Cléa Girard, Thomas Bastelica, Jessica Léone, Justine Epinat-Duclos, Léa Longo, Jérôme Prado
The relation between home numeracy practices and a variety of math skills in elementary school children
PloS one
recent years singlecell rna sequencing scrnaseq increasingly accessible researchers many fields however interpreting data demands proficiency multiple programming languages bioinformatic skills limited researchers without expertise exploring information scrnaseq data therefore tremendous need develop easytouse software covering aspects scrnaseq data analysis proposed clear analysis framework scrnaseq data emphasized fundamental crucial roles cell identity annotation abstracting analysis process three stages upstream analysis cell annotation downstream analysis framework equip researchers comprehensive understanding analysis procedure facilitate effective data interpretation leveraging developed framework engineered shaoxia analysis platform designed democratize scrnaseq analysis accelerating processing highperformance computing capabilities offering userfriendly interface accessible even wetlab researchers without programming expertise shaoxia stands powerful userfriendly opensource software automated scrnaseq analysis offering comprehensive functionality streamlined functional genomics studies shaoxia freely accessible httpwwwshaoxiacloud source code publicly available httpsgithubcomwiedenweishaoxia