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Published on: January 30, 2017
Prognostic Value of Clinical and Laboratory Markers in Hospitalized Influenza-Positive Patients: A Retrospective
Mohsen Daneshmand1, Arefeh Ebrahimian Shiadeh2, Farzane Sadeghi3
1Student Research Committee Babol University of Medical Sciences Babol Iran.
Health Science Reports
|August 7, 2026
Summary
Opium use, renal disease, and high LDH levels predict longer influenza hospital stays. High LDH and low oxygen saturation are key indicators for intensive care unit admission and mortality risk in flu patients.
Area of Science:
- Clinical Medicine
- Infectious Diseases
- Critical Care Medicine
Background:
- Seasonal influenza remains a significant global health burden, causing considerable morbidity and mortality.
- Early identification of patients at risk for severe outcomes is crucial for effective management and resource allocation.
Purpose of the Study:
- To identify clinical and paraclinical predictors of adverse outcomes in hospitalized influenza patients.
- To evaluate factors associated with prolonged hospitalization, intensive care unit (ICU) admission, and in-hospital mortality.
Main Methods:
- Retrospective analysis of 294 RT-PCR-confirmed influenza cases from fall-winter 2022-2023.
- Logistic regression and Receiver Operating Characteristic (ROC) analysis were employed to identify independent predictors and optimal cutoff values.
Main Results:
- Prolonged hospitalization (43.5%), ICU admission (8.8%), and mortality (5.0%) were observed.
- Opium use, renal disease, and elevated lactate dehydrogenase (LDH > 1000) predicted longer hospital stays.
- LDH > 1000 strongly predicted ICU admission and mortality. Oxygen saturation < 93% increased mortality risk.
- Optimal cutoffs for mortality prediction were LDH ≥ 633 and C-reactive protein (CRP) ≥ 88.5.
Conclusions:
- Readily available markers like LDH, CRP, and oxygen saturation can aid in early risk stratification of hospitalized influenza patients.
- These markers can assist clinicians in identifying patients likely to experience prolonged hospitalization, ICU admission, or mortality.