Evidence mapPaperPMID 40460936Full record

ArticleJournal of advanced research2026

Single-cell and spatial transcriptome profiling identifies cellular heterogeneity and immunosuppressive tumor microenvironment in inflammatory breast cancer.

Xueni Sun, Jing Xia, Haiyang Jiang, Ting Duan, Chunli Zhang, Qinyi Li, Zuyi Yang, Ruonan Zhang, Xia Ding, Xidong Gu and 3 more

Abstract read
In one paragraph

Article in Journal of advanced research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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

13 authors.

Xueni SunSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Jing XiaSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Haiyang JiangSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Ting DuanSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Chunli ZhangDepartment of Pathology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Qinyi LiSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Zuyi YangSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Ruonan ZhangSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
Xia DingSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China. Electronic address: dingx@bucm.edu.cn.
Xidong GuDepartment of Breast Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China. Electronic address: guxidong@163.com.
Xiaohong XieDepartment of Breast Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China. Electronic address: xxh666857@163.com.
Tian XieSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China. Electronic address: tianxie@hznu.edu.cn.
Xinbing SuiSchool of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China. Electronic address: suilab@hznu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionInflammatory breast cancer (IBC) is a highly aggressive subtype of breast cancer associated with a poor prognosis. A better understanding of IBC's pathological and molecular basis is crucial for developing precision medicine strategies.

objectiveThis study aimed to profile IBC at both the single-cell and spatial levels to examine immune cell populations, signaling pathways, and identify potential therapeutic targets for treating IBC.

methodsSingle-cell RNA sequencing (scRNA-seq) was employed to identify immune-related differences between IBC and non-IBC samples. qRT-PCR and fluorescence staining were utilized to validate the findings from scRNA-seq, while spatial analysis using the NanoString GeoMx Digital Spatial Profiler was conducted to evaluate immune cell infiltration. Tumor-immune cell co-culture assays were conducted to assess the cytotoxic role of CXCL13. In vivo studies were performed to assess the effect of CXCL13 on the efficacy of immunotherapy. Furthermore, a screening of natural products was performed to identify potential immunomodulatory agents for the treatment of IBC.

resultsscRNA-seq revealed a significant reduction in CXCL13 expression in T cells within the IBC tumor microenvironment, a finding that correlated with poorer patient outcomes. Additionally, immune-related gene sets were notably downregulated, and cell-cell interactions were diminished, indicating a state of immune suppression within IBC. Spatial analysis further demonstrated a reduced presence of CD45-positive immune cells within IBC tumor tissues, highlighting the compromised immune infiltration characteristic of this aggressive cancer subtype. Most importantly, overexpression of CXCL13 in tumor cells, under co-culture with immune cells, significantly promoted tumor cell death. CXCL13 can also enhance the efficacy of anti-PD-1 therapy in vivo. Furthermore, screening of natural products identified sanguinarine and α-mangostin as potential immunomodulatory compounds, offering promising therapeutic avenues for modulating the immune response in IBC and improving treatment outcomes.

conclusionOur findings reveal inherent heterogeneity within the "cold" tumor microenvironment of IBC. These factors collectively contribute to the immune suppression characteristic of IBC. Additionally, natural product screening identified sanguinarine and α-mangostin as promising immunomodulatory agents, offering potential therapeutic strategies to improve treatment outcomes.

Indexed as

Inflammatory Breast NeoplasmsTumor MicroenvironmentAnimalsCell Line, TumorChemokine CXCL13Coculture TechniquesFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMiceSingle-Cell AnalysisTranscriptomeChemokine CXCL13CXCL13 protein, humanImmune responseInflammatory breast cancerNatural productsSingle cell RNA sequencingTumor microenvironment

Identifiers

PMID40460936
PMCPMC12957832

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.