Constructing founder sets under allelic and non-allelic homologous recombination (vol 18, 15, 2023)

被引:0
|
作者
Bonnet, Konstantinn [1 ,2 ]
Marschall, Tobias [1 ,2 ]
Doerr, Daniel [1 ,2 ]
机构
[1] Heinrich Heine Univ, Inst Med Biometry & Bioinformat, Med Fac, Moorenstr 5, D-40225 Dusseldorf, Germany
[2] Heinrich Heine Univ, Ctr Digital Med, Moorenstr 5, D-40225 Dusseldorf, Germany
关键词
Founder set reconstruction; Homologous recombination; NAHR; Pangenomics; Variation graph;
D O I
10.1186/s13015-023-00244-0
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Homologous recombination between the maternal and paternal copies of a chromosome is a key mechanism for human inheritance and shapes population genetic properties of our species. However, a similar mechanism can also act between different copies of the same sequence, then called non-allelic homologous recombination (NAHR). This process can result in genomic rearrangements—including deletion, duplication, and inversion—and is underlying many genomic disorders. Despite its importance for genome evolution and disease, there is a lack of computational models to study genomic loci prone to NAHR. In this work, we propose such a computational model, providing a unified framework for both (allelic) homologous recombination and NAHR. Our model represents a set of genomes as a graph, where haplotypes correspond to walks through this graph. We formulate two founder set problems under our recombination model, provide flow-based algorithms for their solution, describe exact methods to characterize the number of recombinations, and demonstrate scalability to problem instances arising in practice. © 2023, BioMed Central Ltd., part of Springer Nature.
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