School of Life Sciences, Tsinghua University, Beijing, 100084, China.
Cancer Systems Biology Center, The China-Japan Union Hospital of Jilin University, Changchun, 130033, China.
Sci Rep. 2020 Feb 20;10(1):3065. doi: 10.1038/s41598-020-60030-5.
Triple negative breast cancer (TNBC) represents the most malignant subtype of breast cancer, and yet our understanding about its unique biology remains elusive. We have conducted a comparative computational analysis of transcriptomic data of TNBC and non-TNBC (NTNBC) tissue samples from the TCGA database, focused on genes involved in neural functions. Our main discoveries are: (1) while both subtypes involve neural functions, TNBC has substantially more up-regulated neural genes than NTNBC, suggesting that TNBC is more complex than NTNBC; (2) non-neural functions related to cell-microenvironment interactions and intracellular damage processing are key inducers of the neural genes in both TNBC and NTNBC, but the inducer-responder relationships are different in the two cancer subtypes; (3) key neural functions such as neural crest formation are predicted to enhance adaptive immunity in TNBC while glia development, along with a few other neural functions, induce both innate and adaptive immunity in NTNBC. These results reveal key differences in the biology between the two cancer subtypes, particularly in terms of the roles that neural functions play. Our findings may open new doors for further investigation of the distinct biology of TNBC vs. NTNBC.
三阴性乳腺癌(TNBC)是乳腺癌中最恶性的亚型,但我们对其独特生物学特性的理解仍然难以捉摸。我们对 TCGA 数据库中 TNBC 和非三阴性乳腺癌(NTNBC)组织样本的转录组数据进行了比较计算分析,重点关注涉及神经功能的基因。我们的主要发现是:(1)尽管两种亚型都涉及神经功能,但 TNBC 的上调神经基因数量明显多于 NTNBC,这表明 TNBC 比 NTNBC 更为复杂;(2)与细胞-微环境相互作用和细胞内损伤处理相关的非神经功能是 TNBC 和 NTNBC 中神经基因的关键诱导剂,但在这两种癌症亚型中,诱导剂-应答器关系不同;(3)预测神经嵴形成等关键神经功能会增强 TNBC 的适应性免疫,而神经胶质发育以及其他一些神经功能会诱导 NTNBC 的先天和适应性免疫。这些结果揭示了两种癌症亚型之间生物学的关键差异,特别是在神经功能所起的作用方面。我们的发现可能为进一步研究 TNBC 与 NTNBC 之间的独特生物学特性开辟新的途径。