MRI-Based Inter-Vertebral Signal Concordance Index Is a Risk Factor of Osteoporotic Vertebral Compression Fracture: A Novel Index Inspired by Entropy

Xianming Huang , Chenhui Cai , Song Huang , Chao Tang , Xu Zhao , Sizhen Yang , Xuan Wen , Ying Zhang , Tongwei Chu

Orthopaedic Surgery ›› 2026, Vol. 18 ›› Issue (4) : 857 -865.

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Orthopaedic Surgery ›› 2026, Vol. 18 ›› Issue (4) :857 -865. DOI: 10.1111/os.70294
RESEARCH ARTICLE
MRI-Based Inter-Vertebral Signal Concordance Index Is a Risk Factor of Osteoporotic Vertebral Compression Fracture: A Novel Index Inspired by Entropy
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Abstract

Objective: MRI-derived vertebral bone quality (VBQ) score predicts osteoporotic vertebral compression fracture (OVCF) in a fat-dependent way. This retrospective study aimed to evaluate the predictive potential of inter-vertebral signal concordance index (ISCI), derived by MRI in a fat-independent way, as a novel factor for assessing the risk of OVCF.

Methods: Patients who suffered OVCF (OVCF group) and lumbar degenerative diseases (non-OVCF group) between January 2022 and July 2024 were included. The ISCI was calculated from the MRI signal intensity of the L1–L4 vertebrae, measured from the lumbar T1-weighted, T2-weighted, and short tau inversion recovery (STIR)-weighted sequences. The demographic data, including sex, age, body mass index (BMI), and medical history, were recorded. The ISCIs of the OVCF and non-OVCF groups were additionally compared. Inter-group comparisons were performed using the rank-sum, chi-square, or median test, as appropriate. Risk factors were identified by logistic regression, and correlations were assessed using Spearman's correlation coefficient.

Results: A total of 448 patients were included in this study. The T1-ISCIs, T2-ISCIs, and STIR-ISCIs of the OVCF group were higher than those of the non-OVCF cohort (13.18 vs. 9.90, 14.69 vs. 10.68, and 19.31 vs. 15.67, respectively, all p < 0.001). Comparative analysis of the ISCIs across the subgroups categorized by sex and age revealed that the T1-ISCIs, T2-ISCIs, and STIR-ISCIs were higher in the OVCF group. Additionally, there were no significant differences in the ISCIs across fresh, old, and fresh + old fracture type subgroups. The results of multivariate logistic regression analysis revealed that the STIR-ISCI (odds ratio (OR) = 1.025, p = 0.013) could serve an independent predictive factor for assessing the risk of OVCF.

Conclusions: The study evaluated a novel index for predicting the risk of OVCF. The T1-ISCI and STIR-ISCI could serve as potential predictive factors for evaluating the risk of OVCF in clinical practice.

Keywords

bone mineral density / inter-vertebral signal concordance index / osteoporosis / osteoporotic vertebral compression fracture / risk factor

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Xianming Huang, Chenhui Cai, Song Huang, Chao Tang, Xu Zhao, Sizhen Yang, Xuan Wen, Ying Zhang, Tongwei Chu. MRI-Based Inter-Vertebral Signal Concordance Index Is a Risk Factor of Osteoporotic Vertebral Compression Fracture: A Novel Index Inspired by Entropy. Orthopaedic Surgery, 2026, 18 (4) : 857-865 DOI:10.1111/os.70294

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2026 The Author(s). Orthopaedic Surgery published by Tianjin Hospital and John Wiley & Sons Australia, Ltd.

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