Evidence map›Paper›PMID 33976139›Full record

ArticleNature communications2021

Single nucleus multi-omics regulatory landscape of the murine pituitary.

Frederique Ruf-Zamojski, Zidong Zhang, Michel Zamojski, Gregory R Smith, Natalia Mendelev, Hanqing Liu, German Nudelman, Mika Moriwaki, Hanna Pincas, Rosa Gomez Castanon and 18 more

Abstract read
In one paragraph

Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

49 citing papers in PubMed.

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  16. Principled PCA separates signal from noise in omics count data.bioRxiv : the preprint server for biology · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

Frederique Ruf-ZamojskiDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA. frederique.ruf-zamojski@mssm.edu.ORCID 0000-0002-2451-8598
Zidong ZhangLewis-Sigler Institute for Integrative Genomics, and Graduate Program in Quantitative and Computational Biology, Princeton University, Princeton, NJ, USA.ORCID 0000-0002-6917-8195
Michel ZamojskiDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Gregory R SmithDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Natalia MendelevDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.ORCID 0000-0001-8596-2986
Hanqing LiuGenomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.
German NudelmanDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Mika MoriwakiDivision of Endocrinology and Metabolism, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0003-2169-266X
Hanna PincasDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Rosa Gomez CastanonGenomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.ORCID 0000-0003-1791-002X
Venugopalan D NairDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Nitish SeenarineDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Mary Anne S AmperDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Xiang ZhouDept. of Pharmacology and Therapeutics, McGill University, Montreal, QC, Canada.
Luisina OngaroDept. of Pharmacology and Therapeutics, McGill University, Montreal, QC, Canada.
Chirine ToufailyDept. of Pharmacology and Therapeutics, McGill University, Montreal, QC, Canada.
Gauthier SchangDept. of Pharmacology and Therapeutics, McGill University, Montreal, QC, Canada.
Joseph R NeryGenomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.ORCID 0000-0003-0153-5659
Anna BartlettGenomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.
Andrew AldridgeGenomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.ORCID 0000-0003-1962-8802
Nimisha JainDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA.
Gwen V ChildsUniversity of Arkansas for Medical Sciences, Little Rock, AR, USA.ORCID 0000-0003-3764-1373
Olga G TroyanskayaLewis-Sigler Institute for Integrative Genomics, and Graduate Program in Quantitative and Computational Biology, Princeton University, Princeton, NJ, USA.ORCID 0000-0002-5676-5737
Joseph R EckerGenomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.ORCID 0000-0001-5799-5895
Judith L TurgeonDepartment of Internal Medicine, University of California, Davis, CA, USA.
Corrine K WeltDivision of Endocrinology and Metabolism, University of Utah, Salt Lake City, UT, USA.
Daniel J BernardDept. of Pharmacology and Therapeutics, McGill University, Montreal, QC, Canada.ORCID 0000-0001-5365-5586
Stuart C SealfonDepartment of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY, USA. stuart.sealfon@mssm.edu.ORCID 0000-0001-5791-1217

Funding

Viral Vector Core (VVC)P30CA014195 · NCI · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI Reuben Shaw · 1985 to 2026
$82.8M
MOLECULAR MECHANISM OF AGONISM AT THE GNRH RECEPTORR01DK046943 · NIDDK · MOUNT SINAI SCHOOL OF MEDICINE OF NYU · PI STUART C. SEALFON · 1993 to 2026
$11.0M
Control of pituitary cell plasticity through regulated mRNA translationR01HD093461 · NICHD · UNIV OF ARKANSAS FOR MED SCIS · PI CHILDS, GWEN V, MACNICOL, ANGUS M · 2018 to 2022
$3.1M
Primary Ovarian Insufficiency: Etiology and Comorbid DiseaseR01HD099487 · NICHD · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI CORRINE K WELT · 2019 to 2026
$2.7M
Post-transcriptional Pathways that Signal Leptin Regulation of GonadotropesR01HD087057 · NICHD · UNIV OF ARKANSAS FOR MED SCIS · PI CHILDS, GWEN V, MACNICOL, ANGUS M · 2016 to 2020
$2.3M
The Impact of Obesity on Somatotrope FunctionR01DK127723 · NIDDK · UNIV OF ARKANSAS FOR MED SCIS · PI CHILDS, GWEN V, MACNICOL, ANGUS M · 2021 to 2024
$2.3M
Big Omics Data Engine 2 SupercomputerS10OD026880 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KOVATCH, PATRICIA · 2019 to 2019
$2.0M
Tropic Roles for Leptin in the Maturation of SomatotropesR01DK113776 · NIDDK · UNIV OF ARKANSAS FOR MED SCIS · PI CHILDS, GWEN V, MACNICOL, ANGUS M · 2017 to 2020
$1.8M
The Genetics of Polycystic Ovary SyndromR01HD065029 · NICHD · MASSACHUSETTS GENERAL HOSPITAL · PI WELT, CORRINE K · 2010 to 2014
$1.7M
Integrated systems biology of the pituitaryR56DK046943 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI SEALFON, STUART C. · 2006 to 2024
$555k
Howard Hughes Medical InstituteNCI NIH HHS P30 CA014195NICHD NIH HHS R01 HD065029NICHD NIH HHS R01 HD087057NICHD NIH HHS R01 HD093461NICHD NIH HHS R01 HD099487NIDDK NIH HHS R01 DK046943NIDDK NIH HHS R01 DK113776NIDDK NIH HHS R01 DK127723NIDDK NIH HHS R56 DK046943NIH HHS S10 OD026880
6 · The paper itself

Abstract

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.

Indexed as

DNA MethylationGene Regulatory NetworksAnimalsChromatinFemaleGene Expression RegulationMaleMiceMice, Inbred C57BLModels, GeneticPituitary GlandPromoter Regions, GeneticRegulonSex FactorsTranscriptomeChromatin

Identifiers

PMID33976139
PMCPMC8113460

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.