Evidence map›Paper›PMID 29420474›Full record

ArticleNature2018

Enhancer redundancy provides phenotypic robustness in mammalian development.

Marco Osterwalder, Iros Barozzi, Virginie Tissières, Yoko Fukuda-Yuzawa, Brandon J Mannion, Sarah Y Afzal, Elizabeth A Lee, Yiwen Zhu, Ingrid Plajzer-Frick, Catherine S Pickle and 10 more

Open access · bronzeAbstract read
In one paragraph

Article in Nature, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 406 papers.

0numbers the graph read from it
0cells of the map it votes in
406citing papers in PubMed
30.1field-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

406 citing papers in PubMed, 701 citations in OpenAlex.

  1. Review
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  12. Advances and clinical potential of epigenome editing.Cellular and molecular life sciences : CMLS · 2026
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  16. Temporal loss ofGenes & development · 2026
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  17. Review
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  19. Enhancer hubs govern chromatin topology and Th17 cell identity.bioRxiv : the preprint server for biology · 2026
    Article
  20. Article

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors at 3 institutions in 2 countries.

Marco OsterwalderEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Iros BarozziEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Virginie TissièresDepartment of Biomedicine, University of Basel, 4058 Basel, Switzerland.
Yoko Fukuda-YuzawaEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Brandon J MannionEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Sarah Y AfzalEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Elizabeth A LeeEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Yiwen ZhuEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Ingrid Plajzer-FrickEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Catherine S PickleEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Momoe KatoEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Tyler H GarvinEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Quan T PhamEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Anne N HarringtonEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Jennifer A AkiyamaEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Veena AfzalEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Javier Lopez-RiosDepartment of Biomedicine, University of Basel, 4058 Basel, Switzerland.
Diane E DickelEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Axel ViselEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Len A PennacchioEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA.
Lawrence Berkeley National Laboratory · USUniversity of Basel · CHJoint Genome Institute · US

Funding

Administrative Coordinating Center: Cardiovascular Development and Pediatric Cardiac Genomics ConsortiaU01HL131003 · NHLBI · CINCINNATI CHILDRENS HOSP MED CTR · PI CNOTA, JAMES, OLLBERDING, NICHOLAS J · 2016 to 2024
$54.8M
Generation of an In Vivo Human Genome Transcriptional Enhancer DatasetR01HG003988 · NHGRI · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI Len Alexander Pennacchio · 2006 to 2026
$24.1M
Center for Mammalian Regulatory GenomicsU54HG006997 · NHGRI · LUDWIG INSTITUTE FOR CANCER RES LTD · PI REN, BING · 2012 to 2016
$14.3M
Regulation of Cardiac Development in Health and DiseaseUM1HL098166 · NHLBI · HARVARD MEDICAL SCHOOL · PI PENNACCHIO, LEN ALEXANDER, PU, WILLIAM TSWENCHING · 2015 to 2019
$4.4M
Genome-Wide Resources for Transcriptional Enhancers Active in the Human HeartR24HL123879 · NHLBI · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI PENNACCHIO, LEN ALEXANDER, VISEL, AXEL · 2015 to 2019
$3.9M
NHGRI NIH HHS R01 HG003988NHGRI NIH HHS U54 HG006997NHLBI NIH HHS R24 HL123879NHLBI NIH HHS U01 HL131003NHLBI NIH HHS UM1 HL098166
6 · The paper itself

Abstract

Distant-acting tissue-specific enhancers, which regulate gene expression, vastly outnumber protein-coding genes in mammalian genomes, but the functional importance of this regulatory complexity remains unclear. Here we show that the pervasive presence of multiple enhancers with similar activities near the same gene confers phenotypic robustness to loss-of-function mutations in individual enhancers. We used genome editing to create 23 mouse deletion lines and inter-crosses, including both single and combinatorial enhancer deletions at seven distinct loci required for limb development. Unexpectedly, none of the ten deletions of individual enhancers caused noticeable changes in limb morphology. By contrast, the removal of pairs of limb enhancers near the same gene resulted in discernible phenotypes, indicating that enhancers function redundantly in establishing normal morphology. In a genetic background sensitized by reduced baseline expression of the target gene, even single enhancer deletions caused limb abnormalities, suggesting that functional redundancy is conferred by additive effects of enhancers on gene expression levels. A genome-wide analysis integrating epigenomic and transcriptomic data from 29 developmental mouse tissues revealed that mammalian genes are very commonly associated with multiple enhancers that have similar spatiotemporal activity. Systematic exploration of three representative developmental structures (limb, brain and heart) uncovered more than one thousand cases in which five or more enhancers with redundant activity patterns were found near the same gene. Together, our data indicate that enhancer redundancy is a remarkably widespread feature of mammalian genomes that provides an effective regulatory buffer to prevent deleterious phenotypic consequences upon the loss of individual enhancers.

Indexed as

PhenotypeAnimalsBrainEnhancer Elements, GeneticExtremitiesFemaleGene Expression Regulation, DevelopmentalGenomeHeartLimb Deformities, CongenitalMaleMiceSequence DeletionSpatio-Temporal Analysis

Identifiers

PMID29420474
PMCPMC5808607
OpenAlexW2786174959

What OpenQuestion holds

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Registered trials

None linked

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.