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Blood Cell Ratios as Predictors of Response to Platelet-Rich Plasma in Knee Osteoarthritis (PRP-NLR)
Baseline Neutrophil-to-Lymphocyte Ratio and Related Complete Blood Count-Derived Inflammatory Indices as Predictors of Clinical Response to Intra-Articular Platelet-Rich Plasma in Knee Osteoarthritis: A Prospective Single-Arm Cohort Study
Studie Overzicht
Toestand
Conditie
Gedetailleerde beschrijving
Background and Rationale: Intra-articular platelet-rich plasma (PRP) is increasingly used for symptomatic knee osteoarthritis, but the clinical response is highly variable and no inexpensive, routinely available biomarker currently guides patient selection. Recent work indicates that the peripheral-blood inflammatory phenotype is associated with PRP response (Tonutti et al., 2025) and that the absolute neutrophil count is an independent early-response predictor (De Luca et al., 2025). However, simple complete-blood-count-derived ratios such as the neutrophil-to-lymphocyte ratio (NLR) have not been tested prospectively for this purpose. This study addresses that gap with a pragmatic, low-cost translational biomarker design.
Design: Prospective, single-arm, observational cohort study. Outcome assessors are blinded to patients' blood-count values; patients are not informed of their NLR; statistical analysis is conducted blinded.
Population and Setting: 120 patients aged 40 to 60 years with symptomatic Kellgren-Lawrence grade 2 to 3 knee osteoarthritis and a body mass index below 40, recruited over a 4-month window (target 30 enrollments per month) from the Department of Orthopaedics and Traumatology, University of Kyrenia, Dr. Suat Gunsel Hospital. Approximately 180 patients are anticipated to be screened, with a target of 102 completed, analyzable participants after an estimated 15 percent attrition.
Intervention (uniform, per protocol): Each participant receives three leukocyte-poor PRP injections at one-week intervals. PRP is prepared by manual double-spin centrifugation (soft spin 1500 rpm for 5 minutes, then hard spin 3300 rpm for 10 minutes) from 20 mL of whole blood per session (total 60 mL per patient across the three sessions), anticoagulated with 8.5 percent ACD-A, without exogenous activation, targeting a 4 to 6 fold platelet concentration. Injections are delivered under ultrasound guidance via a superolateral approach with skin infiltration of 1 percent lidocaine. A 48-hour restriction on non-steroidal anti-inflammatory drugs is applied after each injection.
Biomarkers: The primary predictor is the baseline NLR. Secondary predictors are PLR, SII, and MLR; tertiary predictors are C-reactive protein and erythrocyte sedimentation rate. All are derived from a routine baseline complete blood count.
Outcomes: The primary clinical outcome is the change in WOMAC total score at 6 months. Treatment response is defined a priori as at least 30 percent improvement in WOMAC together with fulfilment of the OMERACT-OARSI responder criteria. Clinical assessments occur at baseline and at 1, 3, and 6 months.
PRP Product Characterization: Quality control is performed in two tiers. Tier 1 (all 120 patients, all 360 batches) records the final platelet concentration, the total leukocyte count, and the final volume. Tier 2, a pre-specified validation subset of approximately 40 patients (the first 20 consecutive patients plus every fifth subsequent patient, approximately 120 batches), additionally records the leukocyte differential and erythrocyte contamination.
Statistical Analysis and Sample Size: The primary analysis is a multivariable linear regression of 6-month WOMAC change on baseline NLR, adjusted for age, body mass index, Kellgren-Lawrence grade, and baseline WOMAC. A secondary analysis evaluates the discriminative performance of baseline NLR for responder status by receiver operating characteristic analysis. For the primary regression (alpha 0.05, power 0.80, one numerator degree of freedom, five predictors, effect size f-squared 0.10), 82 participants are required; the secondary analysis requires 95. To satisfy both, the enrollment target is 120, anticipating 102 completers.
Ethics and Reporting: Ethics approval is sought from the Girne University Clinical Research Ethics Committee. Reporting follows the STROBE and REMARK recommendations, and the protocol follows SPIRIT guidance.
Studietype
Inschrijving (Geschat)
Contacten en locaties
Studiecontact
- Naam: Utku Gurhan, MD
- Telefoonnummer: +90 539 112 6898
- E-mail: utkugrhn@gmail.com
Studie Locaties
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Kyrenia, Cyprus
- University of Kyrenia, Dr. Suat Gunsel Hospital - Department of Orthopaedics and Traumatology
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Contact:
- Utku Gurhan, MD
- E-mail: utkugrhn@gmail.com
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Hoofdonderzoeker:
- Utku Gurhan, MD
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Onderonderzoeker:
- Fazli Levent Umur, MD
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Deelname Criteria
Geschiktheidscriteria
Leeftijden die in aanmerking komen voor studie
- Volwassen
Accepteert gezonde vrijwilligers
Bemonsteringsmethode
Studie Bevolking
Beschrijving
Inclusion Criteria:
- Age 40 to 60 years
- Symptomatic primary knee osteoarthritis, Kellgren-Lawrence grade 2 or 3 on weight-bearing radiographs
- Body mass index below 40
- Candidate for and scheduled to receive a course of intra-articular platelet-rich plasma for the index knee
- Able and willing to provide written informed consent and to attend the 6-month follow-up schedule
Exclusion Criteria:
- Systemic inflammatory or autoimmune disease
- Active acute infection at the time of enrollment
- Current anticoagulant or antiplatelet therapy, or current or recent chemotherapy
- Any contraindication to platelet-rich plasma per the 2025 GRIIP recommendations
- Intra-articular injection of the index knee within the previous 6 months
- Inability to comply with the planned follow-up schedule
Studie plan
Hoe is de studie opgezet?
Ontwerpdetails
Wat meet het onderzoek?
Primaire uitkomstmaten
Uitkomstmaat |
Maatregel Beschrijving |
Tijdsspanne |
|---|---|---|
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Change in WOMAC total score at 6 months
Tijdsspanne: Baseline to 6 months
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Change from baseline in the total score of the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) at 6 months after the first injection.
The primary analysis is a multivariable linear regression testing the baseline neutrophil-to-lymphocyte ratio (NLR) as the predictor of interest, adjusted for age, body mass index, Kellgren-Lawrence grade, and baseline WOMAC score.
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Baseline to 6 months
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Secundaire uitkomstmaten
Uitkomstmaat |
Maatregel Beschrijving |
Tijdsspanne |
|---|---|---|
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Treatment response at 6 months (responder versus non-responder)
Tijdsspanne: Baseline to 6 months
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Treatment response is defined a priori as at least 30 percent improvement in WOMAC total score together with fulfilment of the OMERACT-OARSI responder criteria.
The discriminative performance of the baseline NLR for responder status is assessed by receiver operating characteristic analysis with the optimal threshold identified by the Youden index.
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Baseline to 6 months
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Predictive value of PLR, SII, and MLR for 6-month WOMAC change
Tijdsspanne: Baseline to 6 months
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Association of the baseline platelet-to-lymphocyte ratio (PLR), systemic immune-inflammation index (SII), and monocyte-to-lymphocyte ratio (MLR) with the change in WOMAC total score at 6 months, evaluated by multivariable regression.
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Baseline to 6 months
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Change in WOMAC total score at 1 and 3 months
Tijdsspanne: Baseline to 1 month and to 3 months
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Change from baseline in WOMAC total score at the 1-month and 3-month assessments, describing the trajectory of clinical response.
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Baseline to 1 month and to 3 months
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Change in knee pain on a Visual Analogue Scale
Tijdsspanne: Baseline to 1, 3, and 6 months
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Change from baseline in knee pain on a Visual Analogue Scale at the 1-month, 3-month, and 6-month assessments.
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Baseline to 1, 3, and 6 months
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Change in the Knee injury and Osteoarthritis Outcome Score (KOOS)
Tijdsspanne: Baseline to 6 months
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Change from baseline in the Knee injury and Osteoarthritis Outcome Score (KOOS) subscale scores at 6 months.
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Baseline to 6 months
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Association of baseline CRP and ESR with treatment response
Tijdsspanne: Baseline to 6 months
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Exploratory association of the baseline C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR) with 6-month treatment response.
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Baseline to 6 months
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Andere uitkomstmaten
Uitkomstmaat |
Maatregel Beschrijving |
Tijdsspanne |
|---|---|---|
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Platelet-rich plasma product characterization
Tijdsspanne: At the three injection sessions (study weeks 1, 2, and 3)
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Two-tier quality control of the PRP product.
Tier 1 (all 120 patients, all 360 batches): final platelet concentration, total leukocyte count, and final volume.
Tier 2 (a pre-specified validation subset of approximately 40 patients, approximately 120 batches): leukocyte differential and erythrocyte contamination.
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At the three injection sessions (study weeks 1, 2, and 3)
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Medewerkers en onderzoekers
Sponsor
Onderzoekers
- Hoofdonderzoeker: Utku Gurhan, MD, University of Kyrenia
- Onderonderzoeker: Fazli Levent Umur, MD, University of Kyrenia
- Onderonderzoeker: Enes Sari, MD, Near East University
- Onderonderzoeker: Yakup Kahve, MD, Ankara City Hospital Bilkent
Publicaties en nuttige links
Algemene publicaties
- Tonutti et al. Biomed Pharmacother. 2025. doi:10.1016/j.biopha.2025.118674
- De Luca et al. Nutrients. 2025. doi:10.3390/nu17193134
- Lee et al. BMC Musculoskelet Disord. 2024. doi:10.1186/s12891-024-07475-1
- Zhang et al. Front Med (Lausanne). 2026. doi:10.3389/fmed.2026.1787872
- Louis et al. Arthroscopy. 2021. doi:10.1016/j.arthro.2021.03.074
- GRIIP recommendations on intra-articular orthobiologics. Knee Surg Sports Traumatol Arthrosc. 2025. doi:10.1002/ksa.12682
Studie record data
Bestudeer belangrijke data
Studie start (Geschat)
Primaire voltooiing (Geschat)
Studie voltooiing (Geschat)
Studieregistratiedata
Eerst ingediend
Eerst ingediend dat voldeed aan de QC-criteria
Eerst geplaatst (Werkelijk)
Updates van studierecords
Laatste update geplaatst (Werkelijk)
Laatste update ingediend die voldeed aan QC-criteria
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Meer informatie
Termen gerelateerd aan deze studie
Trefwoorden
Aanvullende relevante MeSH-voorwaarden
Andere studie-ID-nummers
- PRP-NLR-2026
Plan Individuele Deelnemersgegevens (IPD)
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Beschrijving IPD-plan
IPD-tijdsbestek voor delen
IPD-toegangscriteria voor delen
IPD delen Ondersteunend informatietype
- LEERPROTOCOOL
- SAP
- ICF
- ANALYTIC_CODE
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