Evidence map›Paper›PMID 35049498›Full record

ArticleeLife2022

Systematic analysis of naturally occurring insertions and deletions that alter transcription factor spacing identifies tolerant and sensitive transcription factor pairs.

Zeyang Shen, Rick Z Li, Thomas A Prohaska, Marten A Hoeksema, Nathan J Spann, Jenhan Tao, Gregory J Fonseca, Thomas Le, Lindsey K Stolze, Mashito Sakai and 2 more

Abstract read
In one paragraph

Article in eLife, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
–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

15 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  8. Mutations Upstream of ppp2ca Affect Body Weight in Asian Seabass.Marine biotechnology (New York, N.Y.) · 2025
    Article
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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

12 authors.

Zeyang ShenDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.ORCID 0000-0003-3870-1390
Rick Z LiDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.ORCID 0000-0001-8518-5793
Thomas A ProhaskaDepartment of Medicine, School of Medicine, University of California San Diego, La Jolla, United States.
Marten A HoeksemaDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.ORCID 0000-0001-5981-121X
Nathan J SpannDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.
Jenhan TaoDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.
Gregory J FonsecaDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.
Thomas LeDivision of Biological Sciences, University of California San Diego, La Jolla, United States.
Lindsey K StolzeDepartment of Cellular and Molecular Medicine, College of Medicine, University of Arizona, Tucson, United States.
Mashito SakaiDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.ORCID 0000-0002-4908-2727
Casey E RomanoskiDepartment of Cellular and Molecular Medicine, College of Medicine, University of Arizona, Tucson, United States.ORCID 0000-0002-0149-225X
Christopher K GlassDepartment of Cellular and Molecular Medicine, School of Medicine, University of California San Diego, La Jolla, United States.ORCID 0000-0003-4344-3592

Funding

PHYSIOLOGYT32HL007249 · NHLBI · UNIVERSITY OF ARIZONA · PI Brett A Colson, JOHN P KONHILAS · 1985 to 2026
$12.5M
Tissue-specific roles of FXR in CVD and NASHP01HL147835 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WITZTUM, JOSEPH L. · 2020 to 2024
$12.2M
Transcriptional co-regulators and macrophage gene expressionR01DK091183 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI GLASS, CHRISTOPHER K · 2011 to 2025
$9.9M
EXPERIMENTAL ENDOCRINOLOGY AND METABOLISMT32DK007044 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Amit Majithia · 1986 to 2026
$4.6M
Mechanisms of ERG in Endothelial ActivationR01HL147187 · NHLBI · UNIVERSITY OF ARIZONA · PI ROMANOSKI, CASEY E · 2019 to 2023
$1.9M
Systems Genetic Analysis of Atherogenic Transcriptional Regulation in Human CellsR00HL123485 · NHLBI · UNIVERSITY OF ARIZONA · PI ROMANOSKI, CASEY E · 2016 to 2018
$740k
Systems Genetic Analysis of Atherogenic Transcriptional Regulation in Human CellsK99HL123485 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ROMANOSKI, CASEY E · 2014 to 2015
$289k
NHLBI NIH HHS K99 HL123485NHLBI NIH HHS P01 HL147835NHLBI NIH HHS R00 HL123485NHLBI NIH HHS R01 HL147187NHLBI NIH HHS T32 HL007249NIDDK NIH HHS R01 DK091183NIDDK NIH HHS T32 DK007044
6 · The paper itself

Abstract

Regulation of gene expression requires the combinatorial binding of sequence-specific transcription factors (TFs) at promoters and enhancers. Prior studies showed that alterations in the spacing between TF binding sites can influence promoter and enhancer activity. However, the relative importance of TF spacing alterations resulting from naturally occurring insertions and deletions (InDels) has not been systematically analyzed. To address this question, we first characterized the genome-wide spacing relationships of 73 TFs in human K562 cells as determined by ChIP-seq (chromatin immunoprecipitation sequencing). We found a dominant pattern of a relaxed range of spacing between collaborative factors, including 45 TFs exclusively exhibiting relaxed spacing with their binding partners. Next, we exploited millions of InDels provided by genetically diverse mouse strains and human individuals to investigate the effects of altered spacing on TF binding and local histone acetylation. These analyses suggested that spacing alterations resulting from naturally occurring InDels are generally tolerated in comparison to genetic variants directly affecting TF binding sites. To experimentally validate this prediction, we introduced synthetic spacing alterations between PU.1 and C/EBPβ binding sites at six endogenous genomic loci in a macrophage cell line. Remarkably, collaborative binding of PU.1 and C/EBPβ at these locations tolerated changes in spacing ranging from 5 bp increase to >30 bp decrease. Collectively, these findings have implications for understanding mechanisms underlying enhancer selection and for the interpretation of non-coding genetic variation.

Indexed as

Gene Expression RegulationAnimalsCCAAT-Enhancer-Binding Protein-betaChromatin ImmunoprecipitationEnhancer Elements, GeneticGenomicsHumansK562 CellsMaleMiceProtein BindingProto-Oncogene ProteinsProto-Oncogene Protein Spi-1Trans-ActivatorsTranscription FactorsCCAAT-Enhancer-Binding Protein-betaProto-Oncogene ProteinsProto-Oncogene Protein Spi-1Trans-ActivatorsTranscription Factorschromosomesgene expressiongene regulationgeneticsgenetic variationgenomicshumanmacrophagesmousetranscription factors

Identifiers

PMID35049498
PMCPMC8809895

What OpenQuestion holds

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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.