Evidence map›Paper›PMID 42168990›Full record

ArticleBMC surgery2026

The prognostic nutritional index is an early predictive marker for surgical site infection after spinal fusion surgery: a nested case-control study.

Bin Wang, Haoran Zhang, Shibin Shen, Haoran Huang, Zhenggang Zhou, Jianlin Ma, Liang Li

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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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7 authors.

Bin Wang *Department of Orthopedic Surgery, Qingdao Chengyang People's Hospital, Qingdao, Shandong, China.
Haoran Zhang *Department of Spinal Surgery, Peking University People's Hospital, Peking University, Beijing, China.
Shibin ShenDepartment of Orthopedic Surgery, Qingdao Chengyang People's Hospital, Qingdao, Shandong, China.
Haoran HuangDepartment of Orthopedic Surgery, Qingdao Chengyang People's Hospital, Qingdao, Shandong, China.
Zhenggang ZhouDepartment of Orthopedic Surgery, Qingdao Chengyang People's Hospital, Qingdao, Shandong, China.
Jianlin MaDepartment of Orthopedic Surgery, Qingdao Chengyang People's Hospital, Qingdao, Shandong, China. mjlcyrmyy@163.com.
Liang LiDepartment of Orthopedic Surgery, Qingdao Chengyang People's Hospital, Qingdao, Shandong, China. liliang200912@163.com.

Funding

Project Supported By Peking University People's Hospital Research And Development Funds RDEB2025-18
6 · The paper itself

Abstract

objectiveThis study aimed to evaluate the predictive value of the preoperative prognostic nutritional index (PNI) for surgical site infection (SSI) following spinal fusion surgery and validate its clinical utility as a simple screening tool.

methodsA retrospective nested case-control study was conducted on consecutive patients who underwent spinal fusion surgery between October 2014 and October 2024. A total of 220 patients with SSI (cases) were matched with 440 SSI-free patients (controls) by age, sex, and calendar year. Preoperative PNI was calculated based on serum albumin concentration and total peripheral blood lymphocyte count. Conditional logistic regression models were used to assess the independent association between PNI and SSI, with subgroup analyses stratified by disease category (degenerative diseases or spinal deformity).

resultsThe proportion of patients with PNI < 50 was significantly higher in cases than in controls (34.5% vs. 22.7%, P = 0.001). Univariate analysis showed that PNI < 50 was associated with an increased SSI risk (OR = 1.794, 95%CI = 1.257-2.562, P = 0.001). After adjusting for confounding factors including diabetes status, estimated blood loss, duration of surgery, drain length, number of surgical levels, surgical region, body mass index, age-adjusted Charlson comorbidity index, and American Society of Anesthesiologists physical status classification, PNI < 50 remained an independent predictor of SSI (OR = 1.568, 95%CI = 1.070-2.298, P = 0.021). Subgroup analysis revealed that the predictive value of PNI was significant in patients with degenerative spinal diseases (OR = 1.814, 95%CI = 1.042-3.156, P = 0.035) but not in those with spinal deformity (P > 0.05).

conclusionPreoperative PNI < 50 is an independent early predictive marker for SSI after spinal fusion surgery, particularly in patients with degenerative spinal diseases. Routine PNI assessment can facilitate preoperative risk stratification and individualized infection prevention strategies, improving surgical outcomes.

Indexed as

Nutrition AssessmentSpinal FusionSurgical Wound InfectionAdultAgedBiomarkersCase-Control StudiesFemaleHumansMaleMiddle AgedPredictive Value of TestsPrognosisRetrospective StudiesRisk FactorsBiomarkersPredictive markerPrognostic nutritional indexSpinal fusion surgerySurgical site infection

Identifiers

PMID42168990
PMCPMC13465880

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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.