Scientific DataBioinformaticsPeer-reviewed journal article
An integrated landscape of protein expression in human cancer
Andrew F. JarnuczakiD, Hanna NajgebaueriD, Mitra BarzineiD, Deepti J KunduiD, Fatemeh Zamanzad GhavideliD, Yasset Pérez‐RiveroliD, Irene PapatheodorouiD, Alvis BrāzmaiD, Juan Antonio VizcaínoiD
Abstract
Using public proteomics datasets, mostly available through the PRIDE database, we assembled a proteomics resource for 191 cancer cell lines and 246 clinical tumour samples, across 13 cancer lineages. We found that baseline protein abundance in cell lines was generally representative of tumours. However, when considering differences in protein expression between tumour subtypes, as exemplified in the breast lineage, many of these changes were no longer recapitulated in the cell line models. Integration of proteomics and transcriptomics data suggested that the level of transcriptional control in cell lines changed significantly depending on their lineage. Additionally, in agreement with previous studies, variation in mRNA levels was often a poor predictor of changes in protein abundance. To our knowledge, this work constitutes the first meta-analysis study including cancer-related proteomics datasets. We anticipate this aggregated dataset will be of significant aid to future studies requiring a reference to baseline protein expression in cancer.
- Citations
- 64
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
- Proteomic profiling of breast cancer cell lines and models
M. Kalocsay, M. Berberich, … K. Subramanian·bioRxiv·Dec 15, 2020
- Pan-cancer proteomic map of 949 human cell lines reveals principles of cancer vulnerabilities
Emanuel Gonçalves, Rebecca C. Poulos, … Roger R. Reddel·Cancer CellPeer-reviewed·Jul 14, 2022
- Integration of proteomic data from cell lines and tumors
Cong Quan Ta, Johannes Maria Auth, … Andreas Raue·bioRxiv·Aug 24, 2026
- Integrative proteomic and phosphoproteomic profiling of prostate cell lines
Maria Katsogiannou, Jean-Baptiste Boyer, … Anaı̈s Baudot·PLoS ONEPeer-reviewed·Nov 1, 2019
- An integrated view of baseline protein expression in human tissues
Ananth Prakash, David García‐Seisdedos, … Juan Antonio Vizcaíno·Journal of Proteome ResearchPeer-reviewed·Dec 28, 2022
- CTPC, a combined transcriptome dataset of prostate cancer cell lines