Evidence map›Paper›PMID 42404149›Full record

ArticleFrontiers in nutrition2026

Prognostic nutritional index versus pragmatically operationalized GLIM criteria for predicting postoperative complications and recovery in spine surgery: a prospective cohort study.

YongBo Yang, Rui Shi, Jian Zhou, Zhenjun Zhu

Abstract read
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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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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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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.

YongBo YangDepartment of Orthopedics, Xinxiang Central Hospital, The Fourth Clinical College of Henan Medical University, Xinxiang, Henan, China.
Rui ShiDepartment of Orthopedics, Xinxiang Central Hospital, The Fourth Clinical College of Henan Medical University, Xinxiang, Henan, China.
Jian ZhouDepartment of Orthopedics, Xinxiang Central Hospital, The Fourth Clinical College of Henan Medical University, Xinxiang, Henan, China.
Zhenjun ZhuDepartment of Orthopedics, Xinxiang Central Hospital, The Fourth Clinical College of Henan Medical University, Xinxiang, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Preoperative malnutrition increases surgical complications, yet the Prognostic Nutritional Index (PNI) and Global Leadership Initiative on Malnutrition (GLIM) criteria demonstrate conflicting validity in spine surgery populations. Methods: Prospective outcome cohort with retrospectively abstracted baseline data, comprising 1,341 consecutive spine surgery patients (Chinese tertiary center, February 2022-September 2025) stratified by PNI (normal ≥45 vs. low <45) and GLIM criteria. Baseline clinical and demographic variables were extracted from electronic medical records; all postoperative outcomes were ascertained prospectively using predetermined protocols. Outcomes: 30-day major complications (primary), healthcare utilization, and 90-day patient-reported recovery. Analysis: multivariable logistic regression, AUC comparison, net reclassification improvement. Results: Among 1,341 consecutive spine surgery patients (mean age 54.8 years, 46.8% female, 84.9% elective), low PNI (6.5%, Conclusion: PNI independently predicts perioperative complications and 90-day recovery trajectories in spine surgery patients, whereas the pragmatic GLIM operationalization employed in this study demonstrated no significant prognostic associations. Whether a fully resourced GLIM implementation with imaging-based muscle assessment would perform differently remains to be established.

Indexed as

GLIM criteriamalnutritionpostoperative complicationsprognostic nutritional indexspine surgerysurgical outcomes

Identifiers

PMID42404149
PMCPMC13327899

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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.