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Omics · study · 2026

A contamination-adjusted tissue thrombopoietic framework identifies a clinically relevant CAF-myeloid niche in non-small cell lung cancer: a paired transcriptomic and survival study

Listed in NCBI GEO

Platelet-related cancer biology is often studied through circulating markers, but tissue-centered thrombopoietic programs in lung cancer are difficult to distinguish from blood-contamination artifacts.

Description

In this study, paired bulk RNA-seq profiles were generated from human non-small cell lung cancer tumor tissues and matched adjacent non-tumor lung tissues. Sample identifiers beginning with C denote tumor tissue libraries, and identifiers beginning with N denote matched adjacent non-tumor tissue libraries; shared numeric suffixes indicate patient pairing.

These data were used as the local discovery layer for a contamination-adjusted megakaryopoiesis-platelet tumor axis (MPTA) framework. The analysis combined paired differential expression, explicit contamination-aware score construction, public single-cell and spatial reference analyses, external cohort assessment, and local clinicopathologic and survival evaluation. The deposited sequencing data support the tumor-adjacent transcriptomic comparisons and locked tissue-centered MPTA score construction described in the manuscript.

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From keywords
Life Sciences
Inferred from text
Cancer 75% · RNA sequencing 65% · Sequencing 75%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE32938011 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[disease].local:disease:cancerenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[modality].local:modality:sequencingenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title