Potential of Dual-Energy CT-Based Collagen Maps for the Assessment of Disk Degeneration in the Lumbar Spine

被引:2
|
作者
Mahmoudi, Scherwin [1 ]
Gruenewald, Leon D. [1 ]
Koch, Vitali [1 ]
Bernatz, Simon [1 ,2 ]
Martin, Simon S. [1 ]
Engelskirchen, Lara [1 ]
Radic, Ivana [1 ]
Bucolo, Giuseppe [3 ]
D'Angelo, Tommaso [3 ]
Gotta, Jennifer [1 ]
Mader, Christoph [1 ]
dos Santos, Daniel Pinto [1 ,4 ]
Scholtz, Jan-Erik [1 ]
Gruber-Rouh, Tatjana [1 ]
Eichler, Katrin [1 ]
Vogl, Thomas J. [1 ]
Booz, Christian [1 ]
Yel, Ibrahim [1 ]
机构
[1] Goethe Univ Frankfurt, Univ Hosp Frankfurt Main, Dept Diagnost & Intervent Radiol, Frankfurt, Germany
[2] Goethe Univ Frankfurt Main, Univ Hosp Frankfurt, Dr Senckenberg Inst Pathol, Frankfurt, Germany
[3] Univ Messina, Dept Biomed Sci & Morphol & Funct Imaging, Messina, Italy
[4] Univ Cologne, Fac Med, Dept Diagnost & Intervent Radiol, Cologne, Germany
关键词
DECT; Computed tomography; Collagen Maps; Spine; Lumbar Disk Degeneration; Post-processing; LOW-BACK-PAIN; COMPRESSION;
D O I
10.1016/j.acra.2024.02.036
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Rationale and objectives: Lumbar disk degeneration is a common condition contributing significantly to back pain. The objective of the study was to evaluate the potential of dual-energy CT (DECT)-derived collagen maps for the assessment of lumbar disk degeneration. Patients and methods: We conducted a retrospective analysis of 127 patients who underwent dual-source DECT and MRI of the lumbar spine between 07/2019 and 10/2022. The level of lumbar disk degeneration was categorized by three radiologists as follows: no/mild (Pfirrmann 1&2), moderate (Pfirrmann 3&4), and severe (Pfirrmann 5). Recall (sensitivity) and accuracy of DECT collagen maps were calculated. Intraclass correlation coefficient (ICC) was used to evaluate inter-reader reliability. Subjective evaluations were performed using 5-point Likert scales for diagnostic confidence and image quality. Results: We evaluated a total of 762 intervertebral disks from 127 patients (median age, 69.7 (range, 23.0-93.7), female, 56). MRI identified 230 non/mildly degenerated disks (30.2%), 484 moderately degenerated disks (63.5%), and 48 severely degenerated disks (6.3%). DECT collagen maps yielded an overall accuracy of 85.5% (1955/2286). Recall (sensitivity) was 79.3% (547/690) for the detection of no/mild lumbar disk degeneration, 88.7% (1288/1452) for the detection of moderate disk degeneration, and 83.3% (120/144) for the detection of severe disk degeneration (ICC=0.9). Subjective evaluations of DECT collagen maps showed high diagnostic confidence (median 4) and good image quality (median 4). Conclusion: The use of DECT collagen maps to distinguish different stages of lumbar disk degeneration may have clinical significance in the early diagnosis of disk-related pathologies in patients with contraindications for MRI or in cases of unavailability of MRI.
引用
收藏
页码:3732 / 3739
页数:8
相关论文
共 50 条
  • [31] Image Quality of Iodine Maps for Pulmonary Embolism: A Comparison of Subtraction CT and Dual-Energy CT
    Grob, Dagmar
    Smit, Ewoud
    Oostveen, Luuk J.
    Snoeren, Miranda M.
    Prokop, Mathias
    Schaefer-Prokop, Cornelia M.
    Sechopoulos, Ioannis
    Brink, Monique
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2019, 212 (06) : 1253 - 1259
  • [32] Deep learning-based virtual noncontrast CT for volumetric modulated arc therapy planning: Comparison with a dual-energy CT-based approach
    Koike, Yuhei
    Ohira, Shingo
    Akino, Yuichi
    Sagawa, Tomohiro
    Yagi, Masashi
    Ueda, Yoshihiro
    Miyazaki, Masayoshi
    Sumida, Iori
    Teshima, Teruki
    Ogawa, Kazuhiko
    MEDICAL PHYSICS, 2020, 47 (02) : 371 - 379
  • [33] DUAL-ENERGY RADIOGRAPHIC ABSORPTIOMETRY OF THE LUMBAR SPINE - CLINICAL-EXPERIENCE WITH 2 DIFFERENT SYSTEMS
    GUNDRY, CR
    MILLER, CW
    RAMOS, E
    MOSCONA, A
    STEIN, JA
    MAZESS, RB
    SARTORIS, DJ
    RESNICK, D
    RADIOLOGY, 1990, 174 (02) : 539 - 541
  • [34] Dual-Energy CT-Based Thrombus Radiomics Can Predict Functional Outcome of Intravenous Thrombolysis in Acute Ischemic Stroke
    Ma, Yuzhu
    Zhao, Ying
    Dai, Yao
    Song, Ziyang
    Yang, Jiajia
    Hu, Chunhong
    Zhang, Yu
    TRANSLATIONAL STROKE RESEARCH, 2025,
  • [35] Potential Application of Dual-Energy CT in Gynecologic Cancer: Initial Experience
    Benveniste, Ana Paula
    Faria, Silvana de Castro
    Broering, Gregory
    Ganeshan, Dhakshina Moorthy
    Tamm, Eric P.
    Iyer, Revathy B.
    Bhosale, Priya
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2017, 208 (03) : 695 - +
  • [36] Dual-energy CT-based iodine quantification for differentiating pulmonary artery sarcoma from pulmonary thromboembolism: a pilot study
    Chang, Suyon
    Hur, Jin
    Im, Dong Jin
    Suh, Young Joo
    Hong, Yoo Jin
    Lee, Hye-Jeong
    Kim, Young Jin
    Choi, Byoung Wook
    EUROPEAN RADIOLOGY, 2016, 26 (09) : 3162 - 3170
  • [37] Dual-Energy CT for the Assessment of Contrast Material Distribution in the Pulmonary Parenchyma
    Thieme, Sven F.
    Johnson, Thorsten R. C.
    Lee, Christopher
    McWilliams, Justin
    Becker, Christoph R.
    Reiser, Maximilian F.
    Nikolaou, Konstantin
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 193 (01) : 144 - 149
  • [38] Dual-Energy CT Angiography for Detection of Pulmonary Emboli: Incremental Benefit of Iodine Maps
    Weidman, Elizabeth K.
    Plodkowski, Andrew J.
    Halpenny, Darragh F.
    Hayes, Sara A.
    Perez-Johnston, Rocio
    Zheng, Junting
    Moskowitz, Chava
    Ginsberg, Michelle S.
    RADIOLOGY, 2018, 289 (02) : 546 - 553
  • [39] Dual-Energy CT: A Promising New Technique for Assessment of the Musculoskeletal System
    Nicolaou, Savvakis
    Liang, Teresa
    Murphy, Darra T.
    Korzan, Jeff R.
    Ouellette, Hugue
    Munk, Peter
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 199 (05) : S78 - S86
  • [40] Quantitative assessment of liver steatosis using ultrasound: dual-energy CT
    Yamada, Akira
    Yoshizawa, Eriko
    JOURNAL OF MEDICAL ULTRASONICS, 2021, 48 (04) : 507 - 514