Breast-MRI-NACT-Pilot
Single site breast DCE-MRI data and segmentations from patients undergoing neoadjuvant chemotherapy (Breast-MRI-NACT-Pilot)
Breast MRI repeated during neoadjuvant chemotherapy for stage II or III breast cancer, from a pilot study testing whether dynamic contrast-enhanced MRI tracks tumor response. 64 women scanned up to four times at UCSF, with tumor segmentations, enhancement maps and recurrence-free survival.
Overview
Breast-MRI-NACT-Pilot is a longitudinal breast MRI collection from the Breast Imaging Research Program at the University of California San Francisco (David Newitt, Nola Hylton), published on The Cancer Imaging Archive in 2016. It comes from a pilot study, run between 1995 and 2002, that tested whether repeated dynamic contrast-enhanced MRI during neoadjuvant chemotherapy can track tumor response. Subsets of it serve as training data for the NCI Quantitative Imaging Network Breast MRI Metrics of Response (BMMR) challenge. It suits work on response monitoring, functional tumor volume and recurrence prediction.
Composition
The pilot enrolled 68 women with stage II or III locally advanced invasive breast cancer; four were excluded, leaving 64 patients and 189 MRI studies. The protocol called for four cycles of adriamycin and cyclophosphamide. MRI 1 was taken before treatment, MRI 2 after the first cycle and MRI 3 after the anthracycline regimen. A group of 17 patients also received a taxane and had a fourth exam before surgery. Three patients had treatment anomalies that are flagged in the clinical workbook. The workbook also gives age, receptor status, lesion size, histologic type, pathologic size, lymph node status and recurrence-free survival.
Acquisition
All exams ran on a 1.5 T GE Signa scanner with a bilateral phased array breast coil. The main series is a unilateral sagittal fat-suppressed T1-weighted 3D fast gradient echo acquisition (TR/TE 8/4.2 ms, flip angle 20°, 2 mm sections) with one pre-contrast and usually two post-contrast phases, at about 2.5 and 7.5 minutes after gadopentetate injection. Some studies also hold T2-weighted and diffusion-weighted series, scouts and scanner-derived subtraction or projection images.
Annotations
For each study the collection contains a signal enhancement ratio map, an early percent enhancement map and two DICOM segmentations: a breast tissue mask from an intensity threshold on the pre-contrast image, and an enhancing tumor mask from a 70% early enhancement threshold inside a tumor volume of interest. These come from the functional tumor volume analysis of the original study, not from manual delineation.
Known limitations
- Single site, single scanner, and images acquired more than 20 years ago.
- Not every patient has every visit, and only 17 patients were scheduled for a fourth exam.
- The collection page gives 189 studies in its data table but refers to 198 studies in its description of the DCE series.
- T2-weighted and diffusion-weighted series are present for some studies only.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 64 subjects.
Sex
- Female 64 100%
PatientSex in TCIA public NBIA API, getPatientStudy for collection Breast-MRI-NACT-Pilot (CC BY 3.0, no login)
Modality
- MRI 64 100%
Modality in TCIA public NBIA API, getSeries for collection Breast-MRI-NACT-Pilot (CC BY 3.0, no login)
Condition
Groups can overlap
- Breast cancer 64 100%
Summary in TCIA Breast-MRI-NACT-Pilot collection page (version 3, updated 2023/08/07)
Field strength
- 1.5 T 64 100%
MRI acquisition in TCIA Breast-MRI-NACT-Pilot collection page (version 3, updated 2023/08/07)
Age
mean 48.2 ± 9.6, median 48.4, range 29.7 to 72.4
AGE at MRI1 (yrs) in Breast-MRI-NACT-Pilot clinical and DFS workbook, SharedClinicalAndRFS.xls (CC BY 3.0, no login)
Contrast / sequence
Groups can overlap
- DCE perfusion 64 100%
Summary in TCIA Breast-MRI-NACT-Pilot collection page (version 3, updated 2023/08/07)
Scanner vendor
- GE HealthCare 64 100%
MRI acquisition in TCIA Breast-MRI-NACT-Pilot collection page (version 3, updated 2023/08/07)
Country
- United States 64 100%
Summary in TCIA Breast-MRI-NACT-Pilot collection page (version 3, updated 2023/08/07)
License and access
Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer
Download without an account
Images and segmentations download with the TCIA Data Retriever; the clinical and recurrence-free survival workbook is a direct download from the collection page.
Creative Commons Attribution 3.0 Unported
Older version of CC BY. Use, share and adapt the data for any purpose, including commercial use, as long as you credit the creators.
What you can do
- Yes
- Yes
- Yes
- Yes
- Yes
What you can share
- Yes
- Yes
- Yes
What you must do
- Yes
- Share alike No
- No
- No
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- No
- Location limits No
Citation
Newitt, D., & Hylton, N. (2016). Single site breast DCE-MRI data and segmentations from patients undergoing neoadjuvant chemotherapy (Version 3) [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/K9/TCIA.2016.QHsyhJKy
Sources
Every number on this page comes from one of these documents. Each chart names the table or page it is taken from. The raw numbers are in stats.csv.
- TCIA Breast-MRI-NACT-Pilot collection page (version 3, updated 2023/08/07) website
- Breast-MRI-NACT-Pilot clinical and DFS workbook, SharedClinicalAndRFS.xls (CC BY 3.0, no login) computed
- TCIA public NBIA API, getPatientStudy for collection Breast-MRI-NACT-Pilot (CC BY 3.0, no login) computed
- TCIA public NBIA API, getSeries for collection Breast-MRI-NACT-Pilot (CC BY 3.0, no login) computed