Spatial and temporal transcriptome analysis on human skeletal muscle regeneration
Skeletal muscle carries a unique ability for adaptation as well as regeneration that highly depends on a supportive cellular microenvironment. Here we show that spatial and single-cell transcriptomic analysis in human skeletal muscle is a unique approach to illuminate cellular interactions in the microenvironment.
- 26/06/2025
- 12 samples
- DAC: EGAC50000000092
- Technology: DNBSEQ-G400
DUO:0000020 version: 2021-02-23
collaboration required
This data use modifier indicates that the requestor must agree to collaboration with the primary study investigator(s).
DUO:0000042 version: 2021-02-23
general research use
This data use permission indicates that use is allowed for general research use for any research purpose.
SDCA_human_Transcriptome_data
Data access agreement Between: (1) Steno Diabetes Center Aarhus (SDCA), Aarhus Universitetshospital Palle Juul-Jensens Boulevard 11, Indgang A 8200 Aarhus N (2) [INSERT INSTITUTION/COMPANY DETAILS/VAT no.] (the “Recipient”). In response to the Recipient's request for access to the Data (as defined below), SDCA and the Recipient agree as follows: 1 Definitions 1.1 “scRNAseq/Spatialseq for human samples Project” (“SSHP”) shall mean the project undertaken at SDCA in Aarhus to generate scRNAseq data from which quantitative information can be derived relevant to human samples; 1.2 “Data” shall mean data submitted to The European Genome-phenome Archive (EGA, https://ega-archive.org/) under the accession number EGASXXXXXXXXXX, and any human data obtained from the SSHP including the Data Subjects’ age, sex and sequencing data. Explicitly, Data does not include samples or biological materials; 1.3 “Data Subject” shall mean the person (irrespective of state of health) to whom Data refers and who has been informed of the purpose for which the Data is held and has given his/her informed consent thereto; 1.4 “Intellectual Property” means (i) patents, designs, trade marks and trade names (whether registered or unregistered), copyright and related rights, database rights, know-how and confidential information; (ii) all other intellectual property rights and similar or equivalent rights anywhere in the world which currently exist or are recognised in the future; and (iii) applications, extensions and renewals in relation to any such rights; 1.5 “Registered User” shall mean a Researcher (or an individual conducting Research under the supervision of a Researcher) that is employed by the Recipient and is bound by confidentiality and non-use obligations in respect of Data and who has signed this Agreement and has received acknowledgement of its acceptance. For the avoidance of doubt, “Registered User” may also include students, visiting academics, contractors, sub-contractors or independent consultants provided that any such individual is bound by confidentiality and nonuse obligations no less onerous then those binding the Recipient’s employees; 1.6 “Research” shall mean research that is seeking to advance the understanding and treatment of cancer and closely related diseases, and work on statistical methods that may be applied to such research; 1.7 “Researcher(s)” shall mean an individual or individuals carrying out Research who: (a) in the case of an individual seeking access to Data held solely under the control of SDCA and the SSHP, has authored a relevant peer-reviewed article that SDCA can locate on PubMed and who is still working in the field; or (b) in the case of an individual seeking access to Data held as part of a wider consortium, is a successful applicant to the consortium data access committee. 2 Purpose 2.1 The Recipient agrees to use Data only for the Research. 3 Confidentiality 3.1 The Recipient agrees to preserve, at all times, the confidentiality of Data pertaining to identifiable Data Subjects. In particular, the Recipient undertakes not to use, or attempt to use the Data to deliberately compromise or otherwise infringe the confidentiality of information on Data Subjects and their right to privacy. 4 Data Protection 4.1 SDCA represents and warrants that: (a) the Data has been collected according to the applicable law at the time of the collection; (b) it has obtained required approvals from relevant authorities, hereunder, but not limited to, an appropriate Ethical Committee; (c) it has obtained informed consent from the Data Subject; (c) that it is and will at all times be in full compliance with all applicable laws relating to data privacy and security. 4.2 The Recipient represents and warrants that it is and will at all times be in full compliance with all applicable laws relating to data privacy and security. 4.3 The Recipient agrees that it, and its Registered Users, shall not analyse or make any use of the Data in such a way that has the potential to: (a) lead to the identification of any Data Subject; or (b) compromise the anonymity of any Data Subject in any way. 5 Access and Governance 5.1 The Recipient agrees that it shall take all reasonable security precautions to keep the Data confidential, such precautions to be no less onerous than those applied in respect of the Recipient’s own confidential information of similar nature. 5.2 The Recipient agrees to only give access to Data, in whole or part, or any identifiable material derived from the Data, to a Registered User. The Recipient agrees that before it gives any Registered User access to Data, it shall first show the Registered User a copy of this Agreement and shall inform the Registered User that he or she must comply with the obligations contained in this Agreement and sign up to the provisions of this Agreement in the form set out at the end of this Agreement. The Recipient shall provide SDCA with a copy of the Registered User’s acceptance form within thirty (30) days of the date of acceptance by the Registered User. 5.3 The Recipient agrees that it shall only give Registered Users that are not Researchers (including but not limited to students or new researchers to the field) access to the Data if they are supervised by a Researcher who will take responsibility for such Registered Users’ use of the Data. 5.4 As reasonably necessary in order to ensure its own compliance with laws applicable to it, SDCA reserves the right to request and inspect data security and management documentation to ensure the adequacy of data protection measures in countries that have no national laws comparable to that pertaining in the European Economic Area (EEA). 6 Errors 6.1 The Recipient agrees to notify the SSHP of any errors detected in the Data. 7 Data reissue and Data withdrawal 7.1 The Recipient accepts that Data will be reissued from time to time, with suitable versioning. If Data is reissued at the request of sample donors and/or as the result of other ethical scrutiny, the Recipient agrees to destroy all earlier versions of the Data. 7.2 The Recipient accepts that Data may be withdrawn. If Data is withdrawn at the request of sample donors and/or as the result of other ethical scrutiny, the Recipient agrees to destroy all earlier versions of the Data. 8 Intellectual Property 8.1 The Recipient recognises that nothing in this Agreement shall operate to transfer to the Recipient or its Registered Users any Intellectual Property rights in or relating to the Data. 8.2 The Recipient and its Registered Users shall have the right to develop Intellectual Property based on its analysis of the Data including comparisons with their own or other data. 9 Publications 9.1 The Recipient agrees to acknowledge in any work based in whole or part on the Data, the published paper from which the Data derives, the version of the Data, and the role of the SSHP and its funders in its distribution. The Recipient agrees to acknowledge SDCA for the relevant Data in its publication. The Recipient will also declare in any such work that those who carried out the original analysis and collection of the Data bear no responsibility for the further analysis or interpretation of it by the Recipient. 10 Termination of Agreement 10.1 This Agreement will terminate immediately upon any material breach of the provisions of this Agreement by the Recipient or by the Recipient’s Registered Users that cannot be cured within ten (10) days of notice of such breach from SDCA. 10.2 The Recipient accepts that the changing ethical framework of human genetic research may lead to: (i) alteration to the provisions of this Agreement, in which case the Recipient may accept such alterations by a signed writing or terminate this Agreement; or (ii) the withdrawal of this Agreement in extreme circumstances. 10.3 Either party shall have the right to terminate this Agreement with immediate effect upon giving written notice of termination to the other party. 10.4 In the event that this Agreement is terminated in accordance with this Clause 10 the Recipient shall at its own costs return or destroy all Data at the direction of SDCA. 11 Legal statement 11.1 The Recipient acknowledges that SDCA and all other parties involved in the creation, funding or protection of the Data: (a) make no warranty or representation, express or implied as to the accuracy, quality or comprehensiveness of the Data; and (b) exclude to the fullest extent permitted by law all liability for actions, claims, proceedings, demands, losses (including but not limited to loss of profit), costs, awards damages and payments made by the Recipient that may arise (whether directly or indirectly) in any way whatsoever from the Recipient’s use of the Data, or from the unavailability of, or break in access to the Data for whatever reason. 11.2 The Recipient understands that all the Data is protected by copyright and other intellectual property rights, such that duplication or sale of all of or part of the Data on any media is not permitted under any circumstances, except with the prior written consent of SDCA. 12 Governing Law 12.1 This Agreement (and any dispute, controversy, proceedings or claim of whatever nature arising out of this Agreement or its formation) shall be construed, interpreted and governed by the laws of Denmark and shall be subject to the exclusive jurisdiction of the Danish courts. AGREED by the parties through their authorised signatories Steno Diabetes Center Aarhus (SDCA) Authorised Signature: Name: Lin Lin Title: Chief DREAM Laboratory Scientist, Steno Diabetes Center Aarhus (SDCA) Date: Recipient Authorised Signature: Name: Title: Date: Address: Telephone No: Email: Registered Users The Registered Users acknowledge the contents of this Agreement and agree to comply with the obligations herein. For the avoidance of doubt the Registered Users are not a party to this Agreement. Signature: Name: Title: Date: Email: Signature: Name: Title: Date: Email: Signature: Name: Title: Date: Email: Signature: Name: Title: Date: Email: Signature: Name: Title: Date: Email: Signature: Name: Title: Date: Email: Please send the completed and signed agreement form by mail or as scanned .pdf by email to: Lin Lin, Steno Diabetes Center Aarhus (SDCA), Aarhus Universitetshospital Palle Juul-Jensens Boulevard 11, Indgang A 8200 Aarhus N, Email: lin.lin@biomed.au.dk SDCA complies with the requirements of the EU data protection directive of 1995 with regard to the collection, storage, processing and disclosure of personal information and is committed to upholding the Act's core Data Protection Principles. Information collected under the Agreement will be used for the purposes of maintaining the Agreement, and may be used for statistical reporting.
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 |
|---|---|---|
| EGAS50000000182 | 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 | Quality Report |
Located in
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| EGAF50000084439 | fastq.gz | 2.4 GB |
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| EGAF50000084440 | fastq.gz | 6.1 GB |
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| EGAF50000084441 | fastq.gz | 10.7 GB |
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| EGAF50000084442 | fastq.gz | 4.4 GB |
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| EGAF50000084443 | fastq.gz | 2.1 GB |
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| EGAF50000084444 | fastq.gz | 5.2 GB |
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| EGAF50000084445 | fastq.gz | 4.5 GB |
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| EGAF50000084446 | fastq.gz | 11.5 GB |
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| EGAF50000084447 | fastq.gz | 2.4 GB |
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| EGAF50000084448 | fastq.gz | 6.0 GB |
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| EGAF50000084449 | fastq.gz | 2.5 GB |
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| EGAF50000084450 | fastq.gz | 6.6 GB |
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| EGAF50000084451 | fastq.gz | 1.9 GB |
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| EGAF50000084452 | fastq.gz | 4.9 GB |
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| EGAF50000084453 | fastq.gz | 2.4 GB |
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| EGAF50000084454 | fastq.gz | 886.7 MB |
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| EGAF50000084455 | fastq.gz | 7.8 GB |
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| EGAF50000084456 | fastq.gz | 3.0 GB |
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| EGAF50000084457 | fastq.gz | 10.4 GB |
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| EGAF50000084458 | fastq.gz | 4.1 GB |
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| EGAF50000084459 | fastq.gz | 2.5 GB |
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| EGAF50000084460 | fastq.gz | 6.2 GB |
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| EGAF50000084461 | fastq.gz | 2.9 GB |
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| EGAF50000084462 | fastq.gz | 7.8 GB |
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| EGAF50000084463 | zip | 49.2 MB |
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| 25 Files (119.1 GB) | ||||
