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Single-nucleus RNA-sequencing of normal adrenal cortex and adrenocortical tumors

CellRanger counts processed with the Cell Ranger software v3.1.0.

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Single-nucleus atlas of normal adrenal cortex and adrenocortical tumors DATA ACCESS AGREEMENT

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 Assistance Publique-Hôpitaux de Paris 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: Assistance Publique-Hôpitaux de Paris 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. Assistance Publique-Hôpitaux de Paris 55 Bd Diderot CS 22305, 75610 Paris CEDEX 12 France 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 Assistance Publique-Hôpitaux de Paris within 30 days of any changes or departures of Authorised Personnel. 13. The User Institution will notify Assistance Publique-Hôpitaux de Paris prior to any significant changes to the protocol for the Project. 14. The User Institution will notify Assistance Publique-Hôpitaux de Paris as soon as it becomes aware of a breach of the terms or conditions of this agreement. 15. Assistance Publique-Hôpitaux de Paris 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 Assistance Publique-Hôpitaux de Paris. 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 France and shall be subject to the exclusive jurisdiction of the French courts. 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
EGAS50000000585 Transcriptome Analysis
  • change DAC
  • Dataset Released

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 Quality Report
Located in
EGAF50000194075 tsv 25.1 kB
EGAF50000194076 mtx 40.3 MB
EGAF50000194077 tsv 305.0 kB
EGAF50000194078 tsv 27.2 kB
EGAF50000194079 tsv 305.0 kB
EGAF50000194080 mtx 60.1 MB
EGAF50000194081 tsv 30.4 kB
EGAF50000194082 tsv 305.0 kB
EGAF50000194083 mtx 47.7 MB
EGAF50000194084 tsv 15.2 kB
EGAF50000194085 tsv 305.0 kB
EGAF50000194086 mtx 6.7 MB
EGAF50000194087 tsv 30.7 kB
EGAF50000194088 tsv 305.0 kB
EGAF50000194089 mtx 51.9 MB
EGAF50000194090 tsv 30.6 kB
EGAF50000194091 tsv 305.0 kB
EGAF50000194092 mtx 33.7 MB
EGAF50000194093 tsv 27.2 kB
EGAF50000194094 tsv 305.0 kB
EGAF50000194095 mtx 52.5 MB
EGAF50000194096 tsv 37.9 kB
EGAF50000194097 tsv 305.0 kB
EGAF50000194098 mtx 68.4 MB
EGAF50000194099 tsv 305.0 kB
EGAF50000194100 mtx 14.4 MB
EGAF50000194101 tsv 17.4 kB
EGAF50000194102 tsv 16.1 kB
EGAF50000194103 tsv 305.0 kB
EGAF50000194104 mtx 27.7 MB
EGAF50000194105 tsv 29.9 kB
EGAF50000194106 mtx 45.0 MB
EGAF50000194107 tsv 305.0 kB
EGAF50000194108 mtx 53.2 MB
EGAF50000194109 tsv 33.8 kB
EGAF50000194110 tsv 305.0 kB
EGAF50000194111 tsv 14.8 kB
EGAF50000194112 mtx 26.8 MB
EGAF50000194113 tsv 305.0 kB
EGAF50000194114 tsv 36.9 kB
EGAF50000194115 tsv 305.0 kB
EGAF50000194116 mtx 70.7 MB
EGAF50000194117 tsv 29.6 kB
EGAF50000194118 tsv 305.0 kB
EGAF50000194119 mtx 30.5 MB
EGAF50000194120 mtx 52.1 MB
EGAF50000194121 tsv 31.1 kB
EGAF50000194122 tsv 305.0 kB
EGAF50000194123 mtx 26.3 MB
EGAF50000194124 tsv 305.0 kB
EGAF50000194125 tsv 27.6 kB
EGAF50000194126 tsv 14.2 kB
EGAF50000194127 tsv 305.0 kB
EGAF50000194128 mtx 22.7 MB
EGAF50000194129 tsv 7.6 kB
EGAF50000194130 tsv 305.0 kB
EGAF50000194131 mtx 9.9 MB
EGAF50000194132 tsv 30.6 kB
EGAF50000194133 tsv 305.0 kB
EGAF50000194134 mtx 51.8 MB
EGAF50000194135 tsv 31.4 kB
EGAF50000194136 tsv 305.0 kB
EGAF50000194137 mtx 56.5 MB
EGAF50000194138 tsv 305.0 kB
EGAF50000194139 tsv 29.7 kB
EGAF50000194140 mtx 47.1 MB
EGAF50000194141 tsv 305.0 kB
EGAF50000194142 mtx 41.9 MB
EGAF50000194143 tsv 29.6 kB
EGAF50000194144 tsv 7.7 kB
EGAF50000194145 tsv 305.0 kB
EGAF50000194146 mtx 1.5 MB
EGAF50000194147 tsv 305.0 kB
EGAF50000194148 mtx 26.9 MB
EGAF50000194149 tsv 24.4 kB
EGAF50000194150 tsv 36.9 kB
EGAF50000194151 tsv 305.0 kB
EGAF50000194152 mtx 68.6 MB
EGAF50000194153 tsv 30.0 kB
EGAF50000194154 tsv 305.0 kB
EGAF50000194155 mtx 39.7 MB
EGAF50000194156 mtx 6.8 MB
EGAF50000194157 tsv 12.3 kB
EGAF50000194158 tsv 305.0 kB
EGAF50000194159 tsv 305.0 kB
EGAF50000194160 tsv 17.4 kB
EGAF50000194161 mtx 13.6 MB
EGAF50000194162 tsv 24.9 kB
EGAF50000194163 tsv 305.0 kB
EGAF50000194164 mtx 22.6 MB
EGAF50000194165 tsv 28.0 kB
EGAF50000194166 tsv 305.0 kB
EGAF50000194167 mtx 46.4 MB
EGAF50000194168 tsv 27.7 kB
EGAF50000194169 tsv 305.0 kB
EGAF50000194170 mtx 42.2 MB
EGAF50000194171 tsv 26.2 kB
EGAF50000194172 tsv 305.0 kB
EGAF50000194173 mtx 34.0 MB
EGAF50000194174 tsv 27.6 kB
EGAF50000194175 tsv 305.0 kB
EGAF50000194176 mtx 27.8 MB
EGAF50000194177 tsv 29.1 kB
EGAF50000194178 tsv 305.0 kB
EGAF50000194179 mtx 32.2 MB
EGAF50000194180 tsv 37.5 kB
EGAF50000194181 tsv 305.0 kB
EGAF50000194182 mtx 53.0 MB
EGAF50000194183 tsv 24.8 kB
EGAF50000194184 tsv 305.0 kB
EGAF50000194185 mtx 29.0 MB
EGAF50000194186 tsv 26.9 kB
EGAF50000194187 tsv 305.0 kB
EGAF50000194188 mtx 47.0 MB
EGAF50000405519 tsv.gz 12.8 kB
EGAF50000405520 tsv.gz 305.0 kB
EGAF50000405521 mtx.gz 15.5 MB
EGAF50000405522 mtx.gz 10.5 MB
EGAF50000405523 tsv.gz 4.3 kB
EGAF50000405524 tsv.gz 155.5 kB
EGAF50000405525 tsv.gz 9.2 kB
EGAF50000405526 tsv.gz 155.5 kB
EGAF50000405527 mtx.gz 23.8 MB
123 Files (1.5 GB)