ReviewJournal of spine surgery (Hong Kong)2025
The neutrophil-to-lymphocyte ratio (NLR) levels predicting the surgical site infection in spinal surgery: a systematic review.
Review in Journal of spine surgery (Hong Kong), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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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.
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Who cites it
4 citing papers in PubMed.
- Composite inflammatory, immune, and nutritional indices for predicting surgical site infection following spine surgery: a systematic review with narrative synthesis.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Review
- Postoperative C-Reactive Protein Trajectories in Spine Surgery - Influence of Vancomycin Powder: A Secondary Analysis of a Prospective Randomized Controlled Trial.Global spine journal · 2026Article
- Systemic Inflammatory Response Index as a Predictor of Postoperative Infectious Complications in Elderly Patients Undergoing Posterior Spinal Instrumentation.Journal of clinical medicine · 2025Article
- Risk factors and predictive model for early surgical site infection following single-level PLIF in diabetic patients.Frontiers in surgery · 2025Article
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Authors and funding
4 authors.
Funding
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Abstract
Background: Surgical site infection (SSI) is a prevalent complication in spinal surgery, associated with significant morbidity, prolonged hospital stays, and increased healthcare costs. The early detection of SSI can lead to timely intervention. Among available diagnostic methods, the neutrophil-to-lymphocyte ratio (NLR) has emerged as a simple, accessible marker with potential predictive value for SSIs. This systematic review aims to evaluate the diagnostic role of NLR, in the early detection of SSIs following spinal surgery. Methods: Following PRISMA guidelines, we conducted a comprehensive literature search in MEDLINE, Web of Science, Embase, and Scopus databases for studies examining the utility of NLR in predicting SSIs in all types of spinal surgery patients. Ultimately, 7 studies met the inclusion criteria; all retrospective in design, with sample sizes ranging from 77 to 384. Studies focused on NLR values measured at different postoperative days, solely or along with some integrating additional markers, including C-reactive protein (CRP) and body mass index (BMI), into predictive models. Results: Our study confirmed that NLR serves as a significant predictor of SSIs post-spinal surgery. Analyses of included studies revealed variable optimal NLR cutoff values, ranging from 3.21 to 4.91, dependent on postoperative day and surgery type. The highest predictive accuracy was observed when NLR was combined with CRP and lymphocyte percentage, enhancing early SSI detection. However, the variability in cutoff values and measurement timing across studies suggests limitations due to heterogeneity in study designs and patient populations, indicating the need for further research to establish standardized protocols. Conclusions: NLR could be of value for early SSI detection in spinal surgery, with its diagnostic accuracy potentially improved by combining it with other markers. However, variability in cutoff values and timing across studies suggests the need for further research to standardize these parameters. Establishing consistent protocols could improve SSI detection, enabling faster interventions and potentially enhancing patient outcomes in spinal surgery.
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