Hyperinflammatory nutritional index as an exploratory combined inflammatory and nutritional marker: associations with cytokines and β2-microglobulin in COVID-19

COVID-19 is characterized by heterogeneous clinical presentations, ranging from mild disease to severe hyperinflammatory states. While individual inflammatory biomarkers are associated with disease severity, the clinical relevance of combined immunonutritional indices remains unclear. This observational cross-sectional study included 60 COVID-19 patients categorized as ICU, ward, and outpatient groups. The hyperinflammatory nutritional index (HNI), calculated as CRP × ferritin / albumin, was evaluated alongside cytokines and β2-microglobulin. Correlation and ROC analyses were performed. ICU patients exhibited significantly higher inflammatory markers, cytokines, β2-microglobulin, and HNI levels. HNI showed a strong correlation with ferritin ( r = 0.945) and moderate correlations with cytokines. ROC analysis demonstrated a high AUC (0.953) for HNI; however, this finding should be interpreted cautiously given the small sample size and potential mathematical coupling. HNI appears to reflect the combined burden of inflammation and nutritional status rather than an independent biomarker. Its clinical utility beyond individual parameters remains uncertain and requires validation in larger studies.

Authors

Institutions

Publication Details

Journal
BMC Infectious Diseases
Published
2026-09-29
DOI
https://doi.org/10.1186/s12879-026-14525-7
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
article

Hyperinflammatory nutritional index as an exploratory combined inflammatory and nutritional marker: associations with cytokines and β2-microglobulin in COVID-19

Cengiz Karacaer, Cenk Sunu, Hasan Ergenç, Aziz Öğütlü et al.
BMC Infectious Diseases
Inflammatory Biomarkers in Disease Prognosis
article

Hyperinflammatory nutritional index as an exploratory combined inflammatory and nutritional marker: associations with cytokines and β2-microglobulin in COVID-19

Cengiz Karacaer, Cenk Sunu, Hasan Ergenç, Aziz Öğütlü, Gülsüm Kaya
article en

Abstract

COVID-19 is characterized by heterogeneous clinical presentations, ranging from mild disease to severe hyperinflammatory states. While individual inflammatory biomarkers are associated with disease severity, the clinical relevance of combined immunonutritional indices remains unclear. This observational cross-sectional study included 60 COVID-19 patients categorized as ICU, ward, and outpatient groups. The hyperinflammatory nutritional index (HNI), calculated as CRP × ferritin / albumin, was evaluated alongside cytokines and β2-microglobulin. Correlation and ROC analyses were performed. ICU patients exhibited significantly higher inflammatory markers, cytokines, β2-microglobulin, and HNI levels. HNI showed a strong correlation with ferritin ( r = 0.945) and moderate correlations with cytokines. ROC analysis demonstrated a high AUC (0.953) for HNI; however, this finding should be interpreted cautiously given the small sample size and potential mathematical coupling. HNI appears to reflect the combined burden of inflammation and nutritional status rather than an independent biomarker. Its clinical utility beyond individual parameters remains uncertain and requires validation in larger studies.

BMC Infectious Diseases
Sakarya University (TR), Yalova University (TR)
Zero hunger
Openalex Percentile: Top 15%
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.

Hyperinflammatory nutritional index as an exploratory combined inflammatory and nutritional marker: associations with cytokines and β2-microglobulin in COVID-19 — Cengiz Karacaer, Cenk Sunu, et al. · BMC Infectious Diseases (2026) | TGRS Research Map | TGRS