Martin Michael David, Brown David N, Ramos Kenneth S
Dept. of Physics, University of Louisville, Louisville, KY 40214, United States.
Western Kentucky University, 1906 College Heights Blvd, Bowling Green, Kentucky 42101, United States.
Comput Struct Biotechnol J. 2021 Oct 5;19:5667-5677. doi: 10.1016/j.csbj.2021.10.003. eCollection 2021.
Nearly half of the human genome is occupied by repetitive sequences of ancient virus-like genetic elements. The largest class, comprising 17% of the genome, belong to the type 1 Long INterspersed Elements (LINE-1) and are the only class capable of autonomous propagation in the genome. When epigenetic silencing mechanisms of LINE-1 fail, the proteins encoded by LINE-1 engage in reverse transcription to make new copies of their own or other DNAs that are pasted back into the genome. To elucidate how LINE-1 is dysregulated as a result of carcinogen exposure, we developed a computational model of key elements in the LINE-1 lifecycle, namely, the role of cytosolic ribonuclease (RNase), RNA interference (RNAi) by the antisense ORF0 RNA, and sequestration of LINE-1 products into stress granules and multivesicular structures. The model showed that when carcinogen exposure is represented as either a sudden increase in LINE-1 mRNA count, or as an increase in mRNA transcription rate, the retrotransposon copy number exhibits a distinct threshold behavior above which LINE-1 enters a positive feedback loop that allows the cDNA copy number to grow exponentially. We also found that most of the LINE-1 RNA was degraded via the RNAase pathway and that neither ORF0 RNAi, nor the sequestration of LINE-1 products into granules and multivesicular structures, played a significant role in regulating the retrotransposon's life cycle. Several aspects of the prediction agree with experimental results and indicate that the model has significant potential to inform future experiments related to LINE-1 activation.
近一半的人类基因组被古老的病毒样遗传元件的重复序列占据。最大的一类,占基因组的17%,属于1型长散在元件(LINE-1),是基因组中唯一能够自主传播的类别。当LINE-1的表观遗传沉默机制失效时,LINE-1编码的蛋白质会进行逆转录,以制造自身或其他DNA的新拷贝,然后粘贴回基因组中。为了阐明LINE-1如何因致癌物暴露而失调,我们开发了一个LINE-1生命周期关键元件的计算模型,即胞质核糖核酸酶(RNase)的作用、反义ORF0 RNA的RNA干扰(RNAi)以及将LINE-1产物隔离到应激颗粒和多囊泡结构中。该模型表明,当致癌物暴露表现为LINE-1 mRNA数量的突然增加或mRNA转录速率的增加时,逆转座子拷贝数呈现出明显的阈值行为,超过该阈值,LINE-1进入正反馈循环,使cDNA拷贝数呈指数增长。我们还发现,大多数LINE-1 RNA通过RNA酶途径降解,并且ORF0 RNAi以及将LINE-1产物隔离到颗粒和多囊泡结构中,在调节逆转座子的生命周期中均未发挥重要作用。预测的几个方面与实验结果一致,表明该模型在为未来与LINE-1激活相关的实验提供信息方面具有巨大潜力。