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具有重组的合并过程下任意数量基因座的闭式渐近抽样分布

CLOSED-FORM ASYMPTOTIC SAMPLING DISTRIBUTIONS UNDER THE COALESCENT WITH RECOMBINATION FOR AN ARBITRARY NUMBER OF LOCI.

作者信息

Bhaskar Anand, Song Yun S

机构信息

University of California, Berkeley.

出版信息

Adv Appl Probab. 2012 Jun;44(2):391-407. doi: 10.1239/aap/1339878717.

DOI:10.1239/aap/1339878717
PMID:22859863
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3409093/
Abstract

Obtaining a closed-form sampling distribution for the coalescent with recombination is a challenging problem. In the case of two loci, a new framework based on asymptotic series has recently been developed to derive closed-form results when the recombination rate is moderate to large. In this paper, an arbitrary number of loci is considered and combinatorial approaches are employed to find closed-form expressions for the first couple of terms in an asymptotic expansion of the multi-locus sampling distribution. These expressions are universal in the sense that their functional form in terms of the marginal one-locus distributions applies to all finite- and infinite-alleles models of mutation.

摘要

获得带有重组的溯祖过程的闭式抽样分布是一个具有挑战性的问题。对于两个基因座的情况,最近已经开发了一个基于渐近级数的新框架,以便在重组率为中等至较大时得出闭式结果。在本文中,我们考虑了任意数量的基因座,并采用组合方法来找到多位点抽样分布渐近展开式中前几项的闭式表达式。这些表达式具有通用性,因为它们关于边际单基因座分布的函数形式适用于所有有限和无限等位基因突变模型。

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本文引用的文献

1
PADÉ APPROXIMANTS AND EXACT TWO-LOCUS SAMPLING DISTRIBUTIONS.帕德逼近与精确的两位点抽样分布。
Ann Appl Probab. 2012 Apr 1;22(2):576-607. doi: 10.1214/11-AAP780.
2
AN ASYMPTOTIC SAMPLING FORMULA FOR THE COALESCENT WITH RECOMBINATION.具有重组的合并过程的渐近抽样公式
Ann Appl Probab. 2010 Jun;20(3):1005-1028. doi: 10.1214/09-AAP646.
3
IMPORTANCE SAMPLING AND THE TWO-LOCUS MODEL WITH SUBDIVIDED POPULATION STRUCTURE.重要性抽样与具有细分种群结构的双基因座模型
Electron J Probab. 2015;20. doi: 10.1214/ejp.v20-3564. Epub 2016 Jun 4.
4
Two-Locus Likelihoods Under Variable Population Size and Fine-Scale Recombination Rate Estimation.可变种群大小下的两位点似然性与精细尺度重组率估计
Genetics. 2016 Jul;203(3):1381-99. doi: 10.1534/genetics.115.184820. Epub 2016 May 10.
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Partitioning, duality, and linkage disequilibria in the Moran model with recombination.具有重组的莫兰模型中的划分、对偶性和连锁不平衡
J Math Biol. 2016 Jul;73(1):161-97. doi: 10.1007/s00285-015-0936-6. Epub 2015 Nov 6.
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APPROXIMATE SAMPLING FORMULAS FOR GENERAL FINITE-ALLELES MODELS OF MUTATION.突变的一般有限等位基因模型的近似抽样公式
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Genetics. 2009 Nov;183(3):1087-103. doi: 10.1534/genetics.109.107995. Epub 2009 Sep 7.
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The fine-scale structure of recombination rate variation in the human genome.人类基因组中重组率变异的精细结构。
Science. 2004 Apr 23;304(5670):581-4. doi: 10.1126/science.1092500.
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A coalescent-based method for detecting and estimating recombination from gene sequences.一种基于溯祖理论从基因序列中检测和估计重组的方法。
Genetics. 2002 Mar;160(3):1231-41. doi: 10.1093/genetics/160.3.1231.
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Genetics. 2001 Dec;159(4):1805-17. doi: 10.1093/genetics/159.4.1805.
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Genetics. 2001 Nov;159(3):1299-318. doi: 10.1093/genetics/159.3.1299.
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Maximum likelihood estimation of recombination rates from population data.基于群体数据的重组率最大似然估计。
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