Integration of cell-type resolved spatial proteomics and transcriptomics reveals novel mechanisms in early ovarian cancer
Metousis, A.; Kenny, H. A.; Shimizu, A.; Schweizer, L.; Ben-Moshe, S.; Bilecz, A.; Krishnan, R.; Zhang, J.; Alcazar, I.; Kelliher, L.; Ravi, M.; Samantaray, T.; Richter, S.; Li, Y.; Wang, J.; Steigerwald, S.; Theis, F. J.; Rosenberger, F. A.; Nordmann, T.; Yamada, S. D.; Lastra, R.; Mann, M.; Lengyel, E.
Show abstract
High-grade serous carcinoma (HGSC) is the most common ovarian cancer subtype, typically diagnosed at late stages with poor prognosis. Understanding early molecular events driving HGSC progression is crucial for timely detection and development of effective treatment strategies. We performed and integrated spatial cell-type resolved proteomics and paired transcriptomics across 25 women with precursor lesions of the fallopian tube and/or HGSC. Epithelial cell signatures revealed early activation of SUMOylation machinery, increased ATR and Wnt signaling, and enhanced MHC-I antigen presentation along the disease trajectory. The stroma exhibited extracellular matrix remodeling and interferon-mediated inflammation. Serous tubal intraepithelial carcinomas (STICs) in cancer patients contained a pro-coagulative signature and reduced APOA1/2 compared to STICs in individuals without cancer. We functionally established important roles of epithelial-derived TRIP13 and SUMOylation, and cancer-associated fibroblast-derived SULF1 and BGN in HGSC progression. These findings provide unique molecular insights into HGSC pathogenesis and identify potential new therapeutic targets for intervention.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mapping and modeling human colorectal carcinoma interactions with the tumor microenvironment 97%
- Reconstructing disease dynamics for mechanistic insights and clinical benefit 96%
- Single-Cell RNA Sequencing Reveals the Effects of Chemotherapy on Human Pancreatic Adenocarcinoma and its Tumor Microenvironment 96%
Similar papers in this journal
- Microenvironment shapes small-cell lung cancer neuroendocrine states and presents therapeutic opportunities 97%
- Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers 95%
- Determination of permissive and restraining cancer-associated fibroblast (DeCAF) subtypes 95%
Similar papers in this journal
- Functional and spatial proteomics profiling reveals intra- and intercellular signaling crosstalk in colorectal cancer 95%
- Multimodal analysis unveils tumor microenvironment heterogeneity linked to immune activity and evasion 95%
- Multilevel Plasticity and Altered Glycosylation Drive Aggressiveness in Hypoxic and Glucose-Deprived Bladder Cancer Cells 94%
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.