ICJEM

The Intercontinental Journal of Emergency Medicine aims to publish issues related to all fields of emergency medicine and all specialties involved in the management of emergencies in the hospital and prehospital environment of the highest scientific and clinical value at an international level and accepts articles on these topics.

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Original Article
Retrospective evaluation of the inflammatory response in patients diagnosed with COVID-19 based on hematological and biochemical parameters
Aims: This study aimed to compare the demographic characteristics, clinical symptoms, comorbidities, and hematological, biochemical, and inflammatory parameters of individuals with COVID-19 positivity with those of a healthy control group. Additionally, the relationship between the systemic inflammatory index (SII) and the disease, the interaction between symptom presence and hematological variables, the association of thoracic computed tomography (CT) findings with clinical and laboratory parameters, and the effect of applied treatment protocols on length of hospital stay were evaluated.
Methods: This retrospective, observational study included a total of 286 individuals aged 18–80 years who presented to Yozgat City Hospital between January 1, 2020, and January 1, 2021. The study group consisted of 143 patients diagnosed with COVID-19 based on RT-PCR positivity, while the control group included 143 healthy individuals with negative RT-PCR results and no known comorbid diseases. Demographic data and hematological, biochemical, and inflammatory parameters were recorded retrospectively, and SII values were calculated. Statistical analyses were performed using SPSS version 20.0. Appropriate parametric and non-parametric tests were applied, and a p-value <0.05 was considered statistically significant.
Results: In the COVID-19 group, the female/male ratio was 31.5%/68.5%, and the mean age was similar to that of the control group. The most common comorbidities were hypertension, diabetes mellitus, and chronic kidney disease. The most frequently reported symptoms were myalgia, cough, and fever. Thoracic CT findings compatible with COVID-19 were observed in 37.8% of the cases, and these patients had a longer duration of hospital stay. Compared with the control group, the COVID-19 group showed increased leukocyte and neutrophil counts as well as elevated C-reactive protein (CRP), erythrocyte sedimentation rate, and D-dimer levels, while lymphocyte counts were decreased. The SII value was significantly higher in the COVID-19 group than in the control group (p<0.001). Patients with longer hospital stays were more likely to have received combination therapy.
Conclusion: COVID-19 is characterized by marked hematological and inflammatory alterations. In particular, elevated SII and lymphopenia are important indicators reflecting disease severity. Monitoring these parameters may provide valuable guidance in the clinical management of COVID-19.


1. Lamichhane A, Pokhrel S, Thapa TB, et al. Associated biochemical and hematological markers in COVID-19 severity prediction.Adv Med. 2023;2023:6216528. doi:10.1155/2023/6216528
2. Bairwa M, Kumar R, Beniwal K, Kalita D, Bahurupi Y. Hematological profile and biochemical markers of COVID-19 non-survivors: a retrospective analysis.Clin Epidemiol Glob Health. 2021;11:100770. doi: 10.1016/j.cegh.2021.100770
3. Samprathi M, Jayashree M. Biomarkers in COVID-19: an up-to-date review. Front Pediatr. 2021;8:607647. doi:10.3389/fped.2020.607647
4. Banerjee A, Banerjee J, Mazumdar M, Phukan JP. Impact of various hematological and biochemical parameters in severe and nonsevere COVID-19 patients: a retrospective single-center study. Mustansiriya Med J. 2022;21(2):178-183. doi:10.4103/mmj.mmj_12_22
5. Alsafi RT, Minshawi F, Alshareef A, et al. Haematological, biochemical, and inflammatory biomarkers of COVID-19 patients hospitalized in critical unit: a retrospective study.Cureus. 2022;14(3):e23691. doi:10. 7759/cureus.23691
6. Khalid A, Ali Jaffar M, Khan T, et al. Hematological and biochemical parameters as diagnostic and prognostic markers in SARS-COV-2 infected patients of Pakistan: a retrospective comparative analysis. Hematology. 2021;26(1):529-542. doi:10.1080/16078454.2021.1950898
7. Shahidi M. Prognostic value of hematological along with biochemical and inflammatory parameters in COVID-19 infection. J Clin Images Med Case Rep. 2022;3(10):2103. doi:10.52768/2766-7820/2103
8. Damiati LA, Bahlas S, Aljohaney A, et al. Implications of SARS-CoV-2 infection on the clinical, hematological, and inflammatory parameters in COVID-19 patients: a retrospective cross-sectional study.J Infect Public Health. 2022;15(2):214-221. doi:10.1016/j.jiph.2021.12.013
9. Pawlowski C, Wagner T, Puranik A, et al. Longitudinal laboratory testing tied to PCR diagnostics in COVID-19 patients reveals temporal evolution of distinctive coagulopathy signatures. arXiv [Preprint]. 2020. Available from: arXiv:2005.10938.
10. Fatima G, Al-Amran FG, Yousif MG. Automated detection of persistent inflammatory biomarkers in post-COVID-19 patients using machine learning techniques. arXiv [Preprint]. 2023. Available from: arXiv:2309. 15838
11. Kukar M, Guncar G, Vovko T, et al. COVID-19 diagnosis by routine blood tests using machine learning.Sci Rep. 2021;11(1):10738. doi:10. 1038/s41598-021-90265-9
12. Tokarczyk U, Kaliszewski K, Kopszak A, et al. Liver function tests in COVID-19: assessment of the actual prognostic value.J Clin Med. 2022; 11(15):4490. doi:10.3390/jcm11154490
13. Alizad G, Ayatollahi AA, Shariati Samani A, et al. Hematological and biochemical laboratory parameters in COVID-19 patients: a retrospective modeling study of severity and mortality predictors.Biomed Res Int. 2023;2023:7753631. doi:10.1155/2023/7753631
14. Gupta D, Jain A, Chauhan M, Dewan S. Inflammatory markers as early predictors of disease severity in COVID-19 patients admitted to intensive care units: a retrospective observational analysis.Indian J Crit Care Med. 2022;26(4):482-486. doi:10.5005/jp-journals-10071-24171
15. Lampart M, Zellweger N, Bassetti S, et al. Clinical utility of inflammatory biomarkers in COVID-19 in direct comparison to other respiratory infections-a prospective cohort study.PLoS One. 2022;17(5): e0269005. doi:10.1371/journal.pone.0269005
16. Qian FH, Liu YX, Cao Y, Huang J, Zhu RH. Biomarker of severity in hospitalised patients with COVID-19: a retrospective study.BMJ Open. 2024;14(7):e081627. doi:10.1136/bmjopen-2023-081627
17. Siavoshi F, Safavi-Naini SAA, Shirzadeh Barough S, et al. On-admission and dynamic trend of laboratory profiles as prognostic biomarkers in COVID-19 inpatients. Sci Rep. 2023;13(1):6993. doi:10.1038/s41598-023-34166-z
18. 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. Clin Epidemiol Glob Health. 2021;12:100806. doi:10.1016/j.cegh. 2021.100806
19. Ponti G, Maccaferri M, Ruini C, Tomasi A, Ozben T. Biomarkers associated with COVID-19 disease progression.Crit Rev Clin Lab Sci. 2020;57(6):389-399. doi:10.1080/10408363.2020.1770685
20. Ghosh T, Dwivedi T, Agarwal H, et al. Impact of various hematological and biochemical parameters on mortality in coronavirus disease 2019 (COVID-19): a single-center study from North India.Lung India. 2022; 39(3):230-233. doi:10.4103/lungindia.lungindia_480_21
21. Pitre T, Jones A, Su J, et al. Inflammatory biomarkers as independent prognosticators of 28-day mortality for COVID-19 patients admitted to general medicine or ICU wards: a retrospective cohort study.Intern Emerg Med. 2021;16(6):1573-1582. doi:10.1007/s11739-021-02637-8
22. Zeng F, Huang Y, Guo Y, et al. Association of inflammatory markers with the severity of COVID-19: a meta-analysis.Int J Infect Dis. 2020; 96:467-474. doi:10.1016/j.ijid.2020.05.055
23. Hasanat HAH, Saghir SAM, Al-Areefi M. Hematological and biochemical parameter changes among healthy individuals infected with COVID-19. Electron J Gen Med. 2023;20(5):em456. doi:10.29333/ejgm/13468
24. Qurat ul Ain S, Rather KUI, Sajad S. Statistical analysis of hematological and biochemical parameters in SARS-CoV-2 infected patients. Discov Appl Sci. 2025;7(8):830. doi:10.1007/s42452-025-07541-w
25. Mueller AA, Tamura T, Crowley CP, et al. Inflammatory biomarker trends predict respiratory decline in COVID-19 patients.Cell Rep Med. 2020;1(8):100144. doi:10.1016/j.xcrm.2020.100144
26. Wu Z, Cao Y, Liu Z, et al. Study on the predictive value of laboratory inflammatory markers and blood count-derived inflammatory markers for disease severity and prognosis in COVID-19 patients: a study conducted at a university-affiliated infectious disease hospital.Ann Med. 2024;56(1):2415401. doi:10.1080/07853890.2024.2415401
27. Doruk ÖG, Örmen M, Tuncel P. Biochemical and hematological parameters in COVID-19. DEÜ Tıp Derg. 2021;35(1):71-80. doi:10.5505/deutfd.2021.88316
28. Danielle RCS, Débora DM, Alessandra NLP, et al. Correlating COVID-19 severity with biomarker profiles and patient prognosis.Sci Rep. 2024;14(1):22353. doi:10.1038/s41598-024-71951-w
29. Salman E, Çelikbilek N, Aydoğan S, et al. Investigation of the relationship of Systemic Immune-Inflammation Index, C-reactive protein and interleukin-6 with viral dynamics in patients with COVID-19. Mikrobiyol Bul. 2021;55(4):539-552. doi:10.5578/mb.20219706
30. Kar F, Yılmaz S, Musmul A, Şentürk H. COVID-19-related biochemical and hematological parameters. Kocaeli Univ Sağlık Bilimleri Derg. 2022; 8(1):54-58. doi:10.30934/kusbed.982963
31. Arshad AR, Khan I, Shahzad K, Arshad M, Haider SJ, Aslam MJ. Association of inflammatory markers with mortality in COVID-19 infection. J Coll Physicians Surg Pak. 2020;30(10):158-163. doi:10.29271/jcpsp.2020.supp2.S158.
32. Karimi A, Shobeiri P, Kulasinghe A, Rezaei N. Novel systemic inflammation markers to predict COVID-19 prognosis.Front Immunol. 2021;12:741061. doi:10.3389/fimmu.2021.741061
33. Parimoo A, Biswas A, Baitha U, et al. Dynamics of inflammatory markers in predicting mortality in COVID-19.Cureus. 2021;13(10): e19080. doi:10.7759/cureus.19080
34. Akıneden A, Çiçek C, Türkel S, Tuncer SÇ. Importance of hematological parameters in COVID-19 patients. Turk Mikrobiyol Cemiyeti Derg. 2022;52(4):291-298. doi:10.5222/TMCD.2021.787
35. Ercan B, Gök Dağıdır H, Ağacan G, Tombul N. Retrospective comparison of hematological parameters in COVID-19 patients. Gazi Med J. 2021;32(2):167-172. doi:10.12996/gmj.2021.45
36. Aydın S, Balcı A, Dumanlı A. Relationship between inflammatory markers and disease severity in COVID-19. Sağlıkta Performans ve Kalite Derg. 2025;22(1):32-41. doi:10.5281/zenodo.6473820
37. Ünver-Ulusoy T, Demirköse M, Bilek HC. Diagnostic and prognostic value of routine laboratory parameters in COVID-19. Klimik Derg. 2021;34(3):123-130. doi:10.5152/klimik.2021.111
38. Orhan B, Serin H, İnal BB. Hematological changes in COVID-19 patients. Turk Klin J Med Sci. 2021;41(2):27-32. doi:10.5336/medsci. 2021-82801
Volume 4, Issue 1, 2026
Page : 7-12
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