Predictive value of neutrophil-to-lymphocyte ratio on hospital outcomes of patients with community-acquired pneumonia

BACKGROUND: Community-acquired pneumonia (CAP) remains a leading cause of hospitalization and mortality worldwide, particularly in low- and middle-income countries. Risk stratification is essential for guiding treatment decisions, yet commonly used biomarkers such as C-reactive protein and procalcitonin are costly and not always readily available. The neutrophil-to-lymphocyte ratio (NLR), a simple index derived from routine blood counts, has been proposed as a cost-effective prognostic marker. This study aimed to evaluate the predictive value of NLR on hospital outcomes in patients with CAP. METHODS: A prospective observational study was conducted in the Department of Medicine at Dhaka Medical College Hospital, Bangladesh, between July 2023 and June 2024. One hundred adult patients with CAP were enrolled using purposive sampling. Demographic, clinical, and laboratory data were recorded at admission, including complete blood counts and CURB-65 scores. NLR was calculated, with ≥7.12 defined as elevated. Patients were followed for outcomes including mortality, oxygen requirement, ICU admission, and length of hospital stay. Statistical analyses included chi-square tests, logistic regression, and ROC curve analysis. RESULTS: The mean age of participants was 53.7 ± 10.9 years, and 62% were male. An elevated NLR (≥7.12) was present in 67% of patients and was significantly associated with mortality (p = 0.027), oxygen requirement (p < 0.001), ICU admission (p < 0.005), and prolonged hospital stay (p < 0.001). Regression analysis confirmed NLR ≥ 7.12 is associated with prolonged stay (OR: 15.235; 95% CI: 4.613-50.316; p < 0.001), oxygen requirement (OR: 1.846; 95% CI: 1.415-2.408; p < 0.001), ICU transfer (OR: 5.172; 95% CI: 1.289-20.747; p < 0.001), and mortality (OR: 7.704; 95% CI: 1.962-61.690). ROC analysis showed moderate discriminatory ability for prolonged stay (AUC: 0.762) and modest predictive performance for oxygen need, ICU admission, and mortality. CONCLUSION: Elevated NLR is strongly associated with adverse outcomes in CAP, including mortality, ICU admission, oxygen requirement, and prolonged hospitalization. Given its simplicity and accessibility, NLR may serve as a valuable tool for early risk stratification in resource-limited settings.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2026-05-29
DOI
https://doi.org/10.1371/journal.pone.0348518
Primary Topic
Pneumonia and Respiratory Infections
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Predictive value of neutrophil-to-lymphocyte ratio on hospital outcomes of patients with community-acquired pneumonia

Zabir Hossain, Sharmin Yasmin, Zakir Hossion, Fatema Islam
PLoS ONE
Pneumonia and Respiratory Infections
article

Predictive value of neutrophil-to-lymphocyte ratio on hospital outcomes of patients with community-acquired pneumonia

Zabir Hossain, Sharmin Yasmin, Zakir Hossion, Fatema Islam
article en

Abstract

BACKGROUND: Community-acquired pneumonia (CAP) remains a leading cause of hospitalization and mortality worldwide, particularly in low- and middle-income countries. Risk stratification is essential for guiding treatment decisions, yet commonly used biomarkers such as C-reactive protein and procalcitonin are costly and not always readily available. The neutrophil-to-lymphocyte ratio (NLR), a simple index derived from routine blood counts, has been proposed as a cost-effective prognostic marker. This study aimed to evaluate the predictive value of NLR on hospital outcomes in patients with CAP. METHODS: A prospective observational study was conducted in the Department of Medicine at Dhaka Medical College Hospital, Bangladesh, between July 2023 and June 2024. One hundred adult patients with CAP were enrolled using purposive sampling. Demographic, clinical, and laboratory data were recorded at admission, including complete blood counts and CURB-65 scores. NLR was calculated, with ≥7.12 defined as elevated. Patients were followed for outcomes including mortality, oxygen requirement, ICU admission, and length of hospital stay. Statistical analyses included chi-square tests, logistic regression, and ROC curve analysis. RESULTS: The mean age of participants was 53.7 ± 10.9 years, and 62% were male. An elevated NLR (≥7.12) was present in 67% of patients and was significantly associated with mortality (p = 0.027), oxygen requirement (p < 0.001), ICU admission (p < 0.005), and prolonged hospital stay (p < 0.001). Regression analysis confirmed NLR ≥ 7.12 is associated with prolonged stay (OR: 15.235; 95% CI: 4.613-50.316; p < 0.001), oxygen requirement (OR: 1.846; 95% CI: 1.415-2.408; p < 0.001), ICU transfer (OR: 5.172; 95% CI: 1.289-20.747; p < 0.001), and mortality (OR: 7.704; 95% CI: 1.962-61.690). ROC analysis showed moderate discriminatory ability for prolonged stay (AUC: 0.762) and modest predictive performance for oxygen need, ICU admission, and mortality. CONCLUSION: Elevated NLR is strongly associated with adverse outcomes in CAP, including mortality, ICU admission, oxygen requirement, and prolonged hospitalization. Given its simplicity and accessibility, NLR may serve as a valuable tool for early risk stratification in resource-limited settings.

PLoS ONEVol. 21(5)
Dhaka Medical College and Hospital (BD)
No poverty
Openalex Percentile: Top 6%
Pneumonia and Respiratory Infections
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.