点突变影响外显子剪接

外显子剪接过程


The whole process is regulated by trans-acting elements such as SR proteins, heterogeneous nuclear ribonucleoproteins, and the regulatory complex. ESE, exonic splicing enhancer; ESS, exonic splicing silencer; ISE, intronic splicing enhancer; ISS, intronic splicing silencer; ss, splice site.

文章解读

In silico prediction of splice-altering single nucleotide variants in the human genome
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4267638/

拼接机制:

(i) splicing signals, including the 5′/3′ splice site and the branch point;
(ii) splicing regulatory elements, i.e. exonic/intronic splicing enhancers/silencers;
(iii) the spliceosome and other trans-acting elements that bind to cis-acting elements.


结论:

提出两种集成学习方法,自适应增强(AdaBoost)和随机森林,被用于构建改进预测的新模型。
预先计算了人类基因组中所有潜在scSNV的整体评分,并将这两个分数及其相应的注释信息作成数据库(dbscSNV)

dbscSNV数据库(推荐使用)

以chr22的vcf测试
annovar注释结果筛选值大于0.6的:

dbscsnv11      0.9833  22      19950045        19950045        T       A       het     116.77  22
dbscsnv11      0.9465  22      22049783        22049783        C       T       het     151.77  14

对于内含子内部的位点,目前软件很难预测准确,当怀疑为内含子突变引起的可变剪切时,也许可做一个RNA逆转录。

其他在线识别剪接工具

GeneSplicer
http://www.cbcb.umd.edu/software/GeneSplicer/gene_spl.shtml

HumanSplicingFinder
http://www.umd.be/HSF/

NetGene2
http://www.cbs.dtu.dk/services/NetGene2

NNSplice
http://www.fruitfly.org/seq_tools/splice.html

FSPLICE
http://www.softberry.com/berry.phtml?topic=fsplice&group=programs&subgroup=gfind

Augustus
http://bioinf.uni-greifswald.de/augustus/submission.php

SPANR:
http://tools.genes.toronto.edu

HSF3:
http://umd.be/HSF3/

补充文章:InterVar: Clinical Interpretation of Genetic Variants by the 2015 ACMG-AMP Guidelines

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5294755/
InterVar:2015年ACMG-AMP指南对遗传变异的临床解释

对用ANNOVAR生成突变注释信息进行了解释并有特定的打分,最后归为五层分类系统
ACMG和AMP以来自不同数据共28个标准,推荐遗传变异使用五层分类系统:pathogenic, likely pathogenic, uncertain significance, likely benign, and benign

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