Association between albumin-based nutritional inflammation indices and all-cause mortality in patients with severe pneumonia

Severe pneumonia is associated with high mortality rates. Nutritional and inflammatory status significantly impacts outcomes. While albumin-based indices have been demonstrated to predict outcomes in other diseases, their role in severe pneumonia remains underexplored. This study aimed to investigate the association between albumin-based nutritional inflammation indices and all-cause mortality in patients with severe pneumonia. A retrospective cohort study was conducted using data from the SCRIPT CarpeDiem Dataset. 488 critically ill patients with severe pneumonia (188 COVID-19, 250 bacterial, 50 other viral) requiring mechanical ventilation were included. Five albumin-based indices were calculated: Neutrophil-albumin ratio (NAR), Prognostic Nutritional Index (PNI), Advanced Lung Cancer Inflammation Index (ALI), Lymphocyte × albumin index (LA), and CRP-albumin-lymphocyte index (CALLY). The primary outcome was all-cause mortality. Associations were assessed using logistic regression (continuous and quartile-based) and restricted cubic spline (RCS) analyses, adjusting for confounders (age, gender, BMI, race). The overall mortality rate was 44.5% (n = 217). Logistic regression revealed higher NAR was associated with increased mortality risk (Continuous OR: 1.11, 95% CI: 1.03–1.20, p = 0.007; Q4 vs Q1 OR: 1.94, 95% CI: 1.17–3.23, p = 0.011). Higher PNI (Continuous OR: 0.93, 95% CI: 0.91–0.96, p < 0.001; Q4 vs Q1 OR: 0.23, 95% CI: 0.14–0.40, p < 0.001) and LA (Continuous OR: 0.99, 95% CI: 0.98–0.99, p < 0.001; Q4 vs Q1 OR: 0.33, 95% CI: 0.19–0.55, p < 0.001) were protective. Higher ALI and CALLY quartiles were also associated with reduced mortality (Q4 vs Q1 OR: 0.35, p < 0.001 and OR: 0.42, p < 0.001, respectively). RCS analyses confirmed significant non-linear associations for all indices (all overall p < 0.05). Albumin-based nutritional inflammation indices (NAR, PNI, ALI, LA, CALLY) are significantly associated with all-cause mortality in severe pneumonia patients. Elevated NAR is a risk factor, while higher PNI, ALI, LA, and CALLY are protective factors. These indices provide valuable prognostic information for risk stratification.

Authors

Institutions

Publication Details

Journal
BMC Infectious Diseases
Published
2026-03-23
DOI
https://doi.org/10.1186/s12879-026-12974-8
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between albumin-based nutritional inflammation indices and all-cause mortality in patients with severe pneumonia

Z. Gordon Jiang, Yuke Zhang, Quanzhen Wang, Xianming Qiu et al.
BMC Infectious Diseases
Inflammatory Biomarkers in Disease Prognosis
article

Association between albumin-based nutritional inflammation indices and all-cause mortality in patients with severe pneumonia

Z. Gordon Jiang, Yuke Zhang, Quanzhen Wang, Xianming Qiu, Qingwen Sun, Mingjie Liu
article en

Abstract

Severe pneumonia is associated with high mortality rates. Nutritional and inflammatory status significantly impacts outcomes. While albumin-based indices have been demonstrated to predict outcomes in other diseases, their role in severe pneumonia remains underexplored. This study aimed to investigate the association between albumin-based nutritional inflammation indices and all-cause mortality in patients with severe pneumonia. A retrospective cohort study was conducted using data from the SCRIPT CarpeDiem Dataset. 488 critically ill patients with severe pneumonia (188 COVID-19, 250 bacterial, 50 other viral) requiring mechanical ventilation were included. Five albumin-based indices were calculated: Neutrophil-albumin ratio (NAR), Prognostic Nutritional Index (PNI), Advanced Lung Cancer Inflammation Index (ALI), Lymphocyte × albumin index (LA), and CRP-albumin-lymphocyte index (CALLY). The primary outcome was all-cause mortality. Associations were assessed using logistic regression (continuous and quartile-based) and restricted cubic spline (RCS) analyses, adjusting for confounders (age, gender, BMI, race). The overall mortality rate was 44.5% (n = 217). Logistic regression revealed higher NAR was associated with increased mortality risk (Continuous OR: 1.11, 95% CI: 1.03–1.20, p = 0.007; Q4 vs Q1 OR: 1.94, 95% CI: 1.17–3.23, p = 0.011). Higher PNI (Continuous OR: 0.93, 95% CI: 0.91–0.96, p < 0.001; Q4 vs Q1 OR: 0.23, 95% CI: 0.14–0.40, p < 0.001) and LA (Continuous OR: 0.99, 95% CI: 0.98–0.99, p < 0.001; Q4 vs Q1 OR: 0.33, 95% CI: 0.19–0.55, p < 0.001) were protective. Higher ALI and CALLY quartiles were also associated with reduced mortality (Q4 vs Q1 OR: 0.35, p < 0.001 and OR: 0.42, p < 0.001, respectively). RCS analyses confirmed significant non-linear associations for all indices (all overall p < 0.05). Albumin-based nutritional inflammation indices (NAR, PNI, ALI, LA, CALLY) are significantly associated with all-cause mortality in severe pneumonia patients. Elevated NAR is a risk factor, while higher PNI, ALI, LA, and CALLY are protective factors. These indices provide valuable prognostic information for risk stratification.

BMC Infectious Diseases
Fourth People’s Hospital of Jinan (CN), Jingdong (China) (CN), Shandong Provincial Hospital (CN), Shandong Provincial QianFoShan Hospital (CN), Shandong First Medical University (CN)
Zero hunger
Openalex Percentile: Top 12%
Inflammatory Biomarkers in Disease Prognosis
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.