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scRNAseq of ALS patients

The data set contains information from 9 individuals (5 ALS + 4 controls) using single cell RNA sequencing in combination with TCR V(D)J sequencing to study the immune profile of the central nervous compartment (CSF). Sequencing was done using 10x Genomics platform (5’ scRNAseq & V(D)J Reagent Kits v1.1). 5P and TCR libraries were then pooled and for sequencing on the NovaSeq sequencer. Provided files are in .fastq.gz format and per individual four files are available (Read 1&2 and Lane 1&2).

Request Access

KAROLINSKA INSTITUTET (KI) DATA ACCESS AGREEMENT (DAA) This template is only meant for users requesting access to data deposited with the EGA where no collaboration with KI researchers is intended. Please note that if the recipient is located outside of the EU, you need to sign the Commission's Standard Contractual Clauses (SCC) and include them in Attachment 3 of the DAA. If the recipient is located in the EU/EES, you do not need to include the SCC. Attachment 3 should in that case indicate that the SCC do not apply. If the user is located in a third country (outside of the EU/EES Transfer of personal data to third country or international organizations | Medarbetare (ki.se)): • a Data Protection Impact Assessment (DPIA) must be made (the criteria for performing a DPIA are specify at https://staff.ki.se/media/149745/download), and the SCC must be signed and attached to this DAA; • the Standard contractual clauses under the GDPR (SCC) issued by the Commission must be signed and included as Attachment 3. The text of the SCCs may not be altered, except to complete the text were necessary (indicated by square brackets), e.g. to specify time periods, (iii) to fill in the Annexes or (iv) to add additional safeguards that increase the level of protection for the data. These adaptations are not considered as altering the core text.

DATA ACCESS AGREEMENT __________ This Data Access Agreement (the “Agreement”) has been entered into by (1) KAROLINSKA INSTITUTET, Department of …, org.nr 202100-2973, Nobels väg 5, 171 77, Stockholm, Sweden, (“KI”); and (2) XXZZYY, [address], (“XZY” or “Recipient”), hereinafter jointly referred to as “Parties” and separately as “Party”. WHEREAS A. KI, under the supervision of [insert name], the Principal Investigator, has collected research data, consisting of [specify sequence, array, phenotype, metagenomics data], including personal data, which has been deposited with the European Genome Phenome Archive (hereinafter the “EGA”), hereinafter the “Dataset”, as specified in Attachment 2. B. The Recipient is engaged in research regarding [specify field of research] and has requested to obtain access to the Dataset for the purpose of research in the project identified in Attachment 1 (hereinafter the “Project”). C. KI wishes to grant access to the Dataset to Recipient for use in the Project, as specified in Attachment 1, subject to the terms and conditions agreed below. IT IS AGREED as follows: 1 DEFINITIONS Capitalized terms used, but not otherwise defined, in this Agreement shall have the meaning given to them in 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 and repealing Directive 95/46/EC (General Data Protection Regulation), hereinafter “GDPR”. Furthermore, the following definitions shall apply: Commercial Purpose shall mean the use, sale, lease, license, or other transfer of the Results, the data or the Dataset to a for-profit organization. Commercial Purposes shall also include uses of the data or the Dataset by any organization, including Recipient, to perform contract research, for screening, to produce or manufacture products for general sale, or to conduct research activities that result in any sale, lease, license, or transfer of the data or the Dataset to a for-profit organization. Data Protection Laws means GDPR and all other applicable local data protection or similar laws, regulations, decrees, decisions and guidelines. Dataset means the set of data incorporating research data, including Personal Data, specified in Attachment 2, created by KI and made available to the Recipient through EGA managed access for the purpose of conducting the Project. EGA means the European Genome-phenome Archive for permanent archiving and sharing of personally identifiable genetic, phenotypic, and clinical data generated for the purposes of biomedical research projects or in the context of research-focused healthcare systems. Principal Investigator means the researcher responsible for the development of the Dataset at KI. Project means the research study for which the Recipient has requested access to the Dataset. A description of the Project is set out in Attachment 1. Results means any ideas, inventions, discoveries, know-how, data, documentation, reports, secondary data, writings, designs, computer software, processes, principles, methods, techniques and other information, recorded in any form, that are generated by the Recipient in connection with the use of the Dataset (whether solely or jointly with others), and any patent, trade secret, copyright or other intellectual property rights pertaining to any of the foregoing. Results shall not contain the Dataset. Recipient Investigator(s): Recipient’s scientific investigator (s) identified in Attachment 1. SCC means the European Commission Standard Contractual Clauses for the Transfer of Personal Data from the Community to Third Countries (Controller to Controller Transfers), pursuant to Regulation (EU) 2016/679, which will constitute an integral part of this Agreement where applicable. 2 ACCESS TO DATA KI is the independent Controller of the collected Personal Data included in the Dataset which has been collected in accordance with applicable Data Protection Laws, from human subjects under a protocol approved by the Swedish Ethical Review Authority, and when required, with the informed consent of the Data Subjects. Recipient will obtain access to the Dataset via EGA, subject to KI’s Data Access Committee prior written approval. Upon approval of the Recipient’s application, an EGA account will be generated for the EGA registered user account holder to allow the download of the Dataset from the EGA. Recipient has determined the purposes and the means of processing the Dataset with regards to the Project and is therefore, an independent Controller. Recipient shall be the independent Controller of all processing activities that Recipient performs on the Dataset and Recipient understands and agrees that Recipient is solely responsible for ensuring compliance with Data Protection Laws. The Parties acknowledge that KI has no responsibility regarding the processing of the Dataset performed by the Recipient. Recipient shall use the Dataset in compliance with all applicable legislation, rules, regulations, guidelines and ethical requirements, as well as any constraints set forth by the Ethical Review Boards, applicable to the Research and the handling and protection of the information in the Dataset. If the Recipient is located outside of the EU/EES, the SCC in Attachment 3 shall be executed by the Parties to ensure appropriate safeguards for the transfer, and they will constitute an integral part of this Agreement. 3 PERMITTED USE Recipient agrees to only use the Dataset for the purposes set out in this Agreement (Attachment 1) for which Recipient has obtained ethical approval as specified in Attachment 1, and to otherwise not use or disclose the Dataset, in whole or in part, or any material derived from the Dataset, unless required by applicable law. Recipient warrants and represents that the Dataset shall not be used for any for-profit or Commercial Purposes. Recipient shall ensure that Authorized Users comply with the terms of this Agreement. KI shall be free, in its sole discretion, to distribute the Dataset, in whole or in part, to others and to use it for its own purposes. 4 PROCESSORS As independent Controller of the Personal Data included in the Dataset, it is Recipient’s responsibility to ensure that such Personal Data is only transferred to processors subject to the provisions in Data Protection Laws. 5 DATA PROTECTION The Recipient shall keep any information included in the Dataset securely safeguarded, encrypted and appropriately protected from unauthorized access, use and theft. Recipient shall observe the requirements and implement any necessary technical and organizational measures to ensure compliance with Data Protection Laws. Recipient shall notify KI of any errors detected in the Personal Data without undue delay. The EGA account generated for the Recipient account holder and login details must be securely safeguarded. Sharing login details will be treated as a breach of security and could result in the account being blocked. Recipient shall refrain from analyzing and/or using Personal Data in a way that has the potential to (i) lead to the re-identification of any data subject, (ii) compromise the anonymity of a Data Subject in any way, or where applicable (iii) result in use of Personal Data outside the strict scope of any Data Subject’s consent. For the avoidance of doubt, Recipient shall under no circumstance use the information included in the Dataset to identify or contact Data Subjects. Any Personal Data Breach that Recipient becomes aware of, such as unauthorized access to, use or disclosure of information in the Dataset, shall be reported to KI promptly and in any event within thirty (30) hours of discovery. Recipient shall document any Personal Data Breach, including related facts, its effects and the remedial actions taken. The Recipient agree to provide reasonable assistance as is necessary to KI to meet obligations placed upon them as controllers under Data Protection Laws in an expeditious and compliant manner, including but not limited to obligations relating to the handling of Personal Data Breaches and Data Subjects exercising their rights. If requested, the Recipient will allow data security and management documentation to be inspected to verify that it is complying with the terms of this Agreement. 6 INTELLECTUAL PROPERTY KI retains title to any information and data (such as Personal Data) included in the Dataset. Unless explicitly stated otherwise, nothing herein shall be deemed to constitute the grant of any license under any intellectual property rights. The Recipient agrees not to make intellectual property claims on the Dataset and not to use intellectual property protection in ways that would prevent or block access to, or use of, any element of the Dataset, or conclusion drawn directly from these Dataset. If KI and Recipient are collaborating for the performance of the Project, any rights and title to any Results and/or intellectual property rights generated under the Project shall be settled in a separate research collaboration agreement. Recipient shall grant KI a royalty-free, non-exclusive, non-commercial license to its Results generated from the use of the Dataset for further academic research and educational purposes. 7 PUBLICATIONS All publications using the Dataset, shall acknowledge KI including reference to the Dataset(s) used as further specified below. The Recipient agrees to follow the Toronto Statement regarding pre-publication data sharing. Recipient shall respect the moratorium period required for KI Principal Investigator to publish the first peer-reviewed report describing and analyzing the Dataset and shall accurately and completely cite the source. In accordance with scientific custom, the contribution of KI and its researchers shall be expressly noted in all written or oral public disclosures, by co-authorship or acknowledgement as appropriate, always in compliance with recognized standards concerning publication and authorship, including the most recent “Recommendations for the Conduct, Reporting, Editing and Publications of Scholarly Work in Medical Journals” developed by the International Committee of Medical Journal Editors (ICMJE). Recipient shall provide KI and the Principal Investigator with references to all forms of publications (including working papers, and thesis) based on the Dataset. This information will be published on KI’s bibliography database. [The following acknowledgement must be included in all publications using the Dataset: This Study uses data from …., supported by the Swedish Research Council (Dn xxxx)/other reference to be provided by KI on a case-by-case basis.] 8 TRANSFER OF PERSONAL DATA TO A THIRD PARTY Recipient shall not transfer the Dataset to another party unless with the prior written consent of KI. Should the Recipient wish to share the Dataset with an external collaborator, the external collaborator must complete a separate application for access to the Dataset through EGA. Recipient shall ensure that any such transfer of the Dataset, in whole or in part, including to any recipient located in a country outside the EU/EEA (“Third Country”), is performed in accordance with Data Protection Laws. 9 DATA TRANSFER COSTS KI shall provide the Dataset free of charge. 10 CONFIDENTIALITY Recipient shall ensure that confidentiality, to the full extent permitted by applicable law, applies to the Dataset and that access to the Dataset is strictly limited to the personnel (“Authorized Users”) listed in Attachment 2. Recipient shall ensure that all Authorized Users (i) are informed of the confidential nature of the Dataset, (ii) have received appropriate training of their responsibilities and (iii) have executed written confidentiality agreements or are under an appropriate statutory obligation of confidentiality. The Recipient shall ensure that such confidentiality obligations survive the termination of their personnel arrangement. The Recipient will notify KI within 30 days of any changes or departures of Authorized Users. 11 COMPLIANCE WITH RULES AND REGULATIONS Recipient shall use the Dataset in compliance with all applicable legislation, rules, regulations, guidelines and ethical requirements, as well as any constraints set forth by Institutional Review Boards, applicable to the research described in Attachment 1 and the handling and protection of the information in the Dataset. 12 LIMITATION OF LIABILITY The Dataset is provided without warranties, expressed or implied. KI makes no representations a) as to the accuracy, quality or comprehensiveness of the Dataset; b) that the Project will lead to any expected results or c) that the use thereof shall not infringe any proprietary rights of third parties. Notwithstanding anything else written in this Agreement KI’s contractual liability shall not include liability for indirect damages, special damages or consequential damages, provided that such damages did not arise from gross negligence or willful misconduct. 13 INDEMNITY In no event shall KI be liable for any use by Recipient of the Dataset or any loss, claim, damage or liability which may arise from or in connection with this Agreement or the use, handling further analysis, interpretation or storage of the Dataset. Recipient shall indemnify and hold harmless KI and any of its employees from and against any loss, claim, damage or liability incurred by KI as a result of any acts or omissions of Recipient in connection with the Project or the use of the Dataset under this Agreement. 14 TERM AND TERMINATION This Agreement shall enter into force on the date of the last signature by the Parties. The Recipient will notify KI as soon as it becomes aware of a breach of the terms or conditions of this Agreement. In the event that Recipient is in breach of its obligations under this Agreement, KI may terminate this Agreement with immediate effect by written notice to the Recipient and may suspend the transfer and require Recipient to immediately delete or destroy the Dataset. The Parties agree that the termination of this Agreement at any time, in any circumstances for whatever reason, does not exempt them from the obligations and conditions under this Agreement in regard to the processing of any personal data transferred. Notwithstanding anything to the contrary contained herein, Recipient shall, delete or destroy the Dataset, including copies and backup copies, when it is no longer necessary to for the Project, unless obliged to retain the Dataset in accordance with applicable laws. 15 NOTICES Formal notices to be given under this Agreement shall be in writing and be delivered to the person on the address stated below, unless the receiving Party has specifically notified the sending Party of another address for this purpose. The notice may be delivered personally, by mail or by e-mail but always with receipt acknowledgement. These persons shall be the Parties’ contacts for questions regarding this Agreement. KI RECIPIENT Name and Position: insert Name and Position: insert Address: insert Address: insert E-mail: insert E-mail: insert 16 ASSIGNMENT Recipient may not assign or sublicense its rights or obligations under this Agreement to any third party without the prior written consent of KI. 17 AMENDMENTS No provision of this Agreement may be amended, modified or otherwise changed, other than by an instrument in writing duly executed on behalf of the Parties. Recipient will notify KI in writing prior to any significant changes to the Project. The Recipient acknowledges and agrees that to the extent required, this Agreement shall be amended by KI to achieve compliance with future changes to Data Protection Laws. In the event that changes are required, KI will contact the Recipient to inform it of the changes and the Recipient may elect to accept the changes or terminate the Agreement. 18 APPLICABLE LAW AND DISPUTES This Agreement shall be governed by the laws of Sweden and any dispute arising out of or in connection with this Agreement, which cannot be solved amicably, shall be settled by the courts of Sweden with the District Court of Stockholm as the court of first instance. 19 SIGNATURES This Agreement has been drawn up in two (2) originals of which the parties have taken one (1) each. KAROLINSKA INSTITUTET XXZZYY Printed name: [insert] Title: Head of Department of [insert] Date: [insert] Printed name: [insert] Title: [insert] Date: [insert] Printed name: [insert] Title: Principal Investigator Date: [insert] Printed name: [insert] Title: Recipient Investigator Date: [insert]   ATTACHMENT 1 DESCRIPTION OF THE PROJECT Recipient Investigator Name: [insert] Position: [insert] Affiliation: [insert] Institutional e-mail address: [insert] Ethical approval nr [insert IRB approval decision date and nr] Description of the research The personal data shall be used in the following research: [Insert a description of the research, such as a research plan]. Purposes of transfer(s) The transfer is made for the following purposes: Specifically, the personal data will be used to [Describe how the personal data shall be used in the Project described above and why the Dataset is necessary for the Project. Confirm that KI has a Swedish ethical approval that describes the transfer. If the Recipient is located outside of Sweden, it must also be confirmed that the Recipient has local ethical approval for the research for which the personal data shall be used.]   ATTACHMENT 2 DESCRIPTION OF THE DATASET Dataset reference: Title/Name of research project that created the Dataset: [insert] Names of Principal Investigator and other data contributor(s): [insert] Details of the Dataset The personal data transferred concern the following categories of data subjects: [Detail the categories of data subjects represented in the personal data to be transferred. For example donors or patients with a certain condition] Categories of data The personal data transferred concern the following categories of data: [Detail the categories of data represented in the personal data to be transferred. For example biometrical data (DNA data, finger and voice prints, iris scans, facial recognition, finger or hand shape recognition, dynamic signatures, etc.), personal details (age, sex, date of birth, place of birth, marital status, nationality) physical descriptions (height, weight, hair color, eye color, distinguishing characteristics etc.), habits (tobacco use, alcohol use etc.) or health data such as physical and mental data (medical file, medical report, diagnostic information, treatment, results of analysis, handicap or infirmity, diet etc.) or genetic data.] Here one should also specify the accession number of the dataset(s) deposited at EGA by KI that the Recipient will be granted access to. Authorized Users The personal data transferred may be disclosed to the following personnel: [Insert names of natural persons, who shall be allowed access to the Dataset. Please note that any individuals who are not listed as a EGA registered user will not be permitted access to the Dataset] Sensitive data (if appropriate) The personal data transferred concern the following categories of sensitive data: [Detail if the personal data transferred contain any so-called special categories of data, as described under Article 9 GDPR: personal data revealing racial or ethnic origin, political opinions, religious or philosophical beliefs, or trade union membership, and the processing of genetic data, biometric data for the purpose of uniquely identifying a natural person, data concerning health or data concerning a natural person’s sex life or sexual orientation] Additional useful information (storage limits and other relevant information) [N/A or insert if applicable] Contact points for data protection enquiries Recipient Karolinska Institutet Data Protection Officer [insert] Karolinska Institutet Data Protection Officer dataskyddsombud@ki.se   ATTACHMENT 3 STANDARD CONTRACTUAL CLAUSES NOT APPLICABLE FOR RECIPIENTS LOCATED IN THE EU/EES. INSERT SIGNED SCC IF RECIPIENT IS LOCATED OUTSIDE OF THE EU/ESS The text of the SCCs may not be altered, except (i) to select modules and/or specific options offered in the text, (ii) to complete the text were necessary (indicated by square brackets), e.g. to indicate the competent courts and supervisory authority, and to specify time periods, (iii) to fill in the Annexes or (iv) to add additional safeguards that increase the level of protection for the data. These adaptations are not considered as altering the core text.

Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.

Study ID Study Title Study Type
Other

This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.

ID File Type Size Located in
EGAF00007266451 1665402327165 1.9 GB
EGAF00007266452 1665402327165 4.7 GB
EGAF00007266453 1665402327165 1.9 GB
EGAF00007266454 1665402327165 4.7 GB
EGAF00007266455 1665401435495 355.5 MB
EGAF00007266456 1665401435495 824.8 MB
EGAF00007266457 1665400521644 353.7 MB
EGAF00007266458 1665402327165 821.8 MB
EGAF00007266459 1665405021397 2.2 GB
EGAF00007266460 1665404121359 5.6 GB
EGAF00007266461 1665403222471 2.2 GB
EGAF00007266462 1665403222471 5.6 GB
EGAF00007266463 1665401435495 556.8 MB
EGAF00007266464 1665402327165 1.3 GB
EGAF00007266465 1665401435495 553.1 MB
EGAF00007266466 1665402327165 1.3 GB
EGAF00007266467 1665403222471 3.4 GB
EGAF00007266468 1665404121359 8.7 GB
EGAF00007266469 1665402327165 3.4 GB
EGAF00007266470 1665404121359 8.7 GB
EGAF00007266471 1665404121359 743.0 MB
EGAF00007266472 1665403222471 1.6 GB
EGAF00007266473 1665401435495 736.5 MB
EGAF00007266474 1665401435495 1.5 GB
EGAF00007266475 1665403222470 3.5 GB
EGAF00007266476 1665403222471 8.4 GB
EGAF00007266477 1665402327165 3.4 GB
EGAF00007266478 1665402327165 8.1 GB
EGAF00007266479 1665401435495 557.1 MB
EGAF00007266480 1665402327165 1.2 GB
EGAF00007266481 1665401435495 528.4 MB
EGAF00007266482 1665401435495 1.1 GB
EGAF00007266483 1665401435495 2.3 GB
EGAF00007266484 1665403222471 5.6 GB
EGAF00007266485 1665402327165 2.2 GB
EGAF00007266486 1665403222471 5.4 GB
EGAF00007266487 1665402327165 507.5 MB
EGAF00007266488 1665401435495 1.1 GB
EGAF00007266489 1665401435495 480.9 MB
EGAF00007266490 1665401435495 1.0 GB
EGAF00007266491 1665404121359 3.9 GB
EGAF00007266492 1665404121359 9.4 GB
EGAF00007266493 1665402327165 3.7 GB
EGAF00007266494 1665403222471 9.1 GB
EGAF00007266495 1665402327165 714.1 MB
EGAF00007266496 1665402327165 1.5 GB
EGAF00007266497 1665402327165 680.2 MB
EGAF00007266498 1665401435495 1.5 GB
EGAF00007266499 1665402327165 4.0 GB
EGAF00007266500 1665403222471 9.7 GB
EGAF00007266501 1665401435495 3.8 GB
EGAF00007266502 1665403222471 9.3 GB
EGAF00007266503 1665401435495 1.1 GB
EGAF00007266504 1665403222471 2.3 GB
EGAF00007266505 1665402327165 1.0 GB
EGAF00007266506 1665403222471 2.2 GB
EGAF00007266507 1665402327165 3.3 GB
EGAF00007266508 1665402327165 8.0 GB
EGAF00007266509 1665403222471 3.2 GB
EGAF00007266510 1665405021397 7.7 GB
EGAF00007266511 1665401435495 616.8 MB
EGAF00007266512 1665401435495 1.3 GB
EGAF00007266513 1665401435495 591.2 MB
EGAF00007266514 1665401435495 1.3 GB
EGAF00007266515 1665403222471 4.1 GB
EGAF00007266516 1665405021397 10.0 GB
EGAF00007266517 1665402327165 4.0 GB
EGAF00007266518 1665403222471 9.7 GB
EGAF00007266519 1665401435495 759.1 MB
EGAF00007266520 1665402327165 1.6 GB
EGAF00007266521 1665402327165 728.8 MB
EGAF00007266522 1665402327165 1.6 GB
72 Files (231.3 GB)