Evidence map›Paper›PMID 42164506›Full record

ArticleFrontiers in immunology2026

T-cell lymphoma-associated STAT3 variants impose a type 1 regulatory-like phenotype.

Aaron B Schultz, Molly Dalzell, Luis Nivelo, Sarah E Henrickson, Alejandro V Villarino

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Aaron B Schultz *Department of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL, United States.
Molly Dalzell *Department of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL, United States.
Luis NiveloDepartment of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL, United States.
Sarah E HenricksonDivision of Allergy and Immunology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Alejandro V VillarinoDepartment of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

STAT3 signaling is fundamental to T cells, where it underlies basic cellular processes like metabolism and apoptosis, as well as specialized processes like effector differentiation and cytokine production. However, mutations of STAT3 are strikingly prevalent in T-cell cancers, and aberrant or excessive STAT3 signaling is thought to mobilize cellular pathways that encourage malignancy. To better understand how STAT3 mutations drive T-cell cancers, we compared two frequent cancer-associated variants, Y640F and N647I, at the cellular and molecular levels. Using a retrogenic system, we demonstrate that they are qualitatively similar yet quantitatively distinct; each bears a gain-of-function phenotype, but Y640F has greater transcriptome-wide effects. We also discovered that these and other common STAT3 mutants invoke a T regulatory 1 (Tr1) gene program characterized by expression of IL-10 and other factors that dampen T-cell responses, including LAG3 and CD39. Importantly, "Tr1 skewing" is evident in both mouse T cells expressing cancer-associated STAT3 variants and humans afflicted with T-cell malignancies. These studies advance current understanding of how cancer-associated mutations impact STAT3 function and reveal anti-inflammatory properties that may help transformed T cells persist, expand, and/or avoid eradication.

Indexed as

Lymphoma, T-CellSTAT3 Transcription FactorT-Lymphocytes, RegulatoryAnimalsHumansMiceMutationPhenotypeSignal TransductionSTAT3 protein, humanSTAT3 Transcription FactorcytokineIL-10IL-27JAK-STATleukemialymphomaSTAT3T cell

Identifiers

PMID42164506
PMCPMC13183623

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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.