既然m6A甲基化具有这么重要的功能,且现在研究非常火爆,那我们是否可以预测RNA中的哪些位点会发生潜在的m6A甲基化呢,然后再决定是否有必要继续做相应的实验来验证呢。答案是肯定的!接下来,我们就讲一下有哪些软件或在线工具可以直接根据序列就预测RNA中潜在的m6A甲基化位点。
1. iRNA-Methyl
软件地址:http://lin.uestc.edu.cn/server/iRNA-Methyl
发表文章:Chen et al. iRNA-Methyl: Identifying N(6)-methyladenosine sites using pseudo nucleotide composition. Analytical Biochemistry,2015
2. SRAMP
软件地址:http://www.cuilab.cn/sramp/
发表文章:Zhou et al. SRAMP: prediction of mammalian N6-methyladenosine (m6A) sites based on sequence-derived features. Nucleic Acids Research, 2016
3. iRNAm5C-PseDNC
软件地址:http://www.jci-bioinfo.cn/iRNAm5C-PseDNC
发表文章:Qiu et al. iRNAm5C-PseDNC: identifying RNA 5-methylcytosine sites by incorporating physical-chemical properties into pseudo dinucleotide composition. Oncotarget, 2017
4. M6AMRFS
软件地址:http://server.malab.cn/M6AMRFS/
发表文章:Qiang et al. M6AMRFS: Robust Prediction of N6-Methyladenosine Sites With Sequence-Based Features in Multiple Species. Frontiers in Genetics, 2018
5. M6APred-EL
软件地址:http://server.malab.cn/M6APred-EL/
发表文章:Wei et al. M6APred-EL: A Sequence-Based Predictor for Identifying N6-methyladenosine Sites Using Ensemble Learning. Molecular Therapy: Nucleic Acids, 2018
6. DeepM6ASeq
软件地址:https://github.com/rreybeyb/DeepM6ASeq
发表文章:Zhang et al. DeepM6ASeq: prediction and characterization of m6A-containing sequences using deep learning. BMC Genomics, 2018
上面的这些软件可以预测RNA中的m6A甲基化位点,那么如何进一步注释m6A甲基化的功能呢体可用如下工具:
软件名称:m6Acomet
软件地址:http://www.xjtlu.edu.cn/biologicalsciences/m6acomet
发表文章:Wu et al. m6Acomet: large-scale functional prediction of individual m6 A RNA methylation sites from an RNA comethylation network. BMC Bioinformatics, 2019
希望今天的内容对大家有用,会持续更新经典内容,欢迎留言~~
参考文献
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Fu et al. Gene expression regulation mediated through reversible mRNA methylation, Nature Reviews Genetics, 2014
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Roundtree et al. Dynamic RNA Modifications in Gene Expression Regulation, Cell, 2017
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Lee et al. Emerging Roles of RNA Modification: m6 A and U-Tail, Cell, 2017
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