摘要:种族和三阴性乳腺癌:非编码RNA研究进展和系统生物学水平分析揭示了关键的分子差异

Aristeidis G. Telonis, I. Rigoutsos
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引用次数: 0

摘要

三阴性乳腺癌(TNBC)是乳腺癌的一种亚型,其特征在黑人/非裔美国人(B/Aa)和白人(Wh)妇女之间存在显著差异。尽管在了解TNBC中种族差异的原因方面已经取得了很大的进展,但还没有从分子肿瘤学的角度对这个问题进行系统级的调查。我们利用来自the Cancer Genome Atlas (TCGA)知识库的转录组学数据,研究了其中包含的Wh和B/Aa TNBC个体的正常乳腺和TNBC样本。具体来说,我们的分析整合了信使rna (mrna)、微rna (miRNAs)、miRNA异构体(isomir)和trna衍生片段(trf)的转录组学数据。异构体和trf是通过RNA干扰(RNAi)靶向基因和途径的组成性调控分子。除了RNAi外,isomir和trf还有其他尚未了解的作用模式。isomir和trf代表了我们对细胞转录后调控的理解的最新和非常重要的进展。使它们与本研究特别相关的是,我们已经表明,在细胞中活跃的异构体和trf的“足迹”在很大程度上取决于人的性别、种族和人口来源,以及组织类型、组织状态和疾病类型/亚型。我们分析和比较了正常乳腺和TNBC的TCGA样本,并分别对B/Aa和Wh供体进行了分析和比较。正如预期的那样,我们发现许多mrna是差异表达的。更重要的是,当我们比较B/Aa和Wh TNBC患者时,我们发现许多mrna的连接方式不同。我们的意思是,尽管两组患者有许多共同的调节剂和效应器,但在B/Aa和Wh TNBC患者中,调节剂与效应器相互作用的方式存在非常广泛的差异。我们积累的证据强烈表明,这种不同的线路是我们在B/Aa和Wh TNBC患者之间观察到的表型差异的重要驱动因素。我们的研究表明,在TNBC中,有大量的调控分子参与了这种重新布线和种族差异。在异构体中,我们发现了许多来自mir-200c和mir-21 miRNA前体以及致癌miR-17/92和miR-183/96/182簇的异构体。在trf中,我们发现许多trf来自核(如甘氨酸、亮氨酸)和线粒体trna(如缬氨酸、脯氨酸)。我们在MAPK和Wnt信号(两种与转移相关的途径)的帮助下展示了这种种族特异性的重新布线。我们在分析中采用的数据驱动方法使我们能够对两种状态(正常和癌症)和两个种族(B/Aa和Wh)的转录组进行全面研究。我们的方法使我们能够剖析由异构体和trf介导的复杂调控事件。它还帮助我们揭示了异构体和trf在两个种族中重塑mRNA表达的差异中的重要作用。总的来说,我们的研究结果表明,系统生物学水平的途径可能在TNBC和其他癌症的差异研究中证明是富有成效的。引文格式:Aristeidis G. Telonis, Isidore Rigoutsos。种族和三阴性乳腺癌:非编码RNA研究进展和系统生物学水平分析揭示了关键的分子差异[摘要]。见:第十届AACR会议论文集:种族/少数民族和医疗服务不足人群的癌症健康差异科学;2017年9月25-28日;亚特兰大,乔治亚州。费城(PA): AACR;癌症流行病学杂志,2018;27(7增刊):摘要nr B63。
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Abstract B63: Race and triple-negative breast cancer: Advances in noncoding RNA research together with a systems-biology-level analysis uncover key molecular differences
Triple-negative breast cancer (TNBC) is a subtype of breast cancer that is characterized by marked differences between Black/African-American (B/Aa) and White (Wh) women. Despite the great progress that has been achieved towards understanding the causes of race disparities in TNBC, there have been no system-level investigations of the problem from the standpoint of molecular oncology. We used the transcriptomic data from The Cancer Genome Atlas (TCGA) repository to study the normal breast and TNBC samples from Wh and B/Aa TNBC individuals that are contained in it. Specifically, our analysis integrated transcriptomic data from messenger RNAs (mRNAs), microRNAs (miRNAs), miRNA isoforms (isomiRs), and tRNA-derived fragments (tRFs). IsomiRs and tRFs are constitutive regulatory molecules that target genes and pathways through RNA interference (RNAi). In addition to RNAi, isomiRs and tRFs also have other modes of action that are not yet understood. IsomiRs and tRFs represent recent and very important advances in our understanding of post-transcriptional regulation in the cell. What makes them particularly relevant for this study is our having shown that the “footprint” of isomiRs and tRFs that are active in a cell depends strongly on a person9s gender, race, and population origin, as well as on tissue type, tissue state, and disease type/subtype. We analyzed and compared TCGA samples from normal breast and TNBC and did so separately for B/Aa and Wh donors. As expected, we found many mRNAs to be differentially expressed. More importantly, when we compared B/Aa and Wh TNBC patients we found many mRNAs to be differentially wired. By this we mean that, even though the two groups of patients have many regulators and effectors in common, there are very extensive differences in the manner regulators interact with effectors in B/Aa and in Wh TNBC patients, respectively. Our accumulated evidence suggests strongly that this differential wiring is an important driver of the phenotypic differences that we observe between B/Aa and Wh TNBC patients. Our studies show that there is a multitude of regulatory molecules that are involved in this rewiring and the racial disparities in TNBC. Among isomiRs, we identified numerous isomiRs that arise from the mir-200c and mir-21 miRNA precursors, and from the oncogenic miR-17/92 and miR-183/96/182 clusters. Among tRFs, we identified many tRFs that arise from nuclear (e.g., Glycine, Leucine) and mitochondrial tRNAs (e.g., Valine, Proline). We showcase this race-specific rewiring with the help of MAPK and Wnt signaling, two metastasis-related pathways. The data-driven approaches that we employed in the analysis enabled us to carry out comprehensive studies of the transcriptomes of two states (normal and cancer) and two races (B/Aa and Wh). Our methodology allowed us to dissect the complex regulatory events that are mediated by isomiRs and tRFs. It also helped us unravel the significant roles that isomiRs and tRFs have in reshaping mRNA expression differentially in the two races. Collectively, our findings suggest that systems biology-level avenues may prove fruitful in the study of disparities in TNBC and in other cancers. Citation Format: Aristeidis G. Telonis, Isidore Rigoutsos. Race and triple-negative breast cancer: Advances in noncoding RNA research together with a systems-biology-level analysis uncover key molecular differences [abstract]. In: Proceedings of the Tenth AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2017 Sep 25-28; Atlanta, GA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2018;27(7 Suppl):Abstract nr B63.
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Abstract B63: Race and triple-negative breast cancer: Advances in noncoding RNA research together with a systems-biology-level analysis uncover key molecular differences Abstract B72: DNA methylation and genetic alterations contribute to aggressive prostate cancer in African American men Abstract B67: Overexpression of claudin-3 tight junction protein in endometrial cancer cell lines and tumor tissues derived from African American women Abstract B71: Biologic for the treatment of CRLF2 B-cell acute lymphoblastic leukemia to reduce pediatric cancer health disparities Abstract C46: Fruit and vegetable intake and lung cancer incidence among Black women according to cigarette smoking status
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