Data · dataset · 2025
Gene expression matrix and clinical metadata for COPD, NSCLC, and NSCLC with COPD
Listed in ScienceDB
This dataset provides gene expression matrices and comprehensive clinical metadata for three patient groups: (i) COPD alone, (ii) NSCLC alone, and (iii) NSCLC with comorbid COPD.
Description
Raw RNA-seq profiles were downloaded from NCBI-GEO (accession numbers GSEXXXXX, GSEYYYYY, …), uniformly processed (batch-effect removal, duplicate removal, outlier filtering) and quantile-normalized to TPM followed by log2 transformation.
The matrix contains 19 848 protein-coding genes (including 1 133 mitochondria-related genes) as rows and samples as columns. Clinical variables comprise 26 fields such as age, sex, smoking pack-years, FEV1 %, tumor stage, histology, etc. The clean, ready-to-use data enable differential expression, WGCNA, machine-learning classification/regression, and mitochondria-focused functional analyses aimed at identifying shared or disease-specific mitochondrial gene signatures underlying COPD–NSCLC comorbidity.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.27559 ↗
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 · Social Science
- Inferred from text
- Cancer 65% · Genetics 72% · RNA sequencing 65%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.27559 | 12 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 (65%) |
| concepts[field].anzsrc:group:3105 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| 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:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:rna-seq | 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 | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |