Evidence map›Paper›PMID 42723963›Full record

Observational studyFrontiers in endocrinology2026

Association of preoperative fasting blood glucose with 1-year Harris Hip Score after hip fracture in older adults: a multicenter retrospective cohort study.

Huazhong Liu, Jiajun Liao, Ji Li, Guixin Zhang, He Tian, Huai Wu, Haoze Yang, Shiwei Yang, Yun Lu

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Frontiers in endocrinology, 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

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.

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Huazhong Liu *Shenzhen Pingle Orthopedic Hospital (Shenzhen Pingshan District Hospital of Traditional Chinese Medicine), Shenzhen, China.
Jiajun Liao *Shenzhen Pingle Orthopedic Hospital (Shenzhen Pingshan District Hospital of Traditional Chinese Medicine), Shenzhen, China.
Ji LiNortheastern University, Shengyang, China.
Guixin ZhangShenzhen Pingle Orthopedic Hospital (Shenzhen Pingshan District Hospital of Traditional Chinese Medicine), Shenzhen, China.
He TianShenzhen Pingle Orthopedic Hospital (Shenzhen Pingshan District Hospital of Traditional Chinese Medicine), Shenzhen, China.
Huai WuShenzhen Pingle Orthopedic Hospital (Shenzhen Pingshan District Hospital of Traditional Chinese Medicine), Shenzhen, China.
Haoze YangPeking University Shenzhen Hospital, Shenzhen, China.
Shiwei YangShenzhen Second People's Hospital, Shenzhen, China.
Yun LuShenzhen Pingle Orthopedic Hospital (Shenzhen Pingshan District Hospital of Traditional Chinese Medicine), Shenzhen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The impact of preoperative fasting blood glucose (FBG) on functional recovery after hip fracture remains uncertain. Methods: We conducted a multicenter retrospective cohort study of older adults undergoing hip fracture surgery at three hospitals in Shenzhen, China, between January 2021 and May 2023. De-identified electronic health record data were pooled across centers. The primary outcome was 1-year functional recovery, assessed using the Harris Hip Score (HHS) and categorized as satisfactory (HHS ≥70) or unsatisfactory (HHS <70). Associations between FBG and recovery were evaluated using logistic regression in unadjusted, demographic-adjusted, and fully adjusted models including 28 prespecified clinical and perioperative covariates. Sensitivity analysis additionally adjusted for study center. FBG was analyzed continuously and categorically using World Health Organization cutoffs and tertiles. Generalized additive models assessed dose-response patterns, and subgroup analyses explored effect modification. Results: Among 615 patients, higher preoperative FBG was associated with poorer 1-year functional recovery. In the fully adjusted model, each 1 mmol/L increase in FBG was associated with a 12% reduction in the odds of achieving HHS ≥70 (OR, 0.88; 95% CI, 0.80-0.96; P = 0.0036). Compared with FBG <6.1 mmol/L, FBG ≥7.0 mmol/L was associated with lower odds of satisfactory recovery (OR, 0.60; 95% CI, 0.37-0.98; P = 0.0414). Tertile analyses were consistent (highest vs lowest tertile: OR, 0.58; 95% CI, 0.34-1.00; P = 0.0485), with a significant linear trend. After additional adjustment for study center, the continuous association remained significant (OR, 0.89; 95% CI, 0.81-0.97; P = 0.0111), whereas categorical associations were attenuated. Smoothing curves suggested an approximately linear relationship. Subgroup findings were generally consistent but should be considered exploratory because no correction for multiple comparisons was applied. Conclusions: Elevated preoperative FBG was independently associated with worse 1-year functional recovery after hip fracture surgery, particularly when modeled continuously. FBG may aid risk stratification and perioperative planning, but threshold-based findings require further validation. Prospective studies should determine whether perioperative glycemic management improves functional outcomes.

Indexed as

Blood GlucoseFastingHip FracturesRecovery of FunctionAgedAged, 80 and overChinaFemaleHumansMalePreoperative PeriodRetrospective StudiesBlood Glucosefunctional recoveryHarris Hip Scorehip fracture surgerymulticenter studypreoperative fasting blood glucose

Identifiers

PMID42723963
PMCPMC13558032

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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.