Evidence map›Paper›PMID 41555354›Full record

ArticleBMC surgery2026

Impact of inflammatory biomarkers and surgical interventions on one-month recovery after rib fractures: a propensity-matched cohort study.

Xiaojiao Zhu, Jianwei Han, Chuan Long, Wenjun Cao, Suwei Xu, Yingding Ruan

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Article in BMC surgery, 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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5 · Who and what money

Authors and funding

6 authors.

Xiaojiao Zhu *Department of Thoracic Surgery, First People's Hospital of Jiande, Jiande, Zhejiang Province, 311600, China.
Jianwei Han *Department of Thoracic Surgery, First People's Hospital of Jiande, Jiande, Zhejiang Province, 311600, China.
Chuan LongDepartment of Thoracic Surgery, First People's Hospital of Jiande, Jiande, Zhejiang Province, 311600, China.
Wenjun CaoDepartment of Thoracic Surgery, Affiliated Zhongshan Hospital of Dalian University, Dalian, 116044, China.
Suwei XuDepartment of Thoracic Surgery, First People's Hospital of Jiande, Jiande, Zhejiang Province, 311600, China.
Yingding RuanDepartment of Thoracic Surgery, First People's Hospital of Jiande, Jiande, Zhejiang Province, 311600, China. ruanyingding@sina.com.

Funding

Jiande Municipal Science and Technology Bureau 2023SJZX07
6 · The paper itself

Abstract

backgroundRib fractures are common, but the value of surgical stabilization and inflammatory biomarkers for early recovery remains uncertain. We assessed the impact of pretreatment inflammatory indices and surgical stabilization on 1-month outcomes after rib fractures.

methodsWe retrospectively analyzed adults with radiologically confirmed rib fractures treated between 2020 and 2023. Primary outcomes were thoracic complications and ongoing oral analgesic use at 1 month; the secondary outcome was total hospital cost. Propensity score matching (1:2) was used to compare surgical with non-surgical management, and multivariable models explored associations between inflammatory indices and outcomes.

resultsAfter PSM (60 surgical vs. 117 non-surgical patients), surgical intervention was associated with a significant increase in total cost (≈ 30,800 CNY; P < 0.001) without reducing 1-month thoracic complications or analgesic use. Pre-existing thoracic complications independently predicted higher odds of 1-month complications (OR 4.05, 95% CI 1.08–18.15; P = 0.048), whereas comorbidities were associated with reduced risk (OR 0.29, 95% CI 0.08–0.89; P = 0.043). Higher systemic immune-inflammation index (SII) and neutrophil-to-lymphocyte ratio (NLR) were positively correlated with Injury Severity Score. In surgical patients, higher lymphocyte-to-monocyte ratio (LMR) and hemoglobin (HGB) levels were associated with a lower likelihood of ongoing analgesic use at 1 month (OR 0.70, 95% CI 0.46–0.95; P = 0.046).

conclusionSurgical stabilization of rib fractures incurs higher costs without clear short-term clinical benefit. Elevated SII and NLR reflect greater injury severity, while LMR and HGB levels are linked to analgesic requirements, suggesting potential biomarker-guided approaches for individualized pain management that warrant further validation.

Indexed as

InflammationRib FracturesAgedBiomarkersFemaleHumansMaleMiddle AgedNeutrophilsPostoperative ComplicationsPropensity ScoreRetrospective StudiesBiomarkersInflammatory biomarkersPostoperative recoveryPropensity score matchingRib fracturesSurgical intervention

Identifiers

PMID41555354
PMCPMC12903661

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