1. Dissecting the heterogeneity and tumorigenesis of BRCA1 deficient mammary tumors via single cell RNA sequencing.
- Author
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Sun H, Zeng J, Miao Z, Lei KC, Huang C, Hu L, Su SM, Chan UI, Miao K, Zhang X, Zhang A, Guo S, Chen S, Meng Y, Deng M, Hao W, Lei H, Lin Y, Yang Z, Tang D, Wong KH, Zhang XD, Xu X, and Deng CX
- Subjects
- Animals, BRCA1 Protein metabolism, Breast pathology, Breast Neoplasms metabolism, Breast Neoplasms pathology, Cell Line, Tumor, Cell Proliferation genetics, Cell Transformation, Neoplastic genetics, DNA Repair genetics, Epithelial-Mesenchymal Transition genetics, Female, Gene Expression genetics, Gene Expression Profiling methods, Gene Expression Regulation, Neoplastic genetics, Genes, BRCA1 physiology, Genetic Heterogeneity, Humans, Mammary Neoplasms, Animal genetics, Mammary Neoplasms, Animal pathology, Mice, Mice, 129 Strain, Mice, Inbred C57BL, Mice, Knockout, Sequence Analysis, RNA methods, Single-Cell Analysis methods, Transcriptome genetics, BRCA1 Protein genetics, Breast Neoplasms genetics, Carcinogenesis genetics
- Abstract
Background: 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. Methods: 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 Brca1 knockout mice. Results: 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 Mrc2 , whose loss could reduce mammary tumor growth in vitro and in vivo . Conclusion: Our study provides a useful resource for better understanding of mammary tumorigenesis induced by BRCA1 deficiency., Competing Interests: Competing Interests: The authors have declared that no competing interest exists., (© The author(s).)
- Published
- 2021
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