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  1. Outputs

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

Academic Article
Publication Date:
2024
abstract:
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.
Iris type:
14.a.1 Articolo su rivista
Keywords:
Collagen Maps; Computed tomography; DECT; Lumbar Disk Degeneration; Post-processing; Spine
List of contributors:
Mahmoudi, Scherwin; Gruenewald, Leon D; Koch, Vitali; Bernatz, Simon; Martin, Simon S; Engelskirchen, Lara; Radic, Ivana; Bucolo, Giuseppe; D'Angelo, Tommaso; Gotta, Jennifer; Mader, Christoph; Dos Santos, Daniel Pinto; Scholtz, Jan-Erik; Gruber-Rouh, Tatjana; Eichler, Katrin; Vogl, Thomas J; Booz, Christian; Yel, Ibrahim
Authors of the University:
BUCOLO GIUSEPPE MAURO
D'ANGELO Tommaso
Handle:
https://iris.unime.it/handle/11570/3317050
Published in:
ACADEMIC RADIOLOGY
Journal
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