Evidence map›Paper›PMID 42895067›Full record

ArticleNucleic acids research2026

Integrative analysis reveals extensive interactions among C2H2 zinc finger proteins at chromatin loop anchors.

Ernest Radovani, Syed Nabeel-Shah, Edyta Marcon, Shuye Pu, Guoqing Zhong, Hua Tang, Hongbo Guo, Irene M Kaplow, Andrew Emili, Timothy R Hughes and 1 more

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Ernest RadovaniDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.
Syed Nabeel-ShahDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.ORCID 0000-0002-4239-7443
Edyta MarconDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.
Shuye PuDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.
Guoqing ZhongDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.
Hua TangDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.
Hongbo GuoDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.
Irene M KaplowDepartment of Computer Science, Stanford University, Stanford, CA 94305, United States.ORCID 0000-0002-8924-8269
Andrew EmiliDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.ORCID 0000-0001-8995-246X
Timothy R HughesDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.ORCID 0000-0002-8721-4719
Jack F GreenblattDonnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.ORCID 0000-0003-1762-2861

Funding

Charles H. Best Postdoctoral FellowshipCIHR FDN-154338Stanford Center for Computational, Evolutionary, and Human Genomics Predoctoral Fellowship
6 · The paper itself

Abstract

Cys2-His2-zinc-finger proteins (C2H2-ZFPs) form the largest class of human transcription factors, yet their potential roles in higher-order genome organization remain poorly defined. To date, only a few C2H2-ZFPs, e.g. CTCF, have been implicated in chromatin organization. Here, we systematically examined the global relationship between C2H2-ZFPs and long-range chromatin interactions (LRIs). By integrating ChIP-seq datasets for 216 C2H2-ZFPs with genome-wide chromatin interaction maps, we find that >40% of human C2H2-ZFPs are significantly enriched at LRI anchors. Depletion of a subset of such C2H2-ZFPs is associated with altered expression of genes linked by the LRIs they occupy. To investigate whether protein-protein interactions (PPIs) contribute to this pattern, we generated a large-scale interactome using affinity purification-mass spectrometry, encompassing 345 C2H2-ZFPs, and LUMIER binary interaction assays for 204 C2H2-ZFPs, revealing extensive connectivity among the family members. Integrative analysis of PPIs, ChIP-seq, and chromatin interaction datasets revealed that interacting C2H2-ZFP pairs are significantly co-enriched at LRIs and frequently localize to the same or opposing loop anchors. Finally, we show that ∼35% of LRI-associated C2H2-ZFP binding sites overlap somatic mutations in cancer genomes. Together, our results reveal a widespread network of C2H2-ZFP interactions at chromatin loop anchors, providing an important resource for understanding chromatin organization.

Indexed as

ChromatinCYS2-HIS2 Zinc FingersTranscription FactorsBinding SitesChromatin Immunoprecipitation SequencingHumansProtein BindingProtein Interaction MapsChromatinTranscription Factors

Identifiers

PMID42895067
PMCPMC13678222

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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.