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Omics · study · 2026

Gene expression profile at single cell level of cerebrospinal fluid (CSF) cells from lung adenocarcinoma leptomeningeal metastases patients (LUAD LM)

Listed in NCBI GEO

Lung adenocarcinoma (LUAD)-derived leptomeningeal metastases (LM) represent a predominant subtype among all LM cases.

Description

Nevertheless, the cerebrospinal fluid (CSF) profile of LUAD-LM patients remains poorly characterized and reliable CSF diagnostic biomarkers for LUAD-LM have yet to be established. Using single-cell RNA sequencing data of CSF cells from six LUAD-LM patients, we drew a systematic transcriptomic atlas of the CSF cellular landscape.

Our analysis revealed that LUAD-LM reprograms CSF into an immunosuppressive state, marked by the emergence of pro-tumoral LGMN-SELENOPhigh macrophages and proliferating CSF circulating tumor cells (CSF-CTC). Cell-cell communication analysis showed that CSF-CTC reinforces immunosuppression by co-inhibitory checkpoint axis NECTIN2_TIGIT axis with the CD8+T/NK cells, and via CD47_SIRPA axis with antigen-presenting cells. Furthermore, we identified the single-cell transcriptomic difference between CSF-CTC and tumor cells of parenchymal brain metastases (PBM).

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Notably, Trophoblast cell surface antigen 2 (TROP2) levels in CSF were significantly elevated in LUAD-LM patients versus both normal controls (NC) and LUAD patients without LM (Non-LM). It showed strong diagnostic accuracy for distinguishing LUAD LM from Non-LM or NC, and PBM did not influence the CSF TROP2 level. Collectively, our findings advance the understanding of LUAD-LM pathogenesis and highlight the potential of CSF TROP2 as a diagnostic biomarker for LM.

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Life Sciences
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Cancer 65% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 75%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE27613914 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 (65%)
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 (75%)
concepts[modality].local:modality:sequencingenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:single-cell-rna-seqenrichment · 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