Evidence map›Paper›PMID 40667535›Full record

ArticleAmerican journal of cancer research2025

Transcriptomic profiling of PBMCs from mammary tumor dogs reveals two distinct immune states.

Kang-Hoon Lee, Dabin Lee, Jeong-Woon Lee, Hyeon-Ji Hwang, Je-Yoel Cho

Abstract read
In one paragraph

Article in American journal of cancer research, 2025. 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. 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

5 authors.

Kang-Hoon LeeDepartment of Biochemistry, BK21 Plus and The Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University Seoul 08826, Republic of Korea.
Dabin LeeDepartment of Biochemistry, BK21 Plus and The Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University Seoul 08826, Republic of Korea.
Jeong-Woon LeeDepartment of Biochemistry, BK21 Plus and The Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University Seoul 08826, Republic of Korea.
Hyeon-Ji HwangDepartment of Biochemistry, BK21 Plus and The Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University Seoul 08826, Republic of Korea.
Je-Yoel ChoDepartment of Biochemistry, BK21 Plus and The Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University Seoul 08826, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study analyzed cancer-specific systemic immune responses in peripheral blood mononuclear cells (PBMCs) from dogs with benign tumors, malignant tumors, and normal conditions. By examining gene expression patterns - particularly immune checkpoint and TNFRSF genes - the study aimed to assess the immune state of cancer PBMCs. Surprisingly, half of the tumor PBMCs exhibited downregulation of both immunosuppressive genes (Pdcd1, Ctla4, Tigit) and immune activation molecules (CD27, CD357), suggesting immune inactivity rather than suppression. Additionally, cytokine expression varied significantly, with upregulation of IL-18 and IL-7, despite their controversial roles in tumor progression. Analysis of T-cell exhaustion markers did not reflect established exhaustion signatures, implying a naive-like immune state. Instead, a distinct immune signature emerged, characterized by the broad downregulation of TNFRSF genes (TNFRSF18, TNFRSF14, TNFRSF6, and CD27). We designated this group as PI (PBMC-impaired). Deconvolution of bulk RNA-seq data further revealed a significant reduction in CD4+ T cells and a lower CD4+/CD8+ ratio in the PI group. Gene Ontology (GO) and pathway analyses linked CD4+ cell differentially expressed genes (DEGs) to regulatory T-cell differentiation, inflammatory responses, and key immune pathways (IL-2/STAT5, NF-kappa B). Notably, CD7, CXCL6, FASN, FLT3LG, LTB, and TNFRSF18 were significantly downregulated, marking a potential transcriptomic signature of systemic immune impairment. These findings suggest that immune dysfunction in the PI group is not solely attributable to conventional immune suppression but rather to a diminished immune activation state driven by reduced TNFRSF gene expression.

Indexed as

cancer immunosuppressioncanine mammary tumorPBMCPeripheral blood mononuclear cellssingle cell RNA-seqTNF receptor superfamilyTNFRSFtranscriptome

Identifiers

PMID40667535
PMCPMC12256404

What OpenQuestion 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 OpenQuestion graph.