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LEMA WES files

This dataset contains WES bam/bai files associated with 133 patients as part of the LEMA Study

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DUO:0000018
version: 2021-02-23

not for profit, non commercial use only

This data use modifier indicates that use of the data is limited to not-for-profit organizations and not-for-profit use, non-commercial use.

This policy outlines the terms and conditions associated with access to the LEMA WES dataset

Data Access This application form must be completed by the applicant and the legal entity with which you are affiliated prior to being granted access to data. To receive access, you must complete this entire application form and agree to the terms of the Data Access Agreement (DAA) by signing this application. If the Data Access Committee (DAC) approves your application, access to the data will be granted for the period starting from the date you are approved for access. You may apply for written approval to extend the term of this agreement by resubmitting your application for renewal. Section I: Contact and Project Information A. User (including contact details) Please ensure that a full postal address and a valid Organisational email address are included. Name: Position within User Organisation: Postal Address: E-mail Address: B. User Organisation (including contact details) Please ensure that a full postal address and a valid Organisational email address are included. Name: Organisation’s Legal Name: Organisational Postal Address: Organisational E-mail Address: Website of the Organisation: C. Authorised Representative of the User Organisation (this is a qualified representative of the User Organisation who has the administrative power to legally commit that entity to the terms and conditions in Section II: Data Access Agreement. The Authorised Representative’s signature will be required at the end of this application before being reviewed by the DAC. Name: Position: Affiliation: Organisational Postal Address: Organisational E-mail Address: D. All Individuals who the User Organisation wishes to be named as registered users (the “Authorised Personnel”) Name of Registered User Email Job Title Supervisor E. All Individuals that should have an account created at the EGA Name of Registered User Email Job Title F. Title of the Proposed Research Project: G. Dates of the Proposed Research Project for which access to the Data is requested: Please insert details of expected start and end dates for the research project – this is the period for which access to the Data will be granted if the application is approved. H. Research Project (Scientific Abstract): Please provide a clear description of the research project, its stakeholders, its main question and its relevance to the research domain addressed, its specific aims, and duration. The research project must fall within the following definition: Not for profit, non-commercial 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. Note that any use of the Data, if approved, must fall under the framework of the described research project. Section II: Data Access Agreement (DAA) These terms and conditions govern access to the managed access datasets to which the User Organisation has requested access. The User Organisation agrees to be bound by these terms and conditions. Definitions Authorised Personnel: The individuals at the User Organisation to whom the Data Access Committee grants access to the Data. This includes the User, the individuals listed in Section I.E and any other individuals for whom the User Organisation subsequently requests access to the Data. Data: The managed access datasets to which the User Organisation has requested access, as is outlined in Appendix 1 attached hereto. Data Access Committee (“DAC”): The committee responsible for approving and managing access to the Data. Data Access Period: The dates of the Proposed Research Project for which access to the Data is granted as detailed in Section I.G. Data Producers: COMPANY and any 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 organisation other than the User Organisation. COMPANY: NeoGenomics Laboratories, Inc. a Florida corporation, together with its affiliates and wholly-owned subsidiaries, having a place of business at 9490 NeoGenomics Way, Fort Myers, FL 33912 Project: The project for which the User Organisation has requested access to these Data. A description of the Project is set out in Section I.H. 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: Not for profit, non-commercial 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. Research Ethics Board Approval: Approval of the Project by the User Organisation or External Collaborator’s research ethics board or other research ethics board or independent review board from whom the User Organisation obtains research ethics approval(s). User: The lead for the Project at the User Organisation as detailed in Section I.A. User Organisation(s): The organisation that has requested access to the Data as detailed in Section I.B. 1. The User Organisation agrees to only use the Data (i) for the duration and purpose of the Project; (ii) for Research Purposes; and (iii) in accordance with Research Ethics Board Approval, and any conditions or restrictions imposed pursuant to such Research Ethics Board Approval. The User Organisation 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 Organisation agrees that in handling this Data it 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. 3. The User Organisation 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 or the provisions of section 2 above, the User Organisation agrees to use at least the measures set out in Appendix 1 to protect these Data. 4. COMPANY intends that any patient-level data to be disclosed to the User Organisation hereunder will be de-identified to the standard set forth at 45 CFR 164.514(b) such that it no longer constitutes protected health information (“PHI”) as such term is defined in the Privacy Rule promulgated under the Health Insurance Portability and Accountability Act of 1996, as amended. If the User Organisation becomes aware that it has received any patient-level data that has not been de-identified to this standard, the User Organisation shall notify DAC within twenty-four (24) hours of such discovery and shall follow COMPANY instructions to ensure proper return or destruction of such PHI. 5. In case of a breach of security resulting from ‘accidental’ use of Data by User Organisation or the Authorised Personnel, which leads to disclosure of Data, then User Organisation must report this to DAC within 72 hours maximum. 6. If requested, the User Organisation will allow data security and management documentation to be inspected to verify that it is complying with the terms of this agreement. 7. The User Organisation 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. 8. The User Organisation 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 Organisation or is freely available without restriction. 9. The User Organisation agrees only to transfer or disclose these Data, in whole or part, or any material derived from the Data, to the Authorised Personnel. Should the User Organisation wish to share these Data with an External Collaborator, the External Collaborator must complete a separate application for access to these Data. 10. The User Organisation 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 oral and written presentations, reports, disclosures and Publications resulting from all analyses of the Data. 11. The User Organisation 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. 12. The User Organisation 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 Organisation 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 ). 13. The User Organisation 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. 14. The User Organisation will notify the DAC within 30 days of any changes or departures of Authorised Personnel. 15. The User Organisation will notify the DAC prior to any significant changes to the protocol for the Project. 16. The User Organisation agrees to submit a final report at the completion of the Data Access Period, or if a study is closed, upon request by the DAC. 17. The User Organisation will notify the DAC as soon as it becomes aware of a breach of the terms or conditions of this agreement. 18. The User Organisation 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 User Organisation that may arise (whether directly or indirectly) in any way whatsoever from the User Organisation’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. 19. The User Organisation agrees to hold the Data Producers, and all other parties involved in the creation, funding or protection of these Data harmless and to defend and indemnify all these parties against all liabilities, demands, damages, expenses, and losses arising out of the User Organisation’s use of the Data. 20. COMPANY may terminate this agreement by written notice to the User Organisation. If this agreement terminates for any reason, the User Organisation will be required to destroy any Data held, including copies and backup copies. This clause does not prevent the User Organisation from retaining these data for archival purpose in conformity with audit or legal requirements. 20. The User Organisation 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 COMPANY. In the event that changes are required, the Data Producers or their appointed agent will contact the User Organisation to inform it of the changes and the User Organisation may elect to accept the changes or terminate the agreement. 21. The User Organisation agrees to distribute a copy of these terms to the Authorised Personnel. The User Organisation will procure that the Authorised Personnel comply with the terms of this agreement. 22. 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 according to the laws of the State of Florida without regard to or application of choice-of-law rules or principles. Any legal suit, action or proceeding arising out of or relating to this Agreement will be instituted in the courts of the State of Florida or the federal courts of the United States located in Fort Myers, Florida, and each Party irrevocably submits to the jurisdiction of such courts in any such suit, action or proceeding. Agreed for User Organisation Signature: Name: Title: Date: User - I confirm that I have read and understood this Agreement. Signature: Name: Title: Date: Agreed for COMPANY Signature: Name: Title: Date: APPENDIX I – DATASET DETAILS • Dataset details: Whole exome sequencing data of FFPE tissue samples from 130 patients with stage 0-III non-small cell lung cancer. Sequencing of sheared (200-300bp) DNA was carried out following the Human IDT Target Enrichment Protocol (Integrated DNA Technologies). • Name of project that created the dataset: The ‘Lung cancer Early Molecular Assessment’, LEMA, trial (NCT02894853). Data are described in the manuscript ‘Validation of recurrence prediction using circulating tumor DNA in patients with early-stage non-small cell lung cancer after treatment with curative intent’, Schuurbiers et al, 2025. PLOS Medicine. • Names of data producers/collaborators other than COMPANY: Michel van den Heuvel (Radboud University, The Netherlands) • Specific limitations on areas of research (if any) as imposed by the Patient Consent and any further limitations imposed by Principal Investigator of Data Producer No limitations beyond those outlined in the Data Access Agreement. • Minimum protection measures required: Data can be held in unencrypted files on an Organisational 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].

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
EGAS50000000896 Exome Sequencing

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
EGAF50000322757 bam 29.6 GB
EGAF50000322758 bai 5.5 MB
EGAF50000322759 bam 19.2 GB
EGAF50000322760 bai 5.6 MB
EGAF50000322761 bai 5.6 MB
EGAF50000322762 bam 23.1 GB
EGAF50000322763 bam 26.6 GB
EGAF50000322764 bai 5.6 MB
EGAF50000322765 bam 21.8 GB
EGAF50000322766 bai 5.7 MB
EGAF50000322767 bai 5.6 MB
EGAF50000322768 bam 32.7 GB
EGAF50000322769 bam 15.5 GB
EGAF50000322770 bai 5.6 MB
EGAF50000322771 bam 22.6 GB
EGAF50000322772 bai 5.6 MB
EGAF50000322773 bai 5.5 MB
EGAF50000322774 bam 16.6 GB
EGAF50000322775 bam 20.7 GB
EGAF50000322776 bai 5.6 MB
EGAF50000322777 bai 5.5 MB
EGAF50000322778 bam 22.3 GB
EGAF50000322779 bam 18.8 GB
EGAF50000322780 bai 5.6 MB
EGAF50000322781 bai 5.5 MB
EGAF50000322782 bam 30.2 GB
EGAF50000322783 bai 5.5 MB
EGAF50000322784 bam 32.0 GB
EGAF50000322785 bai 5.6 MB
EGAF50000322786 bam 29.9 GB
EGAF50000322787 bai 5.4 MB
EGAF50000322788 bam 23.0 GB
EGAF50000322789 bam 32.5 GB
EGAF50000322790 bai 5.6 MB
EGAF50000322791 bai 5.3 MB
EGAF50000322792 bam 25.2 GB
EGAF50000322793 bai 5.5 MB
EGAF50000322794 bam 18.1 GB
EGAF50000322795 bam 12.8 GB
EGAF50000322796 bai 5.4 MB
EGAF50000322797 bam 31.4 GB
EGAF50000322798 bai 5.6 MB
EGAF50000322799 bai 5.6 MB
EGAF50000322800 bam 19.3 GB
EGAF50000322801 bai 5.5 MB
EGAF50000322802 bam 17.5 GB
EGAF50000322803 bam 20.1 GB
EGAF50000322804 bai 5.5 MB
EGAF50000322805 bam 27.7 GB
EGAF50000322806 bai 5.6 MB
EGAF50000322807 bam 21.1 GB
EGAF50000322808 bai 5.4 MB
EGAF50000322809 bam 19.9 GB
EGAF50000322810 bai 5.6 MB
EGAF50000322811 bam 22.0 GB
EGAF50000322812 bai 5.6 MB
EGAF50000322813 bam 29.9 GB
EGAF50000322814 bai 5.3 MB
EGAF50000322815 bam 45.4 GB
EGAF50000322816 bai 5.3 MB
EGAF50000322817 bam 19.2 GB
EGAF50000322818 bai 5.5 MB
EGAF50000322819 bam 16.0 GB
EGAF50000322820 bai 5.4 MB
EGAF50000322821 bam 24.1 GB
EGAF50000322822 bai 5.4 MB
EGAF50000322823 bam 26.8 GB
EGAF50000322824 bai 5.5 MB
EGAF50000322825 bam 24.7 GB
EGAF50000322826 bai 5.5 MB
EGAF50000322827 bam 25.5 GB
EGAF50000322828 bai 5.6 MB
EGAF50000322829 bam 20.6 GB
EGAF50000322830 bai 5.6 MB
EGAF50000322831 bam 25.4 GB
EGAF50000322832 bai 5.5 MB
EGAF50000322833 bam 22.9 GB
EGAF50000322834 bai 5.5 MB
EGAF50000322835 bam 25.1 GB
EGAF50000322836 bai 5.4 MB
EGAF50000322837 bam 20.9 GB
EGAF50000322838 bai 5.5 MB
EGAF50000322839 bam 19.2 GB
EGAF50000322840 bai 5.6 MB
EGAF50000322841 bam 22.1 GB
EGAF50000322842 bai 5.3 MB
EGAF50000322843 bam 27.1 GB
EGAF50000322844 bai 5.4 MB
EGAF50000322845 bam 19.1 GB
EGAF50000322846 bai 5.5 MB
EGAF50000322847 bam 22.2 GB
EGAF50000322848 bai 5.5 MB
EGAF50000322849 bam 18.3 GB
EGAF50000322850 bai 5.5 MB
EGAF50000322851 bam 23.6 GB
EGAF50000322852 bai 5.7 MB
EGAF50000322853 bam 21.7 GB
EGAF50000322854 bai 5.4 MB
EGAF50000322855 bam 28.6 GB
EGAF50000322856 bai 5.5 MB
EGAF50000322857 bam 21.4 GB
EGAF50000322858 bai 5.5 MB
EGAF50000322859 bam 22.3 GB
EGAF50000322860 bai 5.4 MB
EGAF50000322861 bam 25.8 GB
EGAF50000322862 bai 5.6 MB
EGAF50000322863 bam 26.6 GB
EGAF50000322864 bai 5.5 MB
EGAF50000322865 bam 32.3 GB
EGAF50000322866 bai 5.5 MB
EGAF50000322867 bam 31.8 GB
EGAF50000322868 bai 5.5 MB
EGAF50000322869 bam 20.4 GB
EGAF50000322870 bai 5.5 MB
EGAF50000322871 bam 22.4 GB
EGAF50000322872 bai 5.6 MB
EGAF50000322873 bam 24.6 GB
EGAF50000322874 bai 5.6 MB
EGAF50000322875 bam 22.3 GB
EGAF50000322876 bai 5.6 MB
EGAF50000322877 bam 18.0 GB
EGAF50000322878 bai 5.5 MB
EGAF50000322879 bam 27.4 GB
EGAF50000322880 bai 5.5 MB
EGAF50000322881 bam 18.5 GB
EGAF50000322882 bai 5.6 MB
EGAF50000322883 bam 18.9 GB
EGAF50000322884 bai 5.6 MB
EGAF50000322885 bam 18.3 GB
EGAF50000322886 bai 5.6 MB
EGAF50000322887 bam 20.1 GB
EGAF50000322888 bai 5.6 MB
EGAF50000322889 bam 24.1 GB
EGAF50000322890 bai 5.5 MB
EGAF50000322891 bam 21.8 GB
EGAF50000322892 bai 5.6 MB
EGAF50000322893 bam 35.1 GB
EGAF50000322894 bai 5.4 MB
EGAF50000322895 bam 38.7 GB
EGAF50000322896 bai 5.4 MB
EGAF50000322897 bam 47.0 GB
EGAF50000322898 bai 5.4 MB
EGAF50000322899 bam 36.9 GB
EGAF50000322900 bai 5.5 MB
EGAF50000322901 bam 40.4 GB
EGAF50000322902 bai 5.4 MB
EGAF50000322903 bam 14.3 GB
EGAF50000322904 bai 5.6 MB
EGAF50000322905 bam 80.1 GB
EGAF50000322906 bai 5.5 MB
EGAF50000322907 bam 68.0 GB
EGAF50000322908 bai 5.4 MB
EGAF50000322909 bam 20.5 GB
EGAF50000322910 bai 5.0 MB
EGAF50000322911 bam 24.6 GB
EGAF50000322912 bai 5.0 MB
EGAF50000322913 bam 21.0 GB
EGAF50000322914 bai 5.1 MB
EGAF50000322915 bam 19.2 GB
EGAF50000322916 bai 4.4 MB
EGAF50000322917 bam 20.9 GB
EGAF50000322918 bai 4.4 MB
EGAF50000322919 bam 21.5 GB
EGAF50000322920 bai 4.6 MB
EGAF50000322921 bam 23.0 GB
EGAF50000322922 bai 5.6 MB
EGAF50000322923 bam 25.7 GB
EGAF50000322924 bai 5.7 MB
EGAF50000322925 bam 30.4 GB
EGAF50000322926 bai 5.6 MB
EGAF50000322927 bam 24.6 GB
EGAF50000322928 bai 5.6 MB
EGAF50000322929 bam 17.9 GB
EGAF50000322930 bai 5.4 MB
EGAF50000322931 bam 26.2 GB
EGAF50000322932 bai 5.4 MB
EGAF50000322933 bam 25.1 GB
EGAF50000322934 bai 5.3 MB
EGAF50000322935 bam 21.9 GB
EGAF50000322936 bai 5.4 MB
EGAF50000322937 bai 5.5 MB
EGAF50000322938 bam 15.9 GB
EGAF50000322939 bam 17.4 GB
EGAF50000322940 bai 5.4 MB
EGAF50000322941 bam 11.2 GB
EGAF50000322942 bai 5.4 MB
EGAF50000322943 bai 5.6 MB
EGAF50000322944 bam 30.7 GB
EGAF50000322945 bai 5.6 MB
EGAF50000322946 bam 20.4 GB
EGAF50000322947 bai 5.6 MB
EGAF50000322948 bam 21.0 GB
EGAF50000322949 bam 35.5 GB
EGAF50000322950 bai 5.5 MB
EGAF50000322951 bam 19.4 GB
EGAF50000322952 bai 5.6 MB
EGAF50000322953 bam 39.2 GB
EGAF50000322954 bai 5.4 MB
EGAF50000322955 bam 17.4 GB
EGAF50000322956 bai 5.6 MB
EGAF50000322957 bam 40.9 GB
EGAF50000322958 bai 5.7 MB
EGAF50000322959 bam 27.1 GB
EGAF50000322960 bai 5.7 MB
EGAF50000322961 bam 12.8 GB
EGAF50000322962 bai 5.4 MB
EGAF50000322963 bai 5.2 MB
EGAF50000322964 bam 36.9 GB
EGAF50000322965 bai 5.1 MB
EGAF50000322966 bam 45.6 GB
EGAF50000322967 bam 26.1 GB
EGAF50000322968 bai 4.6 MB
EGAF50000322969 bam 22.5 GB
EGAF50000322970 bai 4.9 MB
EGAF50000322971 bam 35.5 GB
EGAF50000322972 bai 4.7 MB
EGAF50000322973 bam 39.6 GB
EGAF50000322974 bai 5.3 MB
EGAF50000322975 bam 21.4 GB
EGAF50000322976 bai 5.3 MB
EGAF50000322977 bai 5.6 MB
EGAF50000322978 bam 33.4 GB
EGAF50000322979 bam 4.4 GB
EGAF50000322980 bai 4.8 MB
EGAF50000322981 bam 33.4 GB
EGAF50000322982 bai 5.5 MB
EGAF50000322983 bam 33.1 GB
EGAF50000322984 bai 5.5 MB
EGAF50000322985 bam 19.0 GB
EGAF50000322986 bai 5.6 MB
EGAF50000322987 bam 22.7 GB
EGAF50000322988 bai 5.6 MB
EGAF50000322989 bam 16.9 GB
EGAF50000322990 bai 5.6 MB
EGAF50000322991 bam 21.5 GB
EGAF50000322992 bai 5.6 MB
EGAF50000322993 bam 45.8 GB
EGAF50000322994 bai 5.6 MB
EGAF50000322995 bai 5.1 MB
EGAF50000322996 bam 28.3 GB
EGAF50000322997 bam 22.9 GB
EGAF50000322998 bai 5.4 MB
EGAF50000322999 bam 23.3 GB
EGAF50000323000 bai 4.9 MB
EGAF50000323001 bam 15.0 GB
EGAF50000323002 bai 5.1 MB
EGAF50000323003 bam 16.7 GB
EGAF50000323004 bai 5.0 MB
EGAF50000323005 bam 25.3 GB
EGAF50000323006 bai 5.3 MB
EGAF50000323007 bam 14.2 GB
EGAF50000323008 bai 5.1 MB
EGAF50000323009 bai 5.1 MB
EGAF50000323010 bam 21.5 GB
EGAF50000323011 bam 14.0 GB
EGAF50000323012 bai 4.5 MB
EGAF50000323013 bai 5.6 MB
EGAF50000323014 bam 23.0 GB
EGAF50000323015 bai 5.1 MB
EGAF50000323016 bam 19.4 GB
EGAF50000323017 bai 5.4 MB
EGAF50000323018 bam 17.3 GB
EGAF50000323019 bai 5.1 MB
EGAF50000323020 bam 24.4 GB
EGAF50000323021 bai 5.5 MB
EGAF50000323022 bam 17.2 GB
EGAF50000323023 bai 5.6 MB
EGAF50000323024 bam 12.6 GB
268 Files (3.3 TB)