Research Article

Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever

Volume: 48 Number: 3 September 30, 2026
EN TR

Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever

Abstract

Objective: The Pan-Immune-Inflammation Value (PIV) has recently emerged as a promising inflammation-based biomarker in several malignant and inflammatory diseases. However, its prognostic significance in Crimean-Congo hemorrhagic fever (CCHF) has not previously been investigated. This study evaluated the prognostic value of admission PIV in critically ill patients with CCHF and compared its performance with established disease-specific severity scores and other inflammatory biomarkers. Methods: This retrospective observational cohort study included 110 adult patients with laboratory-confirmed CCHF admitted to the intensive care unit of a tertiary referral hospital between 2014 and 2025. Admission PIV, Systemic Immune-Inflammation Index (SII), Systemic Inflammation Response Index (SIRI), fibrinogen-to-albumin ratio (FAR), and Severity Grading Score (SGS) were evaluated. Receiver operating characteristic (ROC) analysis, Spearman correlation, Kaplan–Meier survival analysis, and multivariable logistic regression were performed to assess their association with in-hospital mortality. Results: PIV showed poor discriminatory ability for predicting in-hospital mortality (AUC=0.508) and was not independently associated with mortality in multivariable analysis (OR=1.199, 95% CI 0.80–1.79; p=0.373). In contrast, SGS demonstrated the highest predictive performance (AUC=0.739) and remained the only independent predictor of mortality (OR=1.382, 95% CI 1.11–1.71; p=0.003). FAR showed high sensitivity (91.7%) but limited specificity (40.0%). PIV correlated significantly with APACHE II, SIRI, SII, blood urea nitrogen, creatinine, and SGS but not with SOFA. Conclusion: Admission PIV has limited prognostic utility in critically ill patients with CCHF and does not provide incremental prognostic value beyond established disease-specific severity scores. SGS remains the most reliable predictor of mortality in this patient population.

Keywords

References

  1. 1. Bente DA, Forrester NL, Watts DM, McAuley AJ, Whitehouse CA, Bray M. Crimean-Congo hemorrhagic fever: History, epidemiology, pathogenesis, clinical syndrome and genetic diversity. Antiviral Res. 2013;100(1):159-189. doi:10.1016/j.antiviral.2013.07.006
  2. 2. Messina JP, Pigott DM, Golding N, et al. The global distribution of Crimean-Congo hemorrhagic fever. Trans R Soc Trop Med Hyg. 2015;109(8):503-513. doi:10.1093/trstmh/trv050
  3. 3. Fillâtre P, Revest M, Tattevin P. Crimean-Congo hemorrhagic fever: an update. Med Mal Infect. 2019;49(8):574-585. doi:10.1016/j.medmal.2019.09.005
  4. 4. Ergönül O. Crimean-Congo haemorrhagic fever. Lancet Infect Dis. 2006;6(4):203-214. doi:10.1016/S1473-3099(06)70435-2
  5. 5. Dokuzoguz B, Celikbas AK, Gok SE, Baykam N, Eroglu MN, Ergonul O. Severity scoring index for Crimean-Congo hemorrhagic fever and the impact of ribavirin and corticosteroids on fatality. Clin Infect Dis. 2013;57(9):1270-1274. doi:10.1093/cid/cit527
  6. 6. Güllü D, Yigci D, Baykam N, et al. Key predictors of mortality in Crimean-Congo haemorrhagic fever: a retrospective multicentre cohort study. Clin Microbiol Infect. 2025;31(12):2056-2062. doi:10.1016/j.cmi.2025.08.009
  7. 7. Akinci E, Bodur H, Sunbul M, Leblebicioglu H. Prognostic factors and pathophysiology in Crimean-Congo hemorrhagic fever. Antiviral Res. 2016;132:233-243. doi:10.1016/j.antiviral.2016.06.011
  8. 8. Doğan HO, Büyüktuna SA, Kapancik S, Bakir S. Evaluation of the associations between endothelial dysfunction, inflammation and coagulation in Crimean-Congo hemorrhagic fever patients. Arch Virol. 2018;163:609-616. doi:10.1007/s00705-017-3653-1

Details

Primary Language

English

Subjects

Health and Community Services

Journal Section

Research Article

Publication Date

September 30, 2026

Submission Date

July 10, 2026

Acceptance Date

September 22, 2026

Published in Issue

Year 2026 Volume: 48 Number: 3

APA
Şimşek, S., Gündoğdu, O., Avcı, O., İsbir, C., Özdemir Kol, İ., Kaygusuz, K., & Gürsoy, S. (2026). Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever. Cumhuriyet Medical Journal, 48(3), 135-141. https://doi.org/10.7197/cmj.1991752
AMA
1.Şimşek S, Gündoğdu O, Avcı O, et al. Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever. CMJ. 2026;48(3):135-141. doi:10.7197/cmj.1991752
Chicago
Şimşek, Serkan, Oğuz Gündoğdu, Onur Avcı, et al. 2026. “Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients With Crimean-Congo Hemorrhagic Fever”. Cumhuriyet Medical Journal 48 (3): 135-41. https://doi.org/10.7197/cmj.1991752.
EndNote
Şimşek S, Gündoğdu O, Avcı O, İsbir C, Özdemir Kol İ, Kaygusuz K, Gürsoy S (September 1, 2026) Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever. Cumhuriyet Medical Journal 48 3 135–141.
IEEE
[1]S. Şimşek et al., “Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever”, CMJ, vol. 48, no. 3, pp. 135–141, Sept. 2026, doi: 10.7197/cmj.1991752.
ISNAD
Şimşek, Serkan - Gündoğdu, Oğuz - Avcı, Onur - İsbir, Cemil - Özdemir Kol, İclal - Kaygusuz, Kenan - Gürsoy, Sinan. “Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients With Crimean-Congo Hemorrhagic Fever”. Cumhuriyet Medical Journal 48/3 (September 1, 2026): 135-141. https://doi.org/10.7197/cmj.1991752.
JAMA
1.Şimşek S, Gündoğdu O, Avcı O, İsbir C, Özdemir Kol İ, Kaygusuz K, Gürsoy S. Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever. CMJ. 2026;48:135–141.
MLA
Şimşek, Serkan, et al. “Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients With Crimean-Congo Hemorrhagic Fever”. Cumhuriyet Medical Journal, vol. 48, no. 3, Sept. 2026, pp. 135-41, doi:10.7197/cmj.1991752.
Vancouver
1.Serkan Şimşek, Oğuz Gündoğdu, Onur Avcı, Cemil İsbir, İclal Özdemir Kol, Kenan Kaygusuz, Sinan Gürsoy. Prognostic Performance of the Pan-Immune-Inflammation Value in Critically Ill Patients with Crimean-Congo Hemorrhagic Fever. CMJ. 2026 Sep. 1;48(3):135-41. doi:10.7197/cmj.1991752