Bioinformatics AdvancesCancer BiologyPeer-reviewed journal article
Bioinformatic analysis of metastasis-associated metabolic landscape reveals an oncogenic role for the transsulfuration pathway
Abstract
Cancer metastasis is a leading cause of cancer-related deaths, while its underlying mechanisms remain incompletely understood. To colonize distant organs, cancer cells reprogram their metabolism to adapt to diverse environmental challenges. Therefore, elucidating the metabolic pathways that drive cancer metastasis will uncover novel biomarkers and therapeutic targets. In this study, we integrated published datasets and systematically analyzed metabolites across multiple cancer cell lines. This large-scale bioinformatic analysis revealed distinct metabolites and metabolic pathways associated with organ-specific metastasis, and underscored the crucial role of tissue of origin in shaping the metabolic landscape of metastatic tumors. Notably, the transsulfuration pathway (also known as the cysteine and methionine metabolism) was strongly enriched in cancer cells with high metastatic potential. We validated this finding in pancreatic cancer, where the pathway enzyme cystathionine {beta}-synthase (CBS) and its metabolic products were highly expressed in metastatic cancer cells. Targeting the transsulfuration pathway either by methionine deprivation or pharmacological inhibition of CBS significantly impaired the migration and invasion of metastatic pancreatic cancer cells. Taken together, our study not only provides a global view of the altered metabolic landscape in metastasis, but also identifies the transsulfuration pathway as an oncogenic driver and a therapeutic target for pancreatic cancer metastasis.
- organism: human
- assay: metabolomics
- research focus: metabolism & bioenergetics
- research focus: cancer & tumor microenvironment
- approach: biophysical modeling
- approach: statistical model
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 16th percentile
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Targeting one-carbon metabolic vulnerabilities of metastasis with therapeutic potential
Yanlin Yu, W C Chen, Glenn T Merlino·bioRxiv·Feb 10, 2026
- Single-cell informed metabolic modeling reveals organ-specific metabolic adaptations in breast cancer organotropism
Garhima Arora, Samrat Chatterjee·bioRxiv·Oct 7, 2026
- Pan-cancer analysis of transcriptional metabolic dysregulation using The Cancer Genome Atlas
Spencer R. Rosario, Mark D. Long, … Dominic J. Smiraglia·Nature CommunicationsPeer-reviewed·Dec 10, 2018
- Thiol methyltransferase METTL7B coordinates lipid metabolism and promotes tumor progression in pancreatic cancer
Shuhei Mitsutomi, Daisuke Saigusa, … Kentaro Kawata·bioRxiv·Apr 11, 2026
- Pan-cancer metabolic landscapes: A multi-omics view
Yiguang Bai, Qiaoling Chen, Y. D. Li·Journal of Proteome ResearchPeer-reviewed·Aug 27, 2026
- Divergent use of metabolic fluxes in breast cancer metastasis