SummaryThe Cancer Genome Atlas Rectum Adenocarcinoma (TCGA-READ) data collection is part of a larger effort to build a research community focused on connecting cancer phenotypes to genotypes by providing clinical images matched to subjects from The Cancer Genome Atlas (TCGA). Clinical, genetic, and pathological data resides in the Genomic Data Commons (GDC) Data Portal while the radiological data is stored on The Cancer Imaging Archive (TCIA).
Matched TCGA patient identifiers allow researchers to explore the TCGA/TCIA databases for correlations between tissue genotype, radiological phenotype and patient outcomes. Tissues for TCGA were collected from many sites all over the world in order to reach their accrual targets, usually around 500 specimens per cancer type. For this reason the image data sets are also extremely heterogeneous in terms of scanner modalities, manufacturers and acquisition protocols. In most cases the images were acquired as part of routine care and not as part of a controlled research study or clinical trial.
CIP TCGA Radiology Initiative
Imaging Source Site (ISS) Groups are being populated and governed by participants from institutions that have provided imaging data to the archive for a given cancer type. Modeled after TCGA analysis groups, ISS groups are given the opportunity to publish a marker paper for a given cancer type per the guidelines in the table above. This opportunity will generate increased participation in building these multi-institutional data sets as they become an open community resource. Learn more about the CIP TCGA Radiology Initiative.
We would like to acknowledge the individuals and institutions that have provided data for this collection:
- University of North Carolina - Special thanks to J. Keith Smith, M.D., Ph.D. and Shanah Kirk from the Department of Radiology.
Brigham & Women's Hospital Boston, MA - Special thanks to Cheryl A. Sadow, MD and Seth Levine
Choosing the Download option will provide you with a file to launch the TCIA Download Manager to download the entire collection. If you want to browse or filter the data to select only specific scans/studies please use the Search By Collection option.
|Data Type||Download all or Query/Filter|
|Images (DICOM, 279MB)|
|Tissue Slide Images (web)|
|Clinical Data (TXT)|
Click the Versions tab for more info about data releases.
Number of Patients
Number of Studies
Number of Series
Number of Images
|Images Size (MB)||279|
GDC Data Portal - Clinical and Genomic Data
The GDC Data Portal has extensive clinical and genomic data, which can be matched to the patient identifiers of the images here in TCIA. Below is a snapshot of clinical data extracted on 1/5/2016.
Explanations of the clinical data can be found on the Biospecimen Core Resource Clinical Data Forms linked below:
A Note about TCIA and TCGA Subject Identifiers and Dates
Subject Identifiers: a subject with radiology images stored in TCIA is identified with a Patient ID that is identical to the Patient ID of the same subject with demographic, clinical, pathological, and/or genomic data stored in TCGA. For each TCGA case, the baseline imaging studies found on TCIA are pre-surgical.
Dates: TCIA and TCGA handle dates differently, and there are no immediate plans to reconcile:
- TCIA Dates: dates (birth dates, imaging study dates, etc.) in the headers of TCIA’s Digital Imaging and Communications in Medicine (DICOM) radiology images have been offset by a random number of days between 3 and 10 years prior to the real date for each TCIA image-submitting site and collection. This varies among sites and among collections. Thus, the number of days between a subject’s longitudinal imaging studies is accurately preserved when more than one study has been archived while still meeting HIPAA requirements.
- TCGA Dates: the patient demographic and clinical event dates are the number of days from the index date, which is the actual date of pathologic diagnoses. All dates in the data are relative negative or positive integers, except for the “days_to_pathologic_diagnosis” value, which is 0—the index date. The years of birth and diagnosis are maintained in the distributed clinical data file. The National Cancer Institute retains a copy of the data with complete dates, but those data are not made available. If a date comes from a HIPAA “covered entity’s” medical record, it is turned into the relative day count from the index date. Dates, like the date TCGA received the specimen or when the TCGA case report form was filled out, are not covered dates, and they will appear as real dates (month, day, and year).
Citations & Data Usage Policy
This collection is freely available to browse, download, and use for commercial, scientific and educational purposes as outlined in the Creative Commons Attribution 3.0 Unported License. See TCIA's Data Usage Policies and Restrictions for additional details. Questions may be directed to firstname.lastname@example.org.
Please be sure to include the following attribution and citations in your work if you use this data set:
Kirk, S., Lee, Y., Sadow, C. A., & Levine, S. (2016). Radiology Data from The Cancer Genome Atlas Rectum Adenocarcinoma [TCGA-READ] collection. The Cancer Imaging Archive. http://doi.org/10.7937/K9/TCIA.2016.F7PPNPNU
Clark K, Vendt B, Smith K, Freymann J, Kirby J, Koppel P, Moore S, Phillips S, Maffitt D, Pringle M, Tarbox L, Prior F. The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, Number 6, December, 2013, pp 1045-1057. (paper)
Other Publications Using This Data
TCIA maintains a list of publications which leverage our data. At this time we are not aware of any manuscripts based on this data. If you have a manuscript you'd like to add please contact the TCIA Helpdesk.
Version 2 (Current): Updated 2016/01/05
Extracted latest release of clinical data (TXT) from the GDC Data Portal.
Version 1: Updated 2014/05/21
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