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Pre-neoadjuvant treatment biopsy RNAseq breast cancer dataset

This dataset contains RNAseq data of n=87 pre-treatment biopsies of triple negative and luminal- type breast cancer patients, all scheduled to receive neoadjuvant chemotherapy. Gene expression data is linked with treatment response and survival.

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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 User Institution has requested access. The User Institution agrees to be bound by these terms and conditions.

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 User Institution has requested access. The User Institution agrees to be bound by these terms and conditions. Definitions Authorised Personnel: The individuals at the User Institution to whom NKI-AVL grants access to the Data. This includes the User, the individuals listed in Appendix II and any other individuals for whom the User Institution subsequently requests access to the Data. Details of the initial Authorised Personnel are set out in Appendix II. Data: The managed access datasets to which the User Institution has requested access. Data Producers: NKI-AVL and the collaborators listed in Appendix I responsible for the development, organisation, and oversight of these Data. External Collaborator: A collaborator of the User, working for an institution other than the User Institution. Project: The project for which the User Institution has requested access to these Data. A description of the Project is set out in Appendix II. Publications: Includes, without limitation, articles published in print journals, electronic journals, reviews, books, posters and other written and verbal presentations of research. Research Participant: An individual whose data form part of these Data. Research Purposes: Shall mean research that is seeking to advance the understanding of genetics and genomics, including the treatment of disorders, and work on statistical methods that may be applied to such research. User: The principal investigator for the Project. User Institution(s): The Institution that has requested access to the Data. 1. The User Institution agrees to only use these Data for the purpose of the Project (described in Appendix II) and only for Research Purposes. The User Institution 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. The User Institution agrees to preserve, at all times, the confidentiality of these Data. In particular, it undertakes not to use, or attempt to use these Data to compromise or otherwise infringe the confidentiality of information on Research Participants. Without prejudice to the generality of the foregoing, the User Institution agrees to use at least the measures set out in Appendix I to protect these Data. 3. The User Institution agrees to protect the confidentiality of Research Participants in any research papers or publications that they prepare by taking all reasonable care to limit the possibility of identification. 4. The User Institution agrees not to link or combine these Data to other information or archived data available in a way that could re-identify the Research Participants, even if access to that data has been formally granted to the User Institution or is freely available without restriction. 5. The User Institution agrees only to transfer or disclose these Data, in whole or part, or any material derived from these Data, to the Authorised Personnel. Should the User Institution wish to share these Data with an External Collaborator, the External Collaborator must complete a separate application for access to these Data. 6. The User Institution agrees that the Data Producers, and all other parties involved in the creation, funding or protection of these Data: a) make no warranty or representation, express or implied as to the accuracy, quality or comprehensiveness of these Data; b) exclude to the fullest extent permitted by law all liability for actions, claims, proceedings, demands, losses (including but not limited to loss of profit), costs, awards damages and payments made by the Recipient that may arise (whether directly or indirectly) in any way whatsoever from the Recipient’s use of these Data or from the unavailability of, or break in access to, these Data for whatever reason and; c) bear no responsibility for the further analysis or interpretation of these Data. 7. The User Institution agrees to follow the Fort Lauderdale Guidelines (http://www.wellcome.ac.uk/stellent/groups/corporatesite/@policy_communications/documents/web_document/wtd003207.pdf ) and the Toronto Statement (http://www.nature.com/nature/journal/v461/n7261/full/461168a.html). This includes but is not limited to recognising the contribution of the Data Producers and including a proper acknowledgement in all reports or publications resulting from the use of these Data. 8. The User Institution agrees to follow the Publication Policy in Appendix III. This includes respecting the moratorium period for the Data Producers to publish the first peer-reviewed report describing and analysing these Data. 9. The User Institution agrees not to make intellectual property claims on these Data and not to use intellectual property protection in ways that would prevent or block access to, or use of, any element of these Data, or conclusion drawn directly from these Data. 10. The User Institution can elect to perform further research that would add intellectual and resource capital to these data and decide to obtain intellectual property rights on these downstream discoveries. In this case, the User Institution agrees to implement licensing policies that will not obstruct further research and to follow the U.S. National Institutes of Health Best Practices for the Licensing of Genomic Inventions (2005) (https://www.icgc.org/files/daco/NIH_BestPracticesLicensingGenomicInventions_2005_en.pdf ) in conformity with the Organisation for Economic Co-operation and Development Guidelines for the Licensing of the Genetic Inventions (2006) (http://www.oecd.org/science/biotech/36198812.pdf ). 11. The User Institution agrees to destroy/discard the Data held, once it is no longer used for the Project, unless obliged to retain the data for archival purposes in conformity with audit or legal requirements. 12. The User Institution will notify NKI-AVL within 30 days of any changes or departures of Authorised Personnel. 13. The User Institution will notify NKI-AVL prior to any significant changes to the protocol for the Project. 14. The User Institution will notify NKI-AVL as soon as it becomes aware of a breach of the terms or conditions of this agreement. 15 NKI-AVL may terminate this agreement by written notice to the User Institution. If this agreement terminates for any reason, the User Institution will be required to destroy any Data held, including copies and backup copies. This clause does not prevent the User Institution from retaining these data for archival purpose in conformity with audit or legal requirements. 16. The User Institution accepts that it may be necessary for the Data Producers to alter the terms of this agreement from time to time. As an example, this may include specific provisions relating to the Data required by Data Producers other than NKI-AVL. In the event that changes are required, the Data Producers or their appointed agent will contact the User Institution to inform it of the changes and the User Institution may elect to accept the changes or terminate the agreement. 17. If requested, the User Institution will allow data security and management documentation to be inspected to verify that it is complying with the terms of this agreement. 18. The User Institution agrees to distribute a copy of these terms to the Authorised Personnel. The User Institution will procure that the Authorised Personnel comply with the terms of this agreement. 19. This agreement (and any dispute, controversy, proceedings or claim of whatever nature arising out of this agreement or its formation) shall be construed, interpreted and governed by the laws of England and Wales and shall be subject to the exclusive jurisdiction of the English courts. Agreed for User Institution Signature: Name: Title: Date: Principal Investigator I confirm that I have read and understood this Agreement. Signature: Name: Title: Date: Agreed for XXXXX Signature: Name: Title: Date: APPENDIX I – DATASET DETAILS APPENDIX II ––PROJECT DETAILS APPENDIX III –– PUBLICATION POLICY APPENDIX I – DATASET DETAILS (to be completed by the data producer before passing to applicant) Dataset reference (EGA Study ID and Dataset Details) Name of project that created the dataset Names of other data producers/collaborators Specific limitations on areas of research Minimum protection measures required File access: Data can be held in unencrypted files on an institutional compute system, with Unix user group read/write access for one or more appropriate groups but not Unix world read/write access behind a secure firewall. Laptops holding these data should have password protected logins and screenlocks (set to lock after 5 min of inactivity). If held on USB keys or other portable hard drives, the data must be encrypted. APPENDIX II – PROJECT DETAILS (to be completed by the Requestor) Details of dataset requested i.e., EGA Study and Dataset Accession Number Brief abstract of the Project in which the Data will be used (500 words max) All Individuals who the User Institution to be named as registered users Name of Registered User Email Job Title Supervisor* All Individuals that should have an account created at the EGA Name of Registered User Email Job Title APPENDIX III – PUBLICATION POLICY XXXXX intend to publish the results of their analysis of this dataset and do not consider its deposition into public databases to be the equivalent of such publications. XXXXX anticipate that the dataset could be useful to other qualified researchers for a variety of purposes. However, some areas of work are subject to a publication moratorium. The publication moratorium covers any publications (including oral communications) that describe the use of the dataset. For research papers, submission for publication should not occur until XX months after these data were first made available on the relevant hosting database, unless XXXXX has provided written consent to earlier submission. In any publications based on these data, please describe how the data can be accessed, including the name of the hosting database (e.g., The European Genome-phenome Archive at the European Bioinformatics Institute) and its accession numbers (e.g., EGAS00000000029), and acknowledge its use in a form agreed by the User Institution with XXXXX.

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
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
EGAF00005740479 1639411440423 586.0 MB
EGAF00005740480 1639411502821 1.1 GB
EGAF00005740481 1639411502821 1.3 GB
EGAF00005740482 1639411502821 1.5 GB
EGAF00005740483 1639411560081 1.1 GB
EGAF00005740484 1639411502821 1.3 GB
EGAF00005740485 1639411560081 781.0 MB
EGAF00005740486 1639411502821 857.1 MB
EGAF00005740487 1639411502821 1.2 GB
EGAF00005740488 1639411502822 861.4 MB
EGAF00005740489 1639411560081 1.8 GB
EGAF00005740490 1639411620023 2.0 GB
EGAF00005740491 1639411502821 1.0 GB
EGAF00005740492 1639411560081 1.1 GB
EGAF00005740493 1639411502821 818.8 MB
EGAF00005740494 1639411440423 450.7 MB
EGAF00005740495 1639411502821 1.2 GB
EGAF00005740496 1639411560081 1.0 GB
EGAF00005740497 1639411502821 723.5 MB
EGAF00005740498 1639411680086 2.4 GB
EGAF00005740499 1639411560081 1.1 GB
EGAF00005740500 1639411502821 990.4 MB
EGAF00005740501 1639411560081 815.9 MB
EGAF00005740502 1639411440423 487.3 MB
EGAF00005740503 1639411560081 1.1 GB
EGAF00005740504 1639411440423 976.1 MB
EGAF00005740506 1639411560081 1.3 GB
EGAF00005740507 1639411560081 887.9 MB
EGAF00005740508 1639411440423 651.8 MB
EGAF00005740509 1639411560081 1.1 GB
EGAF00005740510 1639411502821 423.0 MB
EGAF00005740511 1639411560081 1.1 GB
EGAF00005740512 1639411560081 1.4 GB
EGAF00005740513 1639411502821 1.4 GB
EGAF00005740514 1639411502822 1.3 GB
EGAF00005740515 1639411560081 1.7 GB
EGAF00005740516 1639411560081 941.1 MB
EGAF00005740517 1639411502822 580.1 MB
EGAF00005740518 1639411440423 689.5 MB
EGAF00005740519 1639411502822 824.6 MB
EGAF00005740520 1639411502822 1.1 GB
EGAF00005740521 1639411440423 390.2 MB
EGAF00005740522 1639415160763 1.2 GB
EGAF00005740523 1639415280170 1.1 GB
EGAF00005740524 1639415280170 1.7 GB
EGAF00005740525 1639415040549 333.4 MB
EGAF00005740526 1639415221639 941.4 MB
EGAF00005740527 1639415160763 1.7 GB
EGAF00005740528 1639415100576 1.3 GB
EGAF00005740529 1639415040549 640.1 MB
EGAF00005740530 1639415100576 662.9 MB
EGAF00005740531 1639415100576 855.0 MB
EGAF00005740532 1639415340036 2.2 GB
EGAF00005740533 1639415160763 630.0 MB
EGAF00005740534 1639415100576 923.6 MB
EGAF00005740535 1639415040549 661.8 MB
EGAF00005740536 1639415160763 692.1 MB
EGAF00005740537 1639415221639 594.0 MB
EGAF00005740538 1639415040549 505.4 MB
EGAF00005740539 1639415280170 2.4 GB
EGAF00005740540 1639415040549 762.9 MB
EGAF00005740541 1639415160763 738.6 MB
EGAF00005740542 1639415280170 2.5 GB
EGAF00005740543 1639415040549 741.3 MB
EGAF00005740544 1639415221639 2.9 GB
EGAF00005740545 1639415160763 1.0 GB
EGAF00005740546 1639415100576 845.0 MB
EGAF00005740547 1639415160763 853.6 MB
EGAF00005740548 1639415040549 750.7 MB
EGAF00005740549 1639415160763 1.2 GB
EGAF00005740550 1639415100576 1.7 GB
EGAF00005740551 1639415100576 960.1 MB
EGAF00005740552 1639415040549 550.1 MB
EGAF00005740553 1639415160763 1.2 GB
EGAF00005740554 1639415280170 1.0 GB
EGAF00005740555 1639415040549 761.5 MB
EGAF00005740556 1639415160763 790.3 MB
EGAF00005740557 1639415100576 599.9 MB
EGAF00005740558 1639415160763 1.0 GB
EGAF00005740559 1639415100576 480.5 MB
EGAF00005740560 1639415160763 1.8 GB
EGAF00005740561 1639415100576 1.2 GB
EGAF00005740562 1639415280170 1.7 GB
EGAF00005740563 1639415040549 688.7 MB
EGAF00005740564 1639415100576 1.5 GB
EGAF00005742315 1639652820189 1.3 GB
EGAF00005742372 1639653240945 1.3 GB
87 Files (94.0 GB)