Evidence map›Paper›PMID 33859189›Full record

ArticleNature communications2021

Single cell regulatory landscape of the mouse kidney highlights cellular differentiation programs and disease targets.

Zhen Miao, Michael S Balzer, Ziyuan Ma, Hongbo Liu, Junnan Wu, Rojesh Shrestha, Tamas Aranyi, Amy Kwan, Ayano Kondo, Marco Pontoglio and 4 more

Open access · goldAbstract 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 153 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
153citing papers in PubMed, 1 pooled it
16.2field-weighted citation impact, top 1% of its field
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

153 citing papers in PubMed, 1 synthesis or guideline pooled it, 217 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Epigenetic regulation of kidney development.Nature reviews. Nephrology · 2026
    Review
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  16. Hmx2 and Dmrt2 Coordinate the Differentiation of Intercalated Cell Subtypes in Kidney.Journal of the American Society of Nephrology : JASN · 2026
    Article
  17. Article
  18. Dissecting Normal and Abnormal Human Kidney Development Using Multiomics.Journal of the American Society of Nephrology : JASN · 2026
    Review
  19. Article
  20. Article

93 more citing papers are in PubMed but not listed here.

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

14 authors at 2 institutions in 2 countries.

Zhen Miao *Renal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0002-3255-9517
Michael S Balzer *Renal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0003-0508-1260
Ziyuan Ma *Renal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0002-1512-8993
Hongbo LiuRenal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.
Junnan WuRenal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0002-0624-2057
Rojesh ShresthaRenal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0001-8742-5666
Tamas AranyiRenal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.
Amy KwanDepartment of Genetics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.
Ayano KondoDepartment of Genetics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0002-2845-0279
Marco PontoglioEpigenetics and Development Laboratory, Université de Paris Inserm U1151/CNRS UMR 8253, Institut Necker Enfants Malades, Paris, France.ORCID 0000-0002-0617-7275
Junhyong KimDepartment of Biology, University of Pennsylvania, Philadelphia, PA, USA.
Mingyao LiDepartment of Epidemiology and Biostatistics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.ORCID 0000-0001-8180-0621
Klaus H KaestnerInstitute for Diabetes, Obesity, and Metabolism, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.
Katalin SusztakRenal, Electrolyte, and Hypertension Division, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA. ksusztak@pennmedicine.upenn.edu.ORCID 0000-0002-1005-3726
University of Pennsylvania · USCentre National de la Recherche Scientifique · FR

Funding

VIRAL VECTOR COREP30DK019525 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI Patrick Seale · 1986 to 2026
$48.3M
Role of the Notch Pathway in Kidney InjuryR01DK076077 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI KATALIN SUSZTAK · 2007 to 2026
$8.0M
Epigenetics of Chronic Kidney DiseaseR01DK087635 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI KATALIN SUSZTAK · 2009 to 2026
$7.0M
APOL1 associated kidney diseaseR01DK105821 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI SUSZTAK, KATALIN · 2016 to 2024
$4.6M
NIDDK NIH HHS P30 DK019525NIDDK NIH HHS R01 DK076077NIDDK NIH HHS R01 DK087635NIDDK NIH HHS R01 DK105821
6 · The paper itself

Abstract

Determining the epigenetic program that generates unique cell types in the kidney is critical for understanding cell-type heterogeneity during tissue homeostasis and injury response. Here, we profile open chromatin and gene expression in developing and adult mouse kidneys at single cell resolution. We show critical reliance of gene expression on distal regulatory elements (enhancers). We reveal key cell type-specific transcription factors and major gene-regulatory circuits for kidney cells. Dynamic chromatin and expression changes during nephron progenitor differentiation demonstrates that podocyte commitment occurs early and is associated with sustained Foxl1 expression. Renal tubule cells follow a more complex differentiation, where Hfn4a is associated with proximal and Tfap2b with distal fate. Mapping single nucleotide variants associated with human kidney disease implicates critical cell types, developmental stages, genes, and regulatory mechanisms. The single cell multi-omics atlas reveals key chromatin remodeling events and gene expression dynamics associated with kidney development.

Indexed as

Gene Expression Regulation, DevelopmentalAnimalsCell CommunicationCell DifferentiationEnhancer Elements, GeneticEpigenesis, GeneticEpigenomicsForkhead Transcription FactorsGenetic LociGenome-Wide Association StudyHepatocyte Nuclear Factor 4HumansMiceNephronsOrganogenesisPodocytesForkhead Transcription FactorsFoxl1 protein, mouseHepatocyte Nuclear Factor 4Hnf4a protein, mouseTfap2b protein, mouseTranscription Factor AP-2

Identifiers

PMID33859189
PMCPMC8050063
OpenAlexW3153378165

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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.