# Calculate heterosis
breed_A <- 10.0 # Litter size
breed_B <- 11.0
F1_cross <- 11.5
midparent <- (breed_A + breed_B) / 2
heterosis_absolute <- F1_cross - midparent
heterosis_percent <- (heterosis_absolute / midparent) * 100
cat("Breed A:", breed_A, "\n")
cat("Breed B:", breed_B, "\n")
cat("F1 cross:", F1_cross, "\n")
cat("Midparent:", midparent, "\n")
cat("Heterosis (absolute):", round(heterosis_absolute, 2), "\n")
cat("Heterosis (%):", round(heterosis_percent, 2), "%\n")11 Crossbreeding and Hybrid Vigor
Learning Objectives
By the end of this chapter, you will be able to:
- Define crossbreeding and hybrid vigor (heterosis)
- Explain the genetic basis of heterosis
- Describe which traits exhibit high vs. low heterosis
- Compare different crossbreeding systems (terminal, rotational, composite)
- Understand industry breeding structures by species
11.1 Introduction
[Content to be developed: Crossbreeding is the mating of animals from different breeds or lines. It exploits hybrid vigor (heterosis) and breed complementarity to improve performance.]
11.2 What is Crossbreeding?
[Content to be developed: Define crossbreeding.]
11.2.1 Definition
[Content to be developed: Mating animals from different breeds, lines, or populations.]
11.2.2 Why Crossbreed?
[Content to be developed:]
- Heterosis (hybrid vigor): Crossbreds outperform purebreds
- Breed complementarity: Combine strengths of different breeds
- Faster genetic improvement: In some systems, select within purebreds while producing crossbred commercial animals
11.2.3 Species Where Crossbreeding is Common
[Content to be developed:]
- Swine: Universal (three-breed crosses)
- Beef cattle: Very common (crossbred cows, terminal sires)
- Sheep: Common (terminal sire systems)
- Poultry: Universal (proprietary crosses)
- Dairy cattle: Less common, mostly purebred Holsteins (some crossbreeding with Jersey, other breeds)
- Horses: Rare (breed registries require purebreds)
11.3 Hybrid Vigor (Heterosis)
[Content to be developed: The performance advantage of crossbreds.]
11.3.1 Definition
[Content to be developed:]
\[ \text{Heterosis} = \text{Performance}_{F1} - \text{Average performance of purebred parents} \]
Often expressed as percentage:
\[ \text{Heterosis (\%)} = \frac{\text{Performance}_{F1} - \text{Avg purebred}}{\text{Avg purebred}} \times 100 \]
11.3.2 Example
[Content to be developed:]
- Breed A litter size: 10.0 pigs
- Breed B litter size: 11.0 pigs
- F₁ cross (A × B) litter size: 11.5 pigs
- Midparent: (10.0 + 11.0) / 2 = 10.5
- Heterosis: 11.5 - 10.5 = 1.0 pig (9.5%)
11.4 Genetic Basis of Heterosis
[Content to be developed: What causes hybrid vigor?]
11.4.1 Dominance
[Content to be developed:]
- Crossbreds are more heterozygous (Aa) than purebreds (AA or aa)
- Dominant alleles mask recessive deleterious alleles
- Major contributor to heterosis
11.4.2 Overdominance
[Content to be developed:]
- Heterozygote (Aa) is superior to both homozygotes (AA, aa)
- Rare, but may contribute to heterosis at some loci
11.4.3 Epistasis
[Content to be developed:]
- Favorable interactions between alleles from different breeds
- Difficult to measure, but may contribute
11.5 Traits with High vs. Low Heterosis
[Content to be developed: Heterosis varies by trait.]
11.5.1 High Heterosis (Reproductive and Fitness Traits)
[Content to be developed:]
| Trait | Typical Heterosis (%) |
|---|---|
| Litter size (swine) | 5-15% |
| Piglet survival | 5-10% |
| Fertility (cattle) | 5-10% |
| Calf survival | 5-10% |
| Longevity | 10-20% |
11.5.2 Moderate Heterosis (Growth and Efficiency)
[Content to be developed:]
| Trait | Typical Heterosis (%) |
|---|---|
| Average daily gain | 2-8% |
| Feed efficiency | 2-5% |
| Weaning weight | 3-8% |
11.5.3 Low Heterosis (Carcass and Production Traits)
[Content to be developed:]
| Trait | Typical Heterosis (%) |
|---|---|
| Backfat thickness | 0-3% |
| Loin depth | 0-2% |
| Milk yield | 0-5% |
| Egg production | 0-3% |
11.5.4 Why Fitness Traits Show High Heterosis
[Content to be developed: Fitness traits have been under natural selection for millennia. Deleterious recessive alleles persist at low frequency, and crossbreeding masks them.]
11.6 Crossbreeding Systems
[Content to be developed: Different strategies for using crossbreeding.]
11.6.1 Terminal Cross
[Content to be developed:]
- Purebred or F₁ females × terminal sire breed
- All offspring go to slaughter (none kept for breeding)
- Maximizes heterosis in market animals
- Common in beef (Angus, Charolais, Simmental sires on crossbred cows)
11.6.2 Two-Breed Rotation
[Content to be developed:]
- Alternate breeds each generation
- Maintain ~67% heterosis after reaching equilibrium
- Example: Angus cows bred to Hereford bulls → F₁ females bred back to Angus bulls → repeat
11.6.3 Three-Breed Rotation
[Content to be developed:]
- Rotate among three breeds
- Maintain ~86% heterosis
- Common in swine (e.g., Yorkshire, Landrace, Duroc)
11.6.4 Composite Breeds
[Content to be developed:]
- Fixed breed composition (e.g., 50% Breed A, 50% Breed B)
- Maintain heterosis across loci that differ between breeds
- Example: Beefmaster (50% Brahman, 25% Hereford, 25% Shorthorn)
11.6.5 Rotational-Terminal Cross
[Content to be developed:]
- Produce replacement females through rotation
- Breed market animals using terminal sire
- Combines heterosis in both females and market offspring
11.7 Industry Structure by Species
[Content to be developed: How crossbreeding is implemented in commercial production.]
11.7.1 Swine
[Content to be developed:]
- F₁ females: Large White × Landrace (maternal traits)
- Terminal sire: Duroc, Pietrain, or synthetic line (growth, carcass)
- Three-way cross: (LW × LR) F₁ female × Duroc sire → market pigs
- Nearly 100% of market pigs are three-way crosses
11.7.2 Beef Cattle
[Content to be developed:]
- Crossbred cows: Various maternal breeds (Angus, Hereford, Red Angus)
- Terminal sires: Angus, Charolais, Simmental, Limousin
- Rotational or terminal systems common
11.7.3 Poultry
[Content to be developed:]
- Broilers: Proprietary four-way crosses (great-grandparent → grandparent → parent → commercial)
- Layers: Proprietary crosses (White Leghorn lines or brown egg layer lines)
- Highly integrated, genetics controlled by 3-4 global companies
11.7.4 Sheep
[Content to be developed:]
- Crossbred ewes: Various maternal breeds
- Terminal sires: Suffolk, Hampshire, Texel (meat production)
11.7.5 Dairy Cattle
[Content to be developed:]
- Mostly purebred (Holstein, Jersey)
- Some crossbreeding: Holstein × Jersey, Holstein × Scandinavian Red
- Heterosis in fertility and health, but less in milk yield
11.8 Genetic Evaluation in Crossbreeding Systems
[Content to be developed: How to predict crossbred performance.]
11.8.1 Purebred vs. Crossbred Performance
[Content to be developed: Selection in purebreds must predict performance in crossbred commercial animals.]
11.8.2 General Combining Ability (GCA)
[Content to be developed: Average performance of a breed in crosses.]
11.8.3 Specific Combining Ability (SCA)
[Content to be developed: Performance of a specific breed combination (beyond GCA).]
11.8.4 Modern Genomic Evaluations
[Content to be developed: Genomic selection can estimate crossbred performance from purebred and crossbred data.]
11.9 R Demonstration: Calculating Heterosis
[Content to be developed:]
11.10 R Demonstration: Simulating Rotational Crossbreeding
[Content to be developed:]
# Simulate breed composition in two-breed rotation
generations <- 0:10
breed_A_proportion <- numeric(length(generations))
breed_A_proportion[1] <- 1.0 # Start with purebred A
# Two-breed rotation: alternate between breeds
for (i in 2:length(generations)) {
# Each generation, breed back to the other breed
# Offspring get 50% from sire (the other breed) and 50% from dam
if (i %% 2 == 0) {
breed_A_proportion[i] <- 0.5 * breed_A_proportion[i-1]
} else {
breed_A_proportion[i] <- 0.5 + 0.5 * breed_A_proportion[i-1]
}
}
# Plot
data.frame(Generation = generations, Breed_A = breed_A_proportion) %>%
ggplot(aes(x = Generation, y = Breed_A)) +
geom_line(color = "blue", size = 1.2) +
geom_point(color = "blue", size = 2) +
geom_hline(yintercept = 2/3, linetype = "dashed", color = "red") +
labs(title = "Breed Composition in Two-Breed Rotation",
x = "Generation",
y = "Proportion of Breed A",
caption = "Red dashed line: Equilibrium at 2/3") +
theme_minimal()11.11 Summary
[Content to be developed.]
11.11.1 Key Points
- Crossbreeding exploits heterosis (hybrid vigor) and breed complementarity
- Heterosis is highest for reproductive and fitness traits (5-20%)
- Terminal crosses maximize heterosis in market animals
- Rotational crosses maintain heterosis while producing replacement females
- Swine and poultry industries rely heavily on structured crossbreeding
- Genomic selection can predict crossbred performance from purebred data
11.12 Practice Problems
[Problems to be developed]
Breed X has average daily gain of 0.80 kg/day. Breed Y has 0.85 kg/day. The F₁ cross has 0.86 kg/day. Calculate heterosis in absolute and percentage terms.
Explain why reproductive traits show much higher heterosis than carcass traits.
Compare two-breed rotation and three-breed rotation crossbreeding systems. What are the trade-offs?
Describe the three-way cross used in commercial swine production. Why is this system so widely used?
11.13 Further Reading
[References to be added]
- Breed complementarity and heterosis estimates
- Papers on crossbreeding systems in swine, beef, poultry