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locationhttps://doi.org/10.7937/TCIA.HMQ8-J677

Summary

Image Added

The Cancer Imaging Archive hosts pathology images from

the

the National Lung Screening Trial, in addition to the existing radiology images and a subset of the full clinical data.  If you need the full clinical data,
please visit the Cancer Data Access System (CDAS) system.  The NLST was conducted by two separate networks of screening centers: 1) Lung Screening Study Network (LSS):10 centers and 34,612 participants; and 2) American College of Radiology Imaging Network (ACRIN): 23 centers and 18,840 participants. TCIA only hosts pathology data from LSS. The ACRIN pathology images and data are not available through TCIA.

As part of the pathology collection effort tissue, images, and data was obtained from 463 lung cancer patients (out of 1,284 total lung cancer patients in LSS).  Note that nine of these 463 participants had two primary lung tumors; these are accessible through TCIA as an optional additional download for these nine participants. 


About the Pathology Data

The NLST pathology specimen collection consists of biospecimens, images, and data for research.  Near the conclusion of NLST activities, all available blocks of preserved lung tissue from NLST lung cancer patients were requested from pathology labs.  Tissue cores were sampled from these donor blocks and placed into tissue microarrays (TMAs) and into Eppendorf tubes for analysis by the research community; the request process for the tissue specimens is under development as of October 2013. The images were obtained as an intermediate step in TMA construction.  A thin section was cut from each donor tissue block, stained with hematoxylin and eosin (H & E), and imaged using an Aperio ScanScope.


Data Availability:

A summary of the National Lung Screening Trial and its available datasets are provided on

the

the Cancer Data Access System (CDAS). CDAS is maintained by Information Management System (IMS), contracted by the National Cancer Institute (NCI) as keepers and statistical analyzers of the NLST trial data.  The full clinical data set from NLST is available through CDAS.  Users of TCIA can download without restriction a publicly distributable subset of that clinical data, along with the CT and Histopathology images collected during the trial.  (These previously were restricted.)

Image Removed



Citations & Data Usage Policy

Localtab Group


The pathology slide data: 

  • Primary Tumor slides (the standard package), 1225 files:     

    1. <link to faspex package>  

    2.  caMicroscope User Guide for caMicroscope,  the pathology viewer that provides researchers with an HTML5 based web client that can be used to view a digitized pathology image at full resolution. Users can zoom in/out, and pan across the image. caMicroscope also allows one to create annotations, save them and retrieve annotations that were previously drawn.

    3. <link to NLST Pathology on caMicroscope coming soon>
  • Additional histopathology slide images <link to Table 1>
    Localtab
    activetrue
    titleData Access

    Data Access


    Data TypeDownload all or Query/FilterLicense

    Radiology CT Images ( 26254 subjects, DICOM, 11.3 TB)

     Image Modified

    This link downloads the entire collection, which is quite large, as legacy single frame images.
    See the Detailed Description tab for options to download the collection in smaller chunks.

    Image Modified

    (Download requires the NBIA Data Retriever)

    Tcia cc by 4

    Primary Tumor
    Tissue Slide Images (451 subjects, SVS, 775 GB)
    Image Removed   <link to browse NLST Pathology on caMicroscope coming soon>
    Tcia button generator
    urlhttps://faspex.cancerimagingarchive.net/aspera/faspex/public/package?context=eyJyZXNvdXJjZSI6InBhY2thZ2VzIiwidHlwZSI6ImV4dGVybmFsX2Rvd25sb2FkX3BhY2thZ2UiLCJpZCI6IjU1NyIsInBhc3Njb2RlIjoiOGNjYWMzZjdjNGIwNjg2ODIyY2M2MGY2ZmNmYmE0YjU5ODljMjFkOSIsInBhY2thZ2VfaWQiOiI1NTciLCJlbWFpbCI6ImhlbHBAY2FuY2VyaW1hZ2luZ2FyY2hpdmUubmV0In0=


    Additional images are available: See Detailed Description.

    (Download and apply the IBM-Aspera-Connect plugin to your browser) 

    Tcia cc by 4

    Clinical data including data dictionaries (SAS, ZIP, 25 MB)

    Image Modified

    (more info)  

    Provided in SAS format in one compressed file (.zip); 
    includes data and dictionaries.

    This is a subset of the full clinical data.  If you need the full clinical data,
    please visit the Cancer Data Access System (CDAS) system.

    Click the Versions tab for more info about data releases.

    Please contact help@cancerimagingarchive.net  with any questions regarding usage.

    Localtab
    titleDetailed Description

    Detailed Description

    Collection Statistics

    RadiologyPathology

    Modalities

     CT (Legacy Single-Frame CT Images) 

    Aperio

    Number of Patients

     26,254

    451

    Number of Studies

    73,118

    Number of Series

    203,099

    Number of Images

    21,082,502

    1,225 (optionally + 4 + 23)
    Images Size (GB)11.3 TB775 GB

    Tcia cc by 4

    Additional histopathology slide images Table 1 

    for which the participants have no Baseline Questionnaire data (

    4 slides):    <link to faspex package>
  • Additional histopathology slide images <link to Table 2> for participants with Second Primary Tumors as well as those included in the "standard" package (23 slides):   <link to faspex package>

  • Biospecimens Collected

    Formalin-fixed paraffin embedded (FFPE) tissue specimens are available for a subset of the NLST participants who developed lung cancer during the trial. Donor blocks were obtained from local pathology laboratories and tissue cores (0.6mm) were extracted from them to construct tissue microarrays (TMA). Tissue cores were sampled from primary main invasive tumor histology, secondary tumor histology, carcinoma in situ, adjacent normal lung tissue, metastatic lesion from lymph node(s) and/or distant sites, benign (un-involved) lymph node, proximal and/or distal bronchi.

    In total, tissue materials were collected from 438 lung cancer cases. All have cores arrayed across nine TMAs, one of which only contains tissue collected after neoadjuvant treatment. 434 of these also have loose cores available for nucleic acid extraction. On average, each TMA contains 504 cores from 48 subjects.

    Applications for access to these specimens can be submitted under the PLCO Etiologic and Early Marker Studies Program (EEMS). The application review process opens twice a year, once in the winter and once in the summer. For more information about EEMS and to initiate an application visit the PLCO EEMS Application page. When filling out the application, specify “NLST Tissue” under the case definition.

    Localtab
    titleCitations & Data Usage Policy
    Tcia license 4 international
    Info
    titleData Citation

    National Lung Screening Trial Research Team. (2013). Data from the National Lung Screening Trial (NLST) [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/TCIA.HMQ8-J677

    Info
    titlePublication Citation

    National Lung Screening Trial Research Team*; Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, Fagerstrom RM, Gareen IF, Gatsonis C, Marcus PM, Sicks JD (2011). Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening. New England Journal of Medicine, 365(5), 395–409. https://doi.org/10.1056/nejmoa1102873

    *note:  List of National Lung Screening Trial members (pages 1-31 of this supplemental PDF to this article)

    Info
    titleTCIA Citation

    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. DOI: 10.1007/s10278-013-9622-7

    Other Publications Using This Data

    TCIA maintains a list of publications which leverage TCIA data. If you have a manuscript you'd like to add please contact the TCIA Helpdesk.

    IMS/CDAS maintains a separate list of publications related to NLST data: https://cdas.cancer.gov/publications/?study=nlst 

    Localtab
    titleVersions

    Version 3 (Current) : Updated 2021/09/26

    Data TypeDownload all or Query/Filter

    CT Images (DICOM, 11.3 TB)

    Tissue Slide Images (SVS, 775 GB)

    Image Removed <link to browse NLST Pathology on caMicroscope coming soon>

    (Download and apply the IBM-Aspera-Connect plugin to your browser) 

    Clinical data (ZIP, 25 MB)

    Image Removed

    (more info)  

    Provided in SAS format in one compressed file (.zip); 
    includes data and dictionaries,
    other formats are available from IMS upon request.

    Data embargo of limited access is lifted September 2021, with the addition of  (1) downloadable pathology slide data and (2) clinical data spreadsheet & dictionaries with no further restriction on number of participants per downloaded cohort.

    Version 2: Updated 2015/12/14

    Data TypeDownload all or Query/FilterImages (DICOM, 11.3TB)

     <deprecated>

    Change: restoration of images that had become corrupted/missing during a storage transfer.

    Version 1: Updated 2013/03/01

    Data TypeDownload all or Query/FilterImages (DICOM, 11.3TB)

     <deprecated>

    Image RemovedThe Cancer Imaging Archive hosts pathology images from the National Lung Screening Trial, in addition to the existing radiology images and a subset of the full clinical data.  If you need the full clinical data,
    please visit the Cancer Data Access System (CDAS) system.  The NLST was conducted by two separate networks of screening centers: 1) Lung Screening Study Network (LSS):10 centers and 34,612 participants; and 2) American College of Radiology Imaging Network (ACRIN): 23 centers and 18,840 participants. TCIA only hosts pathology data from LSS. The ACRIN pathology images and data are not available through TCIA.

    As part of the pathology collection effort tissue, images, and data was obtained from 463 lung cancer patients (out of 1,284 total lung cancer patients in LSS).  Note that nine of these 463 participants had two primary lung tumors; these are accessible through TCIA as an optional additional download for these nine participants. 

    About the Pathology Data

    The NLST pathology specimen collection consists of biospecimens, images, and data for research.  Near the conclusion of NLST activities, all available blocks of preserved lung tissue from NLST lung cancer patients were requested from pathology labs.  Tissue cores were sampled from these donor blocks and placed into tissue microarrays (TMAs) and into Eppendorf tubes for analysis by the research community; the request process for the tissue specimens is under development as of October 2013. The images were obtained as an intermediate step in TMA construction.  A thin section was cut from each donor tissue block, stained with hematoxylin and eosin (H & E), and imaged using an Aperio ScanScope.

    Data Availability: A summary of the National Lung Screening Trial and its available datasets are provided on the Cancer Data Access System (CDAS). CDAS is maintained by Information Management System (IMS), contracted by the National Cancer Institute (NCI) as keepers and statistical analyzers of the NLST trial data.  The full clinical data set from NLST is available through CDAS.  Users of TCIA can download without restriction a publicly distributable subset of that clinical data, along with the CT and Histopathology images collected during the trial.  (These previously were restricted.)

    2 subjects, DOCX, 13 KB)

    Tcia button generator
    urlhttps://wiki.cancerimagingarchive.net/download/attachments/10519121/Table%201-%20Participants%20without%20a%20Baseline%20Questionairre.docx?version=1&modificationDate=1633631313724&api=v2



    Tcia cc by 4

    Additional histopathology slide images for which the participants have no Baseline Questionnaire data (2 subjects, 4 files, SVS)
    Tcia button generator
    urlhttps://faspex.cancerimagingarchive.net/aspera/faspex?context=eyJyZXNvdXJjZSI6InBhY2thZ2VzIiwidHlwZSI6ImV4dGVybmFsX2Rvd25sb2FkX3BhY2thZ2UiLCJpZCI6IjU3MCIsInBhc3Njb2RlIjoiMTMyZmU3OTIwYWQwYTM1YmQwMjkxNzIzYzk2NzRkNDRhNDc1Yjk3NiIsInBhY2thZ2VfaWQiOiI1NzAiLCJlbWFpbCI6ImhlbHBAY2FuY2VyaW1hZ2luZ2FyY2hpdmUubmV0In0=


    (Download and apply the IBM-Aspera-Connect plugin to your browser) 

    Tcia cc by 4

    Additional histopathology slide images Table 2 for participants with Second Primary Tumors as well as those included in the "standard" package (10 subjects, 23 images,  DOCX, 23 KB)

    Tcia button generator
    urlhttps://wiki.cancerimagingarchive.net/download/attachments/10519121/Table%202-%20Participants%20with%20a%20Second%20Primary%20Lung%20Cancer%2023%20additional%20pathology%20slide%20images.docx?version=1&modificationDate=1633631331226&api=v2



    Tcia cc by 4

    Additional histopathology slide images for participants with Second Primary Tumors as well as those included in the "standard" package (10 subjects, 23 files, SVS, 18.7 GB)

    Tcia button generator
    urlhttps://faspex.cancerimagingarchive.net/aspera/faspex?context=eyJyZXNvdXJjZSI6InBhY2thZ2VzIiwidHlwZSI6ImV4dGVybmFsX2Rvd25sb2FkX3BhY2thZ2UiLCJpZCI6IjU0NSIsInBhc3Njb2RlIjoiOTEwMWE5N2NkYWY5MmIyN2RiMTczNTg0Y2Q5MTBmMzZiNjVlMTQxNCIsInBhY2thZ2VfaWQiOiI1NDUiLCJlbWFpbCI6ImhlbHBAY2FuY2VyaW1hZ2luZ2FyY2hpdmUubmV0In0=


    (Download

    Image Removed

    Click the Versions tab for more info about data releases.

    Please contact help@cancerimagingarchive.net  with any questions regarding usage.

    Localtab Group

    Image Removed   <link to browse NLST Pathology on caMicroscope coming soon>

    Additional images are available: See Detailed Description.

    (Download
    Localtab
    activetrue
    titleData Access

    Data Access

    Data TypeDownload all or Query/Filter

    CT Images (DICOM, 11.3 TB)

     Image Removed

    This link downloads the entire collection, which is quite large, as legacy single frame images.
    See the Detailed Description tab for options to download the collection in smaller chunks.

    Image Removed

    (Download requires the NBIA Data Retriever)

    Primary Tumor
    Tissue Slide Images (SVS, 775 GB)

    and apply the IBM-Aspera-Connect plugin to your browser) 

    Clinical data (ZIP, 25 MB)

    link to data Image Removed

    (more info)  

    Provided in SAS format in one compressed file (.zip); 
    includes data and dictionaries.

    This is a subset of the full clinical data.  If you need the full clinical data,
    please visit the Cancer Data Access System (CDAS) system.

    Tcia cc by 4



    Localtab
    titleDetailed Description

    Detailed Description

    Collection Statistics

    RadiologyPathology

    Modalities

     CT (Legacy Single-Frame CT Images) 

    Aperio

    Number of Patients

     26,254

    451

    Number of Studies

    73,118


    Number of Series

    203,099


    Number of Images

    21,082,502

    1,225 (optionally + 4 + 23)
    Images Size (GB)11.3 TB775 GB
    The

    More about NLST pathology slide data: 

    1. Primary Tumor slides (the standard package), 1225 files:     

      1. <link to faspex package>  

      2.  caMicroscope User Guide for caMicroscope,  the pathology viewer that provides researchers with an HTML5 based web client that can be used to view a digitized pathology image at full resolution. Users can zoom in/out, and pan across the image. caMicroscope also allows one to create annotations, save them and retrieve annotations that were previously drawn.

      3. <link to NLST Pathology on caMicroscope coming soon>
    2. Additional histopathology slide images <link to Table 1>  for which the participants have no Baseline Questionnaire data (4 slides):    < link to faspex package>

    3. Additional histopathology slide images <link to images  Table 2>  for participants with Second Primary Tumors as well as those included in the "standard" package (23 slides, 18.7 GB):   < link to faspex package>

    Biospecimens Collected:

    Formalin-fixed paraffin embedded (FFPE) tissue specimens are available for a subset of the NLST participants who developed lung cancer during the trial. Donor blocks were obtained from local pathology laboratories and tissue cores (0.6mm) were extracted from them to construct tissue microarrays (TMA). Tissue cores were sampled from primary main invasive tumor histology, secondary tumor histology, carcinoma in situ, adjacent normal lung tissue, metastatic lesion from lymph node(s) and/or distant sites, benign (un-involved) lymph node, proximal and/or distal bronchi.

    In total, tissue materials were collected from 438 lung cancer cases. All have cores arrayed across nine TMAs, one of which only contains tissue collected after neoadjuvant treatment. 434 of these also have loose cores available for nucleic acid extraction. On average, each TMA contains 504 cores from 48 subjects.

    Applications for access to these specimens can be submitted under the PLCO Etiologic and Early Marker Studies Program (EEMS). The application review process opens twice a year, once in the winter and once in the summer. For more information about EEMS and to initiate an application visit the PLCO EEMS Application page. When filling out the application, specify “NLST Tissue” under the case definition.

    More about the Clinical Data:

    Please see https://biometry.nci.nih.gov/cdas/learn/nlst/data-collected/ for more details about extensive NLST clinical data collection.

    Clinical data here are provided in SAS format in one compressed file (.zip); includes data and dictionaries.

    This is a subset of the full clinical data.  If you need the full clinical data, please visit the Cancer Data Access System (CDAS) system.



    Localtab
    titleCitations & Data Usage Policy

    Citations & Data Usage Policy

    Tcia license 4 international


    Info
    titleData Citation

    National Lung Screening Trial Research Team. (2013). Data from the National Lung Screening Trial (NLST) [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/TCIA.HMQ8-J677


    Info
    titlePublication Citation

    National Lung Screening Trial Research Team*; Aberle DR, Adams  Adams AM, Berg  Berg CD, Black  Black WC, Clapp  Clapp JD, Fagerstrom RM, Gareen IF, Gatsonis C, Marcus  Marcus PM, Sicks  Sicks JD (2011). Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening. New England Journal of Medicine, 365(5), 395–409. https://doi.org/10.1056/nejmoa1102873*note:  List of National Lung Screening Trial members (pages 1-31 of this supplemental PDF to this article)


    Info
    titleTCIA Citation

    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. DOI: 10.1007/s10278-013-9622-7

    Other Publications Using This Data

    TCIA maintains a list of publications which leverage TCIA data. If you have a manuscript you'd like to add please contact the TCIA's Helpdesk.

    IMS/CDAS maintains a separate list of publications related to NLST data: https://cdas.cancer.gov/publications/?study=nlst 


    Localtab
    titleVersions

    Version 3 (Current) : Updated 2021/09/26

    Data TypeDownload all or Query/Filter

    CT Images (DICOM, 11.3 TB)

    (Download requires the NBIA Data Retriever)

    Tissue Slide Images (SVS, 775 GB)
    Tcia button generator
    urlhttps://faspex.cancerimagingarchive.net/aspera/faspex/public/package?context=eyJyZXNvdXJjZSI6InBhY2thZ2VzIiwidHlwZSI6ImV4dGVybmFsX2Rvd25sb2FkX3BhY2thZ2UiLCJpZCI6IjU1NyIsInBhc3Njb2RlIjoiOGNjYWMzZjdjNGIwNjg2ODIyY2M2MGY2ZmNmYmE0YjU5ODljMjFkOSIsInBhY2thZ2VfaWQiOiI1NTciLCJlbWFpbCI6ImhlbHBAY2FuY2VyaW1hZ2luZ2FyY2hpdmUubmV0In0=
    Image Removed <link to browse NLST Pathology on caMicroscope coming soon>


    (Download and apply the IBM-Aspera-Connect plugin to your browser) 

    Clinical data (ZIP, 25 MB)

    (more info)  

    Provided in SAS format in one compressed file (.zip); 
    includes data and dictionaries,
    other formats are available from IMS upon request.

    Data embargo of limited access is lifted September 2021, with the addition of  (1) downloadable pathology slide data and (2) clinical data spreadsheet & dictionaries with no further restriction on number of participants per downloaded cohort.

    Version 2: Updated 2015/12/14

    Data TypeDownload all or Query/Filter
    Images (DICOM, 11.3TB)

     <deprecated>

    Change: restoration of images that had become corrupted/missing during a storage transfer.

    Version 1: Updated 2013/03/01

    Data TypeDownload all or Query/Filter
    Images (DICOM, 11.3TB)

     <deprecated>