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Raw RNA-seq data for clinical efficacy and biomarker analysis of neoadjuvant atezolizumab in operable urothelial carcinoma in the ABACUS trial

ABACUS is a single arm phase 2 study that investigated 2 cycles of atezolizumab (1200mg Q3) prior to cystectomy in 95 patients with muscle invasive transitional cell cancer (T2-4N0M0). Pathological complete response (pCR) occurring in ≥20% of patients was the primary endpoint. Biomarker analysis on sequential tissue was a co-primary endpoint. This dataset includes the raw RNA-seq data.

Request Access

Data access policy for ABACUS

Data Sharing Policy 1. Scope The policy applies to all data collected as part of the ABACUS Clinical Trial (NCT02662309), whether to be shared outside of the Centre of Experimental Cancer Medicine (CECM) Clinical Trials Team or within Barts Cancer Institute with those not directly involved in the research, whether or not the data remain wholly within the defined secure area, and control, of the CECM. This document does not apply to trial teams accessing the data while it remains in the CECM Servers. 2. Facilitating data sharing The CECM will facilitate appropriate data sharing to maximize the value of research data. In common with other academic institutions, the lawful basis on which Queen Mary University of London relies to processes data is Article 6(1)(e) of the GDPR which describes processing of personal data that is “necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller”. Therefore, any data shared will be required to fulfil this requirement. Requestors are expected to use the data to generate new knowledge and understanding with the intention to publish research findings for wider scientific community and eventual public benefit, and to demonstrate this in their application to access the data. In any publications, the requestor should acknowledge the contribution of the original study team in accordance with academic standards. Requesters should be employees of a recognised academic institution, health service organisation or commercial research organisation with experience in medical research; and should be able to demonstrate their ability to carry out the proposed study e.g. through their own, or supervisor’s, peer review publications. Where the requestor is an employee of a commercial organisation the CECM encourages the requestor to work in equitable partnership with academic researchers and conform to the same data sharing principles and practices as that required of the academic community. The CECM will share data in a timely and responsible manner, recognising that original study investigators should have a period of exclusivity before key trial data are made available to other researchers. Researchers wishing to access ABACUS data are encouraged to approach the study investigator, in this case Prof T. Powles (t.powles@qmul.ac.uk), prior to approaching the Data Access Committee for more information about the study, to ensure the data is appropriate for their purpose and avoid duplication of research effort. If the study investigator is no longer in post, the Data Access Committee will appoint a member of CECM staff to facilitate access to relevant documentation about the data. 3. Mode of data sharing Data may be shared either by transferring the data out of the CECM secure servers or by granting the recipient researcher access to the data while it remains on the CECM secure servers. A Data Sharing Agreement is required for the former, and a Data Access Request for the latter. The Data Access Request is a simplified form of the Data Sharing Agreement, which removes the need for institutional sign off, and descriptions relevant to transfer and storage of the data. The data custodian(s) (usually the trial Chief Investigator(s)) or the lead recipient researcher will be responsible for justifying the purpose of sharing a particular dataset(s) and the data custodian will delegate responsibility to the CECM IT & Data Management Team for implementing the sharing. Data will only be shared with organisations that have adequate data security policies and procedures in place. These will be clarified in the specific Data Sharing Agreement. 4. Information for Patients Anonymised individual patient data can be shared without specific consent, as the Data Protection Act 2018 does not cover anonymised data. However, participants should be told if researchers intend to keep the data participants provide for use beyond a specific research study and if data may be shared anonymously with others in the future. We recommend that the following statement is included in the consent form and the patient information leaflet for research studies, if appropriate. “I understand that the information collected about me will be used to support other research in the future, and may be shared anonymously with other researchers.” 5. Anonymisation of Data Anonymising data is a process that balances producing safe data with reduced utility of the data, recognising that whether data are anonymised or not, is a function of both the data and the data environment. Fully anonymising the data, such that the risk of disclosing information referring to individuals is negligible, is required in order for the data to be exempt from the Data Protection Act. For the purposes of this policy, anonymous data will refer to data that fulfils these criteria. In other situations, some anonymisation work may still be carried out to reduce unnecessary risk but the data cannot be considered to be outside the Data Protection Act. Such data may still be shared subject to appropriate safe guards as laid out in this policy. 6. Resource implications Preparation of the data for sharing may require significant CECM resources in order to appropriately anonymise the data and prepare the data for sharing, including providing appropriate documentation. The burden is likely to be higher for archived studies, or where no CECM staff are currently assigned to the study, or where full anonymisation is required. The CECM will assess resource implications and may charge data requestors for services if necessary. Such charges will not be seeking to generate income, simply to recover costs. The CECM Clinical Trials Operations Manager will ensure sufficient resources are available to undertake work required, prior to signing the Data Sharing Agreement or Data Access Request Form. When data are accessed within Barts Cancer Institute requestors will be required to undergo appropriate training, which includes Information Governance training in line with CECM policies, and a charge may be levied for access accounts. Where funders are willing to support data sharing activity, the CECM recommends Chief Investigators consider including the statistician and data management time for preparing a data sharing pack in the funding application. This will contain well structured data dictionaries, blank case report forms, and associated documentation. Documentation will highlight fields that are considered to pose a risk to identification and provide summary data for these fields. The data sharing pack can be made available, on request. 7. ABACUS Data Access Committee The ABACUS Data Access Committee comprises of the Chief Investigator, the CECM Clinical Trials Operations Manager, the ABACUS Statistician, the ABACUS Clinical Research Fellow, a Genentech Scientist and an imCORE representative namely the USMA Biomarker Leader / GI & GU Cancers. It is expected that members will have undergone training or have experience in data sharing. Members of the committee are encouraged to attend training events and national or international meetings on data sharing. The Chair should be experienced in data sharing issues. Membership of the committee will be reviewed annually and updated as required. The Data Access Committee will review the application to ensure that 1. a valid reason has been provided to access the data and that the data requested is relevant and necessary to fulfil the stated purpose 2. appropriate steps have been taken to minimise risk of identifying participants, taking into account whether consent for data sharing was sought from the research participants 3. where data are to be removed from CECM, data security policies and procedures of the recipient organisation, including country of data recipient (if sharing abroad), and any other applicable regulatory requirements are adequate. The Data Access Committee will consider both the data and the environment together when assessing the risk of re-identification, recognising that manipulating the data may adversely affect the utility of the data. The committee will recommend a decision to approve or not the data sharing request and will communicate the decision with explanation to the requestor in a timely manner. Where the application has been rejected, the committee will describe what modifications are required to enable approval. 8. Transfers of data outside the EU The CECM acts in accordance with the GDPR (2016) which restricts transfers of personal data outside the EEA unless the rights of the individual are protected in another way. Wherever possible the CECM will fully anonymise any data to be shared outside the EEA. If full anonymisation is not possible, while maintaining the utility of the data, the Data Access Committee will assess and document the steps taken to ensure there is an adequate level of protection. In addition to the member states, the European Commission has assessed a number of countries as having an adequate level of protection. For more information on international transfers, see the ICO website. 9. Documentation Third parties must sign an agreement before they can access data held by the CECM. Where data are to be removed from the CECM this will take the form of a Data Sharing Agreement signed by the legal entities representing Queen Mary University of London and the recipient organisation. Where data is remaining on the CECM servers this will take the form of a Data Access Request form signed by researchers and CECM representatives only. 9.1 Agreement to data sharing by Data Sharing Agreement Recipients of the data do not have the right to pass on data shared by the CECM to any other organisation or partner organisation unless that has been agreed as part of the original Data Sharing Agreement. Recipients must agree not to link the anonymised data provided with any other data set without the permission of the Data Access Committee. Recipients must not attempt to identify any individual from the data provided. Any requests to further share the data are likely to be the subject to a separate Data Sharing Agreement where necessary. Documentation A written Data Sharing Agreement based on the CECM Data Sharing Agreement template will detail: 1. Specific data requirements 2. Proposed research to be undertaken using the data 3. Publication plan for the proposed research 4. Justification of the data access request 5. Summary description of data requested 6. All data custodian(s): usually the chief investigator(s) of study(ies) involved in the agreement 7. Data owner(s): i.e. study sponsor (Joint Research Management Office (JMRO) for Queen Mary University of London (QMUL)) 8. Data recipient: this will be (a) named individual(s)/organisation(s) who will have access to the data 9. Details about the controlled access approach for sharing anonymised / pseudonymised individual patient data / study data aiming to protect patients’ privacy and confidentiality 10. Details on data destruction or data archiving by the recipient 11. Secure data transfer method 12. Time period for which the approval has been granted 13. Where relevant, obligation on data recipients to commit to and apply security and confidentiality measures to the shared data according to NHS Digital (previously the Health & Social Care Information Centre) Data Sharing Framework, which can be referred to for more guidance. 14. Any constraints/requirements specified by data custodian/data controller Where few data fields are to be shared these can be listed within the Data Sharing Agreement but in most cases a summary of the fields should be included in the Data Sharing Agreement with a full list of fields described in an accompanying technical document. 9.2 . Agreement to data sharing by Data Access Request Where third parties will access data on the CECM Servers a written Data Access Request based on the CECM Data Access Request template will detail items 1-6, 8, 12–14 above. 9.3 Review and Approval of agreement on behalf of the CECM and individual researchers The Data Sharing Agreement or Data Access Request will be reviewed and approved on behalf of the CECM by the chair of the Data Access Committee. 9.4 Review and Signing of agreement by legal entities (Data Sharing Agreement only) The Data Sharing Agreement will be reviewed and signed by the Data Custodian, Data Owner (usually the sponsor), Data recipient. For studies that are not sponsored by Queen Mary University of London (QMUL), QMUL will also approve the document. After sign off, data will be made available by the CECM via a secure transfer method as agreed. 10. Data preparation The CECM will prepare the dataset(s), either anonymised or pseudonymised, prior to sharing, in line with the signed Data Sharing Agreement or Data Access Request and using recommendations to minimise the risk of patient re-identification. In order to do this, the CECM will follow its own anonymisation and pseudonymisation procedures, which should be in line with guidelines on effective anonymisation of data.

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
EGAS00001004445 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
EGAF00003946605 fastq.gz 2.7 GB
EGAF00003946606 fastq.gz 2.9 GB
EGAF00003946607 fastq.gz 2.1 GB
EGAF00003946608 fastq.gz 2.2 GB
EGAF00003946609 fastq.gz 2.8 GB
EGAF00003946610 fastq.gz 2.9 GB
EGAF00003946611 fastq.gz 2.2 GB
EGAF00003946612 fastq.gz 2.3 GB
EGAF00003946613 fastq.gz 2.3 GB
EGAF00003946614 fastq.gz 2.4 GB
EGAF00003946615 fastq.gz 1.8 GB
EGAF00003946616 fastq.gz 1.9 GB
EGAF00003946617 fastq.gz 2.0 GB
EGAF00003946618 fastq.gz 2.2 GB
EGAF00003946619 fastq.gz 2.6 GB
EGAF00003946620 fastq.gz 2.8 GB
EGAF00003946621 fastq.gz 2.0 GB
EGAF00003946622 fastq.gz 2.2 GB
EGAF00003946623 fastq.gz 2.4 GB
EGAF00003946624 fastq.gz 2.5 GB
EGAF00003946625 fastq.gz 2.1 GB
EGAF00003946626 fastq.gz 2.2 GB
EGAF00003946627 fastq.gz 1.9 GB
EGAF00003946628 fastq.gz 2.0 GB
EGAF00003946629 fastq.gz 1.9 GB
EGAF00003946630 fastq.gz 2.0 GB
EGAF00003946631 fastq.gz 2.2 GB
EGAF00003946632 fastq.gz 2.2 GB
EGAF00003946633 fastq.gz 2.0 GB
EGAF00003946634 fastq.gz 2.1 GB
EGAF00003946635 fastq.gz 2.1 GB
EGAF00003946636 fastq.gz 2.1 GB
EGAF00003946637 fastq.gz 2.1 GB
EGAF00003946638 fastq.gz 2.2 GB
EGAF00003946639 fastq.gz 2.0 GB
EGAF00003946640 fastq.gz 2.1 GB
EGAF00003946641 fastq.gz 1.9 GB
EGAF00003946642 fastq.gz 2.0 GB
EGAF00003946643 fastq.gz 1.5 GB
EGAF00003946644 fastq.gz 1.5 GB
EGAF00003946645 fastq.gz 1.5 GB
EGAF00003946646 fastq.gz 1.6 GB
EGAF00003946647 fastq.gz 2.2 GB
EGAF00003946648 fastq.gz 2.3 GB
EGAF00003946649 fastq.gz 2.1 GB
EGAF00003946650 fastq.gz 2.2 GB
EGAF00003946651 fastq.gz 1.9 GB
EGAF00003946652 fastq.gz 2.0 GB
EGAF00003946653 fastq.gz 2.0 GB
EGAF00003946654 fastq.gz 2.1 GB
EGAF00003946655 fastq.gz 2.1 GB
EGAF00003946656 fastq.gz 2.2 GB
EGAF00003946657 fastq.gz 2.1 GB
EGAF00003946658 fastq.gz 2.2 GB
EGAF00003946659 fastq.gz 2.1 GB
EGAF00003946660 fastq.gz 2.2 GB
EGAF00003946661 fastq.gz 1.6 GB
EGAF00003946662 fastq.gz 1.7 GB
EGAF00003946663 fastq.gz 2.0 GB
EGAF00003946664 fastq.gz 2.1 GB
EGAF00003946665 fastq.gz 2.0 GB
EGAF00003946666 fastq.gz 2.0 GB
EGAF00003946667 fastq.gz 1.9 GB
EGAF00003946668 fastq.gz 2.0 GB
EGAF00003946669 fastq.gz 2.2 GB
EGAF00003946670 fastq.gz 2.3 GB
EGAF00003946671 fastq.gz 2.1 GB
EGAF00003946672 fastq.gz 2.2 GB
EGAF00003946673 fastq.gz 1.6 GB
EGAF00003946674 fastq.gz 1.7 GB
EGAF00003946675 fastq.gz 1.7 GB
EGAF00003946676 fastq.gz 1.7 GB
EGAF00003946677 fastq.gz 1.7 GB
EGAF00003946678 fastq.gz 1.8 GB
EGAF00003946679 fastq.gz 1.8 GB
EGAF00003946680 fastq.gz 1.9 GB
EGAF00003946681 fastq.gz 1.6 GB
EGAF00003946682 fastq.gz 1.7 GB
EGAF00003946683 fastq.gz 1.5 GB
EGAF00003946684 fastq.gz 1.5 GB
EGAF00003946685 fastq.gz 1.7 GB
EGAF00003946686 fastq.gz 1.8 GB
EGAF00003946687 fastq.gz 2.0 GB
EGAF00003946688 fastq.gz 2.1 GB
EGAF00003946689 fastq.gz 2.0 GB
EGAF00003946690 fastq.gz 2.1 GB
EGAF00003946691 fastq.gz 2.0 GB
EGAF00003946692 fastq.gz 2.1 GB
EGAF00003946693 fastq.gz 1.8 GB
EGAF00003946694 fastq.gz 1.9 GB
EGAF00003946695 fastq.gz 2.1 GB
EGAF00003946696 fastq.gz 2.1 GB
EGAF00003946697 fastq.gz 2.0 GB
EGAF00003946698 fastq.gz 2.1 GB
EGAF00003946699 fastq.gz 1.8 GB
EGAF00003946700 fastq.gz 1.9 GB
EGAF00003946701 fastq.gz 1.8 GB
EGAF00003946702 fastq.gz 1.9 GB
EGAF00003946703 fastq.gz 1.8 GB
EGAF00003946704 fastq.gz 1.8 GB
EGAF00003946705 fastq.gz 1.7 GB
EGAF00003946706 fastq.gz 1.7 GB
EGAF00003946707 fastq.gz 1.7 GB
EGAF00003946708 fastq.gz 1.8 GB
EGAF00003946709 fastq.gz 1.7 GB
EGAF00003946710 fastq.gz 1.8 GB
EGAF00003946711 fastq.gz 2.1 GB
EGAF00003946712 fastq.gz 2.2 GB
EGAF00003946713 fastq.gz 1.8 GB
EGAF00003946714 fastq.gz 1.8 GB
EGAF00003946715 fastq.gz 1.8 GB
EGAF00003946716 fastq.gz 1.8 GB
EGAF00003946717 fastq.gz 2.1 GB
EGAF00003946718 fastq.gz 2.2 GB
EGAF00003946719 fastq.gz 1.8 GB
EGAF00003946720 fastq.gz 1.8 GB
EGAF00003946721 fastq.gz 1.8 GB
EGAF00003946722 fastq.gz 1.9 GB
EGAF00003946723 fastq.gz 1.8 GB
EGAF00003946724 fastq.gz 1.8 GB
EGAF00003946725 fastq.gz 1.6 GB
EGAF00003946726 fastq.gz 1.6 GB
EGAF00003946727 fastq.gz 1.6 GB
EGAF00003946728 fastq.gz 1.7 GB
EGAF00003946729 fastq.gz 1.6 GB
EGAF00003946730 fastq.gz 1.6 GB
EGAF00003946731 fastq.gz 2.2 GB
EGAF00003946732 fastq.gz 2.3 GB
EGAF00003946733 fastq.gz 1.8 GB
EGAF00003946734 fastq.gz 1.8 GB
EGAF00003946735 fastq.gz 1.5 GB
EGAF00003946736 fastq.gz 1.6 GB
EGAF00003946737 fastq.gz 1.8 GB
EGAF00003946738 fastq.gz 1.9 GB
EGAF00003946739 fastq.gz 1.6 GB
EGAF00003946740 fastq.gz 1.6 GB
EGAF00003946741 fastq.gz 1.6 GB
EGAF00003946742 fastq.gz 1.7 GB
EGAF00003946743 fastq.gz 1.6 GB
EGAF00003946744 fastq.gz 1.7 GB
EGAF00003946745 fastq.gz 1.6 GB
EGAF00003946746 fastq.gz 1.7 GB
EGAF00003946747 fastq.gz 1.7 GB
EGAF00003946748 fastq.gz 1.8 GB
EGAF00003946749 fastq.gz 1.5 GB
EGAF00003946750 fastq.gz 1.6 GB
EGAF00003946751 fastq.gz 1.5 GB
EGAF00003946752 fastq.gz 1.5 GB
EGAF00003946753 fastq.gz 1.6 GB
EGAF00003946754 fastq.gz 1.7 GB
EGAF00003946755 fastq.gz 1.5 GB
EGAF00003946756 fastq.gz 1.5 GB
EGAF00003946757 fastq.gz 2.1 GB
EGAF00003946758 fastq.gz 2.2 GB
EGAF00003946759 fastq.gz 1.7 GB
EGAF00003946760 fastq.gz 1.8 GB
EGAF00003946761 fastq.gz 1.4 GB
EGAF00003946762 fastq.gz 1.5 GB
EGAF00003946763 fastq.gz 1.6 GB
EGAF00003946764 fastq.gz 1.7 GB
EGAF00003946765 fastq.gz 1.6 GB
EGAF00003946766 fastq.gz 1.6 GB
EGAF00003946767 fastq.gz 1.6 GB
EGAF00003946768 fastq.gz 1.7 GB
EGAF00003946769 fastq.gz 1.7 GB
EGAF00003946770 fastq.gz 1.8 GB
EGAF00003946771 fastq.gz 2.0 GB
EGAF00003946772 fastq.gz 2.1 GB
EGAF00003946773 fastq.gz 1.7 GB
EGAF00003946774 fastq.gz 1.7 GB
EGAF00003946775 fastq.gz 1.7 GB
EGAF00003946776 fastq.gz 1.8 GB
EGAF00003946777 fastq.gz 1.5 GB
EGAF00003946778 fastq.gz 1.6 GB
EGAF00003946779 fastq.gz 1.7 GB
EGAF00003946780 fastq.gz 1.7 GB
EGAF00003946781 fastq.gz 1.8 GB
EGAF00003946782 fastq.gz 1.9 GB
EGAF00003946783 fastq.gz 1.9 GB
EGAF00003946784 fastq.gz 2.0 GB
EGAF00003946785 fastq.gz 1.9 GB
EGAF00003946786 fastq.gz 2.0 GB
EGAF00003946787 fastq.gz 1.9 GB
EGAF00003946788 fastq.gz 2.0 GB
EGAF00003946789 fastq.gz 1.8 GB
EGAF00003946790 fastq.gz 1.9 GB
EGAF00003946791 fastq.gz 2.2 GB
EGAF00003946792 fastq.gz 2.2 GB
EGAF00003946793 fastq.gz 1.7 GB
EGAF00003946794 fastq.gz 1.7 GB
EGAF00003946795 fastq.gz 1.8 GB
EGAF00003946796 fastq.gz 1.9 GB
EGAF00003946797 fastq.gz 1.8 GB
EGAF00003946798 fastq.gz 1.9 GB
EGAF00003946799 fastq.gz 1.9 GB
EGAF00003946800 fastq.gz 2.0 GB
EGAF00003946801 fastq.gz 1.9 GB
EGAF00003946802 fastq.gz 2.0 GB
EGAF00003946803 fastq.gz 1.7 GB
EGAF00003946804 fastq.gz 1.8 GB
EGAF00003946805 fastq.gz 1.7 GB
EGAF00003946806 fastq.gz 1.8 GB
EGAF00003946807 fastq.gz 1.8 GB
EGAF00003946808 fastq.gz 1.9 GB
EGAF00003946809 fastq.gz 1.8 GB
EGAF00003946810 fastq.gz 1.9 GB
EGAF00003946811 fastq.gz 1.8 GB
EGAF00003946812 fastq.gz 1.9 GB
EGAF00003946813 fastq.gz 1.9 GB
EGAF00003946814 fastq.gz 2.0 GB
EGAF00003946815 fastq.gz 1.7 GB
EGAF00003946816 fastq.gz 1.8 GB
EGAF00003946817 fastq.gz 1.8 GB
EGAF00003946818 fastq.gz 1.9 GB
EGAF00003946819 fastq.gz 1.9 GB
EGAF00003946820 fastq.gz 2.0 GB
EGAF00003946821 fastq.gz 1.8 GB
EGAF00003946822 fastq.gz 1.9 GB
EGAF00003946823 fastq.gz 1.9 GB
EGAF00003946824 fastq.gz 2.0 GB
EGAF00003946825 fastq.gz 2.0 GB
EGAF00003946826 fastq.gz 2.0 GB
EGAF00003946827 fastq.gz 1.6 GB
EGAF00003946828 fastq.gz 1.7 GB
EGAF00003946829 fastq.gz 1.7 GB
EGAF00003946830 fastq.gz 1.8 GB
EGAF00003946831 fastq.gz 1.9 GB
EGAF00003946832 fastq.gz 2.0 GB
EGAF00003946833 fastq.gz 1.7 GB
EGAF00003946834 fastq.gz 1.8 GB
EGAF00003946835 fastq.gz 1.6 GB
EGAF00003946836 fastq.gz 1.7 GB
EGAF00003946837 fastq.gz 1.7 GB
EGAF00003946838 fastq.gz 1.8 GB
EGAF00003946839 fastq.gz 1.7 GB
EGAF00003946840 fastq.gz 1.8 GB
EGAF00003946841 fastq.gz 1.9 GB
EGAF00003946842 fastq.gz 2.0 GB
EGAF00003946843 fastq.gz 1.9 GB
EGAF00003946844 fastq.gz 2.0 GB
EGAF00003946845 fastq.gz 1.8 GB
EGAF00003946846 fastq.gz 1.9 GB
EGAF00003946847 fastq.gz 1.9 GB
EGAF00003946848 fastq.gz 2.0 GB
EGAF00003946849 fastq.gz 1.8 GB
EGAF00003946850 fastq.gz 1.9 GB
EGAF00003946851 fastq.gz 2.1 GB
EGAF00003946852 fastq.gz 2.3 GB
EGAF00003946853 fastq.gz 1.8 GB
EGAF00003946854 fastq.gz 1.9 GB
EGAF00003946855 fastq.gz 1.9 GB
EGAF00003946856 fastq.gz 2.0 GB
EGAF00003946857 fastq.gz 2.0 GB
EGAF00003946858 fastq.gz 2.0 GB
EGAF00003946859 fastq.gz 1.8 GB
EGAF00003946860 fastq.gz 1.8 GB
EGAF00003946861 fastq.gz 1.8 GB
EGAF00003946862 fastq.gz 1.9 GB
EGAF00003946863 fastq.gz 1.7 GB
EGAF00003946864 fastq.gz 1.8 GB
EGAF00003946865 fastq.gz 2.0 GB
EGAF00003946866 fastq.gz 2.1 GB
EGAF00003946867 fastq.gz 1.9 GB
EGAF00003946868 fastq.gz 2.0 GB
EGAF00003946869 fastq.gz 1.8 GB
EGAF00003946870 fastq.gz 1.9 GB
EGAF00003946871 fastq.gz 1.9 GB
EGAF00003946872 fastq.gz 2.0 GB
EGAF00003946873 fastq.gz 2.3 GB
EGAF00003946874 fastq.gz 2.4 GB
EGAF00003946875 fastq.gz 1.6 GB
EGAF00003946876 fastq.gz 1.7 GB
EGAF00003946877 fastq.gz 1.8 GB
EGAF00003946878 fastq.gz 1.9 GB
EGAF00003946879 fastq.gz 2.0 GB
EGAF00003946880 fastq.gz 2.2 GB
EGAF00003946881 fastq.gz 1.8 GB
EGAF00003946882 fastq.gz 1.9 GB
EGAF00003946883 fastq.gz 2.2 GB
EGAF00003946884 fastq.gz 2.3 GB
EGAF00003946885 fastq.gz 1.7 GB
EGAF00003946886 fastq.gz 1.9 GB
EGAF00003946887 fastq.gz 1.8 GB
EGAF00003946888 fastq.gz 1.9 GB
EGAF00003946889 fastq.gz 1.7 GB
EGAF00003946890 fastq.gz 1.8 GB
EGAF00003946891 fastq.gz 1.9 GB
EGAF00003946892 fastq.gz 2.0 GB
EGAF00003946893 fastq.gz 1.8 GB
EGAF00003946894 fastq.gz 1.9 GB
EGAF00003946895 fastq.gz 2.2 GB
EGAF00003946896 fastq.gz 2.2 GB
EGAF00003946897 fastq.gz 1.8 GB
EGAF00003946898 fastq.gz 1.9 GB
EGAF00003946899 fastq.gz 2.1 GB
EGAF00003946900 fastq.gz 2.2 GB
296 Files (563.2 GB)