Data · dataset · 2026
Re-annotation of a fixed platelet-activation gene set to its stromal sources in gastric cancer: reproducible analysis code and result tables
Listed in ScienceDB
This dataset is the fully reproducible computational archive of a bioinformatic study of the gastric cancer tumor microenvironment.
Description
It re-annotates a set of genes originally annotated by circulating-platelet-activation function (platelet-activation-annotated genes, PAG) to their actual cellular sources within gastric tumors, and quantifies how the resulting program relates to cancer-associated fibroblast (CAF) states and to the spatial distribution of CD8 T cells.The archive contains 37 R scripts organized into six ordered stages (bulk prognostic modeling, discovery single-cell cohort, spatial transcriptomics, independent single-cell replication, immunotherapy cohort, and reviewer robustness analyses); a frozen 11-gene LASSO-Cox coefficient table that is only loaded and never re-estimated downstream; four small input tables; 105 author-run result CSVs that serve as a table-by-table numerical reference; a dependency-check script; an English README with data access, directory layout, run order, random seeds and interpretive boundaries; and an MIT license.Analyses use public data: TCGA-STAD, GEO GSE84437/GSE15459/GSE183904/GSE150290/GSE251950, and ENA PRJEB25780.
Raw reads and large expression matrices are not included and must be obtained from these repositories following the README; the workflow reproduces all statistics and figures from the processed inputs. The global random seed is fixed at 2026 (42 for AUCell; 1000 CellChat permutations) and the reference environment is R 4.6.1. The archive supports result verification, method reuse, and follow-up work on stromal immune exclusion in gastric cancer.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.011ri ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Cancer 75% · Cancer cell biology 76% · Tabular 65%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.011ri | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:321101 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (76%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |