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Spatial transcriptomics analysis of triple negative breast cancers

Spatial transcriptomics analysis of triple negative breast cancers Both bulk sequencing and ST were performed Counts, images etc are available at https://zenodo.org/doi/10.5281/zenodo.8135721

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Policy for the ST TNBC study

DATA TRANSFER AGREEMENT (hereinafter referred to as: “Agreement”) BETWEEN: (1) Institut Jules Bordet, (VAT number BE 0257 981 101) a public association organized and existing under the laws of Belgium, having its registered office at Rue Meylemeersch 90, 1070 Anderlecht, Belgium, represented by Prof. Robert Tollet and for the purposes of this Agreement by the General Director, by the Medical General Director and by the Director of Research Administration (hereinafter referred to as "IJB"); AND: (2) [name of the recipient or the recipient’s representing institution], having its registered office at [address of the representing institution], represented for the purposes of this Agreement by [name and function of the institution representative]; (hereinafter referred to as “Recipient”); IJB and the Recipient are hereafter together also referred to as the “Parties” and individually as a “Party”. INTRODUCTION The following terms and conditions govern access to the personal data from the manuscript “Spatial transcriptomics reveals substantial heterogeneity in triple negative breast cancer with potential clinical implications” (the “Manuscript”), published in the journal Nature Communications and hereinafter referred to as “Manuscript Data” for research purpose (“Purpose”). NOW, THEREFORE, the Parties hereby agree as follows: GENERAL OBLIGATIONS OF THE RECIPIENT 1. The RNA sequencing data of the Manuscript Data are stored on the European Genome-Phenome Archive (EGA) platform by IJB and are provided to the Recipient exclusively for the Purpose described above, subject to the terms of this Agreement. The Manuscript Data will be delivered in trust to the Recipient and can be used for a maximum of three (3) years after its reception. 2. You and/or your institution shall hold and maintain and shall ensure that all employees and/or agents at all times hold and maintain in confidence all Manuscript Data. 3. The Manuscript Data may not be sold, assigned or transferred to any other party (other than assignment and/or transfer to researchers at your Institution working with you on the Manuscript analyses replication). Your institution and/or you shall assume all responsibility for the safe use and handling, in compliance with this Agreement and all applicable laws, of the Manuscript Data by you and/or your institution’s employees or agents after the Manuscript Data have been provided to you and/or your institution. IJB is not responsible or liable for any claims arising from yours and/or your institution’s use of these Manuscript Data. 4. The use of Manuscript Data shall be done in compliance with all international and national applicable laws and regulations including without limitation the General Data Protection Regulation (GDPR) (Regulation (EU) 2016/679 repealing Directive 95/46/EC). 5. It is recognized and understood that may exist certain previous inventions and technologies (“Background Intellectual Property”) and that nothing in this Agreement shall operate to transfer to the Recipient any intellectual property rights to the Manuscript Data. Furthermore, the Recipient agrees not to generate or make intellectual property claims on the Manuscript Data. You and/or your institution shall not have any publication rights with respect to the Manuscript Data. 6. For the avoidance of doubt, the Recipient agrees he/she is not acquiring any rights, title, or interest whatsoever in respect of the Manuscript Data at all times, except for the limited use as agreed upon in this Agreement. 7. The Manuscript Data are provided “as is”, without warranty of any kind express or implied or statutory. IJB makes no representation or warranty that the use of the Manuscript Data shall not infringe any third party rights. 8. The Manuscript Data disclosed or otherwise made available to you or your Institution will not include any code or information allowing direct identification of the ST TNBC study participants (hereafter “Data Subjects”). Further, you and/or your institution herewith represent and warrant that you will not undertake any actions to determine the identity of Data Subjects concerned, or to get access to any code allowing identification of Data Subjects. 9. To the extent authorized by laws, the Recipient hereby agrees to defend, indemnify and hold harmless IJB, its affiliates and its trustees, officers, employees, trainees and appointees from and against any liability or claim arising from any use of the Manuscript Data by him/her and/or his/her institution. IJB shall not be liable for any use by the Recipient of the Manuscript Data, nor any loss, claim, damage, or liability of whatsoever kind or nature which may arise from or in connection with this Agreement or the use of the Manuscript Data. In no event shall IJB be liable for indirect, special, punitive or consequential damages including but not limited to loss of use, loss of data and loss of profits or interruption of business. 10. IJB may terminate this Agreement immediately, upon written notice to the Recipient, in the event the Recipient is in breach of this Agreement. Otherwise, the Agreement shall terminate automatically twelve (12) months after the Effective Date. 11. The terms, provisions, representations, warranties and covenants contained in this Agreement that by their sense and context are intended to survive the performance thereof by the Parties hereunder shall so survive the completion of performance, expiration or termination of this Agreement. 12. Upon termination of your Manuscript analyses replication or upon termination of this Agreement for any reason, the Recipient shall destroy all Manuscript Data provided within the framework of this Agreement as well as any copy thereof in his/her possession and/or his/her your institution’s possession. DATA PROTECTION OBLIGATIONS 13. The Parties agree on the following clauses on data protection in order to adduce adequate safeguards with respect to the protection of privacy and fundamental rights and freedoms of individuals concerned for the transfer of the Manuscript Data as defined in the present Agreement. 14. Each party represents, warrants and undertakes to perform its obligations according to their respective responsibilities as defined in this Agreement, in accordance with data protection laws. For the purposes of this Agreement, IJB on one hand and the Recipient on the other shall act as independent Data Controllers of the Personal Data transferred related to the Manuscript analyses replication. 15. “Data Controller”, “Data Processor”, “Data Security Breach”, “Personal Data”, “Processing”, “Technical and Organizational Measures”, “Supervisory Authority” as well as the terms not defined in the following clauses related to data protection, shall have the meaning set forth in the General Data Protection Regulation (EU) 2016/679 with regard to the processing of personal data and on the free movement of such data. 16. The scope of the transfer of personal data is specified in the Exhibit A - DESCRIPTION OF THE TRANSFER OF PERSONAL DATA and in the Exhibit B – STANDARD CONTRACTUAL CLAUSES, which forms an integral part of this Agreement. 17. The Recipient agrees and warrants that: (a) The Processing of Personal Data must be restricted to the Purpose and in with all applicable laws and regulations including, without limitation, General Data Protection Regulation (GDPR) (Regulation (EU) 2016/679), including any future enactments thereof. If the Recipient cannot provide such compliance for whatever reasons, the Recipient agrees to inform promptly IJB of the Recipient’s inability to comply, in which case IJB is entitled to suspend the transfer of data and/or terminate the Agreement; (b) The Recipient has implemented the Technical and Organizational Measures before Processing the Personal Data transferred. 18. Further obligations of the Recipient: The Recipient further agrees and warrants: (a) that the Recipient shall not assign any Processing activity linked to the object of the present Agreement to a third Party; (b) that persons authorized to Process the Personal Data are bound by confidentiality obligations in relation to such Personal Data; (c) that the Recipient shall notify IJB within five (5) business days if the Recipient receives any communication from an individual or authority relating to Personal Data. The Recipient shall not respond to any such request unless obligated to do so under applicable laws or requested to do so by IJB. The Recipient shall provide reasonable and timely assistance to help IJB to respond to any such requests related to Personal Data where IJB has a legal obligation to respond within a given timeframe; (d) that the Recipient shall assist IJB by appropriate Technical and Organizational Measures, for the fulfilment of IJB’s obligation to respond to requests for exercising the Data Subject's rights; (e) that the Recipient shall cooperate with IJB in order to assist IJB in assuring compliance with IJB’s obligations under applicable laws regarding the deletion of Personal Data, following article 12 of the present Agreement, after completion of the approved Manuscript analyses replication or after expiration of the Agreement; (f) that at the request of IJB, the Recipient shall submit sufficient information about the Processing activities covered by this Agreement in order to demonstrate compliance and shall contribute to audits and/or inspections which shall be carried out by IJB or another auditor mandated by IJB. In case of audits conducted by IJB, such audits shall be done at IJB’s own expense and will be notified to the Recipient with reasonable prior notice. Audits at the request of a data protection Supervisory Authority may be requested at any point in time by the data protection Supervisory Authorities or following a Data Security Breach. Following an audit conducted by data protection Supervisory Authority, if applicable, IJB shall notify the Recipient of the manner in which the Recipient does not comply with any of these clauses. Upon such notice, Recipient shall make any necessary changes to ensure compliance with such obligations; (g) to handle promptly and properly all inquiries from IJB relating to the Recipient’s Processing of the Personal Data subject to the transfer and to abide by the advice of any Supervisory Authority with regard to the Processing of the Personal Data transferred; 19. Security of Processing (a) Recipient shall implement appropriate Technical and Organizational measures to ensure a level of security appropriate to the risk for the Personal Data transferred, such as pseudonymisation, back-up or disaster recovery. (b) Recipient shall notify IJB within forty-eight (48) hours of becoming aware of any Data Security Breach and such notification will include, where possible, the approximate number of Data Subjects concerned and approximate number of Personal Data concerned, the impact and likely consequences on IJB and the corrective action to be taken by the Recipient. (c) Recipient shall promptly implement, at Recipient’s expense (to the extent that the Data Security Breach was due to a breach of obligations under this Agreement or applicable laws), all corrective measures to necessary remedy the causes of such a breach and shall consult in good faith with IJB as regarding what remediation efforts may be necessary. (d) Recipient shall ensure that such remedy efforts provide for, without limitation, prevention of the recurrence of the same type of Data Security Breach and inform IJB of all corrective measures implemented and remediation efforts undertaken. FINAL PROVISIONS 20.You and/or your Institution’s acceptance of the terms identified above is acknowledged by the signature of the present Agreement. The Recipient must not use the Manuscript Data until all actions necessary to implement the legal terms set forth above has been taken and accepted by the signature below. 21.This Agreement shall be governed and construed in accordance with the laws of Belgium. The Parties shall endeavor, in good faith, to settle any and all disputes amicably. In the event of any dispute, difference, controversy or claim arising out of or in connection with this Agreement, the Parties shall first attempt to settle such dispute by consultations in at least two (2) meetings on the subject. If the Parties have not reached a settlement of such dispute at the expiration of sixty (60) days after the second meeting, the dispute shall be finally settled by the exclusive competent courts of Brussels, Belgium. 22. EXHIBIT A – Description of the transfer of personal data is understood to form an integrated part of this Agreement. SIGNATURES 23. The Parties agree that this Agreement will become effective and binding as from the date of the last signature (“Effective Date”). The Parties expressly recognize electronic signature to be a valid signature of this Agreement. For IJB, Name: Renaud Witmeur Title: General Director Date: Signature: Name: Jean-Michel Hougardy Title: Medical General Director Date: Signature: Read and Acknowledged Name: Marielle Sautois Name: Christos Sotiriou Title: Director of Research Administration Title: Manuscript Author Date: Date: Signature: Signature For the Institution representing the Recipient, [if applicable] Name: Title: Date: Signature: For the Recipient: Name: Title: Date: Signature:  Exhibit A DESCRIPTION OF THE TRANSFER OF PERSONAL DATA Data subjects The personal data transferred concern the following categories of data subjects: - ST TNBC Study Participants with RNA sequencing data available as described in the Manuscript Purposes of the transfer(s) The transfer is made for the following purposes: - Manuscript results replication and verification - Research purposes Categories of data The personal data transferred concern the following categories of data: -94 early-stage triple negative breast cancer samples collected from 92 patients were selected for upfront surgery, followed by adjuvant chemotherapy and/or radiotherapy from 2000 to 2016 -for two patients, surgical samples of locoregional relapse were also collected (TNBC30 and TNBC 53 = 1 patient; TNBC 58 and TNBC 66 = 1 patient) -for each sample, frozen surgical tumor tissue sample stored at −80 °C was collected from the institutional tissue bank -Bulk RNA sequencing data sequenced on the Illumina NovaSeq 6000 platform were available for all of the 92 patients: total N = 94 samples -Spatial transcriptomics sequencing data obtained from the second generation of Spatial Transcriptomics 2K arrays sequenced on the NextSeq500 (v2) platform were available for 64 patients: total N = 190 subarrays. Each sample was processed for spatial transcriptomics in duplicates (2 subarrays) or triplicates (3 subarrays). Recipients The Personal Data transferred may be disclosed only to the following recipients or categories of recipients: - The Parties to the Agreement and their employees/collaborators directly involved in the activities foreseen in the Agreement Sensitive data (if appropriate) The personal data transferred concern the following categories of sensitive data: - Raw sequencing data Additional useful information (storage limits and other relevant information) Recipient will keep the Personal Data as long as required for the performance of the Manuscript results replication and verification or, in any case, for a maximum of one (1) year after the reception of the data. Contact points for data protection enquiries Recipient [To be completed] IJB IJB Data Protection Officer dpo@bordet.be Rue Meylemeersch 90, 1070 Anderlecht, Belgium   EXHIBIT B – STANDARD CONTRACTUAL CLAUSES EUROPEAN COMMISSION Brussels, 4.6.2021 C(2021) 3972 final ANNEX ANNEX to the COMMISSION IMPLEMENTING DECISION on standard contractual clauses for the transfer of personal data to third countries pursuant to Regulation (EU) 2016/679 of the European Parliament and of the Council ANNEX STANDARD CONTRACTUAL CLAUSES SECTION I Clause 1 Purpose and scope a. The purpose of these standard contractual clauses is to ensure compliance with the requirements of Regulation (EU) 2016/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data (General Data Protection Regulation) for the transfer of personal data to a third country. b. The Parties: i. the natural or legal person(s), public authority/ies, agency/ies or other body/ies (hereinafter “entity/ies”) transferring the personal data, as listed in Annex I.A. (hereinafter each “data exporter”), and ii. the entity/ies in a third country receiving the personal data from the data exporter, directly or indirectly via another entity also Party to these Clauses, as listed in Annex I.A. (hereinafter each “data importer”) have agreed to these standard contractual clauses (hereinafter: “Clauses”). c. These Clauses apply with respect to the transfer of personal data as specified in Annex I.B. d. The Appendix to these Clauses containing the Annexes referred to therein forms an integral part of these Clauses. Clause 2 Effect and invariability of the Clauses a. These Clauses set out appropriate safeguards, including enforceable data subject rights and effective legal remedies, pursuant to Article 46(1) and Article 46 (2)(c) of Regulation (EU) 2016/679 and, with respect to data transfers from controllers to processors and/or processors to processors, standard contractual clauses pursuant to Article 28(7) of Regulation (EU) 2016/679, provided they are not modified, except to select the appropriate Module(s) or to add or update information in the Appendix. This does not prevent the Parties from including the standard contractual clauses laid down in these Clauses in a wider contract and/or to add other clauses or additional safeguards, provided that they do not contradict, directly or indirectly, these Clauses or prejudice the fundamental rights or freedoms of data subjects. b. These Clauses are without prejudice to obligations to which the data exporter is subject by virtue of Regulation (EU) 2016/679. Clause 3 Third-party beneficiaries a. Data subjects may invoke and enforce these Clauses, as third-party beneficiaries, against the data exporter and/or data importer, with the following exceptions: i. Clause 1, Clause 2, Clause 3, Clause 6, Clause 7; ii. Clause 8 - Module One: Clause 8.5 (e) and Clause 8.9(b); Module Two: Clause 8.1(b), 8.9(a), (c), (d) and (e); Module Three: Clause 8.1(a), (c) and (d) and Clause 8.9(a), (c), (d), (e), (f) and (g); Module Four: Clause 8.1 (b) and Clause 8.3(b); iii. Clause 9 - Module Two: Clause 9(a), (c), (d) and (e); Module Three: Clause 9(a), (c), (d) and (e); iv. Clause 12 - Module One: Clause 12(a) and (d); Modules Two and Three: Clause 12(a), (d) and (f); v. Clause 13; vi. Clause 15.1(c), (d) and (e); vii. Clause 16(e); viii. Clause 18 - Modules One, Two and Three: Clause 18(a) and (b); Module Four: Clause 18. b. Paragraph (a) is without prejudice to rights of data subjects under Regulation (EU) 2016/679. Clause 4 Interpretation a. Where these Clauses use terms that are defined in Regulation (EU) 2016/679, those terms shall have the same meaning as in that Regulation. b. These Clauses shall be read and interpreted in the light of the provisions of Regulation (EU) 2016/679. c. These Clauses shall not be interpreted in a way that conflicts with rights and obligations provided for in Regulation (EU) 2016/679. Clause 5 Hierarchy In the event of a contradiction between these Clauses and the provisions of related agreements between the Parties, existing at the time these Clauses are agreed or entered into thereafter, these Clauses shall prevail. Clause 6 Description of the transfer(s) The details of the transfer(s), and in particular the categories of personal data that are transferred and the purpose(s) for which they are transferred, are specified in Annex I.B. SECTION II – OBLIGATIONS OF THE PARTIES Clause 8 Data protection safeguards The data exporter warrants that it has used reasonable efforts to determine that the data importer is able, through the implementation of appropriate technical and organisational measures, to satisfy its obligations under these Clauses. MODULE ONE: Transfer controller to controller 8.1 Purpose limitation The data importer shall process the personal data only for the specific purpose(s) of the transfer, as set out in Annex I.B. It may only process the personal data for another purpose: i. where it has obtained the data subject’s prior consent; ii. where necessary for the establishment, exercise or defence of legal claims in the context of specific administrative, regulatory or judicial proceedings; or iii. where necessary in order to protect the vital interests of the data subject or of another natural person. 8.2 Transparency a. In order to enable data subjects to effectively exercise their rights pursuant to Clause 10, the data importer shall inform them, either directly or through the data exporter: i. of its identity and contact details; ii. of the categories of personal data processed; iii. of the right to obtain a copy of these Clauses; iv. where it intends to onward transfer the personal data to any third party/ies, of the recipient or categories of recipients (as appropriate with a view to providing meaningful information), the purpose of such onward transfer and the ground therefore pursuant to Clause 8.7. b. Paragraph (a) shall not apply where the data subject already has the information, including when such information has already been provided by the data exporter, or providing the information proves impossible or would involve a disproportionate effort for the data importer. In the latter case, the data importer shall, to the extent possible, make the information publicly available. c. On request, the Parties shall make a copy of these Clauses, including the Appendix as completed by them, available to the data subject free of charge. To the extent necessary to protect business secrets or other confidential information, including personal data, the Parties may redact part of the text of the Appendix prior to sharing a copy, but shall provide a meaningful summary where the data subject would otherwise not be able to understand its content or exercise his/her rights. On request, the Parties shall provide the data subject with the reasons for the redactions, to the extent possible without revealing the redacted information. d. Paragraphs (a) to (c) are without prejudice to the obligations of the data exporter under Articles 13 and 14 of Regulation (EU) 2016/679. 8.3 Accuracy and data minimisation a. Each Party shall ensure that the personal data is accurate and, where necessary, kept up to date. The data importer shall take every reasonable step to ensure that personal data that is inaccurate, having regard to the purpose(s) of processing, is erased or rectified without delay. b. If one of the Parties becomes aware that the personal data it has transferred or received is inaccurate, or has become outdated, it shall inform the other Party without undue delay. c. The data importer shall ensure that the personal data is adequate, relevant and limited to what is necessary in relation to the purpose(s) of processing. 8.4 Storage limitation The data importer shall retain the personal data for no longer than necessary for the purpose(s) for which it is processed. It shall put in place appropriate technical or organisational measures to ensure compliance with this obligation, including erasure or anonymisation of the data and all back-ups at the end of the retention period. 8.5 Security of processing a. The data importer and, during transmission, also the data exporter shall implement appropriate technical and organisational measures to ensure the security of the personal data, including protection against a breach of security leading to accidental or unlawful destruction, loss, alteration, unauthorised disclosure or access (hereinafter “personal data breach”). In assessing the appropriate level of security, they shall take due account of the state of the art, the costs of implementation, the nature, scope, context and purpose(s) of processing and the risks involved in the processing for the data subject. The Parties shall in particular consider having recourse to encryption or pseudonymisation, including during transmission, where the purpose of processing can be fulfilled in that manner. b. The Parties have agreed on the technical and organisational measures set out in Annex II. The data importer shall carry out regular checks to ensure that these measures continue to provide an appropriate level of security. c. The data importer shall ensure that persons authorised to process the personal data have committed themselves to confidentiality or are under an appropriate statutory obligation of confidentiality. d. In the event of a personal data breach concerning personal data processed by the data importer under these Clauses, the data importer shall take appropriate measures to address the personal data breach, including measures to mitigate its possible adverse effects. e. In case of a personal data breach that is likely to result in a risk to the rights and freedoms of natural persons, the data importer shall without undue delay notify both the data exporter and the competent supervisory authority pursuant to Clause 13. Such notification shall contain i) a description of the nature of the breach (including, where possible, categories and approximate number of data subjects and personal data records concerned), ii) its likely consequences, iii) the measures taken or proposed to address the breach, and iv) the details of a contact point from whom more information can be obtained. To the extent it is not possible for the data importer to provide all the information at the same time, it may do so in phases without undue further delay. f. In case of a personal data breach that is likely to result in a high risk to the rights and freedoms of natural persons, the data importer shall also notify without undue delay the data subjects concerned of the personal data breach and its nature, if necessary in cooperation with the data exporter, together with the information referred to in paragraph (e), points ii) to iv), unless the data importer has implemented measures to significantly reduce the risk to the rights or freedoms of natural persons, or notification would involve disproportionate efforts. In the latter case, the data importer shall instead issue a public communication or take a similar measure to inform the public of the personal data breach. g. The data importer shall document all relevant facts relating to the personal data breach, including its effects and any remedial action taken, and keep a record thereof. 8.6 Sensitive data Where the transfer involves personal data revealing racial or ethnic origin, political opinions, religious or philosophical beliefs, or trade union membership, genetic data, or biometric data for the purpose of uniquely identifying a natural person, data concerning health or a person’s sex life or sexual orientation, or data relating to criminal convictions or offences (hereinafter “sensitive data”), the data importer shall apply specific restrictions and/or additional safeguards adapted to the specific nature of the data and the risks involved. This may include restricting the personnel permitted to access the personal data, additional security measures (such as pseudonymisation) and/or additional restrictions with respect to further disclosure. 8.7 Onward transfers The data importer shall not disclose the personal data to a third party located outside the European Union (in the same country as the data importer or in another third country, hereinafter “onward transfer”) unless the third party is or agrees to be bound by these Clauses, under the appropriate Module. Otherwise, an onward transfer by the data importer may only take place if: i. it is to a country benefitting from an adequacy decision pursuant to Article 45 of Regulation (EU) 2016/679 that covers the onward transfer; ii. the third party otherwise ensures appropriate safeguards pursuant to Articles 46 or 47 of Regulation (EU) 2016/679 with respect to the processing in question; iii. the third party enters into a binding instrument with the data importer ensuring the same level of data protection as under these Clauses, and the data importer provides a copy of these safeguards to the data exporter; iv. it is necessary for the establishment, exercise or defence of legal claims in the context of specific administrative, regulatory or judicial proceedings; v. it is necessary in order to protect the vital interests of the data subject or of another natural person; or vi. where none of the other conditions apply, the data importer has obtained the explicit consent of the data subject for an onward transfer in a specific situation, after having informed him/her of its purpose(s), the identity of the recipient and the possible risks of such transfer to him/her due to the lack of appropriate data protection safeguards. In this case, the data importer shall inform the data exporter and, at the request of the latter, shall transmit to it a copy of the information provided to the data subject. Any onward transfer is subject to compliance by the data importer with all the other safeguards under these Clauses, in particular purpose limitation. 8.8 Processing under the authority of the data importer The data importer shall ensure that any person acting under its authority, including a processor, processes the data only on its instructions. 8.9 Documentation and compliance a. Each Party shall be able to demonstrate compliance with its obligations under these Clauses. In particular, the data importer shall keep appropriate documentation of the processing activities carried out under its responsibility. b. The data importer shall make such documentation available to the competent supervisory authority on request. Clause 10 Data subject rights a. The data importer, where relevant with the assistance of the data exporter, shall deal with any enquiries and requests it receives from a data subject relating to the processing of his/her personal data and the exercise of his/her rights under these Clauses without undue delay and at the latest within one month of the receipt of the enquiry or request. The data importer shall take appropriate measures to facilitate such enquiries, requests and the exercise of data subject rights. Any information provided to the data subject shall be in an intelligible and easily accessible form, using clear and plain language. b. In particular, upon request by the data subject the data importer shall, free of charge : i. provide confirmation to the data subject as to whether personal data concerning him/her is being processed and, where this is the case, a copy of the data relating to him/her and the information in Annex I; if personal data has been or will be onward transferred, provide information on recipients or categories of recipients (as appropriate with a view to providing meaningful information) to which the personal data has been or will be onward transferred, the purpose of such onward transfers and their ground pursuant to Clause 8.7; and provide information on the right to lodge a complaint with a supervisory authority in accordance with Clause 12(c)(i); ii. rectify inaccurate or incomplete data concerning the data subject; iii. erase personal data concerning the data subject if such data is being or has been processed in violation of any of these Clauses ensuring thirdparty beneficiary rights, or if the data subject withdraws the consent on which the processing is based. c. Where the data importer processes the personal data for direct marketing purposes, it shall cease processing for such purposes if the data subject objects to it. d. The data importer shall not make a decision based solely on the automated processing of the personal data transferred (hereinafter “automated decision”), which would produce legal effects concerning the data subject or similarly significantly affect him/her, unless with the explicit consent of the data subject or if authorised to do so under the laws of the country of destination, provided that such laws lays down suitable measures to safeguard the data subject’s rights and legitimate interests. In this case, the data importer shall, where necessary in cooperation with the data exporter: i. inform the data subject about the envisaged automated decision, the envisaged consequences and the logic involved; and ii. implement suitable safeguards, at least by enabling the data subject to contest the decision, express his/her point of view and obtain review by a human being. e. Where requests from a data subject are excessive, in particular because of their repetitive character, the data importer may either charge a reasonable fee taking into account the administrative costs of granting the request or refuse to act on the request. f. The data importer may refuse a data subject’s request if such refusal is allowed under the laws of the country of destination and is necessary and proportionate in a democratic society to protect one of the objectives listed in Article 23(1) of Regulation (EU) 2016/679. g. If the data importer intends to refuse a data subject’s request, it shall inform the data subject of the reasons for the refusal and the possibility of lodging a complaint with the competent supervisory authority and/or seeking judicial redress. Clause 11 Redress a. The data importer shall inform data subjects in a transparent and easily accessible format, through individual notice or on its website, of a contact point authorised to handle complaints. It shall deal promptly with any complaints it receives from a data subject. b. In case of a dispute between a data subject and one of the Parties as regards compliance with these Clauses, that Party shall use its best efforts to resolve the issue amicably in a timely fashion. The Parties shall keep each other informed about such disputes and, where appropriate, cooperate in resolving them. c. Where the data subject invokes a third-party beneficiary right pursuant to Clause 3, the data importer shall accept the decision of the data subject to: i. lodge a complaint with the supervisory authority in the Member State of his/her habitual residence or place of work, or the competent supervisory authority pursuant to Clause 13; ii. refer the dispute to the competent courts within the meaning of Clause 18. d. The Parties accept that the data subject may be represented by a not-for-profit body, organisation or association under the conditions set out in Article 80(1) of Regulation (EU) 2016/679. e. The data importer shall abide by a decision that is binding under the applicable EU or Member State law. f. The data importer agrees that the choice made by the data subject will not prejudice his/her substantive and procedural rights to seek remedies in accordance with applicable laws. Clause 12 Liability a. Each Party shall be liable to the other Party/ies for any damages it causes the other Party/ies by any breach of these Clauses. b. Each Party shall be liable to the data subject, and the data subject shall be entitled to receive compensation, for any material or non-material damages that the Party causes the data subject by breaching the third-party beneficiary rights under these Clauses. This is without prejudice to the liability of the data exporter under Regulation (EU) 2016/679. c. Where more than one Party is responsible for any damage caused to the data subject as a result of a breach of these Clauses, all responsible Parties shall be jointly and severally liable and the data subject is entitled to bring an action in court against any of these Parties. d. The Parties agree that if one Party is held liable under paragraph (c), it shall be entitled to claim back from the other Party/ies that part of the compensation corresponding to its / their responsibility for the damage. e. The data importer may not invoke the conduct of a processor or sub-processor to avoid its own liability. Clause 13 Supervision a. [Where the data exporter is established in an EU Member State:] The supervisory authority with responsibility for ensuring compliance by the data exporter with Regulation (EU) 2016/679 as regards the data transfer, as indicated in Annex I.C, shall act as competent supervisory authority. b. The data importer agrees to submit itself to the jurisdiction of and cooperate with the competent supervisory authority in any procedures aimed at ensuring compliance with these Clauses. In particular, the data importer agrees to respond to enquiries, submit to audits and comply with the measures adopted by the supervisory authority, including remedial and compensatory measures. It shall provide the supervisory authority with written confirmation that the necessary actions have been taken. SECTION III – LOCAL LAWS AND OBLIGATIONS IN CASE OF ACCESS BY PUBLIC AUTHORITIES Clause 14 Local laws and practices affecting compliance with the Clauses a. The Parties warrant that they have no reason to believe that the laws and practices in the third country of destination applicable to the processing of the personal data by the data importer, including any requirements to disclose personal data or measures authorising access by public authorities, prevent the data importer from fulfilling its obligations under these Clauses. This is based on the understanding that laws and practices that respect the essence of the fundamental rights and freedoms and do not exceed what is necessary and proportionate in a democratic society to safeguard one of the objectives listed in Article 23(1) of Regulation (EU) 2016/679, are not in contradiction with these Clauses. b. The Parties declare that in providing the warranty in paragraph (a), they have taken due account in particular of the following elements: i. the specific circumstances of the transfer, including the length of the processing chain, the number of actors involved and the transmission channels used; intended onward transfers; the type of recipient; the purpose of processing; the categories and format of the transferred personal data; the economic sector in which the transfer occurs; the storage location of the data transferred; ii. the laws and practices of the third country of destination– including those requiring the disclosure of data to public authorities or authorising access by such authorities – relevant in light of the specific circumstances of the transfer, and the applicable limitations and safeguards; iii. any relevant contractual, technical or organisational safeguards put in place to supplement the safeguards under these Clauses, including measures applied during transmission and to the processing of the personal data in the country of destination. c. The data importer warrants that, in carrying out the assessment under paragraph (b), it has made its best efforts to provide the data exporter with relevant information and agrees that it will continue to cooperate with the data exporter in ensuring compliance with these Clauses. d. The Parties agree to document the assessment under paragraph (b) and make it available to the competent supervisory authority on request. e. The data importer agrees to notify the data exporter promptly if, after having agreed to these Clauses and for the duration of the contract, it has reason to believe that it is or has become subject to laws or practices not in line with the requirements under paragraph (a), including following a change in the laws of the third country or a measure (such as a disclosure request) indicating an application of such laws in practice that is not in line with the requirements in paragraph (a). f. Following a notification pursuant to paragraph (e), or if the data exporter otherwise has reason to believe that the data importer can no longer fulfil its obligations under these Clauses, the data exporter shall promptly identify appropriate measures (e.g. technical or organisational measures to ensure security and confidentiality) to be adopted by the data exporter and/or data importer to address the situation. • The data exporter shall suspend the data transfer if it considers that no appropriate safeguards for such transfer can be ensured, or if instructed by • the competent supervisory authority to do so. In this case, the data exporter shall be entitled to terminate the contract, insofar as it concerns the processing of personal data under these Clauses. If the contract involves more than two Parties, the data exporter may exercise this right to termination only with respect to the relevant Party, unless the Parties have agreed otherwise. Where the contract is terminated pursuant to this Clause, Clause 16(d) and (e) shall apply. Clause 15 Obligations of the data importer in case of access by public authorities 15.1 Notification a. The data importer agrees to notify the data exporter and, where possible, the data subject promptly (if necessary with the help of the data exporter) if it: i. receives a legally binding request from a public authority, including judicial authorities, under the laws of the country of destination for the disclosure of personal data transferred pursuant to these Clauses; such notification shall include information about the personal data requested, the requesting authority, the legal basis for the request and the response provided; or ii. becomes aware of any direct access by public authorities to personal data transferred pursuant to these Clauses in accordance with the laws of the country of destination; such notification shall include all information available to the importer. b. If the data importer is prohibited from notifying the data exporter and/or the data subject under the laws of the country of destination, the data importer agrees to use its best efforts to obtain a waiver of the prohibition, with a view to communicating as much information as possible, as soon as possible. The data importer agrees to document its best efforts in order to be able to demonstrate them on request of the data exporter. c. Where permissible under the laws of the country of destination, the data importer agrees to provide the data exporter, at regular intervals for the duration of the contract, with as much relevant information as possible on the requests received (in particular, number of requests, type of data requested, requesting authority/ies, whether requests have been challenged and the outcome of such challenges, etc.). d. The data importer agrees to preserve the information pursuant to paragraphs (a) to (c) for the duration of the contract and make it available to the competent supervisory authority on request. e. Paragraphs (a) to (c) are without prejudice to the obligation of the data importer pursuant to Clause 14(e) and Clause 16 to inform the data exporter promptly where it is unable to comply with these Clauses. 15.2 Review of legality and data minimisation a. The data importer agrees to review the legality of the request for disclosure, in particular whether it remains within the powers granted to the requesting public authority, and to challenge the request if, after careful assessment, it concludes that there are reasonable grounds to consider that the request is unlawful under the laws of the country of destination, applicable obligations under international law and principles of international comity. The data importer shall, under the same conditions, pursue possibilities of appeal. When challenging a request, the data importer shall seek interim measures with a view to suspending the effects of the request until the competent judicial authority has decided on its merits. It shall not disclose the personal data requested until required to do so under the applicable procedural rules. These requirements are without prejudice to the obligations of the data importer under Clause 14(e). b. The data importer agrees to document its legal assessment and any challenge to the request for disclosure and, to the extent permissible under the laws of the country of destination, make the documentation available to the data exporter. It shall also make it available to the competent supervisory authority on request. c. The data importer agrees to provide the minimum amount of information permissible when responding to a request for disclosure, based on a reasonable interpretation of the request. SECTION IV – FINAL PROVISIONS Clause 16 Non-compliance with the Clauses and termination a. The data importer shall promptly inform the data exporter if it is unable to comply with these Clauses, for whatever reason. b. In the event that the data importer is in breach of these Clauses or unable to comply with these Clauses, the data exporter shall suspend the transfer of personal data to the data importer until compliance is again ensured or the contract is terminated. This is without prejudice to Clause 14(f). c. The data exporter shall be entitled to terminate the contract, insofar as it concerns the processing of personal data under these Clauses, where: i. the data exporter has suspended the transfer of personal data to the data importer pursuant to paragraph (b) and compliance with these Clauses is not restored within a reasonable time and in any event within one month of suspension; ii. the data importer is in substantial or persistent breach of these Clauses; or iii. the data importer fails to comply with a binding decision of a competent court or supervisory authority regarding its obligations under these Clauses. • In these cases, it shall inform the competent supervisory authority of such noncompliance. Where the contract involves more than two Parties, the data exporter may exercise this right to termination only with respect to the relevant Party, unless the Parties have agreed otherwise. d. Personal data that has been transferred prior to the termination of the contract pursuant to paragraph (c) shall at the choice of the data exporter immediately be returned to the data exporter or deleted in its entirety. The same shall apply to any copies of the data.] The data importer shall certify the deletion of the data to the data exporter. Until the data is deleted or returned, the data importer shall continue to ensure compliance with these Clauses. In case of local laws applicable to the data importer that prohibit the return or deletion of the transferred personal data, the data importer warrants that it will continue to ensure compliance with these Clauses and will only process the data to the extent and for as long as required under that local law. e. Either Party may revoke its agreement to be bound by these Clauses where (i) the European Commission adopts a decision pursuant to Article 45(3) of Regulation (EU) 2016/679 that covers the transfer of personal data to which these Clauses apply; or (ii) Regulation (EU) 2016/679 becomes part of the legal framework of the country to which the personal data is transferred. This is without prejudice to other obligations applying to the processing in question under Regulation (EU) 2016/679. Clause 17 Governing law These Clauses shall be governed by the law of one of the EU Member States, provided such law allows for third-party beneficiary rights. The Parties agree that this shall be the law of __________ (specify Member State). Clause 18 Choice of forum and jurisdiction a. Any dispute arising from these Clauses shall be resolved by the courts of an EU Member State. b. The Parties agree that those shall be the courts of Belgium. c. A data subject may also bring legal proceedings against the data exporter and/or data importer before the courts of the Member State in which he/she has his/her habitual residence. d. The Parties agree to submit themselves to the jurisdiction of such courts. APPENDIX EXPLANATORY NOTE: It must be possible to clearly distinguish the information applicable to each transfer or category of transfers and, in this regard, to determine the respective role(s) of the Parties as data exporter(s) and/or data importer(s). This does not necessarily require completing and signing separate appendices for each transfer/category of transfers and/or contractual relationship, where this transparency can [be] achieved through one appendix. However, where necessary to ensure sufficient clarity, separate appendices should be used. ANNEX I A. LIST OF PARTIES Data exporter(s): [Identity and contact details of the data exporter(s) and, where applicable, of its/their data protection officer and/or representative in the European Union] 1. Name: … Address: … Contact person’s name, position and contact details: … Activities relevant to the data transferred under these Clauses: … Signature and date: … Role (controller/processor): … 2. … Data importer(s): [Identity and contact details of the data importer(s), including any contact person with responsibility for data protection] 1. Name: … Address: … Contact person’s name, position and contact details: … Activities relevant to the data transferred under these Clauses: … Signature and date: … 2. Role (controller/processor): …… B. DESCRIPTION OF TRANSFER Categories of data subjects whose personal data is transferred ... Categories of personal data transferred ... Sensitive data transferred (if applicable) and applied restrictions or safeguards that fully take into consideration the nature of the data and the risks involved, such as for instance strict purpose limitation, access restrictions (including access only for staff having followed specialised training), keeping a record of access to the data, restrictions for onward transfers or additional security measures. ... The frequency of the transfer (e.g. whether the data is transferred on a one-off or continuous basis). ... Nature of the processing ... Purpose(s) of the data transfer and further processing ... The period for which the personal data will be retained, or, if that is not possible, the criteria used to determine that period ... For transfers to (sub-)processors, also specify subject matter, nature and duration of the processing ... C. COMPETENT SUPERVISORY AUTHORITY Identify the competent supervisory authority/ies in accordance with Clause 13 … ANNEX I – TECHNICAL AND ORGANISATIONAL MEASURES INCLUDING TECHNICAL AND ORGANISATIONAL MEASURES TO ENSURE THE SECURITY OF THE DATA EXPLANATORY NOTE: The technical and organisational measures must be described in specific (and not generic) terms. See also the general comment on the first page of the Appendix, in particular on the need to clearly indicate which measures apply to each transfer/set of transfers. Description of the technical and organisational measures implemented by the data importer(s) (including any relevant certifications) to ensure an appropriate level of security, taking into account the nature, scope, context and purpose of the processing, and the risks for the rights and freedoms of natural persons. [Examples of possible measures: • Measures of pseudonymisation and encryption of personal data • Measures for ensuring ongoing confidentiality, integrity, availability and resilience of processing systems and services • Measures for ensuring the ability to restore the availability and access to personal data in a timely manner in the event of a physical or technical incident • Processes for regularly testing, assessing and evaluating the effectiveness of technical and organisational measures in order to ensure the security of the processing • Measures for user identification and authorisation • Measures for the protection of data during transmission • Measures for the protection of data during storage • Measures for ensuring physical security of locations at which personal data are processed • Measures for ensuring events logging • Measures for ensuring system configuration, including default configuration • Measures for internal IT and IT security governance and management • Measures for certification/assurance of processes and products • Measures for ensuring data minimisation • Measures for ensuring data quality • Measures for ensuring limited data retention • Measures for ensuring accountability • Measures for allowing data portability and ensuring erasure] For transfers to (sub-) processors, also describe the specific technical and organisational measures to be taken by the (sub-) processor to be able to provide assistance to the controller and, for transfers from a processor to a sub-processor, to the data exporter

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
EGAS50000000475 Transcriptome Analysis

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
EGAF00008501934 fastq.gz 1.8 GB
EGAF00008501952 fastq.gz 6.0 GB
EGAF00008501957 fastq.gz 2.1 GB
EGAF00008501958 fastq.gz 5.5 GB
EGAF00008501961 fastq.gz 1.1 GB
EGAF00008501964 fastq.gz 1.5 GB
EGAF00008501967 fastq.gz 1.0 GB
EGAF00008501969 fastq.gz 1.9 GB
EGAF00008501970 fastq.gz 1.8 GB
EGAF00008501977 fastq.gz 1.7 GB
EGAF00008501978 fastq.gz 8.3 GB
EGAF00008501985 fastq.gz 7.9 GB
EGAF00008501990 fastq.gz 1.3 GB
EGAF00008501991 fastq.gz 1.8 GB
EGAF00008501992 fastq.gz 5.6 GB
EGAF00008501994 fastq.gz 5.0 GB
EGAF00008501995 fastq.gz 1.3 GB
EGAF00008501998 fastq.gz 4.2 GB
EGAF00008502001 fastq.gz 1.3 GB
EGAF00008502003 fastq.gz 6.8 GB
EGAF00008502004 fastq.gz 1.6 GB
EGAF00008502005 fastq.gz 8.4 GB
EGAF00008502006 fastq.gz 7.6 GB
EGAF00008502009 fastq.gz 1.6 GB
EGAF00008502011 fastq.gz 6.3 GB
EGAF00008502012 fastq.gz 1.8 GB
EGAF00008502014 fastq.gz 1.3 GB
EGAF00008502015 fastq.gz 4.4 GB
EGAF00008502016 fastq.gz 1.1 GB
EGAF00008502023 fastq.gz 1.3 GB
EGAF00008502024 fastq.gz 5.4 GB
EGAF00008502028 fastq.gz 1.5 GB
EGAF00008502030 fastq.gz 1.1 GB
EGAF00008502034 fastq.gz 5.2 GB
EGAF00008502036 fastq.gz 5.6 GB
EGAF00008502037 fastq.gz 2.1 GB
EGAF00008502039 fastq.gz 5.6 GB
EGAF00008502040 fastq.gz 7.2 GB
EGAF00008502041 fastq.gz 2.1 GB
EGAF00008502043 fastq.gz 1.4 GB
EGAF00008502044 fastq.gz 6.0 GB
EGAF00008502050 fastq.gz 6.9 GB
EGAF00008502052 fastq.gz 5.2 GB
EGAF00008502060 fastq.gz 1.2 GB
EGAF00008502067 fastq.gz 1.6 GB
EGAF00008502070 fastq.gz 1.5 GB
EGAF00008502071 fastq.gz 6.1 GB
EGAF00008502074 fastq.gz 5.3 GB
EGAF00008502077 fastq.gz 1.4 GB
EGAF00008502078 fastq.gz 6.3 GB
EGAF00008502079 fastq.gz 5.3 GB
EGAF00008502080 fastq.gz 833.5 MB
EGAF00008502086 fastq.gz 1.4 GB
EGAF00008502087 fastq.gz 1.9 GB
EGAF00008502092 fastq.gz 2.2 GB
EGAF00008502095 fastq.gz 3.7 GB
EGAF00008502100 fastq.gz 5.0 GB
EGAF00008502102 fastq.gz 2.1 GB
EGAF00008502105 fastq.gz 2.0 GB
EGAF00008502106 fastq.gz 4.4 GB
EGAF00008502107 fastq.gz 1.3 GB
EGAF00008502110 fastq.gz 1.3 GB
EGAF00008502116 fastq.gz 8.2 GB
EGAF00008502125 fastq.gz 7.2 GB
EGAF00008502131 fastq.gz 1.4 GB
EGAF00008502133 fastq.gz 8.4 GB
EGAF00008502135 fastq.gz 6.8 GB
EGAF00008502153 fastq.gz 4.9 GB
EGAF00008502155 fastq.gz 4.4 GB
EGAF00008502156 fastq.gz 1.3 GB
EGAF00008502164 fastq.gz 3.5 GB
EGAF00008502167 fastq.gz 4.5 GB
EGAF00008502170 fastq.gz 1.5 GB
EGAF00008502171 fastq.gz 1.2 GB
EGAF00008502173 fastq.gz 1.3 GB
EGAF00008502182 fastq.gz 2.3 GB
EGAF00008502185 fastq.gz 5.5 GB
EGAF00008502196 fastq.gz 10.3 GB
EGAF00008502198 fastq.gz 6.3 GB
EGAF00008502204 fastq.gz 6.4 GB
EGAF00008502206 fastq.gz 5.9 GB
EGAF00008502207 fastq.gz 1.7 GB
EGAF00008502212 fastq.gz 8.9 GB
EGAF00008502216 fastq.gz 2.0 GB
EGAF00008502223 fastq.gz 1.3 GB
EGAF00008502225 fastq.gz 7.0 GB
EGAF00008502228 fastq.gz 2.1 GB
EGAF00008502235 fastq.gz 1.2 GB
EGAF00008502249 fastq.gz 1.0 GB
EGAF00008502259 fastq.gz 7.1 GB
EGAF00008502261 fastq.gz 1.5 GB
EGAF00008502267 fastq.gz 1.2 GB
EGAF00008502272 fastq.gz 972.5 MB
EGAF00008502274 fastq.gz 1.6 GB
EGAF00008502277 fastq.gz 5.8 GB
EGAF00008502278 fastq.gz 1.2 GB
EGAF00008502280 fastq.gz 1.0 GB
EGAF00008502281 fastq.gz 1.2 GB
EGAF00008502283 fastq.gz 5.2 GB
EGAF00008502286 fastq.gz 3.4 GB
EGAF00008502287 fastq.gz 5.0 GB
EGAF00008502288 fastq.gz 2.0 GB
EGAF00008502292 fastq.gz 4.9 GB
EGAF00008502298 fastq.gz 7.8 GB
EGAF00008502304 fastq.gz 5.0 GB
EGAF00008502309 fastq.gz 1.3 GB
EGAF00008502315 fastq.gz 6.3 GB
EGAF00008502316 fastq.gz 1.5 GB
EGAF00008502317 fastq.gz 4.9 GB
EGAF00008502318 fastq.gz 5.4 GB
EGAF00008502322 fastq.gz 1.8 GB
EGAF00008502323 fastq.gz 1.4 GB
EGAF00008502333 fastq.gz 1.9 GB
EGAF00008502335 fastq.gz 1.3 GB
EGAF00008502339 fastq.gz 5.5 GB
EGAF00008502341 fastq.gz 5.4 GB
EGAF00008502344 fastq.gz 1.4 GB
EGAF00008502346 fastq.gz 6.9 GB
EGAF00008502350 fastq.gz 4.0 GB
EGAF00008502353 fastq.gz 1.1 GB
EGAF00008502356 fastq.gz 1.6 GB
EGAF00008502357 fastq.gz 1.4 GB
EGAF00008502359 fastq.gz 1.4 GB
EGAF00008502361 fastq.gz 2.1 GB
EGAF00008502364 fastq.gz 4.5 GB
EGAF00008502373 fastq.gz 4.8 GB
EGAF00008502390 fastq.gz 6.3 GB
EGAF00008502394 fastq.gz 7.3 GB
EGAF00008502395 fastq.gz 5.8 GB
EGAF00008502397 fastq.gz 1.3 GB
EGAF00008502417 fastq.gz 1.4 GB
EGAF00008502418 fastq.gz 1.7 GB
EGAF00008502421 fastq.gz 1.4 GB
EGAF00008502426 fastq.gz 1.4 GB
EGAF00008502427 fastq.gz 1.1 GB
EGAF00008502433 fastq.gz 8.2 GB
EGAF00008502440 fastq.gz 1.9 GB
EGAF00008502444 fastq.gz 2.5 GB
EGAF00008502449 fastq.gz 4.6 GB
EGAF00008502452 fastq.gz 1.9 GB
EGAF00008502458 fastq.gz 10.9 GB
EGAF00008502466 fastq.gz 10.1 GB
EGAF00008502470 fastq.gz 1.5 GB
EGAF00008502478 fastq.gz 8.8 GB
EGAF00008502488 fastq.gz 4.8 GB
EGAF00008502496 fastq.gz 5.7 GB
EGAF00008502505 fastq.gz 2.2 GB
EGAF00008502516 fastq.gz 12.5 GB
EGAF00008502520 fastq.gz 6.5 GB
EGAF00008502526 fastq.gz 1.7 GB
EGAF00008502531 fastq.gz 5.2 GB
EGAF00008502537 fastq.gz 4.8 GB
EGAF00008502549 fastq.gz 1.3 GB
EGAF00008502557 fastq.gz 1.9 GB
EGAF00008502574 fastq.gz 7.6 GB
EGAF00008502576 fastq.gz 1.4 GB
EGAF00008502582 fastq.gz 7.7 GB
EGAF00008502585 fastq.gz 4.1 GB
EGAF00008502589 fastq.gz 1.3 GB
EGAF00008502595 fastq.gz 7.2 GB
EGAF00008502596 fastq.gz 9.5 GB
EGAF00008502597 fastq.gz 5.4 GB
EGAF00008502603 fastq.gz 2.7 GB
EGAF00008502604 fastq.gz 1.2 GB
EGAF00008502607 fastq.gz 818.7 MB
EGAF00008502609 fastq.gz 1.5 GB
EGAF00008502628 fastq.gz 8.3 GB
EGAF00008502631 fastq.gz 7.2 GB
EGAF00008502634 fastq.gz 1.3 GB
EGAF00008502635 fastq.gz 1.5 GB
EGAF00008502636 fastq.gz 6.3 GB
EGAF00008502638 fastq.gz 4.9 GB
EGAF00008502639 fastq.gz 1.7 GB
EGAF00008502641 fastq.gz 6.0 GB
EGAF00008502643 fastq.gz 1.4 GB
EGAF00008502646 fastq.gz 1.2 GB
EGAF00008502647 fastq.gz 6.1 GB
EGAF00008502650 fastq.gz 1.4 GB
EGAF00008502651 fastq.gz 8.7 GB
EGAF00008502659 fastq.gz 1.6 GB
EGAF00008502691 fastq.gz 1.4 GB
EGAF00008502702 fastq.gz 1.3 GB
EGAF00008502709 fastq.gz 5.3 GB
EGAF00008502712 fastq.gz 1.6 GB
EGAF00008502716 fastq.gz 6.8 GB
EGAF00008502719 fastq.gz 5.7 GB
EGAF00008502720 fastq.gz 1.5 GB
EGAF00008502724 fastq.gz 6.8 GB
EGAF00008502731 fastq.gz 5.9 GB
EGAF00008502733 fastq.gz 1.7 GB
EGAF00008502742 fastq.gz 1.3 GB
EGAF00008502745 fastq.gz 6.7 GB
EGAF00008502746 fastq.gz 3.0 GB
EGAF00008502747 fastq.gz 1.4 GB
EGAF00008502751 fastq.gz 1.4 GB
EGAF00008502770 fastq.gz 1.5 GB
EGAF00008502782 fastq.gz 2.1 GB
EGAF00008502794 fastq.gz 2.1 GB
EGAF00008502800 fastq.gz 4.7 GB
EGAF00008502802 fastq.gz 4.9 GB
EGAF00008502806 fastq.gz 407.5 MB
EGAF00008502816 fastq.gz 1.8 GB
EGAF00008502819 fastq.gz 2.4 GB
EGAF00008502845 fastq.gz 4.7 GB
EGAF00008502858 fastq.gz 1.8 GB
EGAF00008502877 fastq.gz 1.5 GB
EGAF00008502882 fastq.gz 5.0 GB
EGAF00008502883 fastq.gz 1.2 GB
EGAF00008502906 fastq.gz 1.4 GB
EGAF00008502922 fastq.gz 1.4 GB
EGAF00008502931 fastq.gz 1.4 GB
EGAF00008502950 fastq.gz 5.8 GB
EGAF00008502977 fastq.gz 1.3 GB
EGAF00008502984 fastq.gz 5.6 GB
EGAF00008502985 fastq.gz 1.3 GB
EGAF00008502991 fastq.gz 1.5 GB
EGAF00008503004 fastq.gz 1.5 GB
EGAF00008503007 fastq.gz 1.8 GB
EGAF00008503040 fastq.gz 1.5 GB
EGAF00008503045 fastq.gz 5.0 GB
EGAF00008503046 fastq.gz 1.8 GB
EGAF00008503050 fastq.gz 5.1 GB
EGAF00008503051 fastq.gz 635.6 MB
EGAF00008503056 fastq.gz 1.3 GB
EGAF00008503063 fastq.gz 1.8 GB
EGAF00008503078 fastq.gz 997.1 MB
EGAF00008503089 fastq.gz 1.7 GB
EGAF00008503099 fastq.gz 2.2 GB
EGAF00008503123 fastq.gz 1.7 GB
EGAF00008503131 fastq.gz 1.2 GB
EGAF00008503143 fastq.gz 1.3 GB
EGAF00008503148 fastq.gz 1.5 GB
EGAF00008503159 fastq.gz 2.4 GB
EGAF00008503161 fastq.gz 1.2 GB
EGAF00008503166 fastq.gz 5.7 GB
EGAF00008503170 fastq.gz 1.4 GB
EGAF00008503177 fastq.gz 1.2 GB
EGAF00008503179 fastq.gz 1.5 GB
EGAF00008503182 fastq.gz 2.2 GB
EGAF00008503194 fastq.gz 1.6 GB
EGAF00008503196 fastq.gz 2.1 GB
EGAF00008503204 fastq.gz 2.2 GB
EGAF00008503206 fastq.gz 1.4 GB
EGAF00008503223 fastq.gz 1.1 GB
EGAF00008503227 fastq.gz 2.0 GB
EGAF00008503240 fastq.gz 1.9 GB
EGAF00008503243 fastq.gz 1.8 GB
EGAF00008503250 fastq.gz 1.8 GB
EGAF00008503258 fastq.gz 2.3 GB
EGAF00008503279 fastq.gz 1.4 GB
EGAF00008503282 fastq.gz 3.8 GB
EGAF00008503296 fastq.gz 1.4 GB
EGAF00008503303 fastq.gz 954.6 MB
EGAF00008503308 fastq.gz 4.6 GB
EGAF00008503317 fastq.gz 1.7 GB
EGAF00008503322 fastq.gz 5.4 GB
EGAF00008503326 fastq.gz 1.6 GB
EGAF00008503327 fastq.gz 1.6 GB
EGAF00008503348 fastq.gz 2.0 GB
EGAF00008503372 fastq.gz 1.6 GB
EGAF00008503375 fastq.gz 2.0 GB
EGAF00008503378 fastq.gz 1.6 GB
EGAF00008503392 fastq.gz 1.4 GB
EGAF00008503396 fastq.gz 1.4 GB
EGAF00008503401 fastq.gz 1.5 GB
EGAF00008503402 fastq.gz 2.1 GB
EGAF00008503409 fastq.gz 2.8 GB
EGAF00008503414 fastq.gz 1.4 GB
EGAF00008503423 fastq.gz 1.4 GB
EGAF00008503431 fastq.gz 1.7 GB
EGAF00008503438 fastq.gz 7.7 GB
EGAF00008503482 fastq.gz 5.3 GB
EGAF00008503495 fastq.gz 1.4 GB
EGAF00008503511 fastq.gz 1.2 GB
EGAF00008503519 fastq.gz 1.5 GB
EGAF00008503529 fastq.gz 1.2 GB
EGAF00008503556 fastq.gz 1.2 GB
EGAF00008503558 fastq.gz 1.3 GB
EGAF00008503568 fastq.gz 5.6 GB
EGAF00008503572 fastq.gz 1.6 GB
EGAF00008503573 fastq.gz 1.5 GB
EGAF00008503583 fastq.gz 1.4 GB
EGAF00008503588 fastq.gz 1.4 GB
EGAF00008503591 fastq.gz 1.7 GB
EGAF00008503602 fastq.gz 1.5 GB
EGAF00008503606 fastq.gz 1.7 GB
EGAF00008503607 fastq.gz 1.9 GB
EGAF00008503615 fastq.gz 1.5 GB
EGAF00008503627 fastq.gz 1.5 GB
EGAF00008503628 fastq.gz 6.0 GB
EGAF00008503641 fastq.gz 1.8 GB
EGAF00008503644 fastq.gz 1.5 GB
EGAF00008503648 fastq.gz 5.3 GB
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EGAF00008504524 fastq.gz 661.2 MB
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EGAF00008504935 fastq.gz 9.5 GB
EGAF00008504936 fastq.gz 2.6 GB
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EGAF00008504938 fastq.gz 1.5 GB
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EGAF00008504942 fastq.gz 769.6 MB
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EGAF50000163012 fastq.gz 861.4 MB
EGAF50000163013 fastq.gz 893.5 MB
EGAF50000163014 fastq.gz 1.9 GB
EGAF50000163015 fastq.gz 2.0 GB
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EGAF50000163017 fastq.gz 1.6 GB
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EGAF50000163021 fastq.gz 1.5 GB
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EGAF50000163023 fastq.gz 1.5 GB
EGAF50000163024 fastq.gz 969.7 MB
EGAF50000163025 fastq.gz 996.1 MB
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EGAF50000163035 fastq.gz 2.1 GB
EGAF50000163036 fastq.gz 2.2 GB
EGAF50000163037 fastq.gz 2.3 GB
EGAF50000163038 fastq.gz 866.8 MB
EGAF50000163039 fastq.gz 905.3 MB
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EGAF50000163041 fastq.gz 2.1 GB
EGAF50000163042 fastq.gz 2.1 GB
EGAF50000163043 fastq.gz 2.2 GB
EGAF50000163044 fastq.gz 1.5 GB
EGAF50000163045 fastq.gz 1.6 GB
EGAF50000163046 fastq.gz 1.4 GB
EGAF50000163047 fastq.gz 1.5 GB
568 Files (1.7 TB)