ArticleEuropean journal of medical research2023
A nomogram for predicting the risk of new vertebral compression fracture after percutaneous kyphoplasty.
Article in European journal of medical research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 2 syntheses or guidelines pooled it, 14 citations in OpenAlex.
- Risk factors for new vertebral fracture after percutaneous vertebroplasty or kyphoplasty for osteoporotic vertebral compression fractures (OVCFs): an updated systematic review and meta-analysis.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 · 2025Pooled it
- Predicting residual pain after vertebral augmentation in vertebral compression fractures: a systematic review and critical appraisal of risk prediction models.BMC musculoskeletal disorders · 2025Pooled it
- Interpretable machine learning model integrating MRI-derived paraspinal muscle parameters for predicting new vertebral compression fractures after vertebral augmentation.European radiology · 2026Article
- Risk Prediction Models for New Vertebral Fracture After Vertebral Augmentation in Elderly Patients with Osteoporotic Vertebral Compression Fractures: A Systematic Review.Healthcare (Basel, Switzerland) · 2026Review
- Sarcopenia Versus Systemic Inflammation as Predictors of New Vertebral Fractures After Vertebroplasty or Kyphoplasty: A Retrospective Cohort Study.Journal of clinical medicine · 2026Article
- Development of a multimodal radiomics-based model for predicting recurrent fracture risk after PVP.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 · 2026Article
- Development and validation of machine learning models for predicting the risk of refracture after percutaneous kyphoplasty in OVCF patients.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 · 2026Article
- Preoperative black line sign predicts progressive kyphosis after percutaneous kyphoplasty in osteoporotic vertebral compression fractures.European journal of medical research · 2026Article
- Family Resilience and Fear of Disease Recurrence in Elderly OVCF Patients and Spouses: A Cross-Lagged Actor-Partner Interdependence Model Analysis.Patient preference and adherence · 2026Article
- Analysis of Risk Factors for Augmented Vertebral Refracture After Percutaneous Kyphoplasty in Osteoporotic Vertebral Compression Fractures.Journal of clinical medicine · 2025Article
- Machine Learning-Based Prediction of Post-PKP Frailty: A Retrospective Cohort Study.Clinical interventions in aging · 2025Article
- Efficacy and Safety of Tranexamic Acid on Hidden Blood Loss in Osteoporotic Vertebral Compression Fractures Patients Treated with Percutaneous Kyphoplasty: A Prospective Randomized Controlled Trial.Therapeutics and clinical risk management · 2024Article
- Risk factors for progressive kyphosis after percutaneous kyphoplasty in osteoporotic vertebral compression fracture.Open medicine (Warsaw, Poland) · 2024Article
- Establishing a nomogram to predict refracture after percutaneous kyphoplasty by logistic regression.Frontiers in neuroinformatics · 2023Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNew vertebral compression fractures (NVCFs) are common adverse events in percutaneous kyphoplasty (PKP). The present study aimed to investigate the risk factors for NVCFs in patients after PKP and to construct a nomogram for the prediction of the risk of re-fracture.
methodsWe retrospectively analyzed the medical records of patients after PKP surgery between January 2017 and December 2020. Patients were divided into an NVCF group (n = 225) and a control group (n = 94) based on the presence or absence of NVCFs, respectively, at follow-up within 2 years after surgery. Lasso regression was used to screen for risk factors for re-fracture. Based on the results, a Lasso-logistic regression model was developed, and its prediction performance was evaluated using receiver operating characteristic curves, calibration, and decision curve analysis. The model was visualized, and a nomogram was constructed.
resultsA total of eight potential predictors were obtained from Lasso screening. Advanced age, low body mass index, low bone mineral density, lack of anti-osteoporosis treatment, low preoperative vertebral body height, vertebral body height recovery ≥ 2, cement leakage, and shape D (lack of simultaneous contact of bone cement with the upper and lower plates) were included in the logistic regression model.
conclusionsA nomogram for predicting postoperative NVCF in PKP was developed and validated. This model can be used for rational assessment of the magnitude of the risk of developing NVCFs after PKP, and can help orthopedic surgeons make clinical decisions aimed at reducing the occurrence of NVCFs.
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