Evidence map›Paper›PMID 41629835›Full record

ArticleBMC infectious diseases2026

Crimean-congo hemorrhagic fever in Iraq, 2021-2024: epidemiological and clinical data analysis with proposed severity indicators for resource-constrained settings.

Chiori Kodama, Walaa Ismail, Riyadh Abdulameer Alhilfi, Ihab Aakef, Hameeda Mohammed Hasan, Ghazwan A Baghdadi, Raghad Ibrahim Khaleel, Anais Legand, Olivia Keiser, Isabella Eckerle and 3 more

Abstract read
In one paragraph

Article in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Chiori KodamaFormer World Health Organization, Eastern Mediterranean Regional Office, Cairo, Egypt. somewherebeyond1204@gmail.com.
Walaa IsmailFormer World Health Organization, Eastern Mediterranean Regional Office, Cairo, Egypt.
Riyadh Abdulameer AlhilfiDirectorate of Public Health, Ministry of Health, Baghdad, Iraq.
Ihab AakefCommunicable Disease Control Center, Ministry of Health, Baghdad, Iraq.
Hameeda Mohammed HasanCommunicable Disease Control Center, Ministry of Health, Baghdad, Iraq.
Ghazwan A BaghdadiCommunicable Disease Control Center, Ministry of Health, Baghdad, Iraq.
Raghad Ibrahim KhaleelCentral Public Health Laboratory, Ministry of Health, Baghdad, Iraq.
Anais LegandWorld Health Organization, Headquarters, Geneva, Switzerland.
Olivia KeiserInstitute of Global Health, University of Geneva, Geneva, Switzerland.
Isabella EckerleFaculty of Medicine, Geneva Centre for Emerging Viral Diseases, University Hospitals of Geneva, University of Geneva, Geneva, Switzerland.
Pierre B H FormentyFormer World Health Organization, Headquarters, Geneva, Switzerland.
Adnan KhamasiFormer World Health Organization, Country Office for Iraq, Baghdad, Iraq.
Sinan MahdiCommunicable Disease Control Center, Ministry of Health, Baghdad, Iraq.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCrimean-Congo hemorrhagic fever (CCHF) is a high-fatality zoonotic infection. Iraq has experienced a substantial increase in reported CCHF cases since 2021, yet predictors of mortality and the feasibility of existing severity scores in routine care have not been systematically assessed. We aimed to identify demographic, clinical and laboratory predictors of death among confirmed CCHF patients in Iraq and to develop a simplified severity score suitable for bedside use in resource-constrained settings.

methodsWe analyzed 273 laboratory-confirmed CCHF cases with known outcomes reported to the Iraqi national surveillance system from 1 January 2021 to 31 December 2024 (273/1,193 confirmed cases with complete standardized forms). Demographic, exposure, clinical, and laboratory variables (including platelet count and cycle threshold [Ct] values) were extracted from harmonized Ministry of Health and Central Public Health Laboratory databases. Univariable and multivariable logistic regression were used to identify mortality predictors. Receiver Operating Characteristic (ROC) curve analysis compared the discriminative performance (area under the curve, AUC) of newly proposed scores with existing CCHF Severity Scoring Index (SSI) and Swanepoel's Grading Score (SGS).

resultsThe overall case fatality rate was 12.1% (33/273). Age, sex, occupation, place of residence, and exposure history were not significantly associated with mortality. In univariable analysis, low platelet count (< 20 × 10³/µL), high viral load (Ct ≤ 25), epistaxis, gastrointestinal bleeding, any bleeding, and jaundice were associated with increased odds of death; after false discovery rate correction, epistaxis, gastrointestinal bleeding, any bleeding, and jaundice remained significant. In multivariable analysis, only epistaxis retained an independent association with mortality (adjusted OR 4.70; 95% CI 1.08-20.4). A laboratory-enhanced three-variable score (epistaxis, low platelet count, Ct ≤ 25) achieved an AUC of 0.70, similar to SSI (0.69). A two-variable score (epistaxis + low platelet count) had an AUC of 0.69, and a purely clinical score (epistaxis, any bleeding, jaundice) an AUC of 0.62, close to SGS (0.64).

conclusionEpistaxis and jaundice emerged as pragmatic clinical red-flag indicators of poor outcome, with low platelet count and high viral load supporting risk stratification where available. Very simple, clinically based scores performed comparably to existing complex tools and may facilitate earlier triage and intensified supportive care for high-risk CCHF patients in resource-limited settings.

Indexed as

Hemorrhagic Fever, CrimeanAdolescentAdultFemaleHemorrhagic Fever Virus, Crimean-CongoHumansIraqMaleMiddle AgedResource-Limited SettingsROC CurveSeverity of Illness IndexYoung AdultClinical decision-makingCrimean-Congo hemorrhagic feverCt-valueEpistaxisHigh-risk subgroupIraqJaundicePlateletResource-constrained settingsSeverity scoring systemViral hemorrhagic fever

Identifiers

PMID41629835
PMCPMC12955311

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.