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Imaging · study · 2026

Spatial membrane lipid remodeling encodes epithelial lineage and state in human colon cancer

Listed in NCBI GEO

Cancer progression is driven by profound intratumoral heterogeneity that is spatially organized within tissues, yet remains difficult to resolve at the molecular level.

Description

While transcriptomic spatial approaches have advanced rapidly, the spatial organization and functional relevance of tumor lipid metabolism remain poorly understood. Here, we present an integrative spatial multi-omic strategy that anchors high-resolution lipid imaging to transcriptome-defined cellular states.

Applying this approach to human primary and metastatic colon cancer specimens, we jointly profiled spatial lipid distributions and gene expression across tumor epithelial compartments. This approach revealed specific, spatially restricted epithelial lipid phenotypes defined by membrane phospholipid composition. These lipid phenotypes were tightly associated with transcriptional programs reflecting epithelial lineage, differentiation state, and proliferative activity.

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In addition, we observed that secretory-associated epithelial states were enriched in metastatic lesions and were associated with increased levels of DHA-containing phospholipids and transcriptional activation of peroxisomal lipid metabolic pathways. Together, these findings demonstrate that membrane phospholipid composition encodes biologically meaningful epithelial cell states within human tumors. More broadly, this work establishes a generalizable strategy for interpreting spatial lipidomic data through biologically informed integration with spatial transcriptomics, enabling cell-state–resolved metabolic phenotyping in cancer.

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Stated by source
Homo sapiens · Other
From keywords
Life Sciences
Inferred from text
Cancer 75% · Imaging 75%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE32575511 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:othersource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:imagingenrichment · 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