Evidence map›Paper›PMID 42051736›Full record

ArticleFrontiers in medicine2026

Differential association of the 5-factor modified frailty index with postoperative pulmonary complications: specific prediction of infection risk after pulmonary lobectomy.

Qianying Zheng, Zhuangbo Wu, Lingbo Du, Aiyang Chen, Jingmei Zhou, Jingxin Shi, Yuqing Lai, Wenbo Chen, Weiqi Ke, Huali Xu

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Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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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

10 authors.

Qianying Zheng *Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Zhuangbo Wu *Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Lingbo DuShantou University Medical College, Shantou, Guangdong, China.
Aiyang ChenShantou University Medical College, Shantou, Guangdong, China.
Jingmei ZhouDepartment of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Jingxin ShiDepartment of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Yuqing LaiDepartment of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Wenbo ChenDepartment of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Weiqi KeDepartment of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Huali XuDepartment of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Frailty is recognized as an important predictor of postoperative outcomes, yet evidence on the differential association between the 5-factor modified frailty index (mFI-5) and specific postoperative pulmonary complications (PPCs) following pulmonary lobectomy remains limited. This study aims to investigate the association between mFI-5 and the risk of distinct PPCs, with comprehensive adjustment for potential confounders. Methods: In this retrospective study of 391 patients undergoing lung resection, participants were stratified into Robust, Pre-frail, and Frail groups by mFI-5 score. The primary outcomes were postoperative pulmonary infection, pneumothorax, and pleural effusion, defined according to EPCO criteria with thoracic surgery-specific refinements. Multivariable logistic regression was used to assess associations, adjusting for comprehensive confounders. Multicollinearity was assessed using variance inflation factor (VIF). Subgroup analyses and interaction tests were performed. Results: Among the cohort (mean age 62.17 ± 8.71 years, 61.13% male), frailty status was associated with older age and a higher comorbidity burden. In fully adjusted models, the mFI-5 was a strong, independent predictor of postoperative pulmonary infection. Compared to the Robust group, the Pre-frail and Frail groups had significantly increased odds, with adjusted odds ratios (ORs) of 3.5 (95% CI: 1.6-7.9; Conclusion: The 5-factor modified frailty index (mFI-5) was independently associated with an increased risk of postoperative pulmonary infection, but not with pneumothorax or pleural effusion, following lung surgery. These findings suggest that the predictive capacity of mFI-5 varies across complication types.

Indexed as

frailtylobectomymodified frailty indexpleural effusionpneumothoraxpostoperative infection

Identifiers

PMID42051736
PMCPMC13110951

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