Cell · 2025 · 29 citations · 57 references
Life SciencesCell BiologyMolecular BiologyCell DifferentiationProteomicsStem Cell BiologyQuantitative ProteomicsSingle-cell AnalysisSingle-cell ProteomicsHistone TurnoverInduced Pluripotent Stem CellsProtein Abundance AnalysisProtein Abundance ProfilingProtein Dynamics AnalysisProtein Turnover KineticsSingle-cell Protein QuantificationStable Isotope Labeling
Single-cell proteomics (SCPs) has advanced significantly, yet it remains largely unidimensional, focusing primarily on protein abundances. In this study, we employed a pulsed stable isotope labeling by amino acids in cell culture (pSILAC) approach to simultaneously analyze protein abundance and turnover in single cells (SC-pSILAC). Using a state-of-the-art SCP workflow, we demonstrated that two SILAC labels are detectable from ∼4,000 proteins in single HeLa cells recapitulating known biology. We performed a large-scale time-series SC-pSILAC analysis of undirected differentiation of human induced pluripotent stem cells (iPSCs) encompassing 6 sampling times over 2 months and analyzed >1,000 cells. Protein turnover dynamics highlighted differentiation-specific co-regulation of protein complexes with core histone turnover, discriminating dividing and non-dividing cells. Lastly, correlating cell diameter with the abundance of individual proteins showed that histones and some cell-cycle proteins do not scale with cell size. The SC-pSILAC method provides a multidimensional view of protein dynamics in single-cell biology.
57
clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Guangchuang Yu, Li-Gen Wang, Yanyan Han et al. · OMICS A Journal of Integrative Biology · 2012 · 38.3K citations
clusterProfiler 4.0: A universal enrichment tool for interpreting omics data
Tianzhi Wu, Erqiang Hu, Shuangbin Xu et al. · The Innovation · 2021 · 12.7K citations · Full text
Global quantification of mammalian gene expression control
Björn Schwanhäußer, Dorothea Busse, Na Li et al. · Nature · 2011 · 6.9K citations