Constarium
← Search

Table · dataset · 2021

Epithelial-mesenchymal transition status is the main driver of intrinsic metabolism in cancer cell lines

Listed in ETH Zürich Research Collection

A fundamental feature of cancer cells is genomic heterogeneity.

Description

It is a main driver of phenotypic differences, including the response to drugs, and therefore a key factor in therapy selection. Motivated by the increasing role attributed to metabolic reprogramming in tumor development, we wondered how genomic heterogeneity affects metabolic phenotype.

To this end, we profiled the intracellular metabolome of 180 cancer cell lines grown in similar conditions to exclude environmental factors. For each cell line, we estimate activity for 49 pathways across the whole metabolic network. Upon clustering of activity data, we found a convergence into only two major metabolic types.

Read the rest (2 more)

These were further characterized by 13C-flux analysis, lipidomics, and analysis of sensitivity to perturbations. These experiments revealed differences in lipid, mitochondrial, and carbohydrate metabolism between the two major types. Finally, a thorough integration of our metabolic data with multiple omics data, revealed a strong association with markers of epithelial-mesenchymal transition (EMT).

Our analysis indicates that in absence of variations imposed by the microenvironment, the metabolism of cancer cell lines falls into only a few major classes despite genetic heterogeneity.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Cancer 75% · Oncology and carcinogenesis 73%
Provenance · 1 source records, 20 field assertions
SourceKeyLast seenRaw
ETH Zürich Research Collectionoai:www.research-collection.ethz.ch:20.500.11850/51178411 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[disease].local:disease:cancerenrichment · research collection ethz chkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3211enrichment · research collection ethz chtaxonomy-embedding@1.0.0title+keywords+description (73%)
concepts[field].local:field:chemistrymapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:computer-science-aimapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:earth-environmentalmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:economics-financemapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:engineeringmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:humanitiesmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:life-sciencesmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:materials-sciencemapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:medicine-healthmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:physicsmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:psychology-behavioralmapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
concepts[field].local:field:social-sciencemapping · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
descriptionsource · research collection ethz chconnector:research_collection_ethz_ch@1.0.0/metadata/dc/description
licensesource · research collection ethz chconnector:research_collection_ethz_ch@1.0.0/metadata/dc/rights
publication_datesource · research collection ethz chconnector:research_collection_ethz_ch@1.0.0
titlesource · research collection ethz chconnector:research_collection_ethz_ch@1.0.0/metadata/dc/title