Evidence map›Paper›PMID 42293181›Full record

ArticleFrontiers in nutrition2026

Preoperative low Geriatric Nutritional Risk Index increases intensive care unit admission risk in patients undergoing gastrointestinal tumor surgery.

Wei-De Lin, Bi-Xia Lin, Jun-Fan Chen, Xiao-Ping Huang

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Wei-De LinDepartment of Anesthesiology, The First Hospital of Putian City, Putian, China.
Bi-Xia LinDepartment of Ultrasonography, The First Hospital of Putian City, Putian, China.
Jun-Fan ChenDepartment of Medical Equipment, The First Hospital of Putian City, Putian, China.
Xiao-Ping HuangDepartment of Anesthesiology, The First Hospital of Putian City, Putian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Gastrointestinal tumors are highly prevalent malignant tumors worldwide, and surgery is their primary treatment modality. Although the Geriatric Nutritional Risk Index (GNRI), a simple nutritional assessment tool, has been associated with prognosis in various diseases, its impact on ICU admission risk following gastrointestinal tumor surgery remains unclear. This study aims to investigate the relationship between preoperative GNRI and postoperative ICU admission risk. Methods: This retrospective cohort study analyzed 9,045 gastrointestinal tumor surgery patients from the INSPIRE database. Multivariable logistic regression with stepwise confounder adjustment was used to examine the GNRI-ICU admission association. Generalized additive models explored nonlinear relationships, while subgroup and sensitivity analyses verified result robustness. Results: Multivariable regression analysis demonstrated that preoperative GNRI decrease was significantly associated with increased risk of ICU admission in patients after gastrointestinal tumor surgery. The severe nutritional risk group (GNRI < 82) had a 2.01-fold higher risk of ICU admission compared to the no-risk group (GNRI > 98) (95% CI: 1.09-3.69). Nonlinear analysis identified GNRI = 89 as a key threshold ( Conclusion: Preoperative GNRI is an independent predictor for ICU admission following gastrointestinal tumor surgery, demonstrating a significant non-linear relationship with a critical threshold at GNRI = 89. The categorical risk stratification (GNRI < 82) provides clinically meaningful information for perioperative risk assessment.

Indexed as

gastrointestinal tumorGeriatric Nutritional Risk Indexintensive care unitintensive care unit admission riskretrospective study

Identifiers

PMID42293181
PMCPMC13254269

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.