Evidence map›Paper›PMID 41148285›Full record

ArticleJournal of bone and mineral metabolism2026

Combining GNRI and CLR index predicts outcome following hip fracture surgery.

Jian Yuan Chua, Kuang-Ting Yeh, Ru-Ping Lee, Wen-Tien Wu

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Article in Journal of bone and mineral metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jian Yuan ChuaInstitute of Medical Sciences, Tzu Chi University, Hualien, 970374, Taiwan.
Kuang-Ting YehInstitute of Medical Sciences, Tzu Chi University, Hualien, 970374, Taiwan.
Ru-Ping LeeInstitute of Medical Sciences, Tzu Chi University, Hualien, 970374, Taiwan.
Wen-Tien WuInstitute of Medical Sciences, Tzu Chi University, Hualien, 970374, Taiwan. timwu@tzuchi.com.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionHip fractures in older adults lead to high mortality and reduced quality of life, requiring effective outcome prediction tools. The Geriatric Nutritional Risk Index (GNRI) evaluates nutritional status, while inflammatory markers such as the Systemic Immune-Inflammation Index (SII), pan-immune-inflammation value (PIV), and c-reactive protein-to-lymphocyte ratio (CLR) serve as potential predictors. This study assesses the combined effectiveness of GNRI and these markers in forecasting post-hip fracture surgery outcomes. MATERIALS AND

methodsThis retrospective cohort study included geriatric hip fracture patients treated from 2020 to 2022. Biomarkers including GNRI, SII, PIV, and CLR were calculated from pre-operative laboratory data. GNRI was based on serum albumin and body weight, while inflammatory indices were derived from neutrophil, lymphocyte, platelet, monocyte counts, and CRP levels measured via hospital analyzers. Time-dependent ROC curves were used to identify optimal cutoff values, and Cox regression was applied to examine associations with overall survival.

resultsA total of 159 patients aged ≥ 60 years were included. In single-index analyses, a high GNRI (HR 0.95, 95% CI 0.91-0.98) was significantly associated with improved overall survival (OS), while a high SII (HR 1.002, 95% CI 1.0006-1.0034) was associated with reduced OS. Combination analyses revealed that low GNRI and elevated CLR significantly associated with risk of postoperative mortality (HR 4.92, 95% CI 2.25-10.92). Combining GNRI with CLR predicted mortality within 3 months post-hip surgery with 90% accuracy.

conclusionCombining GNRI and CLR effectively predicts mortality risk in elderly hip fracture patients, particularly during the high-risk first 3 months after surgery.

Indexed as

C-Reactive ProteinHip FracturesLymphocytesNutritional StatusNutrition AssessmentAgedAged, 80 and overBiomarkersFemaleHumansMaleMiddle AgedPrognosisRetrospective StudiesTreatment OutcomeBiomarkersC-Reactive ProteinC-reactive protein-to-lymphocyte ratio (CLR)Geriatric hip fracture prognosis predictionGeriatric nutritional risk index (GNRI)Pan-immune-inflammation value (PIV)Systemic immune-inflammation index (SII)

Identifiers

PMID41148285

What Socratic holds

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Registered trials

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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 Socratic graph.