RESEARCH DATA STANDARD · 2026.07.27.2

让每项数据都可查、可解释、可正确复用

本页把科研规范落实为逐研究的数据护照。未知许可、缺失坐标、版本差异和方法冲突不会被隐藏,也不会用推测内容补齐。

REGISTRY VERSION2026.07.27.2

Portal metadata release, not an upstream data-set version

RECORDS6

Scientifically curated study records

CATALOGUE ENTRIES57,674

Study-specific cell-count boundaries apply

ATLAS RECOMPUTATIONNone

Exploratory portal-derived statistics remain separately labelled

FORMAL REDISTRIBUTION GATE

预览可核查;正式机构镜像仍被许可审查阻断

Briggs 2021 的 Zenodo 存档为 CC BY 4.0,但该许可是否覆盖独立作者 H5AD 服务中的坐标与元数据尚缺文件级证据;Howick 2022(Zenodo 标识 other-open)、Reuter 2023(GEO 未记录独立数据文件许可)和 Laidlaw 2026(作者图谱文件许可尚未独立核实)也只按预览镜像管理。正式发布前必须取得并记录再发布依据,或把相应层改为仅链接上游数据。本站整理元数据也尚未指定复用许可。

Read the machine-readable release gate →

01 · FAIR-INFORMED IMPLEMENTATION

对齐国际规范,但不虚构“完全合规”

FAIR强调可发现、可访问、可互操作和可复用。本站公开实施状态;尚未完成的许可与持久标识工作明确标记为待办。

F · FINDABLE

Persistent source identifiers

DOI, ENA/SRA/GEO/BioStudies and Zenodo identifiers are exposed with searchable portal metadata and basic Schema.org JSON-LD. Full bilingual machine-readable records remain in progress.

A · ACCESSIBLE

Open metadata survives source change

Catalogue metadata, audit dates and known boundaries stay public even when a remote file or author viewer is unavailable.

I · INTEROPERABLE

Original labels plus controlled terms

Author labels remain primary. The registry begins to separate biological strain, reference, counts, rights and evidence. Fully sourced taxon, lifecycle and tissue mappings remain an implementation target.

R · REUSABLE

Licence and processing boundaries

Article, data and code rights are recorded separately. Unknown data licences are not inferred from open-access papers.

02 · TARGET DATA PASSPORT

逐步补齐的目标字段与缺失原因

01Identity论文DOI、仓库登录号、本站记录版本
02Biology物种、菌株、生命周期、宿主与组织环境
03Experiment实验单位、样本设计、建库与测序技术
04Counting boundary测序细胞、质控细胞、双细胞与最终保留数
05Reference基因组、注释、基因ID版本与比对流程
06Expression semantics原始计数、归一化值或缩放值及其单位
07CoordinatesPCA/UMAP来源、计算主体和是否经过显示转换
08Provenance作者文件、本站操作、校验值与核验日期
09Rights论文、数据和代码许可分别记录
10Limitations缺失文件、冲突、不可比较项和待作者确认事项
11Review科学审核状态、审核日期与版本变更记录
12Access公开使用、免账户投稿与受保护审核操作的清楚边界

03 · STUDY PASSPORTS

六项研究的统一科研记录

“已核实”表示陈述能追溯到一手来源,不表示不同研究的表达值可以直接合并比较。

01
ENA PRJEB41744 · Zenodo 5163554Bloodstream differentiation time course and ZC3H20 knockout single-cell atlas
Verified · 已核实
ORGANISM

Trypanosoma brucei brucei

ORGANISM IDENTIFIER

NCBI Taxonomy:5702

STRAIN / ISOLATE

EATRO 1125 AnTa1.1 90:13 (paper spelling)

TECHNOLOGY

Chromium Single Cell 3′ GEM, Library & Gel Bead Kit v3

CATALOGUE CELLS

10,894 · 8,599 WT plus 2,295 ZC3H20-KO cells in author-filtered matrices

SAMPLE CONTEXT

In-vitro bloodstream-form differentiation time course and ZC3H20 knockout

REFERENCE

TREU927 nuclear genome, TriTrypDB release 50; Lister 427 maxi-circle M94286.1

EXPRESSION LAYER

Author-hosted raw transcript counts

COORDINATE LAYER

Author UMAP and PCA

PORTAL OPERATION

Atlas decoding and coordinate rounding do not alter author results. Optional cell-level Kruskal–Wallis/BH, Cliff’s delta and sample aggregations are portal-derived exploratory outputs and are exported in a separate analysis record.

ARTICLE LICENCE

Article: CC BY 4.0

DATA LICENCE

Zenodo 5163554 archive: CC BY 4.0

CODE

Analysis code is included in the Zenodo 5163554 archive

CODE LICENCE

Zenodo 5163554 applies CC BY 4.0 to the deposited archive

PORTAL METADATA LICENCE

Not yet assigned; no reuse licence is implied for portal-curated metadata

KNOWN BOUNDARY

ENA exposed submitted BAM and BAI files, but no FASTQ or SRA FTP links, on the audit date. Zenodo 5163554 records CC BY 4.0 for its deposited archive; file-level evidence has not yet established that the same grant covers coordinates and metadata decoded from the separately hosted author H5AD service.

02
ENA ERP132258 / PRJEB47937 · Zenodo 6047732 v1.0Tsetse midgut, proventriculus and salivary-gland single-cell atlas
Verified with boundary · 已核实,附边界
ORGANISM

Trypanosoma brucei brucei

ORGANISM IDENTIFIER

NCBI Taxonomy:5702

STRAIN / ISOLATE

J10 (MCRO/ZM/73/J10) and 1738 (MOVS/KE/70/EATRO 1738)

TECHNOLOGY

Modified Smart-seq2 with Nextera XT library preparation

CATALOGUE CELLS

388 · Fly-derived cells passing author QC; 46 in-vitro validation single cells are excluded

SAMPLE CONTEXT

Tsetse midgut, proventriculus and salivary gland across days 21, 24 and 40

REFERENCE

T. b. brucei 927 genome; HISAT2 2.1.0; HTSeq 0.7.1

EXPRESSION LAYER

Author-deposited Smart-seq2 integer read counts

COORDINATE LAYER

Author fig1 UMAP coordinates

PORTAL OPERATION

Static browser conversion and per-axis display scaling do not rerun UMAP, clustering, normalization or imputation. Optional cell-level statistics are separately labelled as portal-derived exploratory outputs.

ARTICLE LICENCE

Article: CC BY 4.0

DATA LICENCE

Zenodo metadata uses “other-open”; the associated article licence is not applied to the data files

CODE

Analysis code and rendered outputs are included in the Zenodo v1.0 archive

CODE LICENCE

Zenodo record uses the non-standard identifier “other-open”; inspect the source record before reuse

PORTAL METADATA LICENCE

Not yet assigned; no reuse licence is implied for portal-curated metadata

KNOWN BOUNDARY

DP is a FACS sorting group, not a strain. C5 is predominantly J10 and C6 predominantly 1738, so stage and strain effects may be confounded. Poor 1738/J10 VSG matching to the 927 reference can underestimate VSG abundance. 387 of 388 processed cells match current ENA aliases; 29784_4#45 remains unresolved.

03
ENA PRJEB58781 · Zenodo 7508131Bloodstream-form and procyclic-form cell-cycle single-cell atlas
Verified · 已核实
ORGANISM

Trypanosoma brucei brucei

ORGANISM IDENTIFIER

NCBI Taxonomy:5702

STRAIN / ISOLATE

T. brucei Lister 427-derived bloodstream- and procyclic-form lines; subclone not specified in this portal passport

TECHNOLOGY

Chromium Single Cell 3′ v3.1

CATALOGUE CELLS

12,006 · 4,366 bloodstream-form plus 7,640 procyclic-form rows in author phase tables

SAMPLE CONTEXT

Fresh and frozen replicative bloodstream and procyclic forms

REFERENCE

Author mapping: T. brucei WT427 2018 with 3′ UTRs extended by 2,500 bp; L. major Friedlin co-reference used to remove L. major cells and mixed-species multiplets; Cell Ranger 7

EXPRESSION LAYER

Author-normalized non-negative fractional expression

COORDINATE LAYER

Separate author UMAP and MNN spaces for BSF and PCF

PORTAL OPERATION

FlatBuffer-to-static-array conversion only; no alignment, normalization, phase reassignment or recomputation

ARTICLE LICENCE

Article: CC BY 4.0

DATA LICENCE

Zenodo record: CC BY 4.0

CODE

R Markdown, rendered analyses and processed objects are included in Zenodo

CODE LICENCE

Zenodo 7508131: CC BY 4.0

PORTAL METADATA LICENCE

Not yet assigned; no reuse licence is implied for portal-curated metadata

KNOWN BOUNDARY

BSF and PCF coordinates were calculated separately and must not be treated as one shared space. The displayed expression layer contains author-normalized fractional values, not raw UMI counts.

04
GEO GSE174198 · BioProject PRJNA728721 · SRA SRP319235Early infection and tissue adaptation in an artificial human skin model
Corrected and verified · 已纠正并核实
ORGANISM

Trypanosoma brucei (repository organism label)

ORGANISM IDENTIFIER

NCBI Taxonomy:5691

STRAIN / ISOLATE

Pleomorphic T. brucei EATRO 1125 AnTat 1.1 (main single-parasite RNA-seq study)

TECHNOLOGY

SMART-Seq v4 Ultra Low Input RNA Kit with Nextera XT

CATALOGUE CELLS

170 · 139 metacyclic/skin time-course cells plus 31 bloodstream-form cells passing author QC

SAMPLE CONTEXT

Metacyclic forms, 4 h, 12 h, 24 h and 7 d skin time points, plus bloodstream forms

REFERENCE

TREU927 release 48 plus ERCC sequences; RNASTAR 2.6.1b; featureCounts 2.0.1

EXPRESSION LAYER

139-cell normalized MCF/skin table and separate 31-cell integer BSF count table

COORDINATE LAYER

No reusable author PCA coordinates deposited; portal provides a non-analytical sample index

PORTAL OPERATION

Source-separated display and selection only; no PCA tracing, reconstructed embedding or matrix merging

ARTICLE LICENCE

Article: CC BY 4.0

DATA LICENCE

No separate data-file licence was recorded in the GEO audit; repository terms and source authorship remain controlling

CODE

The paper mentions GitHub, but the official article pages expose no verifiable repository URL

CODE LICENCE

Not verified because an official code repository URL is unresolved

PORTAL METADATA LICENCE

Not yet assigned; no reuse licence is implied for portal-curated metadata

KNOWN BOUNDARY

The 139-cell MCF/skin normalized table and 31-cell BSF integer-count table use different units and are never merged. Reusable author PCA coordinates were not deposited; the portal sample index is explicitly non-analytical. Methods specify the SMART-Seq v4 kit, while the Figure 4 caption calls the workflow Smart-seq2/Nextera.

05
BioStudies E-MTAB-14406 · ENA ERP163729 · Bulk RNA-seq E-MTAB-14400 · UTR annotation Zenodo 14229160 · Code archive Zenodo 19498217In-vitro Trypanosoma cruzi Silvio X10/7 A1 lifecycle single-cell atlas
Verified with boundary · 已核实,附边界
ORGANISM

Trypanosoma cruzi

ORGANISM IDENTIFIER

NCBI Taxonomy:5693

STRAIN / ISOLATE

Silvio X10/7 A1 (MHOM/BR/78/Silvio lineage)

TECHNOLOGY

Chromium Next GEM Single Cell 3′ Reagent Kit v3.1

CATALOGUE CELLS

31,065 · Valid cells retained after author quality control

SAMPLE CONTEXT

Epimastigote, metacyclic, trypomastigote and amastigote lifecycle stages

REFERENCE

Author mapping: Dm28c 2018 plus maxicircle with 3′ UTRs extended by 2,500 bp; GRCh38 was added for AMA6/24, EP/AMA120 and MIX but not SE/MT or CDT; Cell Ranger 6.0.0. The related UTR annotation asset uses TriTrypDB release 68.

EXPRESSION LAYER

Author CELL×GENE active signed scaled matrix; not raw counts

COORDINATE LAYER

Author UMAP and PCA

PORTAL OPERATION

CELL×GENE response decoding and display-coordinate rounding only; no rescaling of expression or reanalysis

ARTICLE LICENCE

Article: CC BY 4.0

DATA LICENCE

E-MTAB-14406 data-file licence not independently verified; related UTR asset Zenodo 14229160 is CC BY 4.0

CODE

Author repository: github.com/No2Ross/TcruziAtlas; immutable code archive: Zenodo 19498217

CODE LICENCE

A code-specific licence has not yet been independently verified

PORTAL METADATA LICENCE

Not yet assigned; no reuse licence is implied for portal-curated metadata

KNOWN BOUNDARY

BioStudies exposes IDF/SDRF metadata and raw-read links but no processed count matrix. The author CELL×GENE active matrix contains signed scaled values, not raw counts. Silvio X10/7 A1 is the biological strain; Dm28c 2018 is the mapping reference.

06
BioProject PRJNA1200704 · SRA SRR31781067 · Zenodo 18760090Mammalian-stage Trypanosoma cruzi Dm28c single-cell transcriptomics
Verified with boundary · 已核实,附边界
ORGANISM

Trypanosoma cruzi

ORGANISM IDENTIFIER

NCBI Taxonomy:5693

STRAIN / ISOLATE

DM28c

TECHNOLOGY

Chromium Next GEM Single Cell 3′ v3.1 after methanol fixation

CATALOGUE CELLS

3,151 · Final retained singlets after removing 41 doublets from 3,192 post-QC cells

SAMPLE CONTEXT

Amastigotes and cell-derived trypomastigotes obtained from infected rat H9c2 myoblasts (ATCC CRL-1446), plus transitional cells

REFERENCE

Dm28c 2018 genome, TriTrypDB release 62, combined with Dm28c maxicircle kDNA; 11,362 3′ UTRs annotated with peaks2UTR; kallisto bustools 0.51.1

EXPRESSION LAYER

Two author-deposited real-valued kallisto bustools technical matrices

COORDINATE LAYER

Final author UMAP coordinates and post-doublet cell metadata are not deposited

PORTAL OPERATION

Source and workflow indexing only; no reconstructed atlas or inferred final labels

ARTICLE LICENCE

eLife article: CC BY

DATA LICENCE

Zenodo record: CC BY 4.0

CODE

Public GitHub workflow audited at revision 0396b4d7b3e3089b302997166e76dc69b0423d1e

CODE LICENCE

A code-specific licence has not yet been independently verified

PORTAL METADATA LICENCE

Not yet assigned; no reuse licence is implied for portal-curated metadata

KNOWN BOUNDARY

Final post-doublet metadata, cluster counts, UMAP and Seurat/H5AD object are not deposited. The version-of-record Methods and current public R script use different nUMI and nGene thresholds. SRA “isolation source: Axenic culture” is a repository field and does not replace the infected-H9c2 experimental source.

04 · CITATION AND RIGHTS

引用原作者,也说明使用了本站转换

HOW TO CITE DATA

论文与仓库缺一不可

任何生物学分析应引用原始论文DOI和相应数据仓库登录号。TrypCell不是这些数据的原始生产者。

HOW TO CITE THE PORTAL VIEW

TrypCell record + release + access date

Add “TrypCell Atlas, record ID, registry release 2026.07.27.2, accessed YYYY-MM-DD” when the portal conversion, selection or audit record informed the work. The portal does not yet have a DOI.

LICENCE BOUNDARY

开放论文不自动等于开放数据

论文、数据文件、代码和本站整理内容分别判断。许可未知时显示未知;用户应在下载和再发布前查看最新仓库条款。

05 · GOVERNANCE

更正、撤回、隐私与可访问性

CORRECTION

Scientific corrections can be proposed through the public correction form. An accepted correction creates a versioned change note and never silently replaces source values.

Submit a correction →
WITHDRAWAL

Policy target: a withdrawn record keeps a public tombstone with its ID, reason, date and replacement link. The registry schema does not yet publish a withdrawn state.

PRIVACY

Public atlas use and contribution need no account. Submission contact details are kept separate from released scientific records and are limited to review and audit needs.

Read privacy notice →
ACCESSIBILITY

WCAG 2.2 AA is the implementation target, not a current conformance claim. Keyboard and non-visual alternatives remain part of the formal audit backlog.

REPORT AN ISSUE

The public submission form includes a correction mode. Reports enter the same traceable scientific review queue and never overwrite a released record automatically.

Submit a correction →
CLINICAL BOUNDARY

TrypCell is a research resource and must not be used for diagnosis, treatment or other clinical decision-making.