Profiling of biological relationships between different molecular layers dissects regulatory mechanisms that ultimately determine cellular function. To thoroughly assess the role of protein post-translational turnover, we devised a strategy combining pulse stable isotope-labeled amino acids in cells (pSILAC), data-independent acquisition mass spectrometry (DIA-MS), and a novel data analysis framework that resolves protein degradation rate on the level of mRNA alternative splicing isoforms and isoform groups. We demonstrated our approach by the genome-wide correlation analysis between mRNA amounts and protein degradation across different strains of HeLa cells that harbor a high grade of gene dosage variation. The dataset revealed that specific biological processes, cellular organelles, spatial compartments of organelles, and individual protein isoforms of the same genes could have distinctive degradation rate. The protein degradation diversity thus dissects the corresponding buffering or concerting protein turnover control across cancer cell lines. The data further indicate that specific mRNA splicing events such as intron retention significantly impact the protein abundance levels. Our findings support the tight association between transcriptome variability and proteostasis and provide a methodological foundation for studying functional protein degradation.
- Klíčová slova
- DIA mass spectrometry, alternative splicing, protein turnover, proteomics, pulsed SILAC,
- MeSH
- alternativní sestřih MeSH
- HeLa buňky MeSH
- hmotnostní spektrometrie MeSH
- izoformy RNA genetika metabolismus MeSH
- izotopové značení metody MeSH
- lidé MeSH
- messenger RNA genetika metabolismus MeSH
- protein - isoformy analýza metabolismus MeSH
- proteiny analýza metabolismus MeSH
- proteolýza MeSH
- proteomika metody MeSH
- průběh práce MeSH
- regulace genové exprese u nádorů MeSH
- Check Tag
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- izoformy RNA MeSH
- messenger RNA MeSH
- protein - isoformy MeSH
- proteiny MeSH
RNA editing by targeted insertion and deletion of uridine is crucial to generate translatable mRNAs from the cryptogenes of the mitochondrial genome of kinetoplastids. This type of editing consists of a stepwise cascade of reactions generally proceeding from 3' to 5' on a transcript, resulting in a population of partially edited as well as pre-edited and completely edited molecules for each mitochondrial cryptogene of these protozoans. Often, the number of uridines inserted and deleted exceed the number of nucleotides that are genome-encoded. Thus, analysis of kinetoplastid mitochondrial transcriptomes has proven frustratingly complex. Here we present our analysis of Leptomonas pyrrhocoris mitochondrial cDNA deep sequencing reads using T-Aligner, our new tool which allows comprehensive characterization of RNA editing, not relying on targeted transcript amplification and on prior knowledge of final edited products. T-Aligner implements a pipeline of read mapping, visualization of all editing states and their coverage, and assembly of canonical and alternative translatable mRNAs. We also assess T-Aligner functionality on a more challenging deep sequencing read input from Trypanosoma cruzi. The analysis reveals that transcripts of cryptogenes of both species undergo very complex editing that includes the formation of alternative open reading frames and whole categories of truncated editing products.
- MeSH
- editace RNA * MeSH
- genom mitochondriální genetika MeSH
- genom protozoální genetika MeSH
- izoformy RNA genetika metabolismus MeSH
- mitochondrie genetika metabolismus MeSH
- RNA mitochondriální genetika metabolismus MeSH
- RNA protozoální genetika metabolismus MeSH
- sestřih RNA MeSH
- stanovení celkové genové exprese metody MeSH
- Trypanosoma brucei brucei genetika metabolismus MeSH
- Trypanosomatina genetika metabolismus MeSH
- výpočetní biologie metody MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- izoformy RNA MeSH
- RNA mitochondriální MeSH
- RNA protozoální MeSH