Evidence map›Paper›PMID 40242815›Full record

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.

Maryam Salimi, Seyedarad Mosalamiaghili, Asma Mafhoumi, Muhammad Riaz

Abstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. 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 · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Maryam SalimiBone and Joint Disease Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.ORCID https://orcid.org/0000-0001-9771-7048
Seyedarad MosalamiaghiliGolestan Rheumatology Research Center, Golestan University of Medical Sciences, Gorgan, Iran.ORCID https://orcid.org/0000-0002-3554-4935
Asma MafhoumiSchool of Medicine, Tehran University of Medical Sciences, Tehran, Iran.ORCID https://orcid.org/0000-0003-0841-7567
Muhammad RiazDepartment of Neurosurgery, Colorado University, Denver, CO, USA.ORCID https://orcid.org/0009-0000-0137-4635

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Neutrophil-to-lymphocyte ratio (NLR)spinal surgerysurgical site infection (SSI)

Identifiers

PMID40242815
PMCPMC11998054

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Registered trials

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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.