ArticleJournal of orthopaedic surgery and research2020
Predictive values of the postoperative neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and lymphocyte-to-monocyte ratio for the diagnosis of early periprosthetic joint infections: a preliminary study.
Article in Journal of orthopaedic surgery and research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.
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Who cites it
45 citing papers in PubMed, 63 citations in OpenAlex.
- Perioperative Inflammatory Biomarkers and Surgical Site Infection After Pelvic and Acetabular Fracture Surgery: A Retrospective Cohort Study.Journal of clinical medicine · 2026Article
- Diagnostic performance of the platelet-to-lymphocyte ratio (PLR) for periprosthetic joint infection after total hip and knee arthroplasty: a systematic review and meta-analysis.Knee surgery & related research · 2026Review
- Early postoperative neutrophil to lymphocyte and platelet to lymphocyte ratios predict postoperative complications after curative surgery for locally advanced rectal cancer.Discover oncology · 2026Article
- Predictive value of shock indices in 30-day mortality for elderly hip fracture patients: a retrospective cohort study.Acta orthopaedica et traumatologica turcica · 2026Article
- Impact of inflammatory biomarkers and surgical interventions on one-month recovery after rib fractures: a propensity-matched cohort study.BMC surgery · 2026Article
- Article
- Impact of inflammatory biomarkers and surgical interventions on one-month recovery after rib fractures: A propensity-matched cohort study.Surgery open science · 2025Review
- Postoperative Hypoalbuminemia as a Predictor of Early Mortality After Cementless Hemiarthroplasty for Hip Fractures.Medicina (Kaunas, Lithuania) · 2025Article
- Systemic Inflammatory Response Index as a Predictor of Postoperative Infectious Complications in Elderly Patients Undergoing Posterior Spinal Instrumentation.Journal of clinical medicine · 2025Article
- Diagnostic Performance of Serum Neutrophil-Lymphocyte and Serum Monocyte-Lymphocyte Ratios in Periprosthetic Joint Infection: A Comparative Meta-Analytic Review of 29 Studies.Journal of clinical medicine · 2025Review
- Beyond Cultures: The Evolving Role of Molecular Diagnostics, Synovial Biomarkers and Artificial Intelligence in the Diagnosis of Prosthetic Joint Infections.Journal of clinical medicine · 2025Review
- Periprosthetic joint infection after arthroplasty: advances and future prospects.Journal of orthopaedic surgery and research · 2025Review
- Evaluation of the Diagnostic Accuracy of Serum Albumin and Globulin in Pyogenic Spondylitis.Journal of clinical medicine · 2025Article
- Is there an association between inflammatory biomarkers and organ space surgical site infection after emergency laparotomy in massively transfused trauma patients?American journal of surgery · 2025Article
- The neutrophil-to-lymphocyte ratio (NLR) levels predicting the surgical site infection in spinal surgery: a systematic review.Journal of spine surgery (Hong Kong) · 2025Review
- Combining systemic inflammation biomarkers with traditional prognostic factors to predict surgical site infections in elderly hip fracture patients: a risk factor analysis and dynamic nomogram development.Journal of orthopaedic surgery and research · 2025Article
- Assessing surgical trauma in robot-assisted pelvic fracture fixation: the role of the systemic immune-inflammatory index.Frontiers in surgery · 2025Article
- Risk factors and predictive model for early surgical site infection following single-level PLIF in diabetic patients.Frontiers in surgery · 2025Article
- Blood Cell Ratio Combinations for Diagnosing Periprosthetic Joint Infections: A Preliminary Study.Infection and drug resistance · 2025Article
- What is the diagnostic accuracy of neutrophil to lymphocyte ratio and monocyte to lymphocyte ratio in detecting acute periprosthetic joint infections? A gender-specific analysis.Archives of orthopaedic and trauma surgery · 2024Article
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Authors and funding
13 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundSeveral studies have been conducted to report diagnostic values of the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and lymphocyte-to-monocyte ratio (LMR) in the many diseases, such as oncological, inflammatory, and some infectious diseases. However, the predictive value of these laboratory parameters for early periprosthetic joint infections (PJIs) has not yet been reported. The aim of this study was to determine predictive values of the postoperative NLR, PLR, and LMR for the diagnosis of PJIs.
methodsIn this retrospective study, 104 patients (26 early PJI cases and 78 non-PJI cases) who underwent total joint arthroplasty were enrolled in this study. All the patients were then categorized into two groups: PJI group, patients with the diagnosis of PJI (26 patients; 14 males, 12 females; mean age = 65.47 ± 10.23 age range = 51-81 ) and non-PJI group, patients without PJI (78 patients; 40 males, 38 females; mean age = 62.15 ± 9.33, age range = 41-92). We defined "suspected time" as the time that any abnormal symptoms or signs occurred, including fever, local swelling, or redness around the surgical site between 2 and 4 weeks after surgery and before the diagnosis. Suspected time and laboratory parameters, including NLR, PLR, LMR, erythrocyte sedimentation rate (ESR), and C-reactive protein (CRP), were compared between both groups. The trends of postoperative NLR, LMR, PLR, CRP, and ESR were also reviewed. The predictive ability of these parameters at the suspected time for early PJI was evaluated by multivariate analysis and receiver operating characteristic (ROC) curve analysis.
resultsNLR, PLR, and LMR returned to preoperative levels within 2 weeks after surgery in the two groups. In the PJI group, NLR and PLR were significantly increased during the incubation period of infection or infection, and LMR was significantly reduced, although 61.5% (16/26) of the patients had normal white blood cells. Interestingly, ESR and CRP were still relatively high 2 weeks after surgery and were not different between the two groups before infection started (p = 0.12 and 0.4, respectively). NLR and PLR were significantly correlated with early PJI (Odds ratios for NLR and PLR = 88.36 and 1.12, respectively; p values for NLR and PLR = 0.005 and 0.01, respectively). NLR had great predictive ability for the diagnosis of early PJI, with a cut-off value of 2.77 (sensitivity = 84.6%, specificity = 89.7%, 95% CI = 0.86-0.97).
conclusionsESR and CRP seem not to be sensitive for the diagnosis of early PJI due to their persistently high levels after arthroplasty. The postoperative NLR at the suspected time may have a great ability to predict early PJI.
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