Evidence map›Paper›PMID 40624675›Full record

ArticleJournal of experimental & clinical cancer research : CR2025

Single-cell transcriptome analysis reveals the malignant characteristics of tumour cells and the immunosuppressive landscape in HER2-positive inflammatory breast cancer.

Juan Huang, Yongwei Zhu, Wenjing Zeng, Yulong Zhang, Weizhi Xia, Fan Xia, Liyu Liu, Kuansong Wang, Yidi Guan, Taohong Shen and 5 more

Abstract read
In one paragraph

Article in Journal of experimental & clinical cancer research : CR, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Reprogramming the Immune Landscape of Inflammatory Breast Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. 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

15 authors.

Juan Huang *Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, China.
Yongwei Zhu *Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.
Wenjing ZengDepartment of Breast Surgery, Xiangya Hospital, Central South University, Changsha, China.
Yulong ZhangDepartment of Respiratory, The Sixth Clinical Medical College of Xinjiang Medical University, Urumqi, China.
Weizhi XiaThe Second Affiliated Hospital of Xinjiang Medical University, Urumqi, China.
Fan XiaDepartment of Breast Surgery, Xiangya Hospital, Central South University, Changsha, China.
Liyu LiuXiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China.
Kuansong WangDepartment of Pathology, School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.
Yidi GuanXiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China.
Taohong ShenHuarong County People's Hospital, Hunan, China.
Bingjian JiangDepartment of Breast and Thyroid Surgery, The People's Hospital of Xiangxi Autonomous Prefecture, Jishou, Hunan, China.
Lunquan SunXiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China.
Ayong CaoKey Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China. caoayong0309@sina.com.
Shouman WangDepartment of Breast Surgery, Xiangya Hospital, Central South University, Changsha, China. wangshouman@126.com.
Zhi LiXiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China. peries@csu.edu.cn.ORCID http://orcid.org/0000-0002-7166-9874

Funding

Hunan Province Science and Technology Innovation Plan Project 2022RC1019Hunan Province Science and Technology Innovation Plan Project 2024WZ9003Hunan Province Science and Technology Innovation Plan Project 2025JJ50645National Natural Science Foundation of China 82103675National Natural Science Foundation of China 823002978Natural Science Foundation of Hunan Province of China 2022SK2041Natural Science Foundation of Hunan Province of China 2024JJ6701Natural Science Foundation of Hunan Province of China 2024JJ9133Postdoctoral Fellowship Program of CPSF GZC20233169
6 · The paper itself

Abstract

backgroundInflammatory breast cancer (IBC), of which HER2 + is the predominant subtype, is extremely aggressive and difficult to treat. Previous studies have suggested that targeting the tumour microenvironment (TME) may provide new directions for IBC diagnosis and treatment.

methodsIn this study, we used single-cell transcriptome technology (scRNA-seq) to investigate the molecular features of the TME of HER2 + IBC patients and performed a comprehensive and detailed comparison of the cellular components and molecular phenotypes of the TME between IBC patients and noninflammatory breast cancer (nIBC) patients to elucidate the cell types that are specifically enriched in the TME of IBC patients, as well as the molecular features that are responsible for the preferential remodelling of the cellular functional state in the TME.

resultsA total of 15,832 cells, including epithelial cells, endothelial cells, stromal cells, T cells, B cells, antibody secreting cells (ASCs) and myeloid cells, were obtained from tumour tissues from 3 HER2 + IBC patients for scRNA analysis. By comparing the TME with that of HER2 + nIBC patients in a public database, we found that the TME of HER2 + IBC patients had a greater level of lymphocyte infiltration than that of nIBC patients did, and an especially significant enrichment of ASCs (mainly plasmablasts or plasma cells). In the TME of HER2 + IBC patients, tumour-infiltrating T cells exhibited a dual molecular phenotype of high activation and high exhaustion, with tumour-infiltrating B cells preferring the extrafollicular developmental pathway, and tumour-infiltrating myeloid and mesenchymal cells exhibiting a greater immunosuppressive status. By performing a cellular interaction analysis, we revealed that PTN molecules were significantly overexpressed in HER2 + IBC tumour cells and that the cellular interactions mediated by these molecules were strongly correlated with the functional polarisation of the cellular components in the TME. We observed that HER2 + IBC tumour cells have an active interferon response and epithelial mesenchymal transition (EMT) signalling, and that their malignant process is strongly correlated with the inflammatory response. Moreover, we found that HER2 + IBC tumour-infiltrating B cells promoted necroptosis of endothelial cells through high expression of TNF, thus promoting inflammatory responses.

conclusionWe found a strong correlation between high expression of PTN molecules in HER2 + IBC tumour cells and their highly invasive characteristics and highly immunosuppressive TME. These results suggest that HER2 + IBC tumour cells can promote an inflammatory response by upregulating the expression of TNF molecules in B cells via PTN molecules and that the enhanced inflammatory response in turn promotes tumour progression, a malignant cycle that shapes a more immunosuppressive TME. Therefore, diagnostic and therapeutic strategies targeting the PTN-TNF molecular axis may have considerable potential for development in HER2 + IBC patients.

Indexed as

Erb-b2 Receptor Tyrosine KinasesInflammatory Breast NeoplasmsSingle-Cell AnalysisTranscriptomeFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansSingle-Cell Gene Expression AnalysisTumor MicroenvironmentERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesHER2IBCImmunosuppressionPTNScRNATMETNF

Identifiers

PMID40624675
PMCPMC12235857

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.