An integrated landscape of mRNA and protein isoforms
Kedan, A.; Zauber, H.; Wang, M.-R.; Zhu, Q.; Fang, L.; Chen, W.; Selbach, M.
Show abstract
Alternative splicing and proteolytic processing expand the functional diversity of the human proteome by generating distinct protein isoforms from a single gene. However, the extent to which transcript isoforms give rise to distinct protein products remains unclear, in part due to technical limitations in proteomic workflows. Here, we combine full-length mRNA sequencing with SDS-PAGE-based protein fractionation and quantitative mass spectrometry to construct an integrated landscape of mRNA and protein isoforms in human RPE-1 cells. To overcome the inherent ambiguity of bottom-up proteomics in isoform detection, we developed IsoFrac, a computational pipeline that resolves protein isoforms based on their migration profiles across gel fractions. This approach enabled the identification of [~]45,000 full-length transcripts, [~]32,000 ORFs, and [~]16,000 distinct protein isoforms. Comparative analyses revealed widespread translation of alternative transcripts and uncovered proteolytic processing as a major, underappreciated source of proteome complexity. Our results establish a scalable framework for isoform-resolved proteogenomics and provide a reference resource for studying the molecular diversity encoded by the human genome.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The Integration of Proteogenomics and Ribosome Profiling Circumvents Key Limitations to Increase the Coverage and Confidence of Novel Microproteins 97%
- Systematic detection of functional proteoform groups from bottom-up proteomic datasets 96%
- Imputation of label-free quantitative mass spectrometry-based proteomics data using self-supervised deep learning 96%
Similar papers in this journal
- Turnover and replication analysis by isotope labeling (TRAIL) reveals the influence of tissue context on protein and organelle lifetimes 97%
- A proximity proteomics pipeline with improved reproducibility and throughput 96%
- Causal integration of multi-omics data with prior knowledge to generate mechanistic hypotheses 95%
Similar papers in this journal
- Quantitative analysis of non-histone lysine methylation sites and lysine demethylases in breast cancer cell lines 96%
- Dynamics of single-cell protein covariation during epithelial-mesenchymal transition 96%
- Middle-down proteomics reveals dense sites of methylation and phosphorylation in arginine-rich RNA-binding proteins 95%
Similar papers in this journal
- Transcriptomic and proteomic regulation through abundant, dynamic, and independent arginine methylation by Type I and Type II PRMTs 96%
- Convergent Cerebrospinal Fluid Proteomes and Metabolic Ontologies in Humans and Animal Models of Rett Syndrome 96%
- pSNAP: Proteome-wide analysis of elongating nascent polypeptide chains 95%
"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.