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MRI Breast

ISPY1

Multi-center breast DCE-MRI data and segmentations from patients in the I-SPY 1/ACRIN 6657 trials

Serial 1.5 T breast DCE-MRI of 222 women with stage 2 or 3 breast cancer from the multicenter I-SPY 1/ACRIN 6657 trial, scanned at up to four time points during neoadjuvant chemotherapy, with tumor segmentations, pathologic response and recurrence-free survival data.

Overview

ISPY1 is the imaging collection of ACRIN 6657, the MRI companion study to CALGB 150007. Together the two formed the I-SPY 1 TRIAL, a multicenter study of whether imaging and tissue biomarkers predict pathologic complete response (pCR) and recurrence-free survival (RFS) in women receiving neoadjuvant chemotherapy for stage 2 or 3 breast cancer. Patients were enrolled from May 2002 to March 2006. The Breast Imaging Research Program at UCSF prepared the data, and The Cancer Imaging Archive released it publicly in 2016 under CC BY 3.0.

Composition

The full set (Level 0) holds 847 MRI studies of 222 women, aged 24 to 68 (mean 47.8), in 9,032 DICOM series. Each patient was to be scanned before chemotherapy, after the first anthracycline-cyclophosphamide cycle, between anthracycline-cyclophosphamide and taxane treatment, and before surgery. Three curated subsets are offered as separate downloads: 219 subjects with MRI longest diameter measurements (Level 1), 207 subjects whose studies passed quality review for volumetric analysis (Level 2a, 706 studies) and 162 subjects used in the trial's primary aim RFS analysis (Level 3, 586 studies). A spreadsheet gives age, race, hormone receptor and HER2 status, laterality, MRI longest diameters per time point, pCR, residual cancer burden class and survival times for 221 subjects.

Acquisition

All scans were acquired at 1.5 T with a dedicated breast coil, unilaterally over the affected breast in the sagittal plane. The protocol was a localizer, a T2-weighted series and a 3D fat-suppressed T1-weighted gradient echo series with in-plane resolution of 1 mm or better, acquired once before and at least twice after contrast injection.

Annotations

The UCSF lab computed functional tumor volume centrally from the contrast-enhanced series with the signal enhancement ratio method. The collection includes these derived analysis maps and tumor segmentations as DICOM SEG. Site radiologists measured the tumor longest diameter at every time point.

Known limitations

  • Images went through several transfers between sites, the ACRIN core lab and UCSF, and some metadata may have been lost on the way.
  • Many studies deviate from the protocol (axial or alternating bilateral acquisitions, changed parameters during the dynamic series, motion) and are excluded from the curated subsets.
  • Subject 1079 has images but no clinical or outcome data.
  • The participating sites, scanner vendors and models are not listed on the collection page.

Cohort

Aggregate numbers from the sources below. Bars are relative to the 222 subjects.

Sex

  • Female 222 100%

Age

mean 47.8± 9 · range 24 to 68
0
20
40
60
79
20-2930-3940-4950-5960-69

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

Access
Open download

Download without an account

Images and segmentations download without an account through the TCIA Data Retriever or the NCI Imaging Data Commons. The clinical and outcome spreadsheets are direct downloads. Curated subsets (Levels 1, 2a and 3) are offered as separate downloads.

Access 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.

Original license text Version read: 3.0 Checked 2026-10-07

What you can do

  • 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

David Newitt, Nola Hylton, on behalf of the I-SPY 1 Network and ACRIN 6657 Trial Team. (2016). Multi-center breast DCE-MRI data and segmentations from patients in the I-SPY 1/ACRIN 6657 trials. The Cancer Imaging Archive. https://doi.org/10.7937/K9/TCIA.2016.HdHpgJLK

All numbers

Every number on this page, as stored in stats.csv, with its source.

MeasureBreakdownValueSource
Subjectstotal 222tcia-ispy1
Data Access table
Studiestotal
MRI studies, up to four time points per subject
847tcia-ispy1
Data Access table
Scanstotal
DICOM series, MR images and segmentations
9,032tcia-ispy1
Data Access table
Imagestotal
DICOM images (slices)
387,680tcia-ispy1
Data Access table
Subjectssex=female 222tcia-ispy1
Demographic Summary of Available Imaging
Mean agetotal 47.8tcia-ispy1
Demographic Summary of Available Imaging
Age SDtotal 9tcia-ispy1
Demographic Summary of Available Imaging
Median agetotal
interquartile range 42 to 54
49tcia-ispy1
Demographic Summary of Available Imaging
Minimum agetotal 24tcia-ispy1
Demographic Summary of Available Imaging
Maximum agetotal 68tcia-ispy1
Demographic Summary of Available Imaging
Subjectsage=20-29
221 subjects with clinical data; subject 1079 has none
4ispy1-clinical-xlsx
age
Subjectsage=30-39 39ispy1-clinical-xlsx
age
Subjectsage=40-49 79ispy1-clinical-xlsx
age
Subjectsage=50-59 77ispy1-clinical-xlsx
age
Subjectsage=60-69 22ispy1-clinical-xlsx
age

Sources

The keys used in the table above.