Added-value of advanced magnetic resonance imaging to conventional morphologic analysis for the differentiation between benign and malignant non-fatty soft-tissue tumors

被引:12
|
作者
Dodin, Gauthier [1 ]
Salleron, Julia [2 ]
Jendoubi, Salma [1 ]
Abou Arab, Waled [1 ]
Sirveaux, Francois [3 ]
Blum, Alain [1 ]
Gondim Teixeira, Pedro Augusto [1 ]
机构
[1] CHRU Nancy, Hop Cent, Serv Imagerie Guilloz, 29 Ave Marechal Lattre Tassigny, F-54035 Nancy, France
[2] Inst Cancerol Lorraine, Dept Biostat, 6 Ave Bourgogne, F-54519 Vandoeuvre Les Nancy, France
[3] CHRU Nancy, Ctr Chirurg Emile Galle, 49 Rue Hermite, F-54000 Nancy, France
关键词
Soft tissue neoplasm; Magnetic resonance imaging; Diffusion; Perfusion; Spectroscopy; APPARENT DIFFUSION-COEFFICIENT; PROTON MR SPECTROSCOPY; DIAGNOSTIC PERFORMANCE; MASSES; LESIONS;
D O I
10.1007/s00330-020-07190-0
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
Objectives To evaluate the added value of DWI, qualitative proton MR spectroscopy (H-MRS) and dynamic contrast-enhanced perfusion (DCE-P) to conventional MRI in differentiating benign and malignant non-fatty soft tissue tumors (NFSTT). Methods From November 2009 to August 2017, 288 patients with NFSTT that underwent conventional and advanced MRI were prospectively evaluated. The study was approved by the local ethics committee. All patients signed an informed consent. A musculoskeletal (R1) and a general (R2) radiologist classified all tumors as benign, malignant, or indeterminate according to morphologic MRI features. Then, DWI, H-MRS, and DCE-P data of indeterminate tumors were analyzed by two additional radiologists (R3 and R4). Advanced techniques were considered individually and in combination for tumor benign-malignant differentiation using histology as the gold standard. Results There were 104 (36.1%) malignant and 184 (63.9%) benign tumors. Conventional MRI analysis classified 99 tumors for R1 and 135 for R2 as benign or malignant, an accuracy for the identification of malignancy of 87.9% for R1 and 83.7% for R2, respectively. There were 189 indeterminate tumors for R1. For these tumors, the combination of DWI and H-MRS yielded the best accuracy for malignancy identification (77.4%). DWI alone provided the best sensitivity (91.8%) while the combination of DCE-P, DWI, and H-MRS yielded the best specificity (100%). The reproducibility of the advanced imaging parameters was considered good to excellent (Kappa and ICC > 0.86). An advanced MRI evidence-based evaluation algorithm was proposed allowing to characterize 28.1 to 30.1% of indeterminate non-myxoid tumors. Conclusion The prioritized use of advanced MRI techniques allowed to decrease by about 30% the number of non-myxoid NFSTT deemed indeterminate after conventional MRI analysis alone.
引用
收藏
页码:1536 / 1547
页数:12
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