Diffusion-weighted MRI of breast lesions: a prospective clinical investigation of the quantitative imaging biomarker characteristics of reproducibility, repeatability, and diagnostic accuracy

被引:49
|
作者
Spick, Claudio [1 ]
Bickel, Hubert [1 ]
Pinker, Katja [1 ]
Bernathova, Maria [1 ]
Kapetas, Panagiotis [1 ]
Woitek, Ramona [1 ]
Clauser, Paola [1 ]
Polanec, Stephan H. [1 ]
Rudas, Margaretha [2 ]
Bartsch, Rupert [3 ]
Helbich, Thomas H. [1 ]
Baltzer, Pascal A. [1 ]
机构
[1] Med Univ Vienna, Div Mol & Gender Imaging, Dept Biomed Imaging & Image Guided Therapy, Waehringer Guertel 18-20A, A-1090 Vienna, Austria
[2] Med Univ Vienna, Clin Inst Pathol, Waehringer Guertel 18-20A, A-1090 Vienna, Austria
[3] Med Univ Vienna, Div Oncol, Dept Internal Med, Waehringer Guertel 18-20A, A-1090 Vienna, Austria
关键词
breast cancer; diagnostic accuracy; diffusion-weighted imaging; DWI; quantitative imaging biomarker; repeatability; reproducibility; COEFFICIENT ADC MEASUREMENTS; ONCOLOGY DRUG DEVELOPMENT; 7; T; CONTRAST; CANCER; TUMORS; METAANALYSIS; DWI;
D O I
10.1002/nbm.3596
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Diffusion-weighted MRI (DWI) provides insights into tissue microstructure by visualization and quantification of water diffusivity. Quantitative evaluation of the apparent diffusion coefficient (ADC) obtained from DWI has been proven helpful for differentiating between malignant and benign breast lesions, for cancer subtyping in breast cancer patients, and for prediction of response to neoadjuvant chemotherapy. However, to further establish DWI of breast lesions it is important to evaluate the quantitative imaging biomarker (QIB) characteristics of reproducibility, repeatability, and diagnostic accuracy. In this intra-individual prospective clinical study 40 consecutive patients with suspicious findings, scheduled for biopsy, underwent an identical 3T breast MRI protocol of the breast on two consecutive days (> 24 h). Mean ADC of target lesions was assessed (two independent readers) in four separate sessions. Reproducibility, repeatability, and diagnostic accuracy between examinations (E1, E2), readers (R1, R2), and measurements (M1, M2) were assessed with intraclass correlation coefficients (ICCs), coefficients of variation (CVs), Bland-Altman plots, and receiver operating characteristic (ROC) analysis with calculation of the area under the ROC curve (AUC). The standard of reference was either histopathology (n = 38) or imaging follow-up of up to 24 months (n = 2). Eighty breast MRI examinations (median E1-E2, 2 +/- 1.7 days, 95% confidence interval (CI) 1-2 days, range 1-11 days) in 40 patients (mean age 56, standard deviation (SD) +/- 14) were evaluated. In 55 target lesions (mean size 25.2 +/- 20.8 (SD) mm, range 6-106 mm), mean ADC values were significantly (P < 0.0001) higher in benign (1.38, 95% CI 1.27-1.49 x 10(-3) mm(2)/s) compared with malignant (0.86, 95% CI 0.81-0.91 x 10-3 mm2/s) lesions. Reproducibility and repeatability showed high agreement for repeated examinations, readers, and measurements (all ICCs > 0.9, CVs 3.2-8%), indicating little variation. Bland-Altman plots demonstrated no systematic differences, and diagnostic accuracy was not significantly different in the two repeated examinations (all ROC curves > 0.91, P > 0.05). High reproducibility, repeatability, and diagnostic accuracy of DWI provide reliable characteristics for its use as a potential QIB, to further improve breast lesion detection, characterization, and treatment monitoring of breast lesions.
引用
收藏
页码:1445 / 1453
页数:9
相关论文
共 50 条
  • [1] Rim Sign in Breast Lesions on Diffusion-Weighted Magnetic Resonance Imaging: Diagnostic Accuracy and Clinical Usefulness
    Kang, Bong Joo
    Lipson, Jafi Alyssa
    Planey, Katie RoseMary
    Zackrisson, Sophia
    Ikeda, Debra M.
    Kao, Jennifer
    Pal, Sunita
    Moran, Catherine J.
    Daniel, Bruce Lewis
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 41 (03) : 616 - 623
  • [2] Diffusion-Weighted MRI as a Quantitative Imaging Biomarker in Colon Tumors
    Otto, Peter Obel
    Loft, Martina Kastrup
    Rafaelsen, Soren Rafael
    Pedersen, Malene Roland Vils
    CANCERS, 2024, 16 (01)
  • [3] Evaluations of the diagnostic performance of ZOOMit diffusion-weighted imaging and conventional diffusion-weighted imaging for breast lesions
    Weng, Chunjiao
    Yang, Yiwen
    Yang, Ling
    Hu, Chunhong
    Ma, Xinxing
    Li, Guangzheng
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2023, 13 (12) : 8478 - 8488
  • [4] Quantitative MRI: Defining repeatability, reproducibility and accuracy for prostate cancer imaging biomarker development
    Wang, Y.
    Tadimalla, S.
    Rai, R.
    Goodwin, J.
    Foster, S.
    Liney, G.
    Holloway, L.
    Haworth, A.
    MAGNETIC RESONANCE IMAGING, 2021, 77 : 169 - 179
  • [5] The QIBA Profile for Diffusion-Weighted MRI: Apparent Diffusion Coefficient as a Quantitative Imaging Biomarker
    Boss, Michael A.
    Malyarenko, Dariya
    Partridge, Savannah
    Obuchowski, Nancy
    Shukla-Dave, Amita
    Winfield, Jessica M.
    Fuller, Clifton D.
    Miller, Kevin
    Mishra, Virendra
    Ohliger, Michael
    Wilmes, Lisa J.
    Attariwala, Raj
    Andrews, Trevor
    desouza, Nandita M.
    Margolis, Daniel J.
    Chenevert, Thomas L.
    RADIOLOGY, 2024, 313 (01)
  • [6] Diffusion-weighted imaging in the characterization of breast lesions
    Sivrioglu, Ali Kemal
    Mutlu, Hakan
    Kara, Kemal
    Sonmez, Guener
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 42 (03) : 851 - 851
  • [7] Advances in breast MRI: diffusion-weighted imaging of the breast
    Kuroki, Yoshifumi
    Nasu, Katsuhiro
    BREAST CANCER, 2008, 15 (03) : 212 - 217
  • [8] Advances in breast MRI: diffusion-weighted imaging of the breast
    Yoshifumi Kuroki
    Katsuhiro Nasu
    Breast Cancer, 2008, 15 : 212 - 217
  • [9] Breast Lesions Diffusion-weighted MRI improved diagnosis
    Lichert, Frank
    ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2011, 183 (01): : 6 - 6
  • [10] Repeatability, Reproducibility, and Accuracy of Quantitative MRI of the Breast in the Community Radiology Setting
    Sorace, Anna G.
    Wu, Chengyue
    Barnes, Stephanie L.
    Jarrett, Angela M.
    Avery, Sarah
    Patt, Debra
    Goodgame, Boone
    Luci, Jeffery J.
    Kang, Hakmook
    Abramson, Richard G.
    Yankeelov, Thomas E.
    Virostko, John
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 48 (03) : 695 - 707