Breeding Values
6 min read
A breeding value is an estimate of an animal's genetic merit for a particular trait. Breeding values define the superiority or inferiority of the offspring of an animal. Using breeding values to select cows and bulls to be the parents of the next generation is the most effective way to achieve genetic improvement. Read more about breeding values below.
A breeding value is an estimate of an animal's genetic merit for a particular trait. Breeding values define the superiority or inferiority of the offspring of an animal. Using breeding values to select cows and bulls to be the parents of the next generation is the most effective way to achieve genetic improvement.
The genetic relationships between an animal and all known ancestors and descendants are used when estimating breeding values to identify animals who are likely to produce progeny that is better or worse than average for each trait.
Importantly, breeding values for NZ dairy cattle can be compared across different breeds, herds, and ages.
Breeding values are calculated using information collected by farmers, on-farm. For example:
When a calf is born, the first estimate of its breeding values will be calculated as the average of its parents. This means it is critically important that the mother of a calf is identified correctly at birth, as dam information is linked to the father of the calf through mating records.
Cows that are measured on more occasions will have more reliable breeding values. The reliability of a bull’s breeding value for a particular trait increases as more of his daughters are measured in the same herd in comparison to daughters of other bulls.
The NZ Animal Evaluation system publishes breeding values for dairy bulls on a wide variety of traits. Ten of these traits have been identified as having a measurable economic value to NZ farmers, and those breeding values are combined with the relevant economic values to produce the index Breeding Worth (BW).
In addition to traits included in BW, farmers can access Breeding Values for a range of TOP traits (Conformation and Udder traits) as well as calving difficulty in order to select bulls best suited to their herd.
The ten traits in BW are categorised as either Production efficiency traits or Robustness traits.
Protein yield, fat yield, milk volume
The performance of each cow is compared with the cows in her herd that were tested on the same day, are of the same age and calved in the same season. This grouping of herd, test-day, age and season define each animal’s 'contemporary group'.
The general assumption is that cows that perform better than other cows in their contemporary group (known as 'contemporaries') are of superior genetic merit and those that perform worse than their contemporaries have inferior genetic merit.
That said, there are a range of factors that influence an animal’s performance and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of protein, fat and milk volume, these factors include stage of lactation, hybrid vigour, inbreeding, inductions and what is termed the ‘permanent environmental effect’ for example, the effect of rearing to two years of age.
Liveweight
Breeding values for liveweight are estimated using information that comes from scale weight records of cows measured during one or more of their first 6 lactations.
The weight of each cow is compared with the cows in her herd that were weighed on the same day, are of the same age and calved in the same season. This grouping of herd, weigh-day, age, and season define each animal’s 'contemporary group'.
The general assumption is that differences among cows within a contemporary group have a genetic basis.
That said, there are a range of factors that influence an animal’s liveweight and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of liveweight, these factors include stage of lactation, hybrid vigour, inbreeding, and what is termed the ‘permanent environmental effect’ for example, the effect of rearing to two years of age.
Somatic cell score
Breeding values for somatic cell are estimated using somatic cell count information that comes from herd testing during a cow’s first three lactations.
The somatic cell information of each cow is compared with the cows in her herd that were tested on the same day, are of the same age and calved in the same season. This grouping of herd, test-day, age and season define each animal’s 'contemporary group'.
The general assumption is that cows that perform better (lower somatic cell) than other cows in their contemporary group (known as 'contemporaries') are of superior genetic merit and those that perform worse (higher somatic cell) than their contemporaries have inferior genetic merit.
That said, there are a range of factors that influence an animal’s performance and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of somatic cell, these factors include stage of lactation, hybrid vigour, inbreeding, inductions and what is termed the ‘permanent environmental effect’ for example, the effect of rearing to two years of age.
Fertility
Breeding values for fertility are estimated using information that comes from calving and mating dates.
Starting in the first calving, it uses heifer calving date relative to the planned start of calving (CSD0), cow submission rate within the first three weeks of the planned start of mating (PM21) for the first three lactations as predictor traits and back calculates pregnancy rate data (PR42) for the first three lactations from calving and mating dates.
The calving or mating performance of each cow is compared with the cows in her herd that are of the same age and calved in the same year and season. This grouping of herd, age, year and season define each animal’s 'contemporary group'.
The general assumption is that cows that perform better than other cows in their contemporary group (known as 'contemporaries) are of superior genetic merit and those that perform worse than their contemporaries have inferior genetic merit.
That said, there are a range of factors that influence an animal’s performance and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of fertility, these factors include age at calving, hybrid vigour and inbreeding.
Gestation length
Functional survival
Breeding values for functional survival are estimated using information from only those herds that provide high-quality data, reflecting direct cow culling for functional reasons other than poor fertility or low milk production.
The survival performance of each cow is compared with the cows in her herd that are of the same age and calved in the same year and season. This grouping of herd, age, year and season define each animal’s 'contemporary group'.
The general assumption is that cows that perform better than other cows in their contemporary group (known as 'contemporaries') are of superior genetic merit and those that perform worse than their contemporaries have inferior genetic merit.
That said, there are a range of factors that influence an animal’s survival performance and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of functional survival, these factors include age at calving, hybrid vigour and inbreeding.
Information on daughter survival only becomes available as a bull’s daughters are culled from herds that record the fates of cows. For this reason, to help identify promising young bulls prior to that time, the functional survival breeding value makes use of several predictor traits that are collected during 'Traits Other than Production' (TOP) inspections, these include the breeding values for conformation of the legs, and udder as well as milking speed and body condition score.
As a bull’s daughters get older the reliance on the direct cow culling increases and the reliance on the predictor traits decreases.
Body condition score
Breeding values for BCS are estimated using information from 2-year-old heifers generally collected in early lactation with the majority coming from CRV and LIC progeny test herds.
It is difficult to compare BCS breeding values between different breeds because there are fundamental differences in the way each breed exhibits their fat reserves throughout the milking season. Therefore, BCS breeding values have a 'breed-neutral' adjustment applied to fairly compare breeds. This means that the 2005 birth year average BCS breeding values for one breed are no different to the 2005 birth year average BCS breeding values of another breed.
The BCS of each cow is compared with the cows in her herd that were scored on the same day, are of the same age and calved in the same year and season. This grouping of herd, score-day, age, year and season define each animal’s 'contemporary group'.
The general assumption is that differences among cows within a contemporary group have a genetic basis.
That said, there are a range of factors that influence an animal’s BCS and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of BCS, these factors include stage of lactation, hybrid vigour, inbreeding, and what is termed the ‘permanent environmental effect’ for example, the effect of rearing to two years of age.
Udder overall
Udder scores from first lactation (two-year-old) cows that are assessed by certified ‘traits other than production’ (TOP) inspectors are used to estimate breeding values for udder overall (as well as six other udder traits, described further down). Each scored heifer’s data feeds into their own breeding value, as well as those of their sire, dam and other relatives.
The udder overall score of each cow is compared with the cows in her herd that were scored on the same day, are of the same age and calved in the same year and season. This grouping of herd, score-day, age, year and season define each animal’s 'contemporary group'. The general assumption is that differences among cows within a contemporary group have a genetic basis. That said, there are a range of factors that influence an animal’s udder overall score and some of these factors are not passed on to subsequent generations. The effect of these non-heritable factors should be disregarded from breeding values. In the case of udder overall, these factors include age of the cow at calving, stage of lactation, hybrid vigour, and inbreeding.
Calving difficulty
Calving difficulty breeding values are estimated from calving assistance information collected from farms that have good recording of calving difficulty.
Bulls being mated to yearling heifers should have a low breeding value for heifer calving difficulty. NZ Animal Evaluation publishes heifer calving difficulty and cow calving difficulty breeding values for dairy bulls.
Calving difficulty includes both direct and maternal effects. This means it considers not just the genes of the calf, but also the genes of the dam (the mother).
From a bull perspective:
Heifer calving difficulty:The heifer calving difficulty breeding value for a sire is calculated from the difficulty its calves have, being born from a two-year-old dam.
Sires with lower heifer calving difficulty breeding values are expected to produce calves that exhibit fewer calving difficulties in first calving heifers than those with higher breeding values for heifer calving difficulty.
Cow calving difficulty:The cow calving difficulty breeding value for a sire is calculated from the difficulty its calves have, being born from a three-year-old or older dam.
Sires with lower cow calving difficulty breeding values are expected to produce calves that exhibit fewer calving difficulties in cows aged three and over than those with higher breeding values for cow calving difficulty.
Farmers that participate in progeny testing and 'Traits Other than Production' (TOP) assess first lactation (two-year-old) heifers for ‘opinion’ traits. Each scored heifer’s data is used to estimate their own breeding values, as well as those of their sire, dam and other relatives.
Learn more below, on what each score represents, and how you can use them to breed improved temperament and milking speed in your herd.
How quickly the animal adapts to the milking routine and how long it takes for milk to be let down spontaneously.
The temperament of the animal in the shed after it has settled into the milking routine.
The length of time it takes for an animal to milk out.
A farmer's overall feeling about the animal.
Body conformation scores from first lactation (two-year-old) heifers that are assessed by certified TOP inspectors are used to estimate breeding values for the following six traits. Each scored heifer’s data feeds into their own breeding values, as well as those of their sire, dam and other relatives.
Scroll through the images below to learn what each score represents, and how you can use them to breed improved conformation in your herd.
Udder scores from first lactation (two-year-old) cows that are assessed by certified TOP inspectors are used to estimate breeding values for the following seven udder traits. Each scored heifer’s data feeds into their own breeding values, as well as those of their sire, dam and other relatives.
Scroll through the images below to learn what each score represents, and how you can use them to breed improved udders in your herd.