Evidence map›Paper›PMID 40729681›Full record

ArticleBlood2025

Enhancer heterogeneity in acute lymphoblastic leukemia drives differential gene expression in patients.

Alastair L Smith, Nicholas Denny, Catherine Chahrour, Kim Sharp, Marta Arachi, Ana M Dopico-Fernandez, Natalina Elliott, Joe R Harman, Thomas Jackson, Huimin Geng and 8 more

Abstract read
In one paragraph

Article in Blood, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Is Enhancer Function Driven by Protein-Protein Interactions? From Bacteria to Leukemia.BioEssays : news and reviews in molecular, cellular and developmental biology · 2025
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors.

Alastair L SmithMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0000-0001-6330-1407
Nicholas DennyMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.
Catherine ChahrourMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-8326-5260
Kim SharpMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.
Marta ArachiMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.
Ana M Dopico-FernandezMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0009-0007-7314-3319
Natalina ElliottDepartment of Paediatrics, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-6713-7349
Joe R HarmanMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.
Thomas JacksonDepartment of Paediatrics, University of Oxford, Oxford, United Kingdom.
Huimin GengDepartment of Laboratory Medicine, University of California, San Francisco, CA.
Owen SmithTrinity College, University of Dublin, Dublin, Ireland.
Jonathan BondSystems Biology Ireland, School of Medicine, University College Dublin, Dublin, Ireland.ORCID 0000-0001-7636-1599
Irene RobertsMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-6094-6397
Ronald W StamPrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.ORCID 0000-0003-4986-1656
Nicholas T CrumpHugh and Josseline Langmuir Centre for Myeloma Research, Centre for Haematology, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom.ORCID 0000-0001-9610-6763
James O J DaviesMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-4108-4357
Anindita RoyMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0000-0001-8607-5748
Thomas A MilneMedical Research Council Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-0413-4271

Funding

Wellcome Trust 216632Wellcome Trust 225220
6 · The paper itself

Abstract

abstractGenetic alterations alone cannot account for the diverse phenotypes of cancer cells. Even cancers with the same driver mutation show significant transcriptional heterogeneity and varied responses to therapy. However, the mechanisms underpinning this heterogeneity remain underexplored. Here, we find that novel enhancer usage is a common feature in acute lymphoblastic leukemia (ALL). In particular, KMT2A::AFF1 ALL, an aggressive leukemia with a poor prognosis and a low mutational burden, exhibits substantial transcriptional heterogeneity between individuals. Using single-cell multiome analysis and extensive chromatin profiling, we reveal that much transcriptional heterogeneity in KMT2A::AFF1 ALL is driven by novel enhancer usage. By generating high-resolution Micro Capture-C data in primary patient samples, we identify patient-specific enhancer activity at key oncogenes such as MEIS1 and RUNX2, driving high levels of expression of both oncogenes in a patient-specific manner. Overall, our data show that enhancer heterogeneity is highly prevalent in KMT2A::AFF1 ALL and may be a mechanism that drives transcriptional heterogeneity in cancer more generally.

Indexed as

Enhancer Elements, GeneticGene Expression Regulation, LeukemicPrecursor Cell Lymphoblastic Leukemia-LymphomaAdolescentChildChild, PreschoolCore Binding Factor Alpha 1 SubunitDNA-Binding ProteinsFemaleGene Expression ProfilingGenetic HeterogeneityHistone-Lysine N-MethyltransferaseHumansInfantInfant, NewbornMaleAFF1 protein, humanCore Binding Factor Alpha 1 SubunitDNA-Binding ProteinsHistone-Lysine N-MethyltransferaseKMT2A protein, humanMEIS1 protein, humanMyeloid Ecotropic Viral Integration Site 1 ProteinMyeloid-Lymphoid Leukemia ProteinOncogene Proteins, FusionRUNX2 protein, humanTranscriptional Elongation Factors

Identifiers

PMID40729681
PMCPMC7618588

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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.