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RCC ATAC-seq data

ATAC-seq data 72cases

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ICGC ARGO observes purposeful, proportionate and responsible use and sharing of genomic and health-related data. A primary aspiration of DACO is the balance between ICGC policies and goals of data sharing.

1. Purpose The purpose of the DACO is to manage access to ICGC’s controlled data through application requests (DACO Application for Access to the Controlled Data). Researchers submit their access requests directly to the DACO, who in turn reviews these access requests to ensure compliance with ICGC policies. Compliance includes, but is not limited to, policies concerning the purpose and relevance of the research, the protection of donors, and the security of donors’ data. These practices facilitate responsible sharing of genomic and associated data and the development of harmonized standards for data access. Specifically: ICGC ARGO observes purposeful, proportionate and responsible use and sharing of genomic and health-related data. A primary aspiration of DACO is the balance between ICGC policies and goals of data sharing. Wherever possible DACO adheres to global standards and guidelines for data access and responsible sharing, specifically the Global Alliance for Genomics and Health’s Framework for Responsible Sharing of Genomic and Health Related data (2014) and the GA4GH Data Access Committee Guiding Principles and Procedural Standards. ICGC DACO reviews applications for accessing ICGC Controlled Data in both the ICGC ARGO Data Platform and the ICGC 25K Portal. 2. Background While committed to open data sharing, the International Cancer Genome Consortium (ICGC) adopted a controlled access model for potentially re-identifiable and personal data as a response to privacy risk concerns for research participants. The Data Access Compliance Office (DACO) was created as an independent body to review access requests for ICGC’s controlled data. Operational since July 2010, the DACO evaluates projects to ensure that they comply with the goals and policies of the ICGC. Over 1500 new applications submitted by scientists from more than 37 countries have been reviewed by the DACO in the past 11 years. The office’s procedures, the application process and the online submission system have evolved over the years to adapt to the increasing number of applications. 3. DACO Governance As of February 2022 The Data Access Compliance Office is governed and administered by the University of Glasgow. The University as Data Controller (Regulation (EU) 2016/679 (General Data Protection Regulation) governs ICGC operations and management, including data access through the DACO, and data processing through the Data Coordination Centre and associated Regional Data Processing Centres. The duties of the processors are specified in a contract with the University of Glasgow as Data Controller. The DACO does not have a formal committee structure. It exists as an overarching authority with a range of consultants who oversee proposals on an as needed basis. These consultants have expertise in ethics and law, data management, AI and emerging technologies, computational methods and clinical experience and are called to review sessions as applications require them. The DACO office consists of two key positions: Data Access Officer: is the University delegate authorised to sign and execute the Data Access Agreement. The Data Access Officer passes the final decision on verdicts passed, related policies, and maintains the general operations of the DACO. DACO Administrator: acts as the administrator for the DACO email and the online portal. They are responsible for the reception of submissions, communications with researchers, and all related documentation. The DACO administrator and DACO officer work closely together. The DACO also reports monthly to the ICGC ARGO Management Committee on metrics and where additional review is required on applications. 4. Eligible Project Guidelines The DACO provides controlled access to public and private researchers (PIs) that apply for access and that access conditions are the same for both types of researchers. The application must be completed and submitted through the online submission system. Generally, qualification requirements for applicants are: The Applicant must be an independent researcher affiliated with a legal entity (e.g. university professor, researcher in a private company, independent researchers able to apply for federal research grants, etc.), and they must review and sign the finalised application. A qualified Institutional Representative of a legal entity has the administrative power to legally commit that entity to the terms and conditions of the Data Access Agreement (e.g. Vice-President Research, a Research Director, or a Contracts Officer for the entity), and must review and sign the finalised application. The Applicant must submit a summary of the research project. The project will be checked for conformity with the goals and policies of ICGC including, but not limited to, policies concerning the purpose and relevance of the research, the protection of the donors and the security of the donors’ data. The Applicant must submit a lay summary of the project which may be posted on the ICGC ARGO website or used in reporting metrics. For tips on writing a lay summary, consult the lay summary guide, which includes before and after examples of real lay summaries. The Applicant must submit at least 3 qualifying publications of which they were an author/co-author. If ethics approval for use of ICGC Controlled Data is required in the Applicant’s country/region, an ethics approval letter must be included with the application. All required sections of the application must be completed legitimately and all terms agreed upon. A project and its authorized users are approved for access to the data for 2 years, or sooner upon completion of a final report if a study ceases. If a user wishes to extend the term of the agreement they may do so by submitting a Renewal Application. Authorizations to access controlled data will be broad, so that authenticated users will get permission to obtain access to controlled data generated from all samples studied by any participating ICGC project. 5. Users Involved in the Application The following are a list of the users involved in an application and their requirements. Applicant/Principal Investigator: Must be independent researchers who are affiliated with a legal entity (e.g. university professor, researcher in a private company, independent researchers able to apply for federal research grants, etc.). Institutional Representative: A qualified representative of a legal entity who has the administrative power to legally commit that entity to the terms and conditions of the Data Access Agreement (e.g. Vice-President Research, a Research Director, or a Contracts Officer for the entity). Collaborators: All investigators, collaborators, research staff at the Applicant’s institute (including post-docs) and students (including graduate students), who will have access to the ICGC Controlled Data in order to work on the research project Application Submitter: The user who manages and submits the DACO application form. This could be the same person as the Applicant/Principal Investigator. User Accesses and manages applications Required to be from the same Primary Affiliation as the Applicant Required to provide a valid Google email address Required to sign the application Gains access to ICGC Controlled Data once approved Applicant/ PI Yes, if the same as the application submitter. Yes Yes Yes Yes Institutional Representative No Yes No Yes No Collaborators No Yes Yes No Yes Application Submitter Yes Yes, but only if the same as the Applicant/PI Yes, for login purposes Yes, but only if the same as the Applicant/PI Yes, but only if the same as the Applicant/PI 6. Ethical Approval ICGC ARGO bears no responsibility for ethical approval and maintaining appropriate ethical approval (if so required) is the responsibility of the PI. If Ethical approval is required in an applicant's jurisdiction, it must be current for the duration of the approved Data Access Period and adequately disclosed on the DACO application. Applicants should confirm requirements for ethical approval to use ICGC Controlled Data by contacting the relevant local institutional review board / research ethics committee (IRB/REC) to clarify the matter. 7. DACO Review Process Detailed application review procedures and instructions can be found on the ICGC ARGO Documentation Data Access Page. All decisions, except for approval, will be accompanied with a detailed justification. The objective is to standardize the review of submitted applications. Generally, DACO assesses applications across 3 Core components of the application, which consist of: Qualification of users: Confirming bonafide researchers with real and current affiliations, credible institutions and track records. Feasibility and scientific merit: clear descriptions of objectives, scientific rationale, planned outputs and how ICGC Controlled data will be used. Ethical considerations: Potential ethical issues and adherence to ICGC policies, including confirming the project poses minimal risk of re-identifying participants. 8. Data Access Approval Period and Renewals Data Access Approval Period The DACO approval expires after 2 years of access. Access to ICGC Controlled Data remains conditional upon respecting the terms and conditions of the Data Access Agreement. An annual agreement must be made by the applicant and a bi-annual renewal must be completed in order to access/use controlled data beyond that two-year time period. Users are notified in sequence of expiry with the following actions: Both 90 days and 45 days before expiry, the applicant will receive an email notifying them that they are eligible to renew. If the project remains active, the user may wish to renew beyond the 2 years. If applicants do not renew in this time period and their access expires, the project team loses access. The applicant will be notified that they are still able to renew for 90 days after expiry by logging in and clicking on the “renew” button. Renewals are received at the DACO office and managed by the standard process of review, consultation (if required), request revisions (if required), approval or rejection. Once an application is approved the applicant receives the notification email notifying them of their new expiry date and the project team re-gains access to controlled data for an additional 2 years. If a renewal submission is not received within the 90 days post-expiry time frame, the application is closed forever in this state, but is still accessible to view upon log-in. Annual Attestation ICGC recognises the importance of ensuring compliance with data access policies, therefore an annual attestation is required for all project teams. 45 days prior to the 1-year mark after approval, the applicant will receive an email reminder to complete the attestation. If the applicant does not attest by the 1-year mark, access to ICGC Controlled Data will be paused for all members of the project team. Once an applicant has attested to the terms, access will resume for the remainder of the 2-year access period. 9. DACO Reporting Requirements and Transparency The DACO office will report activities and metrics to the Management Committee on a monthly basis as per the DACO Monthly Report Template. Annually the office will report to the Executive Board upon instruction. A copy of the Annual report will be published on the ICGC ARGO website for public viewing. Data users will be published on the ICGC ARGO public website monthly. 10. Security Incidents and Data Breach Management of data security is detailed in the ICGC Security Best Practices for Controlled-Access Data (link). In addition, all users of ICGC data must familiarise themselves with the ICGC ARGO Data Breach Policy. All security incidents (even those not resulting in a data breach) must be reported without delay, where the incident will be investigated and managed as per the policy. 11. Administrative Access Nominated individuals within the ICGC community require administrative access for purposes of auditing, monitoring, ensuring compliance and quality control of data. Administrative access will require completion of a standard application with relevant sections completed as needed, which will be reviewed and governed by the terms and conditions outlined in the Data Access Agreement. 12. Appeals Process All decisions (excluding approvals) are accompanied by detailed justification. Applicants may request a review of a rejection decision by emailing daco@icgc-argo.org, quoting their name and application number, and associated details around the request for review. DACO will review appeals requests and provide a written response within 30 days of receiving the request. If further review is required, DACO may consult the Management Committee for further advice. 13. Sanctions Policy Failure to comply with terms and conditions of the Data Access Policies may result in access being removed or access terminated for any reason (including upon breach of the terms of the data access agreement). Failure to comply with these requirements may also carry financial or legal repercussions. Any misuse of controlled data is taken very seriously and other sanctions may apply including notification of organisations or other federal agencies. 14. Retention of Data DACO and its affiliates will retain data related to DACO applications and processing for 10 years in line with the purposes for data processing. If you would like to inquire about data held about you please contact secretariat@icgc-argo.org. 15. Requirement of Lay Summaries All applications to ICGC require an accompanying lay language summary of their research and proposed use of ICGC Controlled data. A lay Summary is simply the ability to convey the details and significance of research to non-experts. In the context of ICGC ARGO, a lay summary is an overview of a research project described in a way that can be easily understood by those without prior experience of the project or broader subject of cancer genomics. A well-written lay summary allows the public and broader scientific and clinical communities to understand the research and its goals, impact and applications. Lay summaries as one avenue to communicate with the broader community forms part of the fundamental principles of ICGC ARGO. We have a strategic commitment to public engagement and making data widely available; beyond scientific publications and into the patient and public communities. We have developed guidelines for researchers: How to Write a Lay Summary, which can be accessed through our website. 16. User Guide and Submission Instructions The application must be completed and submitted through the online submission system. A detailed user guide and submission instructions can be found on the ICGC DACO Documentation Page.

Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.

Study ID Study Title Study Type
EGAS00001006919 Other

This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.

ID File Type Size Located in
EGAF00007891903 fastq.gz 7.0 GB
EGAF00007891904 fastq.gz 7.0 GB
EGAF00007891905 fastq.gz 7.4 GB
EGAF00007891906 fastq.gz 7.5 GB
EGAF00007891907 fastq.gz 7.3 GB
EGAF00007891908 fastq.gz 7.3 GB
EGAF00007891909 fastq.gz 8.3 GB
EGAF00007891910 fastq.gz 8.4 GB
EGAF00007891911 fastq.gz 7.5 GB
EGAF00007891912 fastq.gz 7.6 GB
EGAF00007891913 fastq.gz 9.9 GB
EGAF00007891914 fastq.gz 9.7 GB
EGAF00007891915 fastq.gz 9.5 GB
EGAF00007891916 fastq.gz 9.5 GB
EGAF00007891917 fastq.gz 7.0 GB
EGAF00007891918 fastq.gz 7.1 GB
EGAF00007891919 fastq.gz 5.6 GB
EGAF00007891920 fastq.gz 5.7 GB
EGAF00007891921 fastq.gz 6.5 GB
EGAF00007891922 fastq.gz 6.6 GB
EGAF00007891923 fastq.gz 7.5 GB
EGAF00007891924 fastq.gz 7.6 GB
EGAF00007891925 fastq.gz 10.6 GB
EGAF00007891926 fastq.gz 10.7 GB
EGAF00007891927 fastq.gz 6.2 GB
EGAF00007891928 fastq.gz 6.3 GB
EGAF00007891929 fastq.gz 10.0 GB
EGAF00007891930 fastq.gz 10.1 GB
EGAF00007891931 fastq.gz 9.4 GB
EGAF00007891932 fastq.gz 9.5 GB
EGAF00007891933 fastq.gz 11.5 GB
EGAF00007891934 fastq.gz 11.6 GB
EGAF00007891935 fastq.gz 6.8 GB
EGAF00007891936 fastq.gz 6.8 GB
EGAF00007891937 fastq.gz 7.1 GB
EGAF00007891938 fastq.gz 7.2 GB
EGAF00007891939 fastq.gz 7.7 GB
EGAF00007891940 fastq.gz 7.7 GB
EGAF00007891941 fastq.gz 7.2 GB
EGAF00007891942 fastq.gz 7.3 GB
EGAF00007891943 fastq.gz 7.4 GB
EGAF00007891944 fastq.gz 7.6 GB
EGAF00007891945 fastq.gz 6.8 GB
EGAF00007891946 fastq.gz 6.9 GB
EGAF00007891947 fastq.gz 7.8 GB
EGAF00007891948 fastq.gz 7.9 GB
EGAF00007891949 fastq.gz 7.9 GB
EGAF00007891950 fastq.gz 8.0 GB
EGAF00007891951 fastq.gz 7.0 GB
EGAF00007891952 fastq.gz 7.1 GB
EGAF00007891953 fastq.gz 6.1 GB
EGAF00007891954 fastq.gz 6.2 GB
EGAF00007891955 fastq.gz 6.8 GB
EGAF00007891956 fastq.gz 6.9 GB
EGAF00007891957 fastq.gz 7.9 GB
EGAF00007891958 fastq.gz 8.0 GB
EGAF00007891959 fastq.gz 7.7 GB
EGAF00007891960 fastq.gz 7.7 GB
EGAF00007891961 fastq.gz 8.0 GB
EGAF00007891962 fastq.gz 8.0 GB
EGAF00007891963 fastq.gz 6.1 GB
EGAF00007891964 fastq.gz 6.2 GB
EGAF00007891965 fastq.gz 6.4 GB
EGAF00007891966 fastq.gz 6.3 GB
EGAF00007891967 fastq.gz 9.1 GB
EGAF00007891968 fastq.gz 9.2 GB
EGAF00007891969 fastq.gz 6.4 GB
EGAF00007891970 fastq.gz 6.5 GB
EGAF00007891971 fastq.gz 7.3 GB
EGAF00007891972 fastq.gz 7.4 GB
EGAF00007891973 fastq.gz 7.3 GB
EGAF00007891974 fastq.gz 7.3 GB
EGAF00007891975 fastq.gz 7.3 GB
EGAF00007891976 fastq.gz 7.5 GB
EGAF00007891977 fastq.gz 7.5 GB
EGAF00007891978 fastq.gz 7.6 GB
EGAF00007891979 fastq.gz 8.0 GB
EGAF00007891980 fastq.gz 8.1 GB
EGAF00007891981 fastq.gz 8.0 GB
EGAF00007891982 fastq.gz 8.1 GB
EGAF00007891983 fastq.gz 8.9 GB
EGAF00007891984 fastq.gz 9.0 GB
EGAF00007891985 fastq.gz 9.2 GB
EGAF00007891986 fastq.gz 9.3 GB
EGAF00007891987 fastq.gz 7.4 GB
EGAF00007891988 fastq.gz 7.5 GB
EGAF00007891989 fastq.gz 6.1 GB
EGAF00007891990 fastq.gz 6.2 GB
EGAF00007891991 fastq.gz 8.8 GB
EGAF00007891992 fastq.gz 8.9 GB
EGAF00007891993 fastq.gz 7.3 GB
EGAF00007891994 fastq.gz 7.3 GB
EGAF00007891995 fastq.gz 6.1 GB
EGAF00007891996 fastq.gz 6.1 GB
EGAF00007891997 fastq.gz 6.5 GB
EGAF00007891998 fastq.gz 6.6 GB
EGAF00007891999 fastq.gz 7.7 GB
EGAF00007892000 fastq.gz 7.8 GB
EGAF00007892001 fastq.gz 6.5 GB
EGAF00007892002 fastq.gz 6.6 GB
EGAF00007892003 fastq.gz 8.0 GB
EGAF00007892004 fastq.gz 8.1 GB
EGAF00007892005 fastq.gz 7.4 GB
EGAF00007892006 fastq.gz 7.5 GB
EGAF00007892007 fastq.gz 6.4 GB
EGAF00007892008 fastq.gz 6.5 GB
EGAF00007892009 fastq.gz 8.9 GB
EGAF00007892010 fastq.gz 9.0 GB
EGAF00007892011 fastq.gz 6.8 GB
EGAF00007892012 fastq.gz 7.0 GB
EGAF00007892013 fastq.gz 9.1 GB
EGAF00007892014 fastq.gz 9.3 GB
EGAF00007892015 fastq.gz 8.1 GB
EGAF00007892016 fastq.gz 8.0 GB
EGAF00007892017 fastq.gz 6.5 GB
EGAF00007892018 fastq.gz 6.7 GB
EGAF00007892019 fastq.gz 6.2 GB
EGAF00007892020 fastq.gz 6.3 GB
EGAF00007892021 fastq.gz 7.6 GB
EGAF00007892022 fastq.gz 7.8 GB
EGAF00007892023 fastq.gz 8.5 GB
EGAF00007892024 fastq.gz 8.6 GB
EGAF00007892025 fastq.gz 7.3 GB
EGAF00007892026 fastq.gz 7.4 GB
EGAF00007892027 fastq.gz 8.5 GB
EGAF00007892028 fastq.gz 8.6 GB
EGAF00007892029 fastq.gz 7.4 GB
EGAF00007892030 fastq.gz 7.4 GB
EGAF00007892031 fastq.gz 9.0 GB
EGAF00007892032 fastq.gz 9.1 GB
EGAF00007892033 fastq.gz 5.0 GB
EGAF00007892034 fastq.gz 5.1 GB
EGAF00007892035 fastq.gz 8.6 GB
EGAF00007892036 fastq.gz 8.7 GB
EGAF00007892037 fastq.gz 5.0 GB
EGAF00007892038 fastq.gz 5.1 GB
EGAF00007892039 fastq.gz 7.1 GB
EGAF00007892040 fastq.gz 7.2 GB
EGAF00007892041 fastq.gz 3.9 GB
EGAF00007892042 fastq.gz 3.9 GB
EGAF00007892043 fastq.gz 5.3 GB
EGAF00007892044 fastq.gz 5.3 GB
EGAF00007892045 fastq.gz 6.7 GB
EGAF00007892046 fastq.gz 6.7 GB
144 Files (1.1 TB)