Evidence map›Paper›PMID 34778802›Full record

ArticleBlood cancer discovery2021

Overcoming Acquired Epigenetic Resistance to BTK Inhibitors.

Arthur L Shaffer, James D Phelan, James Q Wang, DaWei Huang, George W Wright, Monica Kasbekar, Jaewoo Choi, Ryan M Young, Daniel E Webster, Yandan Yang and 21 more

Open access · bronzeAbstract read
In one paragraph

Article in Blood cancer discovery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed
5.7field-weighted citation impact, top 3% 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

46 citing papers in PubMed, 57 citations in OpenAlex.

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  18. Bruton's Tyrosine Kinase (BTK) Mutations in Chronic Lymphocytic Leukemia (CLL): A Clinical View.Mediterranean journal of hematology and infectious diseases · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

31 authors at 6 institutions in 2 countries.

Arthur L ShafferLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland. lstaudt@mail.nih.gov arthurlshaffer3@gmail.com.
James D PhelanLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.ORCID 0000-0001-8950-2485
James Q WangLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
DaWei HuangLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
George W WrightBiometric Research Program, Division of Cancer Diagnosis and Treatment, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Monica KasbekarLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Jaewoo ChoiLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Ryan M YoungLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Daniel E WebsterLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Yandan YangLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Hong ZhaoLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Xin YuLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Weihong XuLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Sandrine RoullandLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Michele CeribelliLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Xiaohu ZhangDivision of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland.
Kelli M WilsonDivision of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland.ORCID 0000-0003-2636-2766
Lu ChenDivision of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland.
Crystal McKnightDivision of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland.
Carleen Klumpp-ThomasDivision of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland.
Craig J ThomasLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Björn HäuplDepartment of Medicine II, Hematology/Oncology, Goethe University, Frankfurt; German Cancer Consortium/German Cancer Research Center, Heidelberg; and Department of Molecular Diagnostics and Translational Proteomics, Frankfurt Cancer Institute, Frankfurt, Germany.
Thomas OellerichDepartment of Medicine II, Hematology/Oncology, Goethe University, Frankfurt; German Cancer Consortium/German Cancer Research Center, Heidelberg; and Department of Molecular Diagnostics and Translational Proteomics, Frankfurt Cancer Institute, Frankfurt, Germany.
Zachary RaeCancer Research Technology Program, Single-Cell Analysis Facility, Frederick National Laboratory for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Michael C KellyCancer Research Technology Program, Single-Cell Analysis Facility, Frederick National Laboratory for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Inhye E AhnHematology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.ORCID 0000-0003-3717-287X
Clare SunHematology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.ORCID 0000-0001-8498-4729
Erika M GaglioneHematology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.ORCID 0000-0003-4831-3105
Wyndham H WilsonLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Adrian WiestnerHematology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.
Louis M StaudtLymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland. lstaudt@mail.nih.gov arthurlshaffer3@gmail.com.
National Cancer Institute · USNational Center for Advancing Translational Sciences · USNational Heart Lung and Blood Institute · USFrederick National Laboratory for Cancer Research · USGoethe University Frankfurt · DENational Institutes of Health · US

Funding

Molecular Oncology Training ProgramT32CA203703 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Katherine D Crew, DAWN HERSHMAN · 2016 to 2026
$4.1M
CCR NIH HHS HHSN261200800001CNCI NIH HHS HHSN261200800001ENCI NIH HHS T32 CA203703
6 · The paper itself

Abstract

The use of Bruton tyrosine kinase (BTK) inhibitors to block B-cell receptor (BCR)-dependent NF-κB activation in lymphoid malignancies has been a major clinical advance, yet acquired therapeutic resistance is a recurring problem. We modeled the development of resistance to the BTK inhibitor ibrutinib in the activated B-cell (ABC) subtype of diffuse large B-cell lymphoma, which relies on chronic active BCR signaling for survival. The primary mode of resistance was epigenetic, driven in part by the transcription factor TCF4. The resultant phenotypic shift altered BCR signaling such that the GTPase RAC2 substituted for BTK in the activation of phospholipase Cγ2, thereby sustaining NF-κB activity. The interaction of RAC2 with phospholipase Cγ2 was also increased in chronic lymphocytic leukemia cells from patients with persistent or progressive disease on BTK inhibitor treatment. We identified clinically available drugs that can treat epigenetic ibrutinib resistance, suggesting combination therapeutic strategies. SIGNIFICANCE: In diffuse large B-cell lymphoma, we show that primary resistance to BTK inhibitors is due to epigenetic rather than genetic changes that circumvent the BTK blockade. We also observed this resistance mechanism in chronic lymphocytic leukemia, suggesting that epigenetic alterations may contribute more to BTK inhibitor resistance than currently thought.

Indexed as

Leukemia, Lymphocytic, Chronic, B-CellProtein Kinase InhibitorsAgammaglobulinaemia Tyrosine KinaseDrug Resistance, NeoplasmEpigenesis, GeneticHumansAgammaglobulinaemia Tyrosine KinaseProtein Kinase Inhibitors

Identifiers

PMID34778802
PMCPMC8580621
OpenAlexW3199949813

What Socratic holds

Textmetadata
Read underepoch 390

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 Socratic graph.