2016
Three-factor models versus time series models: quantifying time-dependencies of interactions between stimuli in cell biology and psychobiology for short longitudinal data
Frank TD, Kiyatkin A, Cheong A, Kholodenko BN. Three-factor models versus time series models: quantifying time-dependencies of interactions between stimuli in cell biology and psychobiology for short longitudinal data. Mathematical Medicine And Biology A Journal Of The IMA 2016, 34: 177-191. PMID: 27079221, DOI: 10.1093/imammb/dqw001.Peer-Reviewed Original ResearchConceptsBeta-adrenoceptor agonist clenbuterolGlucocorticoid receptor systemHuman embryonic kidney 293 cellsEmbryonic kidney 293 cellsAgonist clenbuterolTumor necrosisCritical time windowExtracellular signal-regulated kinases 1Mood disordersAntagonist drugsEpidermal growth factorAnimal studiesKidney 293 cellsCell responsesSignal-regulated kinases 1Behavioral levelGrowth factorCertain antagonistsLongitudinal dataERK activationHEK293 cellsKinase 1Cellular levelTime effectsTranscriptional activity
2004
Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite data
Sontag E, Kiyatkin A, Kholodenko BN. Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite data. Bioinformatics 2004, 20: 1877-1886. PMID: 15037511, DOI: 10.1093/bioinformatics/bth173.Peer-Reviewed Original Research