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模拟针对多个患病亲属确定的家系。

Simulating pedigrees ascertained for multiple disease-affected relatives.

作者信息

Nieuwoudt Christina, Jones Samantha J, Brooks-Wilson Angela, Graham Jinko

机构信息

1Department of Statistics and Actuarial Science, Simon Fraser University, 8888 University Drive, V5A 1S6, Burnaby, Canada.

2Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, 675 W 10th Ave, V5Z 1L3, Vancouver, Canada.

出版信息

Source Code Biol Med. 2018 Oct 15;13:2. doi: 10.1186/s13029-018-0069-6. eCollection 2018.

Abstract

BACKGROUND

Studies that ascertain families containing multiple relatives affected by disease can be useful for identification of causal, rare variants from next-generation sequencing data.

RESULTS

We present the R package SimRVPedigree, which allows researchers to simulate pedigrees ascertained on the basis of multiple, affected relatives. By incorporating the ascertainment process in the simulation, SimRVPedigree allows researchers to better understand the within-family patterns of relationship amongst affected individuals and ages of disease onset.

CONCLUSIONS

Through simulation, we show that affected members of a family segregating a rare disease variant tend to be more numerous and cluster in relationships more closely than those for sporadic disease. We also show that the family ascertainment process can lead to apparent anticipation in the age of onset. Finally, we use simulation to gain insight into the limit on the proportion of ascertained families segregating a causal variant. SimRVPedigree should be useful to investigators seeking insight into the family-based study design through simulation.

摘要

背景

确定包含多个患病亲属的家系的研究,对于从下一代测序数据中识别因果性罕见变异可能是有用的。

结果

我们展示了R软件包SimRVPedigree,它允许研究人员模拟基于多个患病亲属确定的家系。通过在模拟中纳入确定过程,SimRVPedigree使研究人员能够更好地理解患病个体之间的家庭内部关系模式以及疾病发病年龄。

结论

通过模拟,我们表明,与散发性疾病相比,分离罕见疾病变异的家系中的患病成员往往更多,并且在亲属关系中聚集得更紧密。我们还表明,家系确定过程可能导致发病年龄出现明显的遗传早现现象。最后,我们利用模拟来深入了解分离因果变异的确定家系比例的限度。SimRVPedigree对于寻求通过模拟深入了解基于家系的研究设计的研究人员应该是有用的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3523/6190569/8d78cbe57b6a/13029_2018_69_Fig1_HTML.jpg

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本文引用的文献

1
Negative Binomial Process Count and Mixture Modeling.
IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):307-20. doi: 10.1109/TPAMI.2013.211.
2
Ascertainment bias causes false signal of anticipation in genetic prion disease.
Am J Hum Genet. 2014 Oct 2;95(4):371-82. doi: 10.1016/j.ajhg.2014.09.003.
3
Whole exome sequencing of distant relatives in multiplex families implicates rare variants in candidate genes for oral clefts.
Genetics. 2014 Jul;197(3):1039-44. doi: 10.1534/genetics.114.165225. Epub 2014 May 2.
4
Inferring rare disease risk variants based on exact probabilities of sharing by multiple affected relatives.
Bioinformatics. 2014 Aug 1;30(15):2189-96. doi: 10.1093/bioinformatics/btu198. Epub 2014 Apr 16.
6
Exome sequencing in multiplex autism families suggests a major role for heterozygous truncating mutations.
Mol Psychiatry. 2014 Jul;19(7):784-90. doi: 10.1038/mp.2013.106. Epub 2013 Sep 3.
7
A population-based analysis of clustering identifies a strong genetic contribution to lethal prostate cancer.
Front Genet. 2013 Aug 20;4:152. doi: 10.3389/fgene.2013.00152. eCollection 2013.
8
Some surprising twists on the road to discovering the contribution of rare variants to complex diseases.
Hum Hered. 2012;74(3-4):113-7. doi: 10.1159/000347020. Epub 2013 Apr 11.
9
The role of large pedigrees in an era of high-throughput sequencing.
Hum Genet. 2012 Oct;131(10):1555-63. doi: 10.1007/s00439-012-1190-2. Epub 2012 Jun 20.

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