# The relationship between the Geriatric Nutritional Risk Index and all-cause mortality in patients with peripheral artery disease

**Authors:** Zhe Wu, Yue Yu, Bin Wang

PMC · DOI: 10.1371/journal.pone.0325938 · 2025-06-27

## TL;DR

This study finds that better nutrition, measured by the Geriatric Nutritional Risk Index, is linked to lower long-term mortality in patients with peripheral artery disease.

## Contribution

The study establishes a significant negative correlation between GNRI and all-cause mortality in PAD patients using a large population-based dataset.

## Key findings

- PAD patients with higher GNRI scores had significantly reduced long-term mortality risks compared to those with lower scores.
- A linear negative correlation between GNRI and all-cause mortality was confirmed using restrictive cubic spline analysis.
- The GNRI-mortality relationship was significant across most subgroups, except for specific demographic and disease-related subgroups.

## Abstract

Peripheral artery disease (PAD) is a common atherosclerotic condition that leads to limb dysfunction and increases mortality risk. Malnutrition is closely related to the long-term mortality of PAD patients. Therefore, studying the relationship between the Geriatric Nutritional Risk Index (GNRI) and long-term mortality in patients with PAD is crucial for identifying high-risk populations and developing targeted interventions.

Data were sourced from the National Health and Nutrition Examination Survey (NHANES) conducted between 1999–2004, including 532 PAD patients. Kaplan-Meier survival analysis and multivariate Cox regression models assessed the relationship between GNRI and all-cause mortality in PAD patients. Subgroup analyses were conducted to explore differences based on demographic and disease backgrounds.

During the follow-up period, a total of 415 all-cause deaths were recorded. The Kaplan-Meier survival curve showed significant differences in mortality rates between the different GNRI quartile groups. Multivariate Cox regression analysis showed a significant negative correlation between GNRI and the long-term mortality risk of PAD patients (HR: 0.950, 95%CI: 0.918, 0.983). Compared to the first GNRI quartile, PAD patients in the third (HR: 0.569, 95%CI: 0.357, 0.909) and fourth (HR: 0.396, 95%CI: 0.208, 0.751) quartiles had a significantly reduced risk of long-term mortality. Restrictive cubic spline analysis showed a significant linear negative correlation between GNRI and all-cause mortality in PAD patients. The subgroup analysis results showed that the negative correlation between GNRI and all-cause mortality in PAD patients was significant in all subgroups except for the female subgroup, subgroup with ABI > 0.7, subgroup without smoking history, and subgroup without hypertension.

There is a significant negative association between GNRI and all-cause mortality in PAD patients, suggesting that malnutrition may be a key factor affecting the prognosis of PAD patients. Early identification and intervention for malnutrition could reduce long-term mortality risks. Future research should further explore the role of nutritional interventions in the management of PAD and validate the findings of this study.

## Linked entities

- **Diseases:** malnutrition (MONDO:0006873)

## Full-text entities

- **Diseases:** PAD (MESH:D058729), Malnutrition (MESH:D044342), limb dysfunction (MESH:D001259), atherosclerotic condition (MESH:D050197), deaths (MESH:D003643), hypertension (MESH:D006973)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12204543/full.md

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Source: https://tomesphere.com/paper/PMC12204543