thromres.2020.07.047

Dubey DB, Mishra S, Reddy HD, Rizvi A, Ali W. Hematological and serum biochemistry parameters as a prognostic indicator of severally ill versus mild Covid-19 patients: A study from tertiary hospital in North India. Clinical Epidemiology and Global Health. 2021 Oct 1;12:100806. Doi: https://doi.org/10.1016/j.cegh.2021.100806 DOI: https://doi.org/10.1016/j.cegh.2021.100806

Singh AK, Pandey J, Adhikari IP, Gaur V, Kumar A, Prakash S, Tiwari R. Assessment of severity and outcome of COVID-19 Cases by haematological and biochemical markers at tertiary care centre in India. Journal of Advances in Medicine and Medical Research. 2020;32(23):196-207. Doi: https://doi.org/10.9734/jammr/2020/v32i2330735 DOI: https://doi.org/10.9734/jammr/2020/v32i2330735

Wen Z, Chi Y, Zhang L, Liu H, Du K, Li Z, Chen J, Cheng L, Wang D. Coronavirus disease 2019: initial detection on chest CT in a retrospective multicenter study of 103 Chinese patients. Radiology: Cardiothoracic Imaging. 2020 Apr;2(2). Doi: https://doi.org/10.1148/ryct.2020200092 DOI: https://doi.org/10.1148/ryct.2020200092

Caruso D, Zerunian M, Polici M, Pucciarelli F, Polidori T, Rucci C, Guido G, Bracci B, De Dominicis C, Laghi A. Chest CT features of COVID-19 in Rome, Italy. Radiology. 2020 Aug 1. Doi: https://doi.org/10.1148/radiol.2020201237 DOI: https://doi.org/10.1148/radiol.2020201237

Long C, Xu H, Shen Q, Zhang X, Fan B, Wang C, Zeng B, Li Z, Li X, Li H. Diagnosis of the Coronavirus disease (COVID-19): rRT-PCR or CT. European journal of radiology. 2020 May 1;126:108961. Doi: https://doi.org/10.1016/j.ejrad.2020.108961 DOI: https://doi.org/10.1016/j.ejrad.2020.108961

Government of India Ministry of Health and Family Welfare Directorate General of Health Services (GOI MoHFW). Clinical Management Protocol: COVID-19: May, 2020.

NAG A, GHOSH S, PAL A, SAHA A, MANDAL SK. Clinical and Biochemical Profile of COVID-19 Patients Admitted in a Tertiary Care Hospital of Kolkata. Journal of Clinical & Diagnostic Research. 2021 Feb 1;15(2). Doi: https://doi.org/10.7860/JCDR/2021/46885.14491 DOI: https://doi.org/10.7860/JCDR/2021/46885.14491

Yang AP, Liu JP, Tao WQ, Li HM. The diagnostic and predictive role of NLR, d-NLR and PLR in COVID-19 patients. International immunopharmacology. 2020 Jul 1;84:106504. Doi: https://doi.org/10.1016/j.intimp.2020.106504 DOI: https://doi.org/10.1016/j.intimp.2020.106504

Soylu K, Gedikli Ö, Ekşi A, Avcıoğlu Y, Soylu Aİ, Yüksel S, Aksan G, Gülel O, Yılmaz Ö. Neutrophil-to-lymphocyte ratio for the assessment of hospital mortality in patients with acute pulmonary embolism. Archives of Medical Science. 2016 Feb 1;12(1):95-100. Doi: https://doi.org/10.5114/aoms.2016.57585 DOI: https://doi.org/10.5114/aoms.2016.57585

Bangash MN, Patel J, Parekh D. COVID-19 and the liver: little cause for concern. The lancet Gastroenterology & hepatology. 2020 Jun 1;5(6):529-30. Doi: https://doi.org/10.1016/S2468-1253(20)30084-4 DOI: https://doi.org/10.1016/S2468-1253(20)30084-4

Kompaniyets L, Goodman AB, Belay B, Freedman DS, Sucosky MS, Lange SJ, Gundlapalli AV, Boehmer TK, Blanck HM. Body mass index and risk for COVID-19-related hospitalization, intensive care unit admission, invasive mechanical ventilation, and death-United States, March-December 2020. Morbidity and Mortality Weekly Report. 2021 Mar 12;70(10):355. Doi: https://doi.org/10.15585/mmwr.mm7010e4 DOI: https://doi.org/10.15585/mmwr.mm7010e4

Paliogiannis P, Mangoni AA, Cangemi M, Fois AG, Carru C, Zinellu A. Serum albumin concentrations are associated with disease severity and outcomes in coronavirus 19 disease (COVID-19): a systematic review and meta-analysis. Clinical and Experimental Medicine. 2021 Aug;21(3):343-54. Doi: https://doi.org/10.1007/s10238-021-00686-z DOI: https://doi.org/10.1007/s10238-021-00686-z

Zhang Y, Wang L, Lin S, Wang R. Preoperative albumin-to-globulin ratio as a significant prognostic indicator in urologic cancers: a meta-analysis. Cancer Management and Research. 2018;10:4695. Doi: https://doi.org/10.2147/CMAR.S178271 DOI: https://doi.org/10.2147/CMAR.S178271

Martinez-Outschoorn UE, Prisco M, Ertel A, Tsirigos A, Lin Z, Pavlides S, Wang C, Flomenberg N, Knudsen ES, Howell A, Pestell RG. Ketones and lactate increase cancer cell "stemness," driving recurrence, metastasis and poor clinical outcome in breast cancer: achieving personalized medicine via Metabolo-Genomics. Cell cycle. 2011 Apr 15;10(8):1271-86. Doi: https://doi.org/10.4161/cc.10.8.15330 DOI: https://doi.org/10.4161/cc.10.8.15330

Zhang Y, Zheng L, Liu L, Zhao M, Xiao J, Zhao Q. Liver impairment in COVID‐19 patients: A retrospective analysis of 115 cases from a single centre in Wuhan city, China. Liver international. 2020 Sep;40(9):2095-103. Doi: https://doi.org/10.1111/liv.14455 DOI: https://doi.org/10.1111/liv.14455

Fan Z, Chen L, Li J, Cheng X, Yang J, Tian C, Zhang Y, Huang S, Liu Z, Cheng J. Clinical features of COVID-19-related liver functional abnormality. Clinical Gastroenterology and Hepatology. 2020 Jun 1;18(7):1561-6. Doi: https://doi.org/10.1016/j.cgh.2020.04.002 DOI: https://doi.org/10.1016/j.cgh.2020.04.002

Ranucci M, Ballotta A, Di Dedda U, Baryshnikova E, Dei Poli M, Resta M, Falco M, Albano G, Menicanti L. The procoagulant pattern of patients with COVID‐19 acute respiratory distress syndrome. Journal of Thrombosis and Haemostasis. 2020 Jul;18(7):1747-51. Doi: https://doi.org/10.1111/jth.14854 DOI: https://doi.org/10.1111/jth.14854

Wang Y, Dong C, Hu Y, Li C, Ren Q, Zhang X, Shi H, Zhou M. Temporal changes of CT findings in 90 patients with COVID-19 pneumonia: a longitudinal study. Radiology. 2020 Mar 19. Doi: https://doi.org/10.1148/radiol.2020200843 DOI: https://doi.org/10.1148/radiol.2020200843

Ye Z, Zhang Y, Wang Y, Huang Z, Song B. Chest CT manifestations of new coronavirus disease 2019 (COVID-19): a pictorial review. European radiology. 2020 Aug;30(8):4381-9. Doi: https://doi.org/10.1007/s00330-020-06801-0 DOI: https://doi.org/10.1007/s00330-020-06801-0

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Published

2024-10-01

How to Cite

Panja, S., Mandal, S. K., & Debbarma, B. (2024). Correlation of Biochemical Markers with Chest CT Severity Index and Oxygen Saturation in Moderate to Severe COVID-19 Patients: A cross-sectional study. National Journal of Medical Research, 14(04), 109–115. https://doi.org/10.55489/njmr.140420241018

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Original Research Articles

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