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Kinetic information from dynamic contrast-enhanced MRI enables prediction of residual cancer burden and prognosis in triple-negative breast cancer: a retrospective study
- Source :
- Scientific Reports, Vol 11, Iss 1, Pp 1-11 (2021)
- Publication Year :
- 2021
-
Abstract
- This study aimed to evaluate the predictions of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for prognosis of triple-negative breast cancer (TNBC), especially with residual disease (RD) after preoperative chemotherapy. This retrospective analysis included 74 TNBC patients who received preoperative chemotherapy. DCE-MRI findings from three timepoints were examined: at diagnosis (MRIpre), at midpoint (MRImid) and after chemotherapy (MRIpost). These findings included cancer lesion size, washout index (WI) as a kinetic parameter using the difference in signal intensity between early and delayed phases, and time-signal intensity curve types. Distant disease-free survival was analysed using the log-rank test to compare RD group with and without a fast-washout curve. The diagnostic performance of DCE-MRI findings, including positive predictive value (PPV) for pathological responses, was also calculated. RD without fast washout curve was a significantly better prognostic factor, both at MRImid and MRIpost (hazard ratio = 0.092, 0.098, p mid was 76.7% by the cut-off point at negative WI value or lesion size = 0, and 66.7% at lesion size = 0. WI and curve types derived from DCE-MRI at the midpoint of preoperative chemotherapy can help not only assess tumour response but also predict prognosis.
- Subjects :
- medicine.medical_specialty
Neoplasm, Residual
medicine.medical_treatment
Science
Contrast Media
Antineoplastic Agents
Triple Negative Breast Neoplasms
Disease-Free Survival
030218 nuclear medicine & medical imaging
Lesion
03 medical and health sciences
0302 clinical medicine
Breast cancer
medicine
Humans
Triple-negative breast cancer
Aged
Retrospective Studies
Chemotherapy
Multidisciplinary
medicine.diagnostic_test
business.industry
Cancer
Retrospective cohort study
Magnetic resonance imaging
Middle Aged
medicine.disease
Prognosis
Magnetic Resonance Imaging
Kinetics
030220 oncology & carcinogenesis
Dynamic contrast-enhanced MRI
Medicine
Female
Radiology
medicine.symptom
business
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 11
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Scientific reports
- Accession number :
- edsair.doi.dedup.....f9fdb06643fb41f71d7989412f3f393a