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本文引用的文献

1
Analysis of the impact of underlying diseases in the elderly on postoperative re-fractures after osteoporotic compression fractures.分析老年人基础疾病对骨质疏松性压缩骨折术后再骨折的影响。
J Orthop Surg Res. 2024 Sep 11;19(1):556. doi: 10.1186/s13018-024-04907-5.
2
Effect of sarcopenia on refractures of adjacent vertebra after percutaneous kyphoplasty.骨萎缩对经皮椎体后凸成形术后邻近椎体再骨折的影响。
BMC Musculoskelet Disord. 2024 Mar 12;25(1):210. doi: 10.1186/s12891-024-07295-3.
3
Development of a nomogram model for prediction of new adjacent vertebral compression fractures after vertebroplasty.建立预测椎体成形术后新发相邻椎体压缩性骨折的列线图模型。
BMC Surg. 2023 Jul 10;23(1):197. doi: 10.1186/s12893-023-02068-6.
4
The role of hypertension in bone mineral density among males older than 50 years and postmenopausal females: evidence from the US National Health and Nutrition Examination Survey, 2005-2010.50 岁以上男性和绝经后女性中高血压在骨密度中的作用:来自 2005-2010 年美国国家健康和营养检查调查的证据。
Front Public Health. 2023 Jun 15;11:1142155. doi: 10.3389/fpubh.2023.1142155. eCollection 2023.
5
A nomogram prediction model for refracture in elderly patients with osteoporotic vertebral compression fractures after percutaneous vertebroplasty.经皮椎体成形术后老年骨质疏松性椎体压缩骨折患者再骨折的列线图预测模型。
Eur Spine J. 2023 Nov;32(11):3919-3926. doi: 10.1007/s00586-023-07843-w. Epub 2023 Jul 3.
6
Association Between Poor Nutritional Status and Increased Risk for Subsequent Vertebral Fracture in Elderly People with Percutaneous Vertebroplasty.经皮椎体成形术后老年人营养状况不良与随后发生椎体骨折风险增加的关系。
Clin Interv Aging. 2022 Oct 12;17:1503-1512. doi: 10.2147/CIA.S376916. eCollection 2022.
7
Study on the Relationship between the Use of Bisphosphonates for Antiosteoporosis and Vertebral Re-Fracture after Vertebroplasty.双膦酸盐用于抗骨质疏松治疗与椎体成形术后椎体再骨折关系的研究
Evid Based Complement Alternat Med. 2022 Sep 23;2022:3223437. doi: 10.1155/2022/3223437. eCollection 2022.
8
Persistent low bone mineral density in adolescent idiopathic scoliosis: A longitudinal study.青少年特发性脊柱侧凸患者的骨密度持续降低:一项纵向研究。
J Orthop Sci. 2023 Sep;28(5):1099-1104. doi: 10.1016/j.jos.2022.07.005. Epub 2022 Aug 16.
9
Analysis of risk factors related to the re-fracture of adjacent vertebral body after PKP.PKP 后邻近椎体再骨折的相关风险因素分析。
Eur J Med Res. 2021 Oct 30;26(1):127. doi: 10.1186/s40001-021-00592-w.
10
Risk factors for secondary fractures to percutaneous vertebroplasty for osteoporotic vertebral compression fractures: a systematic review.经皮椎体后凸成形术治疗骨质疏松性椎体压缩骨折后再发骨折的危险因素:系统评价。
J Orthop Surg Res. 2021 Oct 30;16(1):644. doi: 10.1186/s13018-021-02722-w.

Predicting re-fracture risk factors in older adult osteoporotic vertebral fractures patients with comorbidities: development and validation of nomogram.

作者信息

Qi Bao, Wu Qingquan, Chen Guowu, Zhang Lu, Meng Chunyang, Wei Wei, Wang Hong, Li Qingwei

机构信息

Department of Spine Surgery, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.

Department of Interventional Radiography, Affiliated Hospital of Jining Medical University, Jining, China.

出版信息

Front Med (Lausanne). 2025 Oct 24;12:1664157. doi: 10.3389/fmed.2025.1664157. eCollection 2025.

DOI:10.3389/fmed.2025.1664157
PMID:41210860
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12592060/
Abstract

BACKGROUND

Osteoporotic vertebral compression fractures (OVCFs) pose a significant health burden in older adult populations, with postoperative re-fracture (re.fra) complicating recovery. Existing models (e.g., FRAX, QFracture) inadequately address comorbidities and modifiable lifestyle factors. This study aimed to develop and validate a novel nomogram integrating these underrecognized yet critical predictors for personalized risk stratification.

METHODS

A retrospective cohort of 560 older adult OVCF patients undergoing percutaneous vertebroplasty (PVP) was analyzed. Patients were randomly divided into training (70%,  = 392) and testing (30%,  = 168) cohorts. Univariable and backward stepwise multivariable logistic regression identified independent re.fra predictors. A nomogram was developed and internally validated using area under the curve (AUC), calibration curves (slopes, intercepts), Brier scores, and decision curve analysis (DCA) to assess discrimination, calibration, and clinical utility.

RESULTS

Independent predictors included tumor history [adjusted odds ratio (aOR) = 12.29, 95% CI: 2.50-60.35], scoliosis (aOR = 6.46, 95% CI: 2.97-14.03), mental disorders (aOR = 5.91, 95% CI: 2.73-12.82), alcohol use ≥10 years (aOR = 3.69, 95% CI: 1.90-7.17), and chronic kidney disease (aOR = 3.12, 95% CI: 1.61-6.06). Hypertension exhibited a paradoxical protective association (aOR = 0.50, 95% CI: 0.27-0.93). The nomogram demonstrated strong discrimination [AUC:0.886 (training), 0.827 (testing)], excellent calibration in training (slope = 1.000, Brier = 0.118) with slight deviation in testing (slope = 0.697, Brier = 0.162), and superior net benefit over treat-all/none strategies across thresholds (DCA).

CONCLUSION

This validated nomogram integrates often-overlooked comorbidities and lifestyle factors to predict post-PVP re.fra risk, providing a practical tool for personalized management and highlighting the need for multidisciplinary care in high-risk subgroups such as those with scoliosis, mental disorders, or prolonged alcohol use. The intriguing protective association of hypertension, however, requires cautious interpretation and further investigation before clinical application.

摘要