Evidence map›Paper›PMID 36998071›Full record

ArticleMolecular cancer2023

CDK9 inhibition induces epigenetic reprogramming revealing strategies to circumvent resistance in lymphoma.

Elana Thieme, Nur Bruss, Duanchen Sun, Edward C Dominguez, Daniel Coleman, Tingting Liu, Carly Roleder, Melissa Martinez, Krystine Garcia-Mansfield, Brian Ball and 4 more

Open access · goldAbstract read
In one paragraph

Article in Molecular cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
8.2field-weighted citation impact, top 2% 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

29 citing papers in PubMed, 32 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Crosstalk BetweenCancers · 2026
    Review
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  8. Introduction to Cancer Metabolism.Cancer treatment and research · 2026
    Review
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Enhancer regulation in cancer: from epigenetics to mArchives of pharmacal research · 2025
    Review
  15. Review
  16. Article
  17. Article
  18. Review
  19. Review
  20. Review
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

14 authors at 4 institutions in 2 countries.

Elana Thieme *City of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Nur Bruss *City of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Duanchen Sun *Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
Edward C DominguezCity of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Daniel ColemanKnight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
Tingting LiuCity of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Carly RolederCity of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Melissa MartinezTranslational Genomics Research Institute, Phoenix, AZ, 85004, USA.
Krystine Garcia-MansfieldTranslational Genomics Research Institute, Phoenix, AZ, 85004, USA.
Brian BallCity of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Patrick PirrotteTranslational Genomics Research Institute, Phoenix, AZ, 85004, USA.
Lili WangCity of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA.
Zheng Xia *Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
Alexey V Danilov *City of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA, 91010, USA. adanilov@coh.org.ORCID 0000-0003-4461-0970
City Of Hope National Medical Center · USTranslational Genomics Research Institute · USOregon Health & Science University · USShandong University · CN

Funding

Leukemia and Lymphoma Society R6517-22
6 · The paper itself

Abstract

Diffuse large B-cell lymphoma (DLBCL) exhibits significant genetic heterogeneity which contributes to drug resistance, necessitating development of novel therapeutic approaches. Pharmacological inhibitors of cyclin-dependent kinases (CDK) demonstrated pre-clinical activity in DLBCL, however many stalled in clinical development. Here we show that AZD4573, a selective inhibitor of CDK9, restricted growth of DLBCL cells. CDK9 inhibition (CDK9i) resulted in rapid changes in the transcriptome and proteome, with downmodulation of multiple oncoproteins (eg, MYC, Mcl-1, JunB, PIM3) and deregulation of phosphoinotiside-3 kinase (PI3K) and senescence pathways. Following initial transcriptional repression due to RNAPII pausing, we observed transcriptional recovery of several oncogenes, including MYC and PIM3. ATAC-Seq and ChIP-Seq experiments revealed that CDK9i induced epigenetic remodeling with bi-directional changes in chromatin accessibility, suppressed promoter activation and led to sustained reprograming of the super-enhancer landscape. A CRISPR library screen suggested that SE-associated genes in the Mediator complex, as well as AKT1, confer resistance to CDK9i. Consistent with this, sgRNA-mediated knockout of MED12 sensitized cells to CDK9i. Informed by our mechanistic findings, we combined AZD4573 with either PIM kinase or PI3K inhibitors. Both combinations decreased proliferation and induced apoptosis in DLBCL and primary lymphoma cells in vitro as well as resulted in delayed tumor progression and extended survival of mice xenografted with DLBCL in vivo. Thus, CDK9i induces reprogramming of the epigenetic landscape, and super-enhancer driven recovery of select oncogenes may contribute to resistance to CDK9i. PIM and PI3K represent potential targets to circumvent resistance to CDK9i in the heterogeneous landscape of DLBCL.

Indexed as

Cyclin-Dependent Kinase 9Epigenesis, GeneticLymphoma, Large B-Cell, DiffuseAnimalsApoptosisCell Line, TumorDrug Resistance, NeoplasmMicePhosphatidylinositol 3-KinasesTranscription FactorsCdk9 protein, mouseCyclin-Dependent Kinase 9Phosphatidylinositol 3-KinasesTranscription FactorsBRD4CDK9MediatorPI3KSuper-enhancer

Identifiers

PMID36998071
PMCPMC10061728
OpenAlexW4362062051

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.