Research Article

Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus

Volume: 16 Number: 3 September 22, 2026
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Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus

Abstract

Aim: Ileus is a common surgical emergency with a heterogeneous course and early identification of patients at risk of an adverse outcome is difficult. We aimed to evaluate the combined prognostic value of inflammation- and nutrition-based biomarkers in patients hospitalized for ileus and to test whether their importance differs by ileus type and outcome.

Material and Methods: In a single center retrospective cohort of 192 adults with mechanical or paralytic ileus, admission values were used to calculate NLR, PLR, SII, PNI, albumin-to-creatinine (A/C) ratio, HALP score and C-reactive protein-to-albumin ratio (CAR). The primary outcome was a composite adverse outcome (surgery, intensive care unit [ICU] admission or in hospital mortality); a secondary analysis addressed ICU requirement within the mechanical subgroup. Analyses included ROC analysis, multivariable logistic regression, DeLong AUC comparison, bootstrap internal validation and decision curve analysis.

Results: The composite outcome occurred in 91 patients (47.4%) and was strongly associated with mechanical ileus (86.8% vs 15.8%; p<0.001) and malignant etiology (p<0.001), whereas NLR and SII did not differ between groups. In the whole cohort model (optimism corrected AUC 0.911), independent predictors were mechanical type (OR 0.026, 95% CI 0.010–0.071; p<0.001), malignant etiology (OR 5.46, 95% CI 1.75–17.05; p=0.003) and CAR (OR 1.031, 95% CI 1.008–1.054; p=0.008). Within the mechanical subgroup, PNI was the only independent predictor of ICU requirement (OR 0.934, 95% CI 0.873–0.999; p=0.048; Cohen’s d=0.85).

Conclusion: In ileus, biomarker prognostic value is outcome specific: CAR predicts the global adverse outcome, whereas PNI predicts ICU requirement in mechanical ileus. These inexpensive markers may complement clinical assessment but require external validation.

Keywords

Ethical Statement

This study was approved by the Bolu Abant Izzet Baysal University Medical Faculty Ethics Committee (date: 07.04.2026, decision no: 2026/160) and was conducted in accordance with the principles of the Declaration of Helsinki. Given the retrospective design, the requirement for informed consent was waived.

References

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Details

Primary Language

English

Subjects

Clinical Sciences (Other)

Journal Section

Research Article

Publication Date

September 22, 2026

Submission Date

June 10, 2026

Acceptance Date

August 11, 2026

Published in Issue

Year 2026 Volume: 16 Number: 3

APA
Keyif, M. F., & Bolat, F. (2026). Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus. Value in Health Sciences, 16(3), 528-536. https://doi.org/10.33631/sabd.1968161
AMA
1.Keyif MF, Bolat F. Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus. VHS. 2026;16(3):528-536. doi:10.33631/sabd.1968161
Chicago
Keyif, Muhammet Fatih, and Ferdi Bolat. 2026. “Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus”. Value in Health Sciences 16 (3): 528-36. https://doi.org/10.33631/sabd.1968161.
EndNote
Keyif MF, Bolat F (September 1, 2026) Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus. Value in Health Sciences 16 3 528–536.
IEEE
[1]M. F. Keyif and F. Bolat, “Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus”, VHS, vol. 16, no. 3, pp. 528–536, Sept. 2026, doi: 10.33631/sabd.1968161.
ISNAD
Keyif, Muhammet Fatih - Bolat, Ferdi. “Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus”. Value in Health Sciences 16/3 (September 1, 2026): 528-536. https://doi.org/10.33631/sabd.1968161.
JAMA
1.Keyif MF, Bolat F. Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus. VHS. 2026;16:528–536.
MLA
Keyif, Muhammet Fatih, and Ferdi Bolat. “Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus”. Value in Health Sciences, vol. 16, no. 3, Sept. 2026, pp. 528-36, doi:10.33631/sabd.1968161.
Vancouver
1.Muhammet Fatih Keyif, Ferdi Bolat. Inflammation Meets Nutrition: Combined Prognostic Value of Blood Based Biomarkers for Clinical Outcomes in Patients Hospitalized for Ileus. VHS. 2026 Sep. 1;16(3):528-36. doi:10.33631/sabd.1968161