Abstract

We studied different genetic models and evaluation systems to select against a genetic disease with additive, recessive or polygenic inheritance in genetic conservation schemes. When using optimum contribution selection with a restriction on the rate of inbreeding (ΔF) to select against a disease allele, selection directly on DNA-genotypes is, as expected, the most efficient strategy. Selection for BLUP or segregation analysis breeding value estimates both need 1–2 generations more to halve the frequency of the disease allele, while these methods do not require knowledge of the disease mutation at the DNA level. BLUP and segregation analysis methods were equally efficient when selecting against a disease with single gene or complex polygene inheritance, i.e. knowledge about the mode of inheritance of the disease was not needed for efficient selection against the disease. Smaller schemes or schemes with a more stringent restriction on ΔF needed more generations to halve the frequency of the disease alleles or the fraction of diseased animals. Optimum contribution selection maintained ΔF at its predefined level, even when selection of females was at random. It is argued that in the investigated small conservation schemes with selection against a genetic defect, control of ΔF is very important.

Highlights

  • Many domesticated animal populations show heritable defects

  • For the genetic model with a single gene, the genetic evaluation was on DNA-genotype (GENO), BLUP estimate breeding values (EBV) (BLUP) or on EBV based on genotype probabilities calculated by segregation analysis (SEGR)

  • For a scheme with 100 animals per generation and additive inheritance, GENO needed 2.0 generations to halve the frequency of the disease allele, whereas both BLUP and SEGR needed 3.0 generations (Fig. 1)

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Summary

Introduction

Some defects are inherited by a single gene, e.g. complex vertebral malformation (CVM) in cattle [1]. Other diseases have a complex inheritance involving multiple genes plus environmental effects, e.g. hip and elbow dysplasia in dogs [17]. For diseases caused by an identified single gene, direct selection on DNA-genotypes against the disease allele is possible. This can be done irrespective of whether the disease is affected by the environment (complete penetrance or not). For diseases with complex inheritance (involving many genes), the assumption of normally distributed genetic effects seems more appropriate, leading to BLUP [12] or threshold model breeding value estimation [8]. We will here investigate the genetic models and evaluation methods to select against a disease of known [2,5,7,12,13] or unknown modes of inheritance

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