Evidence map›Paper›PMID 34635154›Full record

ArticleGenome medicine2021

Integrative epigenomic and high-throughput functional enhancer profiling reveals determinants of enhancer heterogeneity in gastric cancer.

Taotao Sheng, Shamaine Wei Ting Ho, Wen Fong Ooi, Chang Xu, Manjie Xing, Nisha Padmanabhan, Kie Kyon Huang, Lijia Ma, Mohana Ray, Yu Amanda Guo and 14 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
1.2field-weighted citation impact, top 21% 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

19 citing papers in PubMed, 20 citations in OpenAlex.

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  8. SENP1 drives glycolysis and cisplatin resistance in gastric cancer via desumoylating ENO1.Journal of experimental & clinical cancer research : CR · 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

24 authors at 10 institutions in 3 countries.

Taotao Sheng *Department of Biochemistry, National University of Singapore, Singapore, 117596, Singapore.
Shamaine Wei Ting Ho *Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Wen Fong OoiEpigenetic and Epitranscriptomic Regulation, Genome Institute of Singapore, Singapore, 138672, Singapore.
Chang XuCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Manjie XingCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Nisha PadmanabhanCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Kie Kyon HuangCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Lijia MaThe Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, USA.
Mohana RayThe Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, USA.
Yu Amanda GuoPrecision Medicine and Population Genomics (Somatic), Genome Institute of Singapore, Singapore, 138672, Singapore.
Ngak Leng SimPrecision Medicine and Population Genomics (Somatic), Genome Institute of Singapore, Singapore, 138672, Singapore.
Chukwuemeka George Anene-NzeluCardiovascular Research Institute, National University Health System, Singapore, 119074, Singapore.
Mei Mei ChangPrecision Medicine and Population Genomics (Somatic), Genome Institute of Singapore, Singapore, 138672, Singapore.
Milad Razavi-MohseniDepartment of Biomedical Engineering and McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University, Baltimore, USA.
Michael A BeerDepartment of Biomedical Engineering and McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University, Baltimore, USA.
Roger Sik Yin FooCardiovascular Research Institute, National University Health System, Singapore, 119074, Singapore.
Raghav SundarCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Yiong Huak ChanBiostatistics Unit, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228, Singapore.
Angie Lay Keng TanCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Xuewen OngCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore.
Anders Jacobsen SkanderupPrecision Medicine and Population Genomics (Somatic), Genome Institute of Singapore, Singapore, 138672, Singapore.
Kevin P WhiteThe Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, USA. kevin@tempus.com.
Sudhakar JhaDepartment of Biochemistry, National University of Singapore, Singapore, 117596, Singapore. csisjha@nus.edu.sg.
Patrick TanCancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857, Singapore. gmstanp@duke-nus.edu.sg.ORCID 0000-0002-0179-8048
Duke-NUS Medical School · SGGenome Institute of Singapore · SGNational University of Singapore · SGUniversity of Chicago · USJohns Hopkins University · USMontreal Heart Institute · CANational University Cancer Institute, Singapore · SGNational University Health System · SGOklahoma State University · USSingHealth · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEnhancers are distal cis-regulatory elements required for cell-specific gene expression and cell fate determination. In cancer, enhancer variation has been proposed as a major cause of inter-patient heterogeneity-however, most predicted enhancer regions remain to be functionally tested.

methodsWe analyzed 132 epigenomic histone modification profiles of 18 primary gastric cancer (GC) samples, 18 normal gastric tissues, and 28 GC cell lines using Nano-ChIP-seq technology. We applied Capture-based Self-Transcribing Active Regulatory Region sequencing (CapSTARR-seq) to assess functional enhancer activity. An Activity-by-contact (ABC) model was employed to explore the effects of histone acetylation and CapSTARR-seq levels on enhancer-promoter interactions.

resultsWe report a comprehensive catalog of 75,730 recurrent predicted enhancers, the majority of which are GC-associated in vivo (> 50,000) and associated with lower somatic mutation rates inferred by whole-genome sequencing. Applying CapSTARR-seq to the enhancer catalog, we observed significant correlations between CapSTARR-seq functional activity and H3K27ac/H3K4me1 levels. Super-enhancer regions exhibited increased CapSTARR-seq signals compared to regular enhancers, even when decoupled from native chromatin contexture. We show that combining histone modification and CapSTARR-seq functional enhancer data improves the prediction of enhancer-promoter interactions and pinpointing of germline single nucleotide polymorphisms (SNPs), somatic copy number alterations (SCNAs), and trans-acting TFs involved in GC expression. We identified cancer-relevant genes (ING1, ARL4C) whose expression between patients is influenced by enhancer differences in genomic copy number and germline SNPs, and HNF4α as a master trans-acting factor associated with GC enhancer heterogeneity.

conclusionsOur results indicate that combining histone modification and functional assay data may provide a more accurate metric to assess enhancer activity than either platform individually, providing insights into the relative contribution of genetic (cis) and regulatory (trans) mechanisms to GC enhancer functional heterogeneity.

Indexed as

Enhancer Elements, GeneticEpigenomicsAcetylationADP-Ribosylation FactorsCell Line, TumorCell ProliferationChromatinGene Expression Regulation, NeoplasticGenomicsHistonesHumansInhibitor of Growth Protein 1OncogenesPromoter Regions, GeneticRNA-SeqStomach NeoplasmsADP-Ribosylation FactorsARL4C protein, humanChromatinHistonesING1 protein, humanInhibitor of Growth Protein 1CapSTARR-seqEnhancer heterogeneityEnhancer landscapeEnhancer-promoter interactionsGastric cancer

Identifiers

PMID34635154
PMCPMC8504099
OpenAlexW3207128141

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.