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Functional Tumor Volume by Fast Dynamic Contrast-Enhanced MRI for Predicting Neoadjuvant Systemic Therapy Response in Triple-Negative Breast Cancer

  • Benjamin C. Musall
  • , Abeer H. Abdelhafez
  • , Beatriz E. Adrada
  • , Rosalind P. Candelaria
  • , Rania M.M. Mohamed
  • , Medine Boge
  • , Huong Le-Petross
  • , Elsa Arribas
  • , Deanna L. Lane
  • , David A. Spak
  • , Jessica W.T. Leung
  • , Ken Pin Hwang
  • , Jong Bum Son
  • , Nabil A. Elshafeey
  • , Hagar S. Mahmoud
  • , Peng Wei
  • , Jia Sun
  • , Shu Zhang
  • , Jason B. White
  • , Elizabeth E. Ravenberg
  • Jennifer K. Litton, Senthil Damodaran, Alastair M. Thompson, Stacy L. Moulder, Wei T. Yang, Mark D. Pagel, Gaiane M. Rauch, Jingfei Ma

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Dynamic contrast-enhanced (DCE) MRI is useful for diagnosis and assessment of treatment response in breast cancer. Fast DCE MRI offers a higher sampling rate of contrast enhancement curves in comparison to conventional DCE MRI, potentially characterizing tumor perfusion kinetics more accurately for measurement of functional tumor volume (FTV) as a predictor of treatment response. Purpose: To investigate FTV by fast DCE MRI as a predictor of neoadjuvant systemic therapy (NAST) response in triple-negative breast cancer (TNBC). Study Type: Prospective. Population/Subjects: Sixty patients with biopsy-confirmed TNBC between December 2016 and September 2020. Field Strength/Sequence: A 3.0 T/3D fast spoiled gradient echo-based DCE MRI. Assessment: Patients underwent MRI at baseline and after four cycles (C4) of NAST, followed by definitive surgery. DCE subtraction images were analyzed in consensus by two breast radiologists with 5 (A.H.A.) and 2 (H.S.M.) years of experience. Tumor volumes (TV) were measured on early and late subtractions. Tumors were segmented on 1 and 2.5-minute early phases subtractions and FTV was determined using optimized signal enhancement thresholds. Interpolated enhancement curves from segmented voxels were used to determine optimal early phase timing. Statistical Tests: Tumor volumes were compared between patients who had a pathologic complete response (pCR) and those who did not using the area under the receiver operating curve (AUC) and Mann–Whitney U test. Results: About 26 of 60 patients (43%) had pCR. FTV at 1 minute after injection at C4 provided the best discrimination between pCR and non-pCR, with AUC (95% confidence interval [CI]) = 0.85 (0.74,0.95) (P < 0.05). The 1-minute timing was optimal for FTV measurements at C4 and for the change between C4 and baseline. TV from the early phase at C4 also yielded a good AUC (95%CI) of 0.82 (0.71,0.93) (P < 0.05). Data Conclusion: FTV and TV measured at 1 minute after injection can predict response to NAST in TNBC. Level of Evidence: 1. Technical Efficacy: 4.

Original languageEnglish (US)
Pages (from-to)251-260
Number of pages10
JournalJournal of Magnetic Resonance Imaging
Volume54
Issue number1
DOIs
StatePublished - Jul 2021

Keywords

  • DCE MRI
  • Triple-negative breast cancer
  • breast MRI
  • functional tumor volume
  • treatment response

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

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