2023
bakR: uncovering differential RNA synthesis and degradation kinetics transcriptome-wide with Bayesian hierarchical modeling
Vock I, Simon M. bakR: uncovering differential RNA synthesis and degradation kinetics transcriptome-wide with Bayesian hierarchical modeling. RNA 2023, 29: 958-976. PMID: 37028916, PMCID: PMC10275263, DOI: 10.1261/rna.079451.122.Peer-Reviewed Original ResearchConceptsBayesian hierarchical modelingAdvanced statistical modelsHierarchical modelingDifferential expression analysisStatistical modelBayesian analysisRNA synthesisExpression analysisStatistical rigorData setsR packageRNA sequencing dataCellular RNA levelsMethods addressStatistical powerKinetics of RNAImproved analysisSequencing dataModel outperformsUser-friendly softwareModelingSetRNA levelsModelDifferential kinetics
2022
Internally controlled RNA sequencing comparisons using nucleoside recoding chemistry
Courvan MCS, Niederer RO, Vock IW, Kiefer L, Gilbert WV, Simon MD. Internally controlled RNA sequencing comparisons using nucleoside recoding chemistry. Nucleic Acids Research 2022, 50: e110-e110. PMID: 36018791, PMCID: PMC9638901, DOI: 10.1093/nar/gkac693.Peer-Reviewed Original ResearchConceptsBiochemical manipulationRNA polymerase II inhibitionSodium arsenite stressSet of transcriptsNew biological understandingTranscript regulationArsenite stressMRNA associationRNA transcriptsBiological insightsHeat shockMetabolic labelBiological understandingRNA contentRNA levelsTranscriptsCell culturesII inhibitionBiological variationDDX5RibosomesMCM2RNAAbundanceRegulation
2018
Gaining insight into transcriptome‐wide RNA population dynamics through the chemistry of 4‐thiouridine
Duffy EE, Schofield JA, Simon MD. Gaining insight into transcriptome‐wide RNA population dynamics through the chemistry of 4‐thiouridine. Wiley Interdisciplinary Reviews - RNA 2018, 10: e1513. PMID: 30370679, PMCID: PMC6768404, DOI: 10.1002/wrna.1513.Peer-Reviewed Original ResearchConceptsDifferent RNA populationsRNA populationsNumerous experimental strategiesCellular RNA levelsMetabolic labeling experimentsRNA levelsRNA metabolismRNA turnoverRNA stabilityRNA transcriptionRNA sequencingMetabolic labelingPopulation dynamicsMetabolic labelTargeted incorporationRNA analysisRNA methodWhole cellsC mutationLabeling experimentsExperimental strategiesSequencingAvailable poolGenomeCells