Yu Hongwei, Luo Gan, Wang Ziqi, Yu Bin, Sun Tianwei, Tang Qiong
School of Medicine, Nankai University, Tianjin, China.
Graduate School of Tianjin Medical University, Tianjin, China.
Front Surg. 2023 Feb 3;10:1119393. doi: 10.3389/fsurg.2023.1119393. eCollection 2023.
Patients with osteoporotic vertebral fractures (OVFs) often suffer from residual low back pain (LBP) after percutaneous kyphoplasty (PKP). The purpose of this study was to identify risk factors for postoperative residual LBP and to develop a nomogram to predict the occurrence of residual LBP.
We retrospectively reviewed 236 patients who underwent PKP for OVFs and had a minimum follow-up of 12 months. The mean age was 72.1 ± 6.3, 74.3% were female and 25.7% were male. Patients with LBP VAS scores ≥ 3.5 at the 12th month postoperatively were considered to have residual LBP. Risk factors for residual LBP were identified by univariate and multifactorial logistic regression analysis. Then, a predictive nomogram was constructed and validated using the bootstrap method. The discrimination, calibration, and clinical utility of the nomogram were assessed using a receiver operating characteristic curve (ROC), a calibration curve, and a decision curve analysis (DCA).
univariate and multifactorial logistic regression analysis identified depression ( = 0.02), intravertebral vacuum cleft ( = 0.01), no anti-osteoporosis treatment ( < 0.001), cement volume <3 ml ( = 0.02), and cement distrubution ( = 0.01) as independent risk factors for residual LBP. The area under the ROC was 0.83 (0.74-0.93) and further validated by bootstrap method was 0.83 (0.73-0.92). The calibration curve illustrated the consistency between the predicted probability and the observed results. DCA showed that nomogram exhibits clinical utility and net benefit when the threshold probability is between 6% and 73%.
Our study found that depression, intravertebral vacuum cleft, no anti-osteoporosis treatment, cement volume <3 ml and cement distribution represent independent risk factors for residual LBP. The nomogram containing the above five predictors can accurately predict the risk of residual LBP after surgery.
骨质疏松性椎体骨折(OVF)患者在经皮椎体后凸成形术(PKP)后常伴有残留的下腰痛(LBP)。本研究旨在确定术后残留LBP的危险因素,并建立列线图以预测残留LBP的发生。
我们回顾性分析了236例行PKP治疗OVF且至少随访12个月的患者。平均年龄为72.1±6.3岁,女性占74.3%,男性占25.7%。术后第12个月时,腰背痛视觉模拟评分(VAS)≥3.5分的患者被认为存在残留LBP。通过单因素和多因素逻辑回归分析确定残留LBP的危险因素。然后,构建预测列线图并采用自助法进行验证。使用受试者工作特征曲线(ROC)、校准曲线和决策曲线分析(DCA)评估列线图的辨别力、校准度和临床实用性。
单因素和多因素逻辑回归分析确定,抑郁(P = 0.02)、椎体内真空裂隙(P = 0.01)、未进行抗骨质疏松治疗(P < 0.001)、骨水泥体积<3 ml(P = 0.02)和骨水泥分布(P = 0.01)是残留LBP的独立危险因素。ROC曲线下面积为0.83(0.74 - 0.93),经自助法进一步验证为0.83(0.73 - 0.92)。校准曲线显示预测概率与观察结果之间具有一致性。DCA表明,当阈值概率在6%至73%之间时,列线图具有临床实用性和净效益。
我们的研究发现,抑郁、椎体内真空裂隙、未进行抗骨质疏松治疗、骨水泥体积<3 ml和骨水泥分布是残留LBP的独立危险因素。包含上述五个预测因素的列线图能够准确预测术后残留LBP的风险。