Literature DB >> 25271302

A flexible bayesian model for testing for transmission ratio distortion.

Joaquim Casellas1, Arianna Manunza2, Anna Mercader3, Raquel Quintanilla4, Marcel Amills2.   

Abstract

Current statistical approaches to investigate the nature and magnitude of transmission ratio distortion (TRD) are scarce and restricted to the most common experimental designs such as F2 populations and backcrosses. In this article, we describe a new Bayesian approach to check TRD within a given biallelic genetic marker in a diploid species, providing a highly flexible framework that can accommodate any kind of population structure. This model relies on the genotype of each offspring and thus integrates all available information from either the parents' genotypes or population-specific allele frequencies and yields TRD estimates that can be corroborated by the calculation of a Bayes factor (BF). This approach has been evaluated on simulated data sets with appealing statistical performance. As a proof of concept, we have also tested TRD in a porcine population with five half-sib families and 352 offspring. All boars and piglets were genotyped with the Porcine SNP60 BeadChip, whereas genotypes from the sows were not available. The SNP-by-SNP screening of the pig genome revealed 84 SNPs with decisive evidences of TRD (BF > 100) after accounting for multiple testing. Many of these regions contained genes related to biological processes (e.g., nucleosome assembly and co-organization, DNA conformation and packaging, and DNA complex assembly) that are critically associated with embryonic viability. The implementation of this method, which overcomes many of the limitations of previous approaches, should contribute to fostering research on TRD in both model and nonmodel organisms.
Copyright © 2014 by the Genetics Society of America.

Entities:  

Keywords:  Bayes factor; Duroc; genome scan; multinomial distribution; transmission ratio distortion

Mesh:

Substances:

Year:  2014        PMID: 25271302      PMCID: PMC4256756          DOI: 10.1534/genetics.114.169607

Source DB:  PubMed          Journal:  Genetics        ISSN: 0016-6731            Impact factor:   4.562


  53 in total

1.  Viability of Iberian x Meishan F2 newborn pigs. II. Survival analysis up to weaning.

Authors:  J Casellas; J L Noguera; L Varona; A Sánchez; M Arqué; J Piedrafita
Journal:  J Anim Sci       Date:  2004-07       Impact factor: 3.159

2.  Maternal transmission ratio distortion at the mouse Om locus results from meiotic drive at the second meiotic division.

Authors:  Guangming Wu; Lanping Hao; Zhiming Han; Shaorong Gao; Keith E Latham; Fernando Pardo-Manuel de Villena; Carmen Sapienza
Journal:  Genetics       Date:  2005-03-02       Impact factor: 4.562

3.  Bayes factor for testing the genetic background of quantitative threshold traits.

Authors:  J Casellas; J Piedrafita
Journal:  J Anim Breed Genet       Date:  2006-10       Impact factor: 2.380

4.  Enrichment analysis in high-throughput genomics - accounting for dependency in the NULL.

Authors:  David L Gold; Kevin R Coombes; Jing Wang; Bani Mallick
Journal:  Brief Bioinform       Date:  2006-10-31       Impact factor: 11.622

5.  Estimates of genetic parameters for direct and maternal effects on embryonic survival in swine.

Authors:  L T Gama; K G Boldman; R K Johnson
Journal:  J Anim Sci       Date:  1991-12       Impact factor: 3.159

6.  MENDELIAN PROPORTIONS IN A MIXED POPULATION.

Authors:  G H Hardy
Journal:  Science       Date:  1908-07-10       Impact factor: 47.728

7.  Genome scans for transmission ratio distortion regions in mice.

Authors:  Joaquim Casellas; Rodrigo J Gularte; Charles R Farber; Luis Varona; Margarete Mehrabian; Eric E Schadt; Aldon J Lusis; Alan D Attie; Brian S Yandell; Juan F Medrano
Journal:  Genetics       Date:  2012-02-23       Impact factor: 4.562

8.  A genetically determined incompatibility system between spermatozoa and eggs leading to embryonic death in mice.

Authors:  N Wakasugi
Journal:  J Reprod Fertil       Date:  1974-11

9.  Mapping quantitative trait loci controlling milk production in dairy cattle by exploiting progeny testing.

Authors:  M Georges; D Nielsen; M Mackinnon; A Mishra; R Okimoto; A T Pasquino; L S Sargeant; A Sorensen; M R Steele; X Zhao
Journal:  Genetics       Date:  1995-02       Impact factor: 4.562

10.  Impaired DNA damage response, genome instability, and tumorigenesis in SIRT1 mutant mice.

Authors:  Rui-Hong Wang; Kundan Sengupta; Cuiling Li; Hyun-Seok Kim; Liu Cao; Cuiying Xiao; Sangsoo Kim; Xiaoling Xu; Yin Zheng; Beverly Chilton; Rong Jia; Zhi-Ming Zheng; Ettore Appella; Xin Wei Wang; Thomas Ried; Chu-Xia Deng
Journal:  Cancer Cell       Date:  2008-10-07       Impact factor: 31.743

View more
  5 in total

1.  Whole-genome resequencing reveals loci with allelic transmission ratio distortion in F1 chicken population.

Authors:  Peng Ren; Feilong Deng; Shiyi Chen; Jinshan Ran; Jingjing Li; Lingqian Yin; Yan Wang; Huadong Yin; Qing Zhu; Yiping Liu
Journal:  Mol Genet Genomics       Date:  2021-01-06       Impact factor: 3.291

2.  Analysis of Case-Parent Trios Using a Loglinear Model with Adjustment for Transmission Ratio Distortion.

Authors:  Lam O Huang; Claire Infante-Rivard; Aurélie Labbe
Journal:  Front Genet       Date:  2016-08-31       Impact factor: 4.599

3.  Whole genome sequencing identifies allelic ratio distortion in sperm involving genes related to spermatogenesis in a swine model.

Authors:  Marta Gòdia; Joaquim Casellas; Aurora Ruiz-Herrera; Joan E Rodríguez-Gil; Anna Castelló; Armand Sánchez; Alex Clop
Journal:  DNA Res       Date:  2020-12-03       Impact factor: 4.458

4.  Maternal Transmission Ratio Distortion in Two Iberian Pig Varieties.

Authors:  Marta Vázquez-Gómez; Melani Martín de Hijas-Villalba; Luis Varona; Noelia Ibañez-Escriche; Juan Pablo Rosas; Sara Negro; José Luis Noguera; Joaquim Casellas
Journal:  Genes (Basel)       Date:  2020-09-05       Impact factor: 4.096

5.  Discovering lethal alleles across the turkey genome using a transmission ratio distortion approach.

Authors:  E A Abdalla; S Id-Lahoucine; A Cánovas; J Casellas; F S Schenkel; B J Wood; C F Baes
Journal:  Anim Genet       Date:  2020-10-01       Impact factor: 3.169

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.