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Whole Genome Sequencing of Liver Cancers

Genomic alterations driving tumorigenesis result from the interaction of environmental exposures and endogeneous cellular processes. With a diversity of risk factors including viral infection, carcinogenic exposures and metabolic diseases, liver cancer is an ideal model to study these interactions. Whole genome sequencing of liver tumors identified 10 mutational signatures showing distinct relationships with environmental exposures, replication and transcription. Transcription-coupled damage was specifically associated with the liver-specific signature 16 and alcohol intake. Flood of indels were identified in very highly expressed hepato-specific genes, likely resulting from replication-transcription collisions. Reconstruction of sub-clonal architecture revealed mutational signature evolution during tumor development exemplified by the vanishing of aflatoxin-B1 signature in African migrants. These findings shed new light on the natural history of liver cancers.

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FunGeST - Functional Genomics from cancer research to personalized medicine

DATA ACCESS AGREEMENT These terms and conditions govern access to the managed access datasets (details of which are set out in Appendix I) to which the Data Recipient has requested access. The Data Recipient agrees to be bound by these terms and conditions. Definitions GDPR: This DAA makes both parties compliant with the Regulation (EU) 2016/679 of the European Parliament and of the Council, that is, the General Data Protection Regulation (herein referred to as the ‘GDPR’). Data: Refers to managed controlled access datasets (the Data). Under this Agreement, the Data is pseudonymised. Data Access/Transfer: Refers to an Institution’s right to request access to the Data and retrieve them from the Data Controller’s Institution upon approval of this hDAA by the corresponding DAC within the Data Controller’s Institution. Data Handling: Refers to an Institution’s ability to analyse and manipulate the Data within its own computer network. Data Controller(s): Refers to an Institution, responsible for the generation of the Data and its pseudonymisation. A key-code permitting relinkage to Data Subjects is kept by the Data Controller(s). Data Subject: Refers to any individual who is the source of any Data covered by this Agreement. Data Recipient (‘You’): Refers to the Institution who requests Access to the Data through this Agreement. Authorised Personnel: The individual(s) at the Institution requesting Access to the Data. Research Project: The Project for which You have requested Access to the Data. Publications: Refers, without limitation, to any and all articles published in print journals, electronic journals, reviews, books, posters, and other written and verbal presentations of Research that have been accepted by peer review. FunGeST: This DAA was written for the FunGeST functional genomics projects headed at the CRC (Centre de recherche des Cordeliers, Paris, France) 1. You, the Data Recipient, agree to only use the Data for the Purpose of the Project, for Research Purposes only and not in any profit-making activities. You further agrees that it will only use these Data for Research Purposes which are within the limitations (if any) set out in Appendix I; 2. You agree to preserve, at all times, the confidentiality of information and Data pertaining to Data Subjects. You undertake not to use or attempt to use the Data to compromise or otherwise infringe the confidentiality of information on Data Subjects and their right to privacy. Without prejudice to the generality of the foregoing, you agree to use at least the measures set out in Appendix I to protect these Data; 3. You agree not to attempt to identify Data Subjects; 4. You agree not to link or combine the Data to other information or archived data available in a way that could re-identify the Data Subjects, even if access to that data has been formally granted to you or is freely available without restriction. 5. You and your Authorised Personnel agree to take into consideration any usage restrictions (if any), stemming from consent, i.e. the appropriate lawful basis for processing the Data, as well as any usage restrictions stemming from any applicable internal policies of your Institution; 6. You agree that in handling this Data You will follow an up-to-date information technology (IT) policy that must include, at a minimum, the following items: a. Logging and auditing of Access to the Data and to the computer network; b. Password protection to computer network and/or strong data encryption; c. Virus and malware protection to computers on the computer network; d. Secure backup procedure; 7. You acknowledge that Access to the Data is granted for the duration of the Project described in Section I, and these restrictions are specific to that particular Project. Any utilization of the Data for a different Project will require prior approval through a new Agreement. 8. You recognize that nothing in this Agreement shall operate to transfer to You any intellectual property rights to the Data. 9. You agree not to make intellectual property claims on the Data and not to use intellectual property protection in ways that would prevent or block Access to, or use of, any element of the Data. 10. You can elect to perform further Research that would add intellectual and resource capital to the Data, and decide to obtain intellectual property rights on these downstream discoveries. In this case, You agree to implement licensing policies that will not obstruct further Research, following the Organisation for Economic Co-operation and Development Guidelines. 11. You agree that the Research Project 1) bears no legal responsibility for the accuracy or comprehensiveness of the Data; 2) accepts no liability for indirect, consequential, or incidental damages or losses arising from use of the Data; and 3) bears no responsibility for the further analysis or interpretation of these Data over and above that published by the Controller(s). 12. You agree to hold the Data Subject(s) and Data Controller(s) harmless and to defend and indemnify all these parties against all liabilities, demands, damages, expenses, and losses arising out of Your use for any Purpose of the Data. 13. You agree to a moratorium on publishing global analyses of the dataset until the Data Controller(s) have published their own global analysis or twelve (12) months, the maximum, have passed from the time the Data were deposited, whichever occurs first. You acknowledge that prompt publication or public disclosure of the results of the Research Project is encouraged. You also agree that by publishing Your global analyses of the Data, you will not disclose any results generated from the Data. 14. You agree to acknowledge the contribution of the Data Controller(s) in all oral and written presentations, disclosures, and Publications resulting from all analyses of the Data. 15. You agree to use the Data in Your laboratory. Any Authorised Personnel shall work under Your direct supervision. You agree to distribute a copy of these terms to the Authorised Personnel. 16. You may not transfer any information included in the Data to anyone unless specifically designated in the Research Project, or by prior specific or general written authorisation of the Data Controller(s) responsible for the generation of the original Data in each case. 17. You may not transfer the Data itself to anyone outside the Institution, unless the Controller(s) has (have) approved such transfer and its terms in writing. 18. Should You wish to share the Data with an external collaborator, the external collaborator must complete a separate Data Access Agreement. 19. You shall ensure that ‘all’ who have Access to the Data, namely You and Your Authorised Personnel, will be listed out, and are made aware and be bound by the terms of this Agreement. You remain solely and fully responsible for Your Authorised Personnel’s non-compliance with the provision of the Agreement and/or applicable laws. 20. In case of a breach of security resulting from ‘accidental’ use of Data by You and Your Authorised Personnel, which leads to disclosure of Data, then You must report this to Data Controller(s) within 72 hours maximum, and follow any relevant rule as provided by the GDPR. 21. In case of a ‘non-accidental or minor’ breach of DAA by You You will further be required to destroy any Data held. 22. You accept that this Agreement will terminate immediately upon ‘any’ breach by You, or its termination (see Section I). 23. You endeavour to settle any dispute with the Data Controller(s) amicably. If you are unable to reach an Agreement, you will meet and negotiate in good faith in an effort to resolve the issue. If the issue has not been resolved within a reasonable period (e.g. 30 calendar days), you are both entitled to submit it for resolution by an arbitrator. 24. Further, the language of the proceedings will be ‘English’ if not otherwise agreed. The award of the arbitration will be final and binding upon the parties concerned. 25. This Agreement (and any dispute, controversy, proceedings, or claim of whatever nature arising out of it or its formation) shall be interpreted, governed by and construed in accordance with the Laws of France, and shall be subject to the exclusive jurisdiction of the French Courts.

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
EGAS00001002408 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
EGAF00001591476 bam 75.6 GB
EGAF00001591477 bam 67.7 GB
EGAF00001591478 bam 107.4 GB
EGAF00001591479 bam 109.6 GB
EGAF00001591480 bam 63.4 GB
EGAF00001591481 bam 88.3 GB
EGAF00001591482 bam 73.0 GB
EGAF00001591483 bam 69.0 GB
EGAF00001591484 bam 74.3 GB
EGAF00001591485 bam 62.3 GB
EGAF00001591486 bam 57.0 GB
EGAF00001591487 bam 67.7 GB
EGAF00001591488 bam 68.1 GB
EGAF00001591489 bam 91.1 GB
EGAF00001591490 bam 88.1 GB
EGAF00001591491 bam 74.1 GB
EGAF00001591492 bam 78.4 GB
EGAF00001591493 bam 59.8 GB
EGAF00001591494 bam 76.5 GB
EGAF00001591495 bam 77.2 GB
EGAF00001591496 bam 72.6 GB
EGAF00001591497 bam 62.7 GB
EGAF00001591498 bam 75.4 GB
EGAF00001591499 bam 135.0 GB
EGAF00001591500 bam 132.2 GB
EGAF00001591501 bam 122.0 GB
EGAF00001591502 bam 124.5 GB
EGAF00001591503 bam 125.1 GB
EGAF00001591504 bam 130.0 GB
EGAF00001591505 bam 105.1 GB
EGAF00001591506 bam 115.9 GB
EGAF00001591507 bam 126.9 GB
EGAF00001591508 bam 110.2 GB
EGAF00001591509 bam 141.3 GB
EGAF00001591510 bam 164.5 GB
EGAF00001591511 bam 127.4 GB
EGAF00001591512 bam 110.1 GB
EGAF00001591513 bam 121.4 GB
EGAF00001591514 bam 121.0 GB
EGAF00001591515 bam 135.4 GB
EGAF00001591516 bam 126.4 GB
EGAF00001591517 bam 121.4 GB
EGAF00001591518 bam 98.1 GB
EGAF00001591519 bam 106.8 GB
EGAF00001591520 bam 113.3 GB
EGAF00001591521 bam 134.9 GB
EGAF00001591522 bam 104.7 GB
EGAF00001591523 bam 122.4 GB
EGAF00001591524 bam 117.3 GB
EGAF00001591525 bam 126.9 GB
EGAF00001591526 bam 75.7 GB
EGAF00001591527 bam 92.8 GB
52 Files (5.2 TB)