2020
Sex Differences in Gene Expression and Regulatory Networks across 29 Human Tissues
Lopes-Ramos C, Chen C, Kuijjer M, Paulson J, Sonawane A, Fagny M, Platig J, Glass K, Quackenbush J, DeMeo D. Sex Differences in Gene Expression and Regulatory Networks across 29 Human Tissues. Cell Reports 2020, 31: 107795. PMID: 32579922, PMCID: PMC7898458, DOI: 10.1016/j.celrep.2020.107795.Peer-Reviewed Original ResearchConceptsGene regulatory networksTranscription factorsGenotype-Tissue ExpressionRegulatory networksArchitecture of gene regulatory networksRepertoire of transcription factorsSets of transcription factorsRegulatory network structureWhole-genome expression profilingTissue-related functionsGenes associated with Parkinson's diseaseHuman healthy tissuesGene regulationGene expressionMolecular basisSystems-based analysisExpression profilesGenesAlzheimer's diseaseRegulatory processesHuman tissuesExpressionTranscriptionTissueSex differences
2017
Tissue-aware RNA-Seq processing and normalization for heterogeneous and sparse data
Paulson J, Chen C, Lopes-Ramos C, Kuijjer M, Platig J, Sonawane A, Fagny M, Glass K, Quackenbush J. Tissue-aware RNA-Seq processing and normalization for heterogeneous and sparse data. BMC Bioinformatics 2017, 18: 437. PMID: 28974199, PMCID: PMC5627434, DOI: 10.1186/s12859-017-1847-x.Peer-Reviewed Original ResearchConceptsRNA-seq data setsRNA-seqGenotype-Tissue ExpressionRNA-seq processingGenome-wide transcriptional profilingRNA-seq studiesRNA-seq dataGene filteringDownstream analysisRNA sequencingTranscriptional profilesDiverse tissuesAnalytical pipelineR packageQuality controlSignificant analytical challengeSoftware pipelineGenesRNAMulti-group studyNormalization stepAnalytical challengesResultsWeTissueExpression