Evidence map›Paper›PMID 38496519›Full record

ArticlebioRxiv : the preprint server for biology2025

A conserved subset of cold tumors responsive to immune checkpoint blockade.

Jade Moore, Jim Gkantalis, Ines Guix, William Chou, Kobe Yuen, Ann A Lazar, Mathew Spitzer, Alexis J Combes, Mary Helen Barcellos-Hoff

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed, 0 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 1 institution in 1 country.

Jade MooreDepartment of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA.
Jim GkantalisDepartment of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA.
Ines GuixDepartment of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA.
William ChouDepartment of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA.
Kobe YuenOncology Biomarker Development, Genentech Inc., South San Francisco, CA, USA.
Ann A LazarDivision of Oral Epidemiology and Division of Biostatistics, University of California, San Francisco, CA, USA.
Mathew SpitzerParker Institute for Cancer Immunotherapy, Department of Otolaryngology-Head and Neck Surgery, Department of Microbiology and Immunology, University of California, San Francisco, CA USA.
Alexis J CombesDepartment of Pathology, CoLabs, University of California, San Francisco, San Francisco, CA, USA.
Mary Helen Barcellos-HoffDepartment of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA.
University of California, San Francisco · US

Funding

Translational InformaticsP30CA082103 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Alan Ashworth · 1999 to 2026
$209.7M
Molecular and Cellular Mechanisms in CancerT32CA108462 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GOGA, ANDREI · 2004 to 2024
$10.4M
Contribution of development and age to breast cancer etiologyR01CA190980 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BARCELLOS-HOFF, MARY HELEN · 2015 to 2020
$2.6M
Definition of Immune Infiltrate Phenotype and DNA Damage Response Deficits Across Diverse Murine Mammary CarcinomasR01CA239235 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BARCELLOS-HOFF, MARY HELEN · 2019 to 2023
$2.5M
UCSF DVS CyTOF Mass CytometerS10OD018040 · OD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LANIER, LEWIS LEE · 2014 to 2014
$600k
NCI NIH HHS P30 CA082103NCI NIH HHS R01 CA190980NCI NIH HHS R01 CA239235NCI NIH HHS T32 CA108462NIH HHS S10 OD018040
6 · The paper itself

Abstract

Background: The efficacy of immune checkpoint blockade (ICB) depends on restoring immune recognition of cancer cells that have evaded immune surveillance. At the time of diagnosis, patients with lymphocyte-infiltrated cancers are the most responsive to ICB, yet a considerable fraction of patients have immune-poor tumors. Methods: We analyzed transcriptomic data from IMvigor210, TCGA, and TISMO datasets to evaluate the predictive value of βAlt, a score representing the negative correlation of signatures consisting of transforming growth factor beta (TGFβ) targets and genes involved in error-prone DNA repair. The immune context of βAlt was assessed by evaluating tumor-educated immune signatures. An ICB-resistant, high βAlt preclinical tumor model was treated with a TGFβ inhibitor, radiation, and/or ICB and assessed for immune composition and tumor control. Results: Here, we show that high βAlt is associated with an immune-poor context yet is predictive of ICB response in both humans and mice. A high βAlt cancer in which TGFβ signaling is compromised generates a TGFβ rich, immunosuppressive tumor microenvironment. Accordingly, preclinical modeling showed that TGFβ inhibition followed by radiotherapy could convert an immune-poor, ICB-resistant tumor to an immune-rich, ICB-responsive tumor. Mechanistically, TGFβ blockade in irradiated tumors activated natural killer cells that were required to recruit lymphocytes to respond to ICB. In support of this, natural killer cell activation signatures were also increased in immune-poor mouse and human tumors that responded to ICB. Conclusions: These studies suggest that loss of TGFβ competency identifies a subset of cold tumors that are candidates for ICB. Our mechanistic studies show that inhibiting TGFβ activity converts high βAlt, cold tumors into ICB-responsive tumors via NK cells. Thus, a biomarker consisting of combined TGFβ, DNA repair, and immune context signatures provides a means to prospectively identify patients whose cancers may be converted from 'cold' to 'hot,' which could be exploited for therapeutic treatment.

Indexed as

biomarkersDNA repair deficitsimmune checkpoint blockadenatural killer cellsTGFβ

Identifiers

PMID38496519
PMCPMC10942434
OpenAlexW4392604314

What OpenQuestion holds

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LicenceCC BY-NC
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.