R package HIPHOP: parentage assignment using bi-allelic genetic markers
van de Pol, Martijn, Brouwer, Lyanne, and Cockburn, Andrew (2020) R package HIPHOP: parentage assignment using bi-allelic genetic markers. Comprehensive R Archive Network (CRAN).
|
PDF (Introduction to Hiphop)
- Supplemental Material
Download (969kB) | Preview |
|
|
PDF (Reference Manual for Hiphop)
- Supplemental Material
Download (219kB) | Preview |
|
|
PDF (Read Me - Hiphop)
- Supplemental Material
Download (294kB) | Preview |
Abstract
R package hiphop is a method for parentage assignment using bi-allelic genetic markers like SNPs (Single Nucleotide Polymorphism). It has widespread application (paternity and maternity assignment in a variety of mating systems) and outperforms conventional methods where closely related individuals occur in the pool of possible parents.
The method compares the genotypes of offspring with any combination of potentials parents and scores the number of mismatches of these individuals at bi-allelic genetic markers (e.g. Single Nucleotide Polymorphisms). It elaborates on a prior exclusion method based on the Homozygous Opposite Test (HOT; Huisman 2017 <doi:10.1111/1755-0998.12665>) by introducing the additional exclusion criterion HIPHOP (Homozygous Identical Parents, Heterozygous Offspring are Precluded; Cockburn et al., 2021). Potential parents are excluded if they have more mismatches than can be expected due to genotyping error and mutation, and thereby one can identify the true genetic parents and detect situations where one (or both) of the true parents is not sampled. Package 'hiphop' can deal with (a) the case where there is contextual information about parentage of the mother (i.e. a female has been seen to be involved in reproductive tasks such as nest building), but paternity is unknown (e.g. due to promiscuity), (b) where both parents need to be assigned, because there is no contextual information on which female laid eggs and which male fertilized them (e.g. polygynandrous mating system where multiple females and males deposit young in a common nest, or organisms with external fertilisation that breed in aggregations).
For details: Cockburn, Andrew, Peñalba, Joshua V., Jaccoud, Damian, Kilian, Andrzej, Brouwer, Lyanne, Double, Michael C., Margraf, Nicolas, Osmond, Helen L., Kruuk, Loeske E.B., and van de Pol, Martijn (2021) Hiphop: improved paternity assignment among close relatives using a simple exclusion method for biallelic markers. Molecular Ecology Resources, 21 (6). pp. 1850-1865. https://doi.org/10.1111/1755-0998.13389
Item ID: | 80037 |
---|---|
Item Type: | Other |
Related URLs: | |
Copyright Information: | Licensed under GNU General Public Licence, Version 2: https://cran.r-project.org/web/licenses/GPL-2 |
Date Deposited: | 01 Sep 2023 00:04 |
FoR Codes: | 49 MATHEMATICAL SCIENCES > 4905 Statistics > 490502 Biostatistics @ 100% |
SEO Codes: | 28 EXPANDING KNOWLEDGE > 2801 Expanding knowledge > 280102 Expanding knowledge in the biological sciences @ 100% |
Downloads: |
Total: 84 Last 12 Months: 7 |
More Statistics |