2020
Data Sanitization to Reduce Private Information Leakage from Functional Genomics
Gürsoy G, Emani P, Brannon CM, Jolanki OA, Harmanci A, Strattan JS, Cherry JM, Miranker AD, Gerstein M. Data Sanitization to Reduce Private Information Leakage from Functional Genomics. Cell 2020, 183: 905-917.e16. PMID: 33186529, PMCID: PMC7672785, DOI: 10.1016/j.cell.2020.09.036.Peer-Reviewed Original ResearchConceptsFunctional genomicsSingle-cell RNA sequencingAccurate reference genomesFunctional genomics datasetsFunctional genomics experimentsOrganismal phenotypesGene regulationReference genomeNext-generation sequencingRaw readsGenomics experimentsRNA sequencingGenomic datasetsGenetic variantsGenomicsKnown individualsSequencingReadsEnvironmental samplesGenomeIlluminaPhenotypeGood statistical powerRegulationStatistical power
2014
Comparative analysis of pseudogenes across three phyla
Sisu C, Pei B, Leng J, Frankish A, Zhang Y, Balasubramanian S, Harte R, Wang D, Rutenberg-Schoenberg M, Clark W, Diekhans M, Rozowsky J, Hubbard T, Harrow J, Gerstein MB. Comparative analysis of pseudogenes across three phyla. Proceedings Of The National Academy Of Sciences Of The United States Of America 2014, 111: 13361-13366. PMID: 25157146, PMCID: PMC4169933, DOI: 10.1073/pnas.1407293111.Peer-Reviewed Original ResearchConceptsGenome evolutionLarge effective population sizesNumerous duplication eventsProtein-coding genesNumber of pseudogenesEffective population sizePotential regulatory roleDuplication eventsSelective sweepsGene familyHuman pseudogenesPrimate lineageDifferent remodeling processesPseudogenesUpstream sequencesHigh deletion ratePromoter activityBiochemical activityRegulatory rolePopulation sizePartial activityGenomePhylaDeletion rateLineages