Kim Min Woo, Noh Young Min, Huh Jung Wook, Seo Han Eol, Lee Dong Ha
Department of Orthopedic Surgery, Busan Medical Center, Busan, South Korea.
Osteoporos Sarcopenia. 2024 Mar;10(1):28-34. doi: 10.1016/j.afos.2024.01.002. Epub 2024 Mar 1.
This research delves into the application of texture analysis in spine computed tomography (CT) scans and its correlation with bone mineral density (BMD), as determined by dual-energy X-ray absorptiometry (DXA). It specifically addresses the discordance between the 2 measurements, suggesting that certain spinal-specific factors may contribute to this discrepancy.
The study involved 405 cases from a single institution collected between May 6, 2012 and June 30, 2021. Each case underwent a spinal CT scan and a DXA scan. BMD values at the lumbar region (T12 to S1) and total hip were recorded. Texture features from axial cuts of T12 to S1 vertebrae were extracted using gray-level co-occurrence matrices, and a regression model was constructed to predict the BMD values.
The correlation between CT texture analysis results and BMD from DXA was moderate, with a correlation coefficient ranging between 0.4 and 0.5. This discordance was examined in light of factors unique to the spine region, such as abdominal obesity, aortic calcification, and lumbar degenerative changes, which could potentially affect BMD measurements.
Emerging from this study is a novel insight into the discordance between spinal CT texture analysis and DXA-derived BMD measurements, highlighting the unique influence of spinal attributes. This revelation calls into question the exclusive reliance on DXA scans for BMD assessment, particularly in scenarios where DXA scanning may not be feasible or accurate.
本研究深入探讨纹理分析在脊柱计算机断层扫描(CT)中的应用及其与双能X线吸收法(DXA)测定的骨密度(BMD)之间的相关性。特别关注这两种测量方法之间的不一致性,表明某些脊柱特异性因素可能导致这种差异。
该研究纳入了2012年5月6日至2021年6月30日期间从单一机构收集的405例病例。每个病例均接受了脊柱CT扫描和DXA扫描。记录腰椎区域(T12至S1)和全髋部的骨密度值。使用灰度共生矩阵从T12至S1椎体的轴向切片中提取纹理特征,并构建回归模型以预测骨密度值。
CT纹理分析结果与DXA测定的骨密度之间的相关性为中等,相关系数在0.4至0.5之间。根据脊柱区域特有的因素,如腹部肥胖、主动脉钙化和腰椎退变等,对这种不一致性进行了研究,这些因素可能会影响骨密度测量。
本研究对脊柱CT纹理分析与DXA衍生的骨密度测量之间的不一致性有了新的认识,突出了脊柱属性的独特影响。这一发现对仅依靠DXA扫描进行骨密度评估提出了质疑,特别是在DXA扫描可能不可行或不准确的情况下。