Blumberg Olivia, Wright Quinton, Breighner Ryan, Dash Alexander, Lal Asher, Mosalam Zaina K, McMahon Donald, Koff Matthew F, Nieves Jeri W, Donnelly Eve, Stein Emily M
Skeletal Health and Orthopedic Research Program, Hospital for Special Surgery, Weill Cornell Medical College, New York, NY 10021, United States.
Department of Materials Science and Engineering, Cornell University, Ithaca, NY 14850, United States.
JBMR Plus. 2025 Jul 29;9(9):ziaf126. doi: 10.1093/jbmrpl/ziaf126. eCollection 2025 Sep.
Opportunistic screening for osteoporosis using images acquired for other purposes is a burgeoning area that may be of particular utility for the identification of surgical candidates with poor bone health. Texture analysis of clinical MRIs can be used to evaluate the heterogeneity of trabecular bone as a potential metric of bone quality. This cohort study investigated relationships between MRI-based vertebral trabecular bone texture and material properties by Fourier-transform infrared (FTIR) spectroscopy. We hypothesized that texture features from preoperative MRI images would reflect vertebral bone mineralization and collagen properties. In a cohort of 30 postmenopausal women (mean age 65) undergoing spine fusion surgery, T1-weighted MRI images were obtained using standard clinical sequences. A gray-level co-occurrence matrix was used to characterize the distribution and spatial organization of voxel intensities and derive texture features, including inverse difference moment, feature correlation, and contrast. Lumbar vertebral bone biopsies were obtained intraoperatively and analyzed with FTIR spectroscopy to assess composition, including metrics of mineral maturity (acid phosphate and carbonate:phosphate ratio). We found that vertebral trabecular bone texture by MRI was related to directly measured bone material properties: more heterogeneous texture was associated with less mature bone. Women with lower inverse difference moment had higher acid phosphate ( = -0.43, < .02). Similarly, women with lower feature correlation had higher acid phosphate ( = -0.39, < .04) and higher carbonate: phosphate ( = -0.47, < .01). Women with higher contrast had higher acid phosphate ( = 0.381, < .04). Our results suggest that preoperative MRI texture may predict intraoperative bone properties, specifically FTIR metrics of tissue age that may reflect local remodeling or microdamage repair processes. This finding supports the potential of MRI as a screening tool to identify individuals with abnormal bone quality.
利用为其他目的获取的影像进行骨质疏松症的机会性筛查是一个新兴领域,对于识别骨骼健康状况不佳的手术候选者可能具有特殊效用。临床磁共振成像(MRI)的纹理分析可用于评估小梁骨的异质性,作为骨质量的一个潜在指标。这项队列研究通过傅里叶变换红外(FTIR)光谱研究了基于MRI的椎体小梁骨纹理与材料特性之间的关系。我们假设术前MRI图像的纹理特征将反映椎体骨矿化和胶原蛋白特性。在一组30名接受脊柱融合手术的绝经后女性(平均年龄65岁)中,使用标准临床序列获取T1加权MRI图像。灰度共生矩阵用于表征体素强度的分布和空间组织,并得出纹理特征,包括反差矩、特征相关性和对比度。术中获取腰椎椎体骨活检样本,并通过FTIR光谱进行分析,以评估成分,包括矿物质成熟度指标(酸性磷酸盐和碳酸盐:磷酸盐比率)。我们发现,MRI显示的椎体小梁骨纹理与直接测量的骨材料特性相关:纹理越不均匀,骨成熟度越低。反差矩较低的女性酸性磷酸盐水平较高(r = -0.43,P < 0.02)。同样,特征相关性较低的女性酸性磷酸盐水平较高(r = -0.39,P < 0.04),碳酸盐:磷酸盐水平较高(r = -0.47,P < 0.01)。对比度较高的女性酸性磷酸盐水平较高(r = 0.381,P < 0.04)。我们的结果表明,术前MRI纹理可能预测术中骨特性,特别是可能反映局部重塑或微损伤修复过程的组织年龄的FTIR指标。这一发现支持了MRI作为一种筛查工具来识别骨质量异常个体的潜力。