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通过单细胞 RNA 测序解析 BRCA1 缺陷型乳腺肿瘤的异质性和肿瘤发生机制。

Dissecting the heterogeneity and tumorigenesis of BRCA1 deficient mammary tumors via single cell RNA sequencing.

机构信息

Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China.

Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China.

出版信息

Theranostics. 2021 Oct 25;11(20):9967-9987. doi: 10.7150/thno.63995. eCollection 2021.

Abstract

BRCA1 plays critical roles in mammary gland development and mammary tumorigenesis. And loss of BRCA1 induces mammary tumors in a stochastic manner. These tumors present great heterogeneity at both intertumor and intratumor levels. To comprehensively elucidate the heterogeneity of BRCA1 deficient mammary tumors and the underlying mechanisms for tumor initiation and progression, we conducted bulk and single cell RNA sequencing (scRNA-seq) on both mammary gland cells and mammary tumor cells isolated from knockout mice. We found the BRCA1 deficient tumors could be classified into four subtypes with distinct molecular features and different sensitivities to anti-cancer drugs at the intertumor level. Whereas within the tumors, heterogeneous subgroups were classified mainly due to the different activities of cell proliferation, DNA damage response/repair and epithelial-to-mesenchymal transition (EMT). Besides, we reconstructed the BRCA1 related mammary tumorigenesis to uncover the transcriptomes alterations during this process via pseudo-temporal analysis of the scRNA-seq data. Furthermore, from candidate markers for BRCA1 mutant tumors, we discovered and validated one oncogene , whose loss could reduce mammary tumor growth and . Our study provides a useful resource for better understanding of mammary tumorigenesis induced by BRCA1 deficiency.

摘要

BRCA1 在乳腺发育和乳腺肿瘤发生中发挥关键作用。BRCA1 的缺失以随机的方式诱导乳腺肿瘤。这些肿瘤在肿瘤间和肿瘤内水平均表现出很大的异质性。为了全面阐明 BRCA1 缺陷型乳腺肿瘤的异质性以及肿瘤起始和进展的潜在机制,我们对从 敲除小鼠中分离的乳腺腺泡细胞和乳腺肿瘤细胞进行了 bulk 和单细胞 RNA 测序(scRNA-seq)。我们发现 BRCA1 缺陷型肿瘤在肿瘤间水平可分为四个具有不同分子特征和对抗癌药物不同敏感性的亚型。而在肿瘤内,异质性亚群的分类主要是由于细胞增殖、DNA 损伤反应/修复和上皮-间充质转化(EMT)的不同活性。此外,我们通过对 scRNA-seq 数据进行伪时间分析,重建了与 BRCA1 相关的乳腺肿瘤发生过程,以揭示在此过程中转录组的改变。此外,从 BRCA1 突变型肿瘤的候选标志物中,我们发现并验证了一个癌基因 ,其缺失可降低乳腺肿瘤的生长速度和 。本研究为更好地理解 BRCA1 缺失诱导的乳腺肿瘤发生提供了有用的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/883a/8581428/dbdd43441b07/thnov11p9967g001.jpg

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