TY - JOUR
T1 - Single nucleus multi-omics regulatory landscape of the murine pituitary
AU - Ruf-Zamojski, Frederique
AU - Zhang, Zidong
AU - Zamojski, Michel
AU - Smith, Gregory R.
AU - Mendelev, Natalia
AU - Liu, Hanqing
AU - Nudelman, German
AU - Moriwaki, Mika
AU - Pincas, Hanna
AU - Castanon, Rosa Gomez
AU - Nair, Venugopalan D.
AU - Seenarine, Nitish
AU - Amper, Mary Anne S.
AU - Zhou, Xiang
AU - Ongaro, Luisina
AU - Toufaily, Chirine
AU - Schang, Gauthier
AU - Nery, Joseph R.
AU - Bartlett, Anna
AU - Aldridge, Andrew
AU - Jain, Nimisha
AU - Childs, Gwen V.
AU - Troyanskaya, Olga G.
AU - Ecker, Joseph R.
AU - Turgeon, Judith L.
AU - Welt, Corrine K.
AU - Bernard, Daniel J.
AU - Sealfon, Stuart C.
N1 - Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12/1
Y1 - 2021/12/1
N2 - To provide a multi-omics resource and investigate transcriptional regulatory mechanisms, we profile the transcriptome, chromatin accessibility, and methylation status of over 70,000 single nuclei (sn) from adult mouse pituitaries. Paired snRNAseq and snATACseq datasets from individual animals highlight a continuum between developmental epigenetically-encoded cell types and transcriptionally-determined transient cell states. Co-accessibility analysis-based identification of a putative Fshb cis-regulatory domain that overlaps the fertility-linked rs11031006 human polymorphism, followed by experimental validation illustrate the use of this resource for hypothesis generation. We also identify transcriptional and chromatin accessibility programs distinguishing each major cell type. Regulons, which are co-regulated gene sets sharing binding sites for a common transcription factor driver, recapitulate cell type clustering. We identify both cell type-specific and sex-specific regulons that are highly correlated with promoter accessibility, but not with methylation state, supporting the centrality of chromatin accessibility in shaping cell-defining transcriptional programs. The sn multi-omics atlas is accessible at snpituitaryatlas.princeton.edu.
AB - To provide a multi-omics resource and investigate transcriptional regulatory mechanisms, we profile the transcriptome, chromatin accessibility, and methylation status of over 70,000 single nuclei (sn) from adult mouse pituitaries. Paired snRNAseq and snATACseq datasets from individual animals highlight a continuum between developmental epigenetically-encoded cell types and transcriptionally-determined transient cell states. Co-accessibility analysis-based identification of a putative Fshb cis-regulatory domain that overlaps the fertility-linked rs11031006 human polymorphism, followed by experimental validation illustrate the use of this resource for hypothesis generation. We also identify transcriptional and chromatin accessibility programs distinguishing each major cell type. Regulons, which are co-regulated gene sets sharing binding sites for a common transcription factor driver, recapitulate cell type clustering. We identify both cell type-specific and sex-specific regulons that are highly correlated with promoter accessibility, but not with methylation state, supporting the centrality of chromatin accessibility in shaping cell-defining transcriptional programs. The sn multi-omics atlas is accessible at snpituitaryatlas.princeton.edu.
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U2 - 10.1038/s41467-021-22859-w
DO - 10.1038/s41467-021-22859-w
M3 - Article
C2 - 33976139
AN - SCOPUS:85105767753
SN - 2041-1723
VL - 12
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 2677
ER -