ArticleInternational orthopaedics2021
Scoring systems for early prediction of tibial fracture non-union: an update.
Article in International orthopaedics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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12 citing papers in PubMed, 12 citations in OpenAlex.
- Predicting nonunion - a hybrid machine-learning model combining patient factors and mechanobiological simulation features exceeds clinician accuracy.Bone & joint research · 2026Article
- Association between visceral adiposity index and delayed union/nonunion after tibial or femoral shaft fractures: a single-center retrospective cohort study.BMC musculoskeletal disorders · 2026Article
- [Non-Unions of the lower extremities].Chirurgie (Heidelberg, Germany) · 2025Review
- Application of the LEG NUI score to assess revision success in established distal femur non-unions.Journal of orthopaedics · 2025Article
- Case Studies of a Simulation Workflow to Improve Bone Healing Assessment in Impending Non-Unions.Journal of clinical medicine · 2024Article
- Three predictive scores compared in a retrospective multicenter study of nonunion tibial shaft fracture.World journal of orthopedics · 2024Article
- Comparison of mini-open reduction and autologous bone grafting with closed reduction and intramedullary device insertion for tibial shaft fractures: a retrospective study.Journal of orthopaedic surgery and research · 2023Article
- Computer-Based Mechanobiological Fracture Healing Model Predicts Non-Union of Surgically Treated Diaphyseal Femur Fractures.Journal of clinical medicine · 2023Article
- Consistent Protocol-Based Management of Humerus Shaft Nonunion: An Analysis of 100 Cases.Indian journal of orthopaedics · 2023Article
- [Update on non-unions 2022 : Imaging diagnostics, classification and treatment algorithms].Unfallchirurgie (Heidelberg, Germany) · 2022Review
- Induced membrane technique for acute bone loss and nonunion management of the tibia.OTA international : the open access journal of orthopaedic trauma · 2022Article
- Case report: Forearm infected non-united fracture managed with the Masquelet technique in a 71-year-old female patient.Trauma case reports · 2021Article
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo evaluate the available tibial fracture non-union prediction scores and to analyse their strengths, weaknesses, and limitations.
methodsThe first part consisted of a systematic method of locating the currently available clinico-radiological non-union prediction scores. The second part of the investigation consisted of comparing the validity of the non-union prediction scores in 15 patients with tibial shaft fractures randomly selected from a Level I trauma centre prospectively collected database who were treated with intramedullary nailing.
resultsFour scoring systems identified: The Leeds-Genoa Non-Union Index (LEG-NUI), the Non-Union Determination Score (NURD), the FRACTING score, and the Tibial Fracture Healing Score (TFHS). Patients demographics: Non-union group: five male patients, mean age 36.4 years (18-50); Union group: ten patients (8 males) with mean age 39.8 years (20-66). The following score thresholds were used to calculate positive and negative predictive values for non-union: FRACTING score ≥ 7 at the immediate post-operative period, LEG-NUI score ≥ 5 within 12 weeks, NURD score ≥ 9 at the immediate post-operative period, and TFHS < 3 at 12 weeks. For the FRACTING, LEG-NUI and NURD scores, the positive predictive values for the development of non-union were 80, 100, 40% respectively, whereas the negative predictive values were 60, 90 and 90%. The TFHS could not be retrospectively calculated for robust accuracy.
conclusionThe LEG-NUI had the best combination of positive and negative predictive values for early identification of non-union. Based on this study, all currently available scores have inherent strengths and limitations. Several recommendations to improve future score designs are outlined herein to better tackle this devastating, and yet, unsolved problem.
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