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单细胞RNA测序表征乳腺癌中成纤维细胞的异质性,揭示了一种新型的SFRP4癌相关成纤维细胞亚型,其可抑制迁移并预测预后。

scRNA-seq characterizing the heterogeneity of fibroblasts in breast cancer reveals a novel subtype SFRP4 CAF that inhibits migration and predicts prognosis.

作者信息

Ning Lvwen, Quan Chuntao, Wang Yue, Wu Zhijie, Yuan Peixiu, Xie Ni

机构信息

Biobank, Shenzhen Second People's Hospital, First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen University, Shenzhen, China.

Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.

出版信息

Front Oncol. 2024 Apr 15;14:1348299. doi: 10.3389/fonc.2024.1348299. eCollection 2024.

DOI:10.3389/fonc.2024.1348299
PMID:38686196
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11056562/
Abstract

INTRODUCTION

Cancer-associated fibroblasts (CAFs) are a diverse group of cells that significantly impact the tumor microenvironment and therapeutic responses in breast cancer (BC). Despite their importance, the comprehensive profile of CAFs in BC remains to be fully elucidated.

METHODS

To address this gap, we utilized single-cell RNA sequencing (scRNA-seq) to delineate the CAF landscape within 14 BC normal-tumor paired samples. We further corroborated our findings by analyzing several public datasets, thereby validating the newly identified CAF subtype. Additionally, we conducted coculture experiments with BC cells to assess the functional implications of this CAF subtype.

RESULTS

Our scRNA-seq analysis unveiled eight distinct CAF subtypes across five tumor and six adjacent normal tissue samples. Notably, we discovered a novel subtype, designated as SFRP4+ CAFs, which was predominantly observed in normal tissues. The presence of SFRP4+ CAFs was substantiated by two independent scRNA-seq datasets and a spatial transcriptomics dataset. Functionally, SFRP4+ CAFs were found to impede BC cell migration and the epithelial-mesenchymal transition (EMT) process by secreting SFRP4, thereby modulating the WNT signaling pathway. Furthermore, we established that elevated expression levels of SFRP4+ CAF markers correlate with improved survival outcomes in BC patients, yet paradoxically, they predict a diminished response to neoadjuvant chemotherapy in cases of triple-negative breast cancer.

CONCLUSION

This investigation sheds light on the heterogeneity of CAFs in BC and introduces a novel SFRP4+ CAF subtype that hinders BC cell migration. This discovery holds promise as a potential biomarker for refined prognostic assessment and therapeutic intervention in BC.

摘要

引言

癌症相关成纤维细胞(CAFs)是一类多样的细胞,对乳腺癌(BC)的肿瘤微环境和治疗反应有重大影响。尽管它们很重要,但BC中CAFs的全面概况仍有待充分阐明。

方法

为了填补这一空白,我们利用单细胞RNA测序(scRNA-seq)来描绘14例BC正常-肿瘤配对样本中的CAF格局。我们通过分析几个公共数据集进一步证实了我们的发现,从而验证了新鉴定的CAF亚型。此外,我们与BC细胞进行了共培养实验,以评估这种CAF亚型的功能意义。

结果

我们的scRNA-seq分析揭示了五个肿瘤和六个相邻正常组织样本中的八种不同CAF亚型。值得注意的是,我们发现了一种新的亚型,命名为SFRP4+ CAFs,主要在正常组织中观察到。两个独立的scRNA-seq数据集和一个空间转录组学数据集证实了SFRP4+ CAFs的存在。在功能上,发现SFRP4+ CAFs通过分泌SFRP4来阻碍BC细胞迁移和上皮-间质转化(EMT)过程,从而调节WNT信号通路。此外,我们确定SFRP4+ CAF标志物的表达水平升高与BC患者更好的生存结果相关,但矛盾的是,它们预测三阴性乳腺癌患者对新辅助化疗的反应减弱。

结论

本研究揭示了BC中CAFs的异质性,并引入了一种阻碍BC细胞迁移的新型SFRP4+ CAF亚型。这一发现有望作为一种潜在的生物标志物,用于BC的精确预后评估和治疗干预。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/aad26f219a09/fonc-14-1348299-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/be63af5279e1/fonc-14-1348299-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/06212d850f44/fonc-14-1348299-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/8a0bd3a48cda/fonc-14-1348299-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/327304dde5a5/fonc-14-1348299-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/aad26f219a09/fonc-14-1348299-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/be63af5279e1/fonc-14-1348299-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/06212d850f44/fonc-14-1348299-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/8a0bd3a48cda/fonc-14-1348299-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/327304dde5a5/fonc-14-1348299-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66a1/11056562/aad26f219a09/fonc-14-1348299-g005.jpg

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