Evidence map›Paper›PMID 42004243›Full record

ArticleCardiology research and practice2026

Radiotherapy Reprograms Intermediate Monocytes Into Proinflammatory Drivers of Systemic Inflammation in Radiation-Induced Heart Disease.

Jinchen He, Dejun Kong, Chengwei Zhang, Qiuhong Chen, Hong Yang, Yuyuan Wang, Tianqi Wu, Qi Wu

Abstract read
In one paragraph

Article in Cardiology research and practice, 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. 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

8 authors.

Jinchen HeDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0000-0002-9536-7694
Dejun KongDepartment of Oncology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0009-0009-9271-0491
Chengwei ZhangDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0009-0001-8229-3235
Qiuhong ChenDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0000-0001-8444-4909
Hong YangDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0000-0003-1950-7269
Yuyuan WangDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0009-0009-0108-2347
Tianqi WuDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0009-0002-1622-5952
Qi WuDepartment of Cardiology, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, Sichuan, 610051, China, scu.edu.cn.ORCID https://orcid.org/0000-0002-9828-8721

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Radiation-induced heart disease (RIHD) is a serious complication of thoracic radiotherapy, and its pathogenesis involves systemic immune alterations. To elucidate these mechanisms, we profiled peripheral blood mononuclear cells (PBMCs) from patients before and after thoracic radiotherapy using single-cell RNA sequencing (scRNA-seq), with key findings validated via multiparameter flow cytometry and ELISA assays. Our analysis revealed that radiotherapy markedly reshaped the immune composition, expanding innate myeloid cells (monocytes and neutrophils) and reducing lymphocytes (T and NK cells); these compositional shifts were independently confirmed by flow cytometric analysis. Cell-cell communication networks showed that postradiotherapy monocytes evolved into central signaling hubs, exhibiting heightened proinflammatory ligand-receptor interactions. Consistent with this, monocytes showed broad transcriptional reprogramming with upregulation of canonical inflammatory pathways (IL-6/STAT3, TNF/NF-κB) and metabolic regulators (mTORC1, glycolysis). ELISA assays corroborated these transcriptomic signatures, demonstrating significantly elevated plasma levels of IL-6 and TNF-α post-treatment. Notably, scRNA-seq identified a selective expansion of the highly plastic intermediate (CD14++CD16+) monocyte subset, a specific population shift further verified by flow cytometry. These intermediate monocytes exhibited an immature, progenitor-like profile and were enriched at the origin of a Monocle3 pseudotime trajectory. Trajectory analysis indicated they differentiate into mature classical monocytes that upregulate proinflammatory effector genes such as S100A8, S100A9, and S100A12. Furthermore, pseudotime gene clustering revealed a functional bifurcation in monocyte behavior: one module drove inflammatory activation, while a second module simultaneously engaged oxidative stress responses and antioxidant defenses (e.g., glutathione metabolism). In summary, by integrating single-cell transcriptomics with experimental validation, we demonstrate that radiotherapy drives a systemic immune shift characterized by intermediate monocyte expansion and bifurcated programs of inflammation and stress adaptation. Intermediate monocytes emerge as key drivers of postradiotherapy inflammation, offering a potential cellular biomarker of RIHD risk and a target for immunomodulatory interventions to mitigate cardiovascular injury in cancer survivors.

Indexed as

flow cytometryinflammatory remodelingintermediate monocytespseudotime trajectoryRIHDsingle-cell RNA sequencing

Identifiers

PMID42004243
PMCPMC13090681

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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.