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Data · dataset · 2025

Data underlying the research of Spatial Transcriptomics Evaluation of Drug Resistance in Non-Small Cell Lung Cancer Regulated by Multiple Mechanisms Including ABC Transporters

Listed in ScienceDB

This dataset originates from a study employing spatial transcriptomics to investigate acquired resistance mechanisms to epidermal growth factor receptor inhibitors (EGFRi) in non-small cell lung cancer (NSCLC).

Description

It integrates drug-resistance genomics and clinical data from GEO and TCGA cohorts, along with Visium HD spatial transcriptomic data (human lung cancer FFPE sample) from the 10x Genomics platform. Through integrative multi-omics analysis, it reveals the spatial coordination of multiple mechanisms—including ABC transporters (e.g., ABCC1/ABCG2), immune microenvironment remodeling (e.g., M2 macrophage polarization, T-cell exhaustion), metabolic reprogramming (e.g., lactate accumulation), and DNA repair—that collectively drive the resistant phenotype in NSCLC.

The dataset includes differentially expressed genes, enriched pathways, immune cell infiltration, spatial co-localization patterns, prognostic genes, and causal inference results, providing a multidimensional resource for understanding spatial heterogeneity in NSCLC resistance and informing future combination therapy strategies.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Cancer 75% · Oncology and carcinogenesis 74%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.3326312 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:group:3211enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (74%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:medicine-healthmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
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