Test-retest repeatability and reproducibility of ADC measures by breast DWI: Results from the ACRIN 6698 trial

被引:68
|
作者
Newitt, David C. [1 ]
Zhang, Zheng [2 ,3 ,4 ]
Gibbs, Jessica E. [1 ]
Partridge, Savannah C. [5 ]
Chenevert, Thomas L. [6 ]
Rosen, Mark A. [7 ]
Bolan, Patrick J. [8 ]
Marques, Helga S. [3 ,4 ]
Aliu, Sheye [1 ]
Li, Wen [1 ]
Cimino, Lisa [9 ,10 ]
Joe, Bonnie N. [1 ]
Umphrey, Heidi [11 ]
Ojeda-Fournier, Haydee [12 ]
Dogan, Basak [13 ,14 ]
Oh, Karen [15 ]
Abe, Hiroyuki [16 ]
Drukteinis, Jennifer [17 ,18 ]
Esserman, Laura J. [19 ]
Hylton, Nola M. [1 ]
机构
[1] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
[2] Brown Univ, Dept Biostat, Providence, RI 02912 USA
[3] Brown Univ, Ctr Stat Sci, Providence, RI 02912 USA
[4] ACRIN, Philadelphia, PA USA
[5] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
[6] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
[7] Hosp Univ Penn, Dept Radiol, 3400 Spruce St, Philadelphia, PA 19104 USA
[8] Univ Minnesota, Ctr Magnet Resonance Res, Minneapolis, MN USA
[9] Amer Coll Radiol, Philadelphia, PA USA
[10] ECOG ACRIN Canc Res Grp, Philadelphia, PA USA
[11] Univ Alabama Birmingham, Dept Radiol, Birmingham, AL USA
[12] Univ Calif San Diego, Dept Radiol, San Diego, CA 92103 USA
[13] Univ Texas MD Anderson Canc Ctr, Dept Radiol, Houston, TX 77030 USA
[14] Univ Texas Southwestern Med Ctr, Dept Diagnost Radiol, Houston, TX USA
[15] Oregon Hlth & Sci Univ, Dept Radiol, Portland, OR 97201 USA
[16] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[17] H Lee Moffitt Canc Ctr & Res Inst, Tampa, FL USA
[18] St Josephs Womens Hosp, Dept Womens Imaging, Tampa, FL USA
[19] Univ Calif San Francisco, Dept Surg, San Francisco, CA USA
关键词
breast cancer; treatment response; breast MRI; diffusion; reproducibility; APPARENT DIFFUSION-COEFFICIENT; FUNCTIONAL TUMOR VOLUME; NEOADJUVANT CHEMOTHERAPY; PRETREATMENT PREDICTION; TREATMENT RESPONSE; WEIGHTED MRI; CANCER; AGREEMENT; LESIONS; INDEX;
D O I
10.1002/jmri.26539
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
Background Quantitative diffusion-weighted imaging (DWI) MRI is a promising technique for cancer characterization and treatment monitoring. Knowledge of the reproducibility of DWI metrics in breast tumors is necessary to apply DWI as a clinical biomarker. Purpose To evaluate the repeatability and reproducibility of breast tumor apparent diffusion coefficient (ADC) in a multi-institution clinical trial setting, using standardized DWI protocols and quality assurance (QA) procedures. Study Type Prospective. Subjects In all, 89 women from nine institutions undergoing neoadjuvant chemotherapy for invasive breast cancer. Field Strength/Sequence DWI was acquired before and after patient repositioning using a four b-value, single-shot echo-planar sequence at 1.5T or 3.0T. Assessment A QA procedure by trained operators assessed artifacts, fat suppression, and signal-to-noise ratio, and determine study analyzability. Mean tumor ADC was measured via manual segmentation of the multislice tumor region referencing DWI and contrast-enhanced images. Twenty cases were evaluated multiple times to assess intra- and interoperator variability. Segmentation similarity was assessed via the Sorenson-Dice similarity coefficient. Statistical Tests Repeatability and reproducibility were evaluated using within-subject coefficient of variation (wCV), intraclass correlation coefficient (ICC), agreement index (AI), and repeatability coefficient (RC). Correlations were measured by Pearson's correlation coefficients. Results In all, 71 cases (80%) passed QA evaluation: 44 at 1.5T, 27 at 3.0T; 60 pretreatment, 11 after 3 weeks of taxane-based treatment. ADC repeatability was excellent: wCV = 4.8% (95% confidence interval [CI] 4.0, 5.7%), ICC = 0.97 (95% CI 0.95, 0.98), AI = 0.83 (95% CI 0.76, 0.87), and RC = 0.16 * 10(-3) mm(2)/sec (95% CI 0.13, 0.19). The results were similar across field strengths and timepoint subgroups. Reproducibility was excellent: interreader ICC = 0.92 (95% CI 0.80, 0.97) and intrareader ICC = 0.91 (95% CI 0.78, 0.96). Data Conclusion Breast tumor ADC can be measured with excellent repeatability and reproducibility in a multi-institution setting using a standardized protocol and QA procedure. Improvements to DWI image quality could reduce loss of data in clinical trials. Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2019;49:1617-1628.
引用
收藏
页码:1617 / 1628
页数:12
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