A novel MRI- and CT-based scoring system to differentiate malignant from osteoporotic vertebral fractures in Chinese patients

被引:17
作者
Li, Zi [1 ,2 ]
Guan, Ming [1 ]
Sun, Dong [3 ]
Xu, Yong [1 ]
Li, Feng [1 ]
Xiong, Wei [1 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Hosp, Dept Orthoped, Tongji Med Coll, 1095 Jiefang Ave, Wuhan, Hubei, Peoples R China
[2] Taikang Tongji Hosp, Dept Orthoped, Wuhan, Hubei, Peoples R China
[3] Huazhong Univ Sci & Technol, Tongji Hosp, Radiol Dept, Tongji Med Coll, 1095 Jiefang Ave, Wuhan, Hubei, Peoples R China
来源
BMC MUSCULOSKELETAL DISORDERS | 2018年 / 19卷
基金
中国国家自然科学基金;
关键词
Computed tomography; Discriminant analysis; Magnetic resonance imaging; Malignant vertebral fracture; Osteoporotic vertebral fracture; MAGNETIC-RESONANCE; DISCRIMINANT-ANALYSIS; COMPRESSION FRACTURES; COMPUTED-TOMOGRAPHY; BENIGN; BIOPSY; SPINE; DIAGNOSIS; NEOPLASMS; ACCURACY;
D O I
10.1186/s12891-018-2331-0
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Background: Various types of magnetic resonance imaging (MRI) and computed tomography (CT) findings are used to differentiate malignant vertebral fractures (MVFs) from osteoporotic vertebral fractures (OVFs). The distinguishing ability of any single finding is limited. This study developed a novel scoring system that integrates multiple MRI and CT signs for improved accuracy of differential diagnosis between MVFs and OVFs. Methods: A total of 150 MVFs and 150 OVFs in thoracolumbar vertebrae were analyzed. MRI and CT images were obtained within 2 months of the probable time of fracture. The sensitivity and specificity of 15 MRI and CT image findings were evaluated. A stepwise discriminant analysis using these signs as variables was used to create a scoring system to differentiate MVFs from OVFs. Results: All 15 image findings had strong specificity and moderate sensitivity. Seven MRI and three CT image findings were selected and assigned integral values in the final scoring system. A total score of 4 or greater points indicated MVF, whereas a total score of 3 or fewer points indicated OVF. The classification accuracy was 98.3% in the test set. Conclusions: This novel scoring system using MRI and CT radiologic findings to differentiate MVFs from OVFs in Chinese patients was efficient with high accuracy and good applicability.
引用
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页数:7
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共 27 条
  • [1] Abdel-Wanis M E, 2011, J Orthop Surg (Hong Kong), V19, P145
  • [2] Comparison of MR imaging and FDG-PET/CT in the differential diagnosis of benign and malignant vertebral compression fractures Clinical article
    Cho, Won-Ik
    Chang, Ung-Kyu
    [J]. JOURNAL OF NEUROSURGERY-SPINE, 2011, 14 (02) : 177 - 183
  • [3] Atraumatic vertebral compression fractures: Differential diagnosis between benign osteoporotic and malignant fractures by MRI
    Cicala D.
    Briganti F.
    Casale L.
    Rossi C.
    Cagini L.
    Cesarano E.
    Brunese L.
    Giganti M.
    [J]. MUSCULOSKELETAL SURGERY, 2013, 97 (Suppl 2) : S169 - S179
  • [4] Acute vertebral collapse due to osteoporosis or malignancy: Appearance on unenhanced and gadolinium-enhanced MR images
    Cuenod, CA
    Laredo, JD
    Chevret, S
    Hamze, B
    Naouri, JF
    Chapaux, X
    Bondeville, JM
    Tubiana, JM
    [J]. RADIOLOGY, 1996, 199 (02) : 541 - 549
  • [5] Posture class prediction of pre-peak height velocity subjects according to gross body segment orientations using linear discriminant analysis
    Dolphens, Mieke
    Cagnie, Barbara
    Coorevits, Pascal
    Vleeming, Andry
    Palmans, Tanneke
    Danneels, Lieven
    [J]. EUROPEAN SPINE JOURNAL, 2014, 23 (03) : 530 - 535
  • [6] Accuracy of CT-guided needle biopsy of musculoskeletal neoplasms
    Dupuy, DE
    Rosenberg, AE
    Punyaratabandhu, T
    Tan, MH
    Mankin, HJ
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 1998, 171 (03) : 759 - 762
  • [7] Shape, texture and statistical features for classification of benign and malignant vertebral compression fractures in magnetic resonance images
    Frighetto-Pereira, Lucas
    Rangayyan, Rangaraj Mandayam
    Metzner, Guilherme Augusto
    de Azevedo-Marques, Paulo Mazzoncini
    Nogueira-Barbosa, Marcello Henrique
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2016, 73 : 147 - 156
  • [8] Discrimination of metastatic from acute osteoporotic compression spinal fractures with MR imaging
    Fung, HS
    Jee, WH
    McCauley, TR
    Ha, KY
    Choi, KH
    [J]. RADIOGRAPHICS, 2003, 23 (01) : 179 - 187
  • [9] POSTERIOR-ONLY APPROACH FOR TOTAL EN BLOC SPONDYLECTOMY FOR MALIGNANT PRIMARY SPINAL NEOPLASMS: ANATOMIC CONSIDERATIONS AND OPERATIVE NUANCES
    Hsieh, Patrick C.
    Li, Khan W.
    Sciubba, Daniel M.
    Suk, Ian
    Wolinsky, Jean-Paul
    Gokaslan, Ziya L.
    [J]. NEUROSURGERY, 2009, 65 (06) : 173 - 181
  • [10] META: an MRI-based scoring system differentiating metastatic from osteoporotic vertebral fractures
    Kato, So
    Hozumi, Takahiro
    Yamakawa, Kiyofumi
    Saito, Makoto
    Goto, Takahiro
    Kondo, Taiji
    [J]. SPINE JOURNAL, 2015, 15 (07) : 1563 - 1570