IF 3.3 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Mayukh Banerjee, Angeliki Lykoudi, Jae Y Hwang, Jianmin Pan, Shesh N Rai, Juw W Park, J Christopher States
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引用次数: 0

摘要

在砷诱导的皮肤鳞状细胞癌(cSCC)组织以及砷诱导的 cSCC 临床前细胞系模型中,hsa-miR-186(miR-186)表达过高。同时过表达 miR-186 和长期暴露于无机三价亚砷酸盐(iAs;100 nM)比单独过表达 miR-186 或单独暴露 iAs 更能转化人类 HaCaT 细胞系。iAs 和 miR-186 都能调节多种 mRNA 靶标的表达。然而,它们之间的相互作用如何影响整个转录组的 mRNA 表达,从而导致癌症的发生,目前尚不清楚。我们对同时长期暴露于 iAs(0/100 nM)12 周和 29 周的经过匹配的 HaCaT 细胞克隆(±miR-186 过表达)进行了纵向 RNA-seq 分析。我们采用两种不同的统计方法(t 统计和双因素方差分析)确定了各因素及其相互作用对不同基因表达和通路失调的影响。我们发现,无论选择哪种统计方法,一组核心通路都会发生确定性的失调,这可能代表了转化过程中的必要变化。数据表明,每个克隆系都可能采取独特的途径来失调转化所必需的这组核心通路,这突出了随机性在癌症发展中可能扮演的角色。本文提出了一些证据,以筛选每种统计方法的优缺点,从而从生物学角度理解在具有多种变量的大型数据集中对致癌起关键作用的事件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dysregulation of mRNA expression by hsa-miR-186 overexpression in arsenic-induced skin carcinogenesis.

Dysregulated miRNA expression contributes to development of arsenic-induced cutaneous squamous cell carcinoma (cSCC). hsa-miR-186 (miR-186) is overexpressed in arsenical cSCC tissues as well as in preclinical cell line model of arsenical cSCC. Simultaneous miR-186 overexpression and chronic inorganic trivalent arsenite (iAs; 100 nM) exposure transformed human HaCaT cell line preferentially over miR-186 overexpression or iAs exposure alone. Both iAs and miR-186 regulate the expression of wide range of mRNA targets. However, how their interaction impacts the transcriptome-wide mRNA expression landscape ushering in cancer is unknown. We performed longitudinal RNA-seq analysis in passage-matched HaCaT cell clones (±miR-186 overexpression) with simultaneous chronic iAs exposure (0/100 nM) at 12 and 29 weeks. We determined the impact of each factor and their interaction towards differential gene expression and pathway dysregulation employing two different statistical approaches (t-statistic and 2-factor ANOVA). We show that a core set of pathways are dysregulated deterministically irrespective of the statistical approach chosen, possibly representing necessary changes for transformation. The data suggest that each clonal line could take a unique route to dysregulate this core set of pathways necessary for transformation, highlighting the possible role of stochasticity in cancer development. Evidence is presented to sift the strengths and weaknesses of each statistical methodology in providing biological understanding of events that play crucial roles in carcinogenesis in large datasets with multiple contributing variables.

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来源期刊
CiteScore
6.80
自引率
2.60%
发文量
309
审稿时长
32 days
期刊介绍: Toxicology and Applied Pharmacology publishes original scientific research of relevance to animals or humans pertaining to the action of chemicals, drugs, or chemically-defined natural products. Regular articles address mechanistic approaches to physiological, pharmacologic, biochemical, cellular, or molecular understanding of toxicologic/pathologic lesions and to methods used to describe these responses. Safety Science articles address outstanding state-of-the-art preclinical and human translational characterization of drug and chemical safety employing cutting-edge science. Highly significant Regulatory Safety Science articles will also be considered in this category. Papers concerned with alternatives to the use of experimental animals are encouraged. Short articles report on high impact studies of broad interest to readers of TAAP that would benefit from rapid publication. These articles should contain no more than a combined total of four figures and tables. Authors should include in their cover letter the justification for consideration of their manuscript as a short article.
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