Journal of Primeasia

Integrative Disciplinary Research | Online ISSN 3064-9870 | Print ISSN 3069-4353
383
Citations
128.3k
Views
115
Articles
Your new experience awaits. Try the new design now and help us make it even better
Switch to the new experience
Figures and Tables
RESEARCH ARTICLE   (Open Access)

Assessing the Predictive Accuracy of IL-6, CRP, PCT, and D-Dimer for Mortality in COVID-19 ICU Patients

Kaniz Bari Fatima1*, Md Tahsin Salam2, Md Abdur Rahman Biswash3, Md Sohel Rana4, Shib Shankar Das5, Moazzam Hossian6, Md Samiul Bashir7, Najnatul Farzana Sikder8, Humayun Rashid Shahin9, Ramjan Ali10, Nazir Uddin11

+ Author Affiliations

Journal of Primeasia 5 (1) 1-8 https://doi.org/10.25163/primeasia.519917

Submitted: 22 April 2024 Revised: 14 July 2024  Published: 17 July 2024 


5703.jpg?638715431327177291

Abstract

Background: The COVID-19 pandemic has significantly impacted healthcare systems worldwide, particularly in intensive care units (ICUs) where mortality remains high. Biomarkers such as interleukin-6 (IL-6), C-reactive protein (CRP), procalcitonin (PCT), and D-dimer have been explored as predictors of disease severity and mortality in critically ill COVID-19 patients.

Methods: This retrospective cohort study evaluated 325 COVID-19 ICU patients at IBN Sina Diagnostic Imaging Center, Dhaka, from September 2020 to December 2021. Serum levels of IL-6, CRP, PCT, and D-dimer were measured upon ICU admission. Mortality outcomes were recorded, and logistic regression models were used to assess the relationship between elevated biomarker levels and mortality. The predictive value of each biomarker was evaluated using receiver operating characteristic (ROC) curves.

Results: Elevated IL-6 (≥30 pg/mL), CRP (≥100 mg/L), PCT (≥0.5 ng/mL), and D-dimer (≥1 µg/mL) were significantly associated with higher mortality (p<0.05). The cumulative mortality rate was 45.2%, with IL-6, CRP, PCT, and D-dimer showing odds ratios of 2.8, 2.1, and 3.2, respectively, for mortality risk. The combination of all four biomarkers  yielded an area under the curve (AUC) of 0.87, indicating high predictive accuracy.

Conclusion: IL-6, CRP, PCT, and D-dimer levels serve as important prognostic markers for mortality in critically ill COVID-19 patients. The combination of these biomarkers improves predictive accuracy, helping guide clinical decisions and optimize patient care in ICU settings.

Keywords: IL-6, CRP, PCT, D-dimer, COVID-19, mortality prediction, ICU

References


Ahnach, M., Zbiri, S., Nejjari, S., Ousti, F., & Elkettani, C. (2020). C-reactive protein as an early predictor of COVID-19 severity. Journal of medical biochemistry, 39(4), 500.

Akter, J., Bari, K. F., Salam, M. T., Banik, P. C., Khan, M. S. S., & Sunny, A. R. Significance of Serum Biomarkers in Early Diagnosis of Hepatocellular Carcinoma in Patient with Fisher Groups.

Alam, J. M., Sardar, A., Amin, M., Mahmood, S. K., & Sultana, I. (2021). Comparative precision and regression analyses of Ferritin with inflammatory biomarkers (PCT, IL-6, D-Dimer, LDH, CRP) from SARS-Covid 19 patients. Chemistry Research Journal, 34(5), 62-67.

Atallah, N. J., Warren, H. M., Roberts, M. B., Elshaboury, R. H., Bidell, M. R., Gandhi, R. G., ... & Mansour, M. K. (2022). Baseline procalcitonin as a predictor of bacterial infection and clinical outcomes in COVID-19: A case-control study. PLoS One, 17(1), e0262342.

Aziz, M., Fatima, R., & Assaly, R. (2020). Elevated interleukin-6 and severe COVID-19: a meta-analysis. Journal of medical virology, 92(11), 2283.

Begum, M. M. M. (2024). Hepatocellular Carcinoma in a 55-Year-Old with Chronic Hepatitis B: A Case Report on Diagnosis and Management. Asia Pacific Journal of Cancer Research, 1(1), 32-35.

Biswas, B., Chowdhury, A. S., Akter, S., Fatema, K., Reem, C. S. A., Tuhin, E., & Hasan, H. (2024). Knowledge and attitude about COVID-19 and importance of diet: A cross-sectional study among Bangladeshi people. Bangladesh Journal of Food and Nutrition, 1(1), 04-12.

Chen, F., Sun, W., Sun, S., Li, Z., Wang, Z., & Yu, L. (2020). Clinical characteristics and risk factors for mortality among inpatients with COVID-19 in Wuhan, China. Clinical and translational medicine, 10(2).

Coomes, E. A., & Haghbayan, H. (2020). Interleukin-6 in COVID-19: a systematic review and meta-analysis. Reviews in medical virology, 30(6), 1-9.

Hariyanto, T. I., Japar, K. V., Kwenandar, F., Damay, V., Siregar, J. I., Lugito, N. P. H., ... & Kurniawan, A. (2021). Inflammatory and hematologic markers as predictors of severe outcomes in COVID-19 infection: A systematic review and meta-analysis. The American journal of emergency medicine, 41, 110-119.

Heidari-Beni, F., Vahedian-Azimi, A., Shojaei, S., Rahimi-Bashar, F., Shahriary, A., Johnston, T. P., & Sahebkar, A. (2021). The level of procalcitonin in severe COVID-19 patients: a systematic review and meta-analysis. Clinical, Biological and Molecular Aspects of COVID-19, 277-286.

Jones, S. A., & Hunter, C. A. (2021). Is IL-6 a key cytokine target for therapy in COVID-19?. Nature Reviews Immunology, 21(6), 337-339.

Kar, A., Rashid, M. H. O., Sunny, A. R., Raposo, A., Islam, M. S., Hussain, M. A., ... & Rahman, M. M. (2024). Diagnostic Efficacy of Tumor Biomarkers AFP, CA19-9, and CEA in Hepatocellular Carcinoma Patients. Journal of Angiotherapy, 8(4), 9513.

Liu, J., Zhang, S., Wu, Z., Shang, Y., Dong, X., Li, G., ... & Chen, D. (2020). Clinical outcomes of COVID-19 in Wuhan, China: a large cohort study. Annals of intensive care, 10, 1-21.

Md. Tahsin Salam, Kaniz Fatima Bari et al. (2024). Emergence of Antibiotic-Resistant Infections in ICU Patients, Journal of Angiotherapy, 8(5), 1-9, 9560

Md. Tahsin Salam, Kaniz Fatima Bari, Tufael, Atiqur Rahman Sunny, Hasibul Hasan. (2024). Relationship of Troponin I in Septic Patients Without Cardiac Disease, Journal of Primeasia,5(1), 1-8, 9733

Mojtabavi, H., Saghazadeh, A., & Rezaei, N. (2020). Interleukin-6 and severe COVID-19: a systematic review and meta-analysis. European Cytokine Network, 31, 44-49.

Pál, K., Molnar, A. A., Hu?anu, A., Szederjesi, J., Branea, I., Timár, Á., & Dobreanu, M. (2022). Inflammatory biomarkers associated with in-hospital mortality in critical COVID-19 patients. International Journal of Molecular Sciences, 23(18), 10423.

Ponti, G., Maccaferri, M., Ruini, C., Tomasi, A., & Ozben, T. (2020). Biomarkers associated with COVID-19 disease progression. Critical reviews in clinical laboratory sciences, 57(6), 389-399.

Potere, N., Batticciotto, A., Vecchié, A., Porreca, E., Cappelli, A., Abbate, A., ... & Bonaventura, A. (2021). The role of IL-6 and IL-6 blockade in COVID-19. Expert review of clinical immunology, 17(6), 601-618.

Sadeghi-Haddad-Zavareh, M., Bayani, M., Shokri, M., Ebrahimpour, S., Babazadeh, A., Mehraeen, R., ... & Javanian, M. (2021). C-reactive protein as a prognostic indicator in COVID-19 patients. Interdisciplinary perspectives on infectious diseases, 2021(1), 5557582.

Sahu, B. R., Kampa, R. K., Padhi, A., & Panda, A. K. (2020). C-reactive protein: a promising biomarker for poor prognosis in COVID-19 infection. Clinica chimica acta, 509, 91-94.

Scherger, S., Henao-Martínez, A., Franco-Paredes, C., & Shapiro, L. (2020). Rethinking interleukin-6 blockade for treatment of COVID-19. Medical hypotheses, 144, 110053.

Soraya, G. V., & Ulhaq, Z. S. (2020). Crucial laboratory parameters in COVID-19 diagnosis and prognosis: An updated meta-analysis. Medicina clinica, 155(4), 143-151.

Surendra, H., Elyazar, I. R., Djaafara, B. A., Ekawati, L. L., Saraswati, K., Adrian, V., ... & Hamers, R. L. (2021). Clinical characteristics and mortality associated with COVID-19 in Jakarta, Indonesia: A hospital-based retrospective cohort study. The Lancet Regional Health–Western Pacific, 9.

Tharmarajah, E., Buazon, A., Patel, V., Hannah, J. R., Adas, M., Allen, V. B., ... & Galloway, J. B. (2021). IL-6 inhibition in the treatment of COVID-19: a meta-analysis and meta-regression. Journal of Infection, 82(5), 178-185.

Tharmarajah, E., Buazon, A., Patel, V., Hannah, J. R., Adas, M., Allen, V. B., ... & Galloway, J. B. (2021). IL-6 inhibition in the treatment of COVID-19: a meta-analysis and meta-regression. Journal of Infection, 82(5), 178-185.

Tufael, Auditi Kar, Vijay Jagdish Upadhye et al., (2024). Serum Biomarkers' Significance and Gender-Specific Hepatocellular Carcinoma Insights of Fishers Patient in Bangladesh, Journal of Angiotherapy, 8(1), 1-9, 9440

Tufael, M. M. R. (2024). Combined Biomarkers for Early Diagnosis of Hepatocellular Carcinoma. Journal of Angiotherapy, 8(5), 1-12.

Tufael, Md Sohel Rana et al. (2023). Impact and Challenges of Digital Marketing in Health Care During the COVID-19 Pandemic, Journal of Primeasia, 4(1), 1-4, 9756

Ullah, M. A. H., Rana, M. S., & Hossain, M. B. Assessment of Lipid Profile in Hepatocellular Carcinoma Patients: A Prospective Study in Bangladesh. Age, 18, 65.

Wang, G., Wu, C., Zhang, Q., Wu, F., Yu, B., Lv, J., ... & Zhong, Y. (2020, May). C-reactive protein level may predict the risk of COVID-19 aggravation. In Open forum infectious diseases (Vol. 7, No. 5, p. ofaa153). US: Oxford University Press.

Xie, J., Wu, W., Li, S., Hu, Y., Hu, M., Li, J., ... & Du, B. (2020). Clinical characteristics and outcomes of critically ill patients with novel coronavirus infectious disease (COVID-19) in China: a retrospective multicenter study. Intensive care medicine, 46, 1863-1872.

Zhou, F., Yu, T., Du, R., Fan, G., Liu, Y., Liu, Z., ... & Cao, B. (2020). Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. The lancet, 395(10229), 1054-1062.

Zhu, J., Pang, J., Ji, P., Zhong, Z., Li, H., Li, B., & Zhang, J. (2021). Elevated interleukin-6 is associated with severity of COVID-19: a meta-analysis. Journal of medical virology, 93(1), 35.


Article metrics
View details
1
Downloads
0
Citations
1343
Views
📖 Cite article

View Dimensions


View Plumx


View Altmetric



1
Save
0
Citation
1343
View
0
Share