Evidence map›Paper›PMID 35181783›Full record

ArticleCancer immunology research2022

BHLHE40 Regulates the T-Cell Effector Function Required for Tumor Microenvironment Remodeling and Immune Checkpoint Therapy Efficacy.

Avery J Salmon, Alexander S Shavkunov, Qi Miao, Nicholas N Jarjour, Sunita Keshari, Ekaterina Esaulova, Charmelle D Williams, Jeffrey P Ward, Anna M Highsmith, Josué E Pineda and 4 more

Open access · bronzeAbstract read
In one paragraph

Article in Cancer immunology research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
4.5field-weighted citation impact, top 4% 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

33 citing papers in PubMed, 47 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Review
  6. Article
  7. Evolving role of CD8Frontiers in immunology · 2026
    Review
  8. Oncology research · 2026
    Article
  9. Article
  10. CAR T cell engineering impacts antigen-independent activation and co-inhibition.Molecular therapy. Methods & clinical development · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Role of CD4Journal of translational medicine · 2025
    Review
  17. Article
  18. Article
  19. Article
  20. Article
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 3 institutions in 2 countries.

Avery J Salmon *Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Alexander S Shavkunov *Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Qi MiaoDepartment of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0003-2782-1581
Nicholas N JarjourDepartment of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0001-9400-4448
Sunita KeshariDepartment of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0003-4889-8430
Ekaterina EsaulovaDepartment of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri.
Charmelle D WilliamsDepartment of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Jeffrey P WardDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.
Anna M HighsmithDepartment of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Josué E PinedaDepartment of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-8132-1804
Reshma TanejaDepartment of Physiology, Healthy Longevity Translation Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0001-6214-6177
Ken ChenDepartment of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0003-4013-5279
Brian T EdelsonDepartment of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri.
Matthew M GubinDepartment of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-7443-2752
The University of Texas MD Anderson Cancer Center · USWashington University in St. Louis · USNational University of Singapore · SG

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Fabien Delerue · 1985 to 2026
$290.8M
Washington University Center for Cellular ImagingP30CA091842 · NCI · WASHINGTON UNIVERSITY · PI AIMEE S JAMES · 2001 to 2026
$128.0M
Washington University Paul Calabresi K12 Career Development Award for Clinical OncologyK12CA167540 · NCI · WASHINGTON UNIVERSITY · PI John F. Dipersio, Ramaswamy Govindan · 2012 to 2026
$11.7M
Regulation of Immune Responses to Mycobacterium tuberculosis InfectionR01AI132653 · NIAID · WASHINGTON UNIVERSITY · PI EDELSON, BRIAN TODD, STALLINGS, CHRISTINA LEIGH · 2018 to 2022
$3.0M
UNDERSTANDING AUTOREACTIVE T CELL PATHOGENICITYR01AI113118 · NIAID · WASHINGTON UNIVERSITY · PI EDELSON, BRIAN TODD · 2015 to 2019
$1.9M
Informatics for Functional Integration of Heterogeneous Cancer Genome and Transcriptome Sequencing DataU01CA247760 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI CHEN, KEN · 2020 to 2022
$1.2M
Supplement: Cancer-Cell and T-cell Dependent Regulation of Tumor Associated MacrophagesK08CA245215 · NCI · WASHINGTON UNIVERSITY · PI WARD, JEFFREY P · 2019 to 2023
$1.0M
NovaSeq6000S10OD024977 · OD · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI HUFF, VICKI · 2018 to 2018
$995k
NCI NIH HHS K08 CA245215NCI NIH HHS K12 CA167540NCI NIH HHS P30 CA016672NCI NIH HHS P30 CA091842NCI NIH HHS U01 CA247760NIAID NIH HHS R01 AI113118NIAID NIH HHS R01 AI132653NIH HHS S10 OD024977
6 · The paper itself

Abstract

Immune checkpoint therapy (ICT) using antibody blockade of programmed cell death protein 1 (PD-1) or cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) can provoke T cell-dependent antitumor activity that generates durable clinical responses in some patients. The epigenetic and transcriptional features that T cells require for efficacious ICT remain to be fully elucidated. Herein, we report that anti-PD-1 and anti-CTLA-4 ICT induce upregulation of the transcription factor BHLHE40 in tumor antigen-specific CD8+ and CD4+ T cells and that T cells require BHLHE40 for effective ICT in mice bearing immune-edited tumors. Single-cell RNA sequencing of intratumoral immune cells in BHLHE40-deficient mice revealed differential ICT-induced immune cell remodeling. The BHLHE40-dependent gene expression changes indicated dysregulated metabolism, NF-κB signaling, and IFNγ response within certain subpopulations of CD4+ and CD8+ T cells. Intratumoral CD4+ and CD8+ T cells from BHLHE40-deficient mice exhibited higher expression of the inhibitory receptor gene Tigit and displayed alterations in expression of genes encoding chemokines/chemokine receptors and granzyme family members. Mice lacking BHLHE40 had reduced ICT-driven IFNγ production by CD4+ and CD8+ T cells and defects in ICT-induced remodeling of macrophages from a CX3CR1+CD206+ subpopulation to an iNOS+ subpopulation that is typically observed during effective ICT. Although both anti-PD-1 and anti-CTLA-4 ICT in BHLHE40-deficient mice led to the same outcome-tumor outgrowth-several BHLHE40-dependent alterations were specific to the ICT that was used. Our results reveal a crucial role for BHLHE40 in effective ICT and suggest that BHLHE40 may be a predictive or prognostic biomarker for ICT efficacy and a potential therapeutic target.

Indexed as

NeoplasmsTumor MicroenvironmentAnimalsBasic Helix-Loop-Helix ProteinsCD4-Positive T-LymphocytesCD8-Positive T-LymphocytesCell Line, TumorGranzymesHomeodomain ProteinsHumansInterferon-gammaMiceBasic Helix-Loop-Helix ProteinsBHLHE40 protein, humanBhlhe40 protein, mouseGranzymesHomeodomain ProteinsInterferon-gamma

Identifiers

PMID35181783
PMCPMC9164498
OpenAlexW4213182349

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.