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胞苷脱氨酶不足报告器 (CDUR) 作为一种研究脱氨酶突变压力下序列进化的工具。

The cytidine deaminase under-representation reporter (CDUR) as a tool to study evolution of sequences under deaminase mutational pressure.

机构信息

Department of Applied Mathematics and Statistics, Stony Brook University, 100 Nicolls Road, Stony Brook, NY, USA.

Laufer Center for Physical and Quantitative Biology, Stony Brook University, 100 Nicolls Road, Stony Brook, NY, USA.

出版信息

BMC Bioinformatics. 2018 May 2;19(1):163. doi: 10.1186/s12859-018-2161-y.

Abstract

BACKGROUND

Activation induced deaminase (AID) and apolipoprotein B mRNA editing enzyme, catalytic polypeptide-like 3 (APOBEC3) are deaminases that mutate C to U on single-stranded DNA (ssDNA). AID is expressed primarily in germinal center B-cells, where it facilitates affinity maturation and class-switch recombination. APOBEC3 are a family of anti-viral proteins that act as part of the intrinsic immune response. In both cases, there are particular sequence motifs, also known as "mutation motifs", to which these deaminases prefer to bind and mutate.

RESULTS

We present a program, the cytidine deaminase under-representation reporter (CDUR) designed to statistically determine whether a given sequence has an under/over-representation of these mutation motifs. CDUR shows consitency with other studies of mutation motifs, as we show by analyzing sequences from the adeno-associated virus 2 (AAV2) and human papillomavirus (HPV).

CONCLUSION

Using various shuffling mechanisms to generate different null model distributions, we can tailor CDUR to correct for metrics such as GC-content, dinucleotide frequency, and codon bias.

摘要

背景

激活诱导的脱氨酶(AID)和载脂蛋白 B mRNA 编辑酶,催化多肽样 3(APOBEC3)是使单链 DNA(ssDNA)上的 C 突变为 U 的脱氨酶。AID 主要在生发中心 B 细胞中表达,在那里它促进亲和力成熟和类别转换重组。APOBEC3 是一组抗病毒蛋白,作为固有免疫反应的一部分发挥作用。在这两种情况下,都有特定的序列基序,也称为“突变基序”,这些脱氨酶倾向于结合并突变这些基序。

结果

我们提出了一个程序,即胞嘧啶脱氨酶表示不足报告器(CDUR),旨在统计确定给定序列是否存在这些突变基序的表达不足/过度。我们通过分析腺相关病毒 2(AAV2)和人乳头瘤病毒(HPV)的序列来展示 CDUR 与其他突变基序研究的一致性。

结论

使用各种改组机制生成不同的零模型分布,我们可以根据 GC 含量、二核苷酸频率和密码子偏好等指标对 CDUR 进行调整。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d97f/5930495/8d413aaab8f5/12859_2018_2161_Fig1_HTML.jpg

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