Evidence map›Paper›PMID 39999195›Full record

ArticleThe Journal of bone and joint surgery. American volume2025

Admission Neutrophil-to-Lymphocyte Ratio Is Superior to WBC Count at Predicting the Presence and Severity of Pediatric Musculoskeletal Infection.

Brian Q Hou, Anoop S Chandrashekar, Naadir H Jamal, William F Hefley, Malini Anand, Katherine S Hajdu, Stephen W Chenard, Michael Greenberg, Hui Nian, Jacquelyn S Pennings and 4 more

Abstract read
In one paragraph

Article in The Journal of bone and joint surgery. American volume, 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. Article
  2. Article
  3. Review
  4. Observational
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

14 authors.

Brian Q HouVanderbilt University School of Medicine, Nashville, Tennessee.ORCID 0000-0002-9712-4020
Anoop S ChandrashekarVanderbilt University School of Medicine, Nashville, Tennessee.
Naadir H JamalVanderbilt University School of Medicine, Nashville, Tennessee.ORCID 0000-0002-5824-3537
William F HefleyVanderbilt University School of Medicine, Nashville, Tennessee.ORCID 0000-0002-0985-3697
Malini AnandVanderbilt University School of Medicine, Nashville, Tennessee.
Katherine S HajduVanderbilt University School of Medicine, Nashville, Tennessee.
Stephen W ChenardVanderbilt University School of Medicine, Nashville, Tennessee.ORCID 0000-0003-1029-7015
Michael GreenbergVanderbilt University School of Medicine, Nashville, Tennessee.ORCID 0000-0002-5518-3743
Hui NianDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.
Jacquelyn S PenningsDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-6070-3205
Ryan A SeltzerDepartment of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-0833-3673
James E CassatVanderbilt Center for Bone Biology, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-1199-1167
Stephanie N Moore-LotridgeDepartment of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-3045-4199
Jonathan G SchoeneckerDepartment of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-3097-5496

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
Defining the impact of host factors on the molecular architecture and bacterial physiology of Staphylococcus aureus abscessesR01AI145992 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CASSAT, JAMES E, SKAAR, ERIC P · 2020 to 2024
$3.8M
Mechanisms of antibiotic failure during osteomyelitisR01AI173795 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI JAMES E CASSAT · 2023 to 2026
$2.2M
NCATS NIH HHS UL1 TR002243NIAID NIH HHS R01 AI145992NIAID NIH HHS R01 AI173795
6 · The paper itself

Abstract

backgroundAccurately determining the presence and severity of pediatric musculoskeletal infection (MSKI) is crucial for effective triage and treatment. Although the white blood-cell (WBC) count is often used as a marker for MSKI, we hypothesized that the use of the WBC count is limited by age-related variability in children. We proposed that the absolute neutrophil-to-lymphocyte ratio (NLR), which has less age-related variability, is a more reliable indicator for both diagnosing and assessing the severity of MSKI. The present study aims to compare the utility of WBC against that of the NLR, as well as C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR), for predicting MSKI presence and severity in children.

methodsA retrospective cohort study was conducted with use of a database of pediatric orthopaedic consultations for suspected MSKI between January 2013 and July 2022. Diagnoses were categorized as MSKI or no infection, and the severity of any present infection was stratified as local or disseminated. Admission laboratory values were collected. Statistical modeling was performed to assess the capabilities of the WBC, NLR, CRP, and ESR to diagnose MSKI and to assess infection severity, with cutoff thresholds established for clinical use.

resultsThis study included 650 patients (median age, 5.2 years; 63% male; 75% White). Of these, 247 patients had no infection, while 403 were diagnosed with an MSKI. Median WBC count, NLR, CRP, and ESR were all significantly higher in pediatric cases of confirmed MSKI. WBC was a poor predictor of infection severity, whereas NLR, CRP, and ESR each positively correlated with infection severity. At the time of admission, an NLR of 4 was highly specific for detecting the presence of infection, and an NLR of 5.8 was highly specific for predicting infection dissemination. CRP was the best predictor of both infection presence and severity, demonstrating the highest specificity and sensitivity, followed by NLR, which outperformed ESR and WBC.

conclusionsBecause of considerable age-related variability, the predictive value of the WBC count for pediatric MSKI presence and severity is limited. NLR, which is less affected by age-related variability, is superior at predicting MSKI severity. Although CRP remains the benchmark, the NLR offers a valuable alternative to the WBC. Our study provides a comparative framework for these biomarkers, enhancing MSKI assessment across various clinical settings. LEVEL OF EVIDENCE: Diagnostic Level III . See Instructions for Authors for a complete description of levels of evidence.

Indexed as

LymphocytesMusculoskeletal DiseasesNeutrophilsAdolescentBiomarkersBlood SedimentationChildChild, PreschoolC-Reactive ProteinFemaleHumansInfantLeukocyte CountLymphocyte CountMalePredictive Value of TestsBiomarkersC-Reactive Protein

Identifiers

PMID39999195
PMCPMC12169756

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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 Socratic graph.