RT Journal Article SR Electronic T1 recount3: summaries and queries for large-scale RNA-seq expression and splicing JF bioRxiv FD Cold Spring Harbor Laboratory SP 2021.05.21.445138 DO 10.1101/2021.05.21.445138 A1 Christopher Wilks A1 Shijie C. Zheng A1 Feng Yong Chen A1 Rone Charles A1 Brad Solomon A1 Jonathan P. Ling A1 Eddie Luidy Imada A1 David Zhang A1 Lance Joseph A1 Jeffrey T. Leek A1 Andrew E. Jaffe A1 Abhinav Nellore A1 Leonardo Collado-Torres A1 Kasper D. Hansen A1 Ben Langmead YR 2021 UL http://biorxiv.org/content/early/2021/05/23/2021.05.21.445138.abstract AB We present recount3, a resource consisting of over 750,000 publicly available human and mouse RNA sequencing (RNA-seq) samples uniformly processed by our new Monorail analysis pipeline. To facilitate access to the data, we provide the recount3 and snapcount R/Bioconductor packages as well as complementary web resources. Using these tools, data can be downloaded as study-level summaries or queried for specific exon-exon junctions, genes, samples, or other features. Monorail can be used to process local and/or private data, allowing results to be directly compared to any study in recount3. Taken together, our tools help biologists maximize the utility of publicly available RNA-seq data, especially to improve their understanding of newly collected data. recount3 is available from http://rna.recount.bio.Competing Interest StatementThe authors have declared no competing interest.