Rühling Sebastian, Petzsche Moritz R Hernandez, Löffler Maximilian T, Sollmann Nico, Baum Thomas, Bodden Jannis, Schwarting Julian, Lange Nicole, Aftahy Kaywan, Wostrack Maria, Zimmer Claus, Kirschke Jan S
Department of Diagnostic and Interventional Neuroradiology, TUM School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.
Department of Diagnostic and Interventional Radiology, University Medical Center Freiburg, Freiburg im Breisgau, Germany.
Eur Spine J. 2025 Apr;34(4):1461-1469. doi: 10.1007/s00586-025-08697-0. Epub 2025 Feb 6.
To evaluate the accuracy of opportunistic measurements of volumetric bone mineral density (vBMD) in intraoperative multi-detector CT (MDCT) scans, using preoperative MDCT as the reference.
This retrospective, single-center study included 105 patients (mean age: 73 ± 12.6 years, 53 women) who underwent spine surgery for various indications. All patients had preoperative MDCT with/without intravenous contrast and unenhanced intraoperative scans. VBMD of thoracolumbar vertebrae was automatically extracted using a convolutional neural network (CNN)-based framework with asynchronous calibration and contrast-phase correction. Vertebrae affected by artifacts, fractures, or severe degenerations were excluded. Root-mean-square errors (RMSEs) for associations between pair-wise vertebrae from preoperative and intraoperative vBMD values were calculated in linear regression models. Mean bias and 95%-limits of agreement (LOA) were calculated in Bland-Altman plots.
Strong associations between preoperative and intraoperative vBMD values were observed in the thoracic (R = 0.94) and lumbar spine (R = 0.96). Intraoperative vBMD values showed high accuracy in reference to preoperative measurements with a mean bias of -1.3 mg/cm for the thoracic spine (LOA: -18.7 to 16.1 mg/cm) and - 3.0 mg/cm for the lumbar spine (LOA: -17.4 to 11.3 mg/cm). RMSEs between preoperative and intraoperative vBMD values slightly increased for contrast-enhanced scans (RMSE: 8.42 vs. 10.1 mg/cm; RMSE: 7.75 vs. 8.87 mg/cm).
Opportunistic osteoporosis screening with the presented approach is feasible and demonstrates high accuracy in reference to preoperative MDCT scans. This could enable the identification of patients with low bone mass during surgery, allowing surgeons to take measures (e.g., adapted techniques) that prevent postoperative complications and improve patient outcomes.
以术前多排螺旋CT(MDCT)扫描为参照,评估术中MDCT扫描时机会性测量骨体积密度(vBMD)的准确性。
这项回顾性单中心研究纳入了105例因各种适应症接受脊柱手术的患者(平均年龄:73±12.6岁,53例女性)。所有患者均进行了术前有/无静脉造影剂的MDCT检查以及未增强的术中扫描。使用基于卷积神经网络(CNN)的框架并进行异步校准和对比相校正,自动提取胸腰椎的vBMD。排除受伪影、骨折或严重退变影响的椎体。在线性回归模型中计算术前和术中vBMD值之间成对椎体关联的均方根误差(RMSE)。在Bland-Altman图中计算平均偏差和95%一致性界限(LOA)。
在胸椎(R = 0.94)和腰椎(R = 0.96)中观察到术前和术中vBMD值之间存在强关联。术中vBMD值相对于术前测量显示出较高的准确性,胸椎的平均偏差为-1.3mg/cm(LOA:-18.7至16.1mg/cm),腰椎为-3.0mg/cm(LOA:-17.4至11.3mg/cm)。对比增强扫描时术前和术中vBMD值之间的RMSE略有增加(RMSE:8.42对10.1mg/cm;RMSE:7.75对8.87mg/cm)。
采用本方法进行机会性骨质疏松筛查是可行的,并且相对于术前MDCT扫描显示出较高的准确性。这可以使外科医生在手术期间识别出骨量低的患者,从而采取措施(如采用合适的技术)预防术后并发症并改善患者预后。