Evidence map›Paper›PMID 39658531›Full record

ArticleClinical and translational medicine2024

Investigating intra-tumoural heterogeneity and microenvironment diversity in primary cardiac angiosarcoma through single-cell RNA sequencing.

Jingyuan Huo, Zhen Wang, Wenting Zhao, Miao Chen, Haoyang Li, Fengpu He, Xiao Tian, Yaqi Ma, Firyuza Husanova, Liang Ma and 4 more

Abstract read
In one paragraph

Article in Clinical and translational medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Primary cardiac angiosarcoma: From pathogenesis to therapeutic strategies.Medical oncology (Northwood, London, England) · 2026
    Review
  3. Review
  4. Article
  5. Review
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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.

Jingyuan HuoDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Zhen WangDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Wenting ZhaoDepartment of Cardiology, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Miao ChenDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Haoyang LiDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Fengpu HeDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Xiao TianDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Yaqi MaDepartment of Pathology, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Firyuza HusanovaDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Liang MaDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Yiming NiDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Hongda DingDepartment of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China.
Weidong LiDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.
Hongfei XuDepartment of Cardiovascular Surgery, School of Medicine, the First Affiliated Hospital of Zhejiang University, Hangzhou, China.ORCID 0000-0002-8891-2463

Funding

National Natural Science Foundation of China 82200269National Natural Science Foundation of China 82271812)Zhejiang Province's Science Technology Department 2023C03087)Zhejiang Province's Science Technology Department 2024C03026
6 · The paper itself

Abstract

backgroundPrimary cardiac angiosarcoma (PCAS) is a rare and aggressive heart tumour with limited treatment options and a poor prognosis. Understanding cellular heterogeneity and tumour microenvironment (TME) is crucial for the development of effective therapies. Here, we investigated the intratumoural heterogeneity and TME diversity of PCAS using single-cell RNA sequencing (scRNA-seq).

methodsWe performed scRNA-seq analysis on tumour samples from four patients with PCAS, supplemented with multicolour immunohistochemistry for identification. We used scRNA-seq data from five normal cardiac tissue samples downloaded from public databases for comparative analyses. Bioinformatic analyses, including Cell Ranger, Seurat, Monocle2, hdWGCNA, SCENIC and NicheNet, were utilized to identify distinct cell populations, transcriptional patterns, and co-regulating gene modules.

resultsOur analysis revealed significant intratumoural heterogeneity in PCAS driven by diverse biological processes such as protein synthesis, degradation, and RIG-I signalling inhibition. The SCENIC analysis identified three primary transcription factors' clusters (CEBPB, MYC and TAL1). T-cell subset analysis showed exhausted antigen-specific T-cells, complicating the efficacy of immune checkpoint blockade. Furthermore, we observed suppressive macrophages (SPP1+ and OLR1+) and reduced mitochondrial gene MT-RNR2 (MTRNR2L12) expression in TME-infiltrating cells, indicating impaired mitochondrial function.

conclusionThis study elucidates the complex cellular landscape and immune microenvironment of PCAS, highlighting potential molecular targets for the development of novel therapies. These findings underscore the importance of a multifaceted therapeutic approach for addressing the challenges posed by PCAS's heterogeneity and immune evasion. KEY POINTS: Insights into the heterogeneity and transcriptional patterns of sarcoma cells may explain the challenges in treating primary cardiac angiosarcoma (PCAS) using the current therapeutic modalities. Characterization of the immune microenvironment revealed significant immunosuppression mediated by specific myeloid cell populations (SPP1+ and OLR1+ macrophages). Identification of mitochondrial dysfunction in immune cells within the PCAS microenvironment, particularly the notable downregulation of the MTRNR2L12 protein, suggests a new avenue for therapeutic targeting.

Indexed as

Heart NeoplasmsHemangiosarcomaSequence Analysis, RNASingle-Cell AnalysisTumor MicroenvironmentFemaleHumansMaleMiddle Agedheterogeneitymulticolour immunohistochemistryprimary cardiac angiosarcomasingle‐cell RNA sequencingtumour microenvironment

Identifiers

PMID39658531
PMCPMC11631565

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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.