Data-independent acquisition method for ubiquitinome analysis reveals regulation of circadian biology.
Fynn M HansenMaria C TanzerFranziska BrüningIsabell BludauChe StaffordBrenda A SchulmanMaria S RoblesÖzge KarayelMatthias MannPublished in: Nature communications (2021)
Protein ubiquitination is involved in virtually all cellular processes. Enrichment strategies employing antibodies targeting ubiquitin-derived diGly remnants combined with mass spectrometry (MS) have enabled investigations of ubiquitin signaling at a large scale. However, so far the power of data independent acquisition (DIA) with regards to sensitivity in single run analysis and data completeness have not yet been explored. Here, we develop a sensitive workflow combining diGly antibody-based enrichment and optimized Orbitrap-based DIA with comprehensive spectral libraries together containing more than 90,000 diGly peptides. This approach identifies 35,000 diGly peptides in single measurements of proteasome inhibitor-treated cells - double the number and quantitative accuracy of data dependent acquisition. Applied to TNF signaling, the workflow comprehensively captures known sites while adding many novel ones. An in-depth, systems-wide investigation of ubiquitination across the circadian cycle uncovers hundreds of cycling ubiquitination sites and dozens of cycling ubiquitin clusters within individual membrane protein receptors and transporters, highlighting new connections between metabolism and circadian regulation.
Keyphrases
- electronic health record
- mass spectrometry
- high resolution
- big data
- small molecule
- multiple sclerosis
- data analysis
- liquid chromatography
- high intensity
- machine learning
- induced apoptosis
- ms ms
- gene expression
- computed tomography
- genome wide
- cell proliferation
- dna methylation
- magnetic resonance
- high performance liquid chromatography
- cell cycle arrest
- magnetic resonance imaging
- cell death
- pi k akt
- high resolution mass spectrometry