Omics · study · 2026
RNA-seq datasets of Blood transcriptomics reveals the value of Hub genes in patients with NTM - PD
Listed in NCBI GEO
To identify and validate peripheral blood mRNA signatures as non-invasive diagnostic biomarkers for nontuberculous mycobacterial pulmonary disease (NTM-PD), we performed an integrated transcriptomic analysis combining scRNA-seq and bulk RNA sequencing (RNA-seq), followed by experimental validation.
Description
Peripheral blood samples were collected from a total of 8 participants, including 3 patients with Mycobacterium avium complex pulmonary disease (MAC-PD), 3 patients with Mycobacterium abscessus pulmonary disease (MAB-PD), and 2 healthy controls (HC).
All samples were subjected to scRNA-seq to dissect the single-cell transcriptomic landscape of peripheral blood, and paired bulk RNA-seq was conducted simultaneously to achieve comprehensive transcriptomic profiling. Integrated analysis of scRNA-seq and bulk RNA-seq datasets revealed that eight core genes were significantly upregulated in NTM-PD patients compared with HCs. Notably, this gene signature exhibited superior specificity relative to other candidate gene combinations, highlighting its potential as a diagnostic biomarker for NTM-PD.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE341nnn/GSE341473 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE341473 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1390390 ncbi.nlm.nih.gov/bioproject/PRJNA1390390 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Disease 75% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE341473 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:single-cell-rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |