Jin A Lee, Young Ran Kweon
[Factors affecting social competence in school-aged children according to alcohol consumption by parents']
Journal of Korean Academy of Nursing
singlecell rna sequencing scrnaseq recent technology allows measurement expression genes individual cell contained sample information singlecell level shown extremely useful many areas however performing singlecell experiments expensive although cellular deconvolution cannot provide comprehensive information singlecell experiments extract celltype information bulk rna data therefore allows researchers conduct studies celltype resolution existing bulk datasets reasons great effort made develop methods cellular deconvolution large number methods available requirement coding skills inadequate documentation lack performance assessment make extremely difficult life scientists choose suitable method experiment paper aims fill gap providing comprehensive review 53 deconvolution methods regarding methodology applications performance outstanding challenges importantly article presents benchmarking 53 methods using 283 cell types 30 tissues 63 individuals also provide r package named deconbenchmark allows readers execute benchmark reviewed methods httpsgithubcomtinnlabdeconbenchmark