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Omics · study · 2026

Comparative Multi-Omics Evaluation of the Tumor Microenvironment in Canine and Human Hepatocellular Carcinoma

Listed in NCBI GEO

Description

Background

Liver cancer remains a leading cause of death in humans. Its primary form, hepatocellular carcinoma (HCC) is frequently resistant to chemotherapy and radiation and often shows insufficient response to immunotherapy. HCC in dogs can arise from various factors but is not typically associated with viral infections, cirrhosis, or alcohol consumption, the more common triggers of spontaneous HCC in humans.

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This distinction offers a unique comparative perspective on the intrinsic genetic drivers of the disease.

Methods

Using whole exome sequencing (WES) and single nucleus RNA sequencing (snRNA-seq) in tandem, we perform a multi-omic analysis of the dog HCC tumor. Results: Mutational analysis of impactful polymorphisms revealed a conserved cross-species landscape with genes such as CTNNB1, known for highly recurrent mutations in human HCC, showing similar alterations in dogs. In dog HCC tumors, we identified major cell types commonly observed in human HCC, including T lymphocyte, endothelial, macrophage, fibroblast, hepatocyte, malignant, and non-specific proliferating types.

A comparative analysis of intercellular interactions across human and dog HCC cell types revealed intriguing parallels, particularly in macrophage functionality. Conclusions: These findings underscore the need for expanded genetic studies of dog HCC to further elucidate cross-species commonalities, offering deeper insights into key aspects of HCC biology and identifying novel therapeutic targets.

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Where it is published

Documentation and papers

Topics

From keywords
Life Sciences
Inferred from text
Cancer 75% · Disease 75% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE29230312 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[disease].local:disease:diseaseenrichment · 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 (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 (65%)
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