Repeatability, Reproducibility, and Accuracy of Quantitative MRI of the Breast in the Community Radiology Setting

被引:27
|
作者
Sorace, Anna G. [1 ,2 ,3 ]
Wu, Chengyue [3 ]
Barnes, Stephanie L. [3 ,4 ]
Jarrett, Angela M. [4 ]
Avery, Sarah [5 ]
Patt, Debra [6 ]
Goodgame, Boone [7 ,8 ]
Luci, Jeffery J. [3 ,9 ]
Kang, Hakmook [10 ]
Abramson, Richard G. [11 ]
Yankeelov, Thomas E. [1 ,2 ,3 ,4 ]
Virostko, John [1 ,2 ]
机构
[1] Univ Texas Austin, Dept Diagnost Med, Austin, TX 78712 USA
[2] Univ Texas Austin, Livestrong Canc Inst, Austin, TX 78712 USA
[3] Univ Texas Austin, Dept Biomed Engn, Austin, TX 78712 USA
[4] Univ Texas Austin, Inst Computat Engn & Sci, Austin, TX 78712 USA
[5] Austin Radiol Assoc, Austin, TX USA
[6] Texas Oncol, Austin, TX USA
[7] Seton Hosp, Austin, TX USA
[8] Univ Texas Austin, Dept Internal Med, Austin, TX 78712 USA
[9] Univ Texas Austin, Dept Neurosci, Austin, TX 78712 USA
[10] Vanderbilt Univ, Med Ctr, Dept Biostat, Nashville, TN USA
[11] Vanderbilt Univ, Med Ctr, Dept Radiol & Radiol Sci, Nashville, TN USA
关键词
APPARENT DIFFUSION-COEFFICIENT; ICE-WATER PHANTOM; NEOADJUVANT CHEMOTHERAPY; PATHOLOGICAL RESPONSE; MENSTRUAL-CYCLE; CLINICAL-TRIALS; DCE-MRI; T; CANCER; THERAPY;
D O I
10.1002/jmri.26011
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 MRI (DW-MRI) and dynamic contrast-enhanced MRI (DCE-MRI) have the potential to impact patient care by providing noninvasive biological information in breast cancer. Purpose/Hypothesis: To quantify the repeatability, reproducibility, and accuracy of apparent diffusion coefficient (ADC) and T1-mapping of the breast in community radiology practices. Study Type: Prospective. Subjects/Phantom: Ice-water DW-MRI and T1 gel phantoms were used to assess accuracy. Normal subjects (n53) and phantoms across three sites (one academic, two community) were used to assess reproducibility. Test-retest analysis at one site in normal subjects (n512) was used to assess repeatability. Field Strength/Sequence: 3T Siemens Skyra MRI quantitative DW-MRI and T1-mapping. Assessment: Quantitative DW-MRI and T1-mapping parametric maps of phantoms and fibroglandular and adipose tissue of the breast. Statistical Tests: Average values of breast tissue were quantified and Bland-Altman analysis was performed to assess the repeatability of the MRI techniques, while the Friedman test assessed reproducibility. Results: ADC measurements were reproducible across sites, with an average difference of 1.6% in an ice-water phantom and 7.0% in breast fibroglandular tissue. T1 measurements in gel phantoms had an average difference of 2.8% across three sites, whereas breast fibroglandular and adipose tissue had 8.4% and 7.5% average differences, respectively. In the repeatability study, we found no bias between first and second scanning sessions (P50.1). The difference between repeated measurements was independent of the mean for each MRI metric (P50.156, P50.862, P50.197 for ADC, T1 of fibroglandular tissue, and T1 of adipose tissue, respectively). Data Conclusion: Community radiology practices can perform repeatable, reproducible, and accurate quantitative T1mapping and DW-MRI. This has the potential to dramatically expand the number of sites that can participate in multisite clinical trials and increase clinical translation of quantitative MRI techniques for cancer response assessment. Level of Evidence: 1 Technical Efficacy: Stage 2
引用
收藏
页码:695 / 707
页数:13
相关论文
共 50 条
  • [31] Repeatability of quantitative MRI in patients with rheumatoid arthritis
    Bertham, D. P.
    Tan, A. L.
    Booth, A.
    Paton, L.
    Emery, P.
    Biglands, J.
    Farrow, M.
    RADIOGRAPHY, 2022, 28 (03) : 831 - 837
  • [32] The Accuracy, Repeatability, and Reproducibility of Activation Energy Values Measured by Modulated Thermogravimetry
    Slough, Carlton G.
    JOURNAL OF TESTING AND EVALUATION, 2014, 42 (06) : 1355 - 1359
  • [33] Repeatability and reproducibility of MRI-based radiomic features in cervical cancer
    Fiset, Sandra
    Welch, Mattea L.
    Weiss, Jessica
    Pintilie, Melania
    Conway, Jessica L.
    Milosevic, Michael
    Fyles, Anthony
    Traverso, Alberto
    Jaffra, David
    Metser, Ur
    Xie, Jason
    Han, Kathy
    RADIOTHERAPY AND ONCOLOGY, 2019, 135 : 107 - 114
  • [35] Beyond accuracy: Reproducibility must lead AI advances in radiology
    Nensa, Felix
    dos Santos, Daniel Pinto
    Dietzel, Mathias
    EUROPEAN JOURNAL OF RADIOLOGY, 2024, 180
  • [36] Reproducibility and Repeatability of Intervoxel Incoherent Motion MRI Acquisition Methods in Liver
    Vasquez, Juan A.
    Brown, Marissa
    Woolsey, Mary
    Abdul-Ghani, Mohammad
    Katabathina, Venkata
    Deng, Shengwen
    Blangero, John
    Clarke, Geoffrey D.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2024, 60 (04) : 1691 - 1703
  • [37] Repeatability, robustness, and reproducibility of texture features on 3 Tesla liver MRI
    Prabhu, Vinay
    Gillingham, Nicolas
    Babb, James S.
    Mali, Rahul D.
    Rusinek, Henry
    Bruno, Mary T.
    Chandarana, Hersh
    CLINICAL IMAGING, 2022, 83 : 177 - 183
  • [38] Repeatability and reproducibility of a handheld quantitative G6PD diagnostic
    Ley, Benedikt E.
    Winasti Satyagraha, Ari
    Kibria, Mohammad Golam
    Armstrong, Jillian
    Bancone, Germana
    Bei, Amy
    Bizilj, Greg
    Brito, Marcelo
    Ding, Xavier
    Domingo, Gonzalo A.
    von Fricken, Michael N.
    Gornsawun, Gornpan
    Lam, Brandon
    Menard, Didier
    Monteiro, Wuelton
    Ongarello, Stefano
    Pal, Sampa
    Panggalo, Lydia Visita E.
    Parikh, Sunil
    Pfeffer, Daniel
    Price, Ric
    da Silva Orfano, Alessandra
    Wade, Martina
    Wojnarski, Mariusz
    Worachet, Kuntawunginn
    Yar, Aqsa
    Alam, Mohammad Shafiul
    Howes, Rosalind
    PLOS NEGLECTED TROPICAL DISEASES, 2022, 16 (02):
  • [39] In vivo repeatability and reproducibility of the quantitative light-induced fluorescence method
    Tranæus, S
    Shi, XQ
    Lindgren, LE
    Trollsås, K
    Angmar-Månsson, B
    CARIES RESEARCH, 2002, 36 (01) : 3 - 9
  • [40] A Phantom-Based Assessment of Repeatability and Reproducibility of Transvaginal Quantitative Ultrasound
    Chen, Shi
    McFarlin, Barbara L.
    Meagher, Barbara T.
    Peters, Tara A.
    Simpson, Douglas G.
    O'Brien, William D., Jr.
    Han, Aiguo
    IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2019, 66 (09) : 1413 - 1421