2022
Comprehensive visualization of cell–cell interactions in single-cell and spatial transcriptomics with NICHES
Raredon M, Yang J, Kothapalli N, Lewis W, Kaminski N, Niklason L, Kluger Y. Comprehensive visualization of cell–cell interactions in single-cell and spatial transcriptomics with NICHES. Bioinformatics 2022, 39: btac775. PMID: 36458905, PMCID: PMC9825783, DOI: 10.1093/bioinformatics/btac775.Peer-Reviewed Original ResearchConceptsCell-cell interactionsCell-cell signalingSingle-cell resolutionSingle-cell dataLocal cellular microenvironmentSingle-cell levelSpatial transcriptomics dataCell clustersExtracellular signalingTranscriptomic dataGene expression valuesSpatial transcriptomicsSignaling mechanismCellular microenvironmentNicheExpression valuesSupplementary dataSignalingTranscriptomicsComprehensive visualizationBioinformaticsInteraction
2017
Selecting the most appropriate time points to profile in high-throughput studies
Kleyman M, Sefer E, Nicola T, Espinoza C, Chhabra D, Hagood JS, Kaminski N, Ambalavanan N, Bar-Joseph Z. Selecting the most appropriate time points to profile in high-throughput studies. ELife 2017, 6: e18541. PMID: 28124972, PMCID: PMC5319842, DOI: 10.7554/elife.18541.Peer-Reviewed Original ResearchConceptsMolecular dataMouse lung developmentHigh-throughput profilingHigh-throughput studiesDNA methylationGene expressionThroughput profilingExpression dataTime series experimentsExpression valuesLung developmentSeries experimentsBiological systemsGenesMethylationMiRNAProteinProfilingExpressionTime pointsKey design strategiesLarge setAppropriate time points