Relationship Between Nutritional Status and Systemic Immune–Inflammation Indices Across BMI Categories

<b>Background:</b> This study aimed to determine the relationship between nutritional status and systemic inflammation using four validated nutrition indices-Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) score, Prognostic Nutritional Index (PNI), Controlling Nutritional Status (CONUT) score, and Nutritional Risk Index (NRI)-and three immune-inflammation biomarkers-Systemic Immune-Inflammation Index (SII), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR)-in healthy adults with varying body mass index (BMI) levels. <b>Methods:</b> This retrospective study included 290 clinically healthy adults aged 18-60 years, categorized by BMI. Individuals with chronic diseases, medication use, or morbid obesity (BMI ≥ 40 kg/m<sup>2</sup>) were excluded. Nutrition scores (HALP, PNI, NRI, CONUT) and systemic immune-inflammation indices (SII, NLR, PLR) were calculated from laboratory data. For the comparisons of SII, PLR, NLR, PNI, HALP, NRI, and CONUT values between groups, age was adjusted for, and an ANCOVA test was performed. <b>Results:</b> Among the systemic immune-inflammation indices, SII and NLR were significantly higher in both the overweight and obesity groups. The CONUT score, a negative indicator of nutritional status, demonstrated positive correlations with SII, NLR, and PLR in the overweight group, and with PLR in the obesity group. Although PNI showed significant inverse correlations with SII, PLR, and NLR in both groups, the mean PNI values remained above 50, indicating overall normal nutritional status in the study population. HALP was inversely correlated with SII, PLR, and NLR in both groups. <b>Conclusions:</b> The HALP score appears to be the most reliable marker, as it reflects the inverse relationship between nutritional status and systemic immune-inflammation indices.

Authors

Institutions

Publication Details

Journal
Nutrients
Published
2025-12-03
DOI
https://doi.org/10.3390/nu17233799
Citations
1
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
Type
article
Field-Weighted Citation Impact
1.05
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Relationship Between Nutritional Status and Systemic Immune–Inflammation Indices Across BMI Categories

Abdülhalim Şenyiğit, Ayşen Kutan Fenercioğlu, Günay Can, Hafize Uzun
1 citations
Nutrients
Inflammatory Biomarkers in Disease Prognosis
1.05
article

Relationship Between Nutritional Status and Systemic Immune–Inflammation Indices Across BMI Categories

Abdülhalim Şenyiğit, Ayşen Kutan Fenercioğlu, Günay Can, Hafize Uzun
article en
1 citations

Abstract

<b>Background:</b> This study aimed to determine the relationship between nutritional status and systemic inflammation using four validated nutrition indices-Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) score, Prognostic Nutritional Index (PNI), Controlling Nutritional Status (CONUT) score, and Nutritional Risk Index (NRI)-and three immune-inflammation biomarkers-Systemic Immune-Inflammation Index (SII), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR)-in healthy adults with varying body mass index (BMI) levels. <b>Methods:</b> This retrospective study included 290 clinically healthy adults aged 18-60 years, categorized by BMI. Individuals with chronic diseases, medication use, or morbid obesity (BMI ≥ 40 kg/m<sup>2</sup>) were excluded. Nutrition scores (HALP, PNI, NRI, CONUT) and systemic immune-inflammation indices (SII, NLR, PLR) were calculated from laboratory data. For the comparisons of SII, PLR, NLR, PNI, HALP, NRI, and CONUT values between groups, age was adjusted for, and an ANCOVA test was performed. <b>Results:</b> Among the systemic immune-inflammation indices, SII and NLR were significantly higher in both the overweight and obesity groups. The CONUT score, a negative indicator of nutritional status, demonstrated positive correlations with SII, NLR, and PLR in the overweight group, and with PLR in the obesity group. Although PNI showed significant inverse correlations with SII, PLR, and NLR in both groups, the mean PNI values remained above 50, indicating overall normal nutritional status in the study population. HALP was inversely correlated with SII, PLR, and NLR in both groups. <b>Conclusions:</b> The HALP score appears to be the most reliable marker, as it reflects the inverse relationship between nutritional status and systemic immune-inflammation indices.

NutrientsVol. 17(23)
Istanbul University-Cerrahpaşa (TR), Atlas Üniversitesi, Istanbul Arel University (TR)
Openalex Percentile: Top 15%
Inflammatory Biomarkers in Disease Prognosis
1.05
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.