技能 数据科学 科学论文数据与代码可用性指南

科学论文数据与代码可用性指南

v20260724
cell-data
本指南详细介绍了科学论文中数据和代码可用的标准化要求,旨在确保研究结果的可重复性。它指导用户将原始数据和分析代码存入如GEO、PDB、Mendeley Data和Zenodo等认可的公共存储库,并提供了撰写标准化“三点声明”的格式,确保投稿流程的规范性和完整性。
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概览

Data & Code Availability (cell-data)

When to trigger

  • There is no Data and Code Availability statement, or it says "available on request."
  • Sequences/structures/proteomics/datasets are not deposited or lack accessions.
  • Custom analysis code is not in a public, archived repository.
  • You need to draft the three-bullet statement for STAR Methods Resource Availability.

Where the statement lives

Cell's Data and Code Availability statement is a required subsection of Resource Availability inside STAR Methods (see cell-star-methods) — not a free-floating paragraph. Datasets deposited for this paper must also appear in the Key Resources Table under "Deposited Data."

Deposit in approved repositories (with accession/DOI)

Data typeDeposit in (examples)
High-throughput sequencingGEO / SRA
Nucleotide / genome sequencesGenBank / ENA / DDBJ
Protein/macromolecular structuresPDB; cryo-EM maps → EMDB
Proteomics / mass specPRIDE / ProteomeXchange
Imaging / general structured datasetsBioStudies / BioImage Archive
Generic datasets (Elsevier default)Mendeley Data, or Zenodo / Dryad
Plasmids / unique reagentsAddgene
Code (archive a release for a DOI)GitHub/GitLab + Zenodo (citable DOI)
Mendeley Data is Elsevier's default repository and is the natural home for datasets without a dedicated community repository. Use a community repository (GEO, PDB, PRIDE) when one exists for the data type.
  • Obtain accession numbers / DOIs before submission; reviewers and editors expect them in hand.
  • Code that reproduces the results must be public and archived (a citable DOI via Zenodo) — a bare GitHub link is not durable.

Cell's three-bullet Data and Code Availability format

Cell uses a standardized three-statement block. Provide a sentence for each bullet:

Data and Code Availability

• [DATA] [Datatype] data have been deposited at [Repository] and are publicly
  available as of the date of publication. Accession numbers are listed in the
  Key Resources Table. / This paper analyzes existing, publicly available data
  [accessions in KRT]. / This paper does not report standardized datasets.

• [CODE] All original code has been deposited at [Zenodo/Mendeley Data] and is
  publicly available as of the date of publication. DOIs are listed in the Key
  Resources Table. / This paper does not report original code.

• [ADDITIONAL] Any additional information required to reanalyze the data
  reported in this paper is available from the Lead Contact upon request.

Each of the three bullets must be addressed even if the answer is "this paper does not report…". Restricted human/clinical data must state the controlled-access procedure and the controlling body.

Materials & ethics cross-links

  • Unique materials sharing belongs in Materials Availability (cell-star-methods); use Addgene/MTA and state how.
  • Ethics approvals (IRB/IACUC, consent, permits) belong in Experimental Model and Subject Details.
  • Identify key reagents with RRIDs in the Key Resources Table.

Output format

【Data deposited】 type → repository → accession/DOI (list each)  | gaps
【Code public + archived DOI】 yes/no (repo + Zenodo/Mendeley DOI)
【Three-bullet statement】 DATA ☐ / CODE ☐ / ADDITIONAL ☐ — all drafted?
【In KRT "Deposited Data"】 accessions listed? yes/no
【Restricted data】 controlled-access procedure stated where needed?
【Next】 cell-summary

Anti-patterns

  • Do not write "available on request" for the primary data behind the figures.
  • Do not link only to a personal/lab website — use an archival repository with a DOI.
  • Do not leave any of the three bullets unaddressed.
  • Do not forget to mirror accessions into the Key Resources Table.
  • Do not submit without accession numbers/DOIs in hand.
Confirm repository requirements and the exact three-bullet wording against current Cell Press / STAR Methods guidelines.
信息
分类 数据科学
名称 cell-data
版本 v20260724
大小 4.35KB
更新时间 2026-07-28
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