Archive for Genomic evaluations

New Genomic Option for Canadian Dairy Breeders to Bypass Herdbook Requirements

Find out how Canadian dairy breeders can now avoid the U.S. herdbook restrictions for genomic evaluations. Could this new choice simplify your breeding efforts?

Canadian dairy breeders are on the verge of an exciting change. Soon, you’ll be able to get genomic evaluations for domestically bred cows without needing to register them in National Breed Association herdbooks. This breakthrough will make it easier for all Canadian-born dairy cattle to receive genomic evaluations based on Canadian standards. Announced at Lactanet’s Open Industry Session, this change will simplify the process for Canadian dairy farmers, reducing the hassle of herdbook registration. Additionally, there’s a proposed fee waiver if you register your cattle promptly.

Genomic Evaluations in Canadian Dairy Breeding: Overcoming Challenges 

Genomic evaluations are essential in modern dairy breeding, predicting future performance based on genetic makeup. Lactanet provides these services in Canada but faces challenges, especially for cows not registered in the National Breed Association herdbooks. 

All genomic testing relies on the U.S. Council on Dairy Cattle Breeding (CDCB), which handles genotype quality assurance and haplotype analysis. The process involves higher costs and longer times, as breeders must go through CDCB directly, particularly for non-registered animals, costing US$6 per animal. 

This system adds bureaucratic layers and financial strain, potentially discouraging breeders from using genomic evaluations entirely. Despite these challenges, genomic testing remains invaluable, allowing precise predictions of an animal’s potential and aiding better breeding decisions. However, until changes are implemented, Canadian dairy farmers navigate an inefficient system, limiting their ability to expand their genetic base and achieve top-rated status for their dairy herds.

Evolution in Genomic Accessibility: Canadian Calculations for All Dairy Breeders

Brian Van Doormaal, chief services officer at Lactanet, has announced fundamental changes that will make it easier for Canadian breeders to obtain genomic evaluations for cows not registered in National Breed Association herdbooks. This shift allows these evaluations to be conducted within Canada using Canadian calculations. Previously, breeders had to work directly with the U.S. Council on Dairy Cattle Breeding (CDCB) for such evaluations. 

Although genomic testing will still occur in the United States, integrating with Lactanet means these genotypes can be shared in Canada. This eliminates the need to navigate the U.S. system for your genomic predictions, saving time and resources. 

This change aims to increase inclusivity in genetic evaluations within the Canadian dairy industry. It expands the genetic base accessible to breeders and leverages Canadian service providers’ expertise and infrastructure. An associated fee may apply, but if an animal is registered within two months of testing, the fee could be waived, offering a cost-effective solution for breeders. 

Lactanet is working with the CDCB on a new record-keeping process to ensure accurate tracking of these evaluations. Non-registered cattle will receive an alphabetic country code, differentiating them from registered animals and streamlining the identification process. This change will also align with other advancements, such as Lactanet’s transition to monthly official evaluations for Canadian females, potentially allowing more dairy cows in Canada to achieve top-ranked status in genetic rankings.

Ensuring Accuracy and Trust Through The Genomic Testing Process 

The genomic testing process is key to accurately evaluating dairy cattle, with the U.S. Council on Dairy Cattle Breeding (CDCB) playing a crucial role. When you send a sample, the CDCB ensures quality through genotype validations and haplotype analysis. While future evaluations will be based on Canadian standards, the core testing and quality assurance will still rely on the CDCB’s infrastructure. This ensures that Canadian dairy farmers get consistent and reliable genomic evaluations, with the added benefit of local calculations.

New Logistics and Fee Structure for Genomic Evaluations 

With the proposed changes, dairy breeders will see new logistics for obtaining genomic evaluations. Currently, the cost is US$6 per animal through CDCB. However, the fee structure might change once done in Canada, though specifics are still pending. 

An exciting part is the potential fee waiver. If you register an animal within two months of testing, the fee might be waived, saving you money and encouraging timely registration. 

Lactanet is working with CDCB on a solid record-keeping system to manage this. Registered animals will still have numeric country codes, while non-registered cows will get unique alphabetic country codes. This ensures explicit tracking and accurate genomic identification, enhancing trust in the genomic data.

Understanding the Logistics of this New Process is Crucial for Dairy Breeders 

Understanding the logistics of this new process is crucial for dairy breeders. While genomic testing will still be done by the U.S. Council on Dairy Cattle Breeding (CDCB), Canadian service providers like Lactanet will handle the submission process. This means breeders can send samples through these providers, easing the workflow. 

Regarding costs, though the exact fee is undecided, sending samples via Canadian providers will incur a charge. However, if an animal is registered within two months of testing, this fee might be waived, promoting timely registration. 

Lactanet collaborates with the CDCB on a robust tracking system to ensure accurate record-keeping. Registered cattle will have numeric country codes, while non-registered cows will get alphabetic codes. This differentiation helps maintain clear genomic identification. 

These logistics aim to make genetic evaluations more accessible and integrated within Canadian dairy breeding, leading to higher genetic standards and better breeding outcomes.

The Bottom Line

This new genomic option is a game-changer for Canadian dairy breeders. It will make genomic evaluations based on Canadian calculations available to all domestically bred cows. Although testing will still happen in the U.S., the process will be more streamlined and affordable for non-registered cattle in Canada. With the rise of automated milking systems and more accessible genotyping, this change is set to roll out later this year, transforming genetic evaluation and breeding for Canadian dairy producers.

Key Takeaways:

  • Canadian genomic evaluations for non-herdbook dairy cows may be available later this year.
  • Testing will still be conducted in the United States by the U.S. Council on Dairy Cattle Breeding (CDCB).
  • Genomic evaluations will be based on Canadian calculations, making them more relevant and beneficial for Canadian dairy operations.
  • The potential change allows all Canadian-born dairy cattle to receive a genomic evaluation, regardless of their herdbook registration status.
  • Fees are yet to be determined but might be waived if the animal is registered within two months of testing.
  • A new record-keeping process is being developed to differentiate between registered and non-registered cows via Canadian service providers.

Summary:

Canadian dairy breeders can now receive genomic evaluations for domestically bred cows without needing to register them in National Breed Association herdbooks. This change simplifies the process for Canadian dairy farmers and offers a proposed fee waiver if cattle are registered promptly. Genomic evaluations are essential in modern dairy breeding, predicting future performance based on genetic makeup. Lactanet, a Canadian service provider, has announced fundamental changes that will make it easier for Canadian breeders to obtain genomic evaluations for cows not registered in National Breed Association herdbooks. The change aims to increase inclusivity in genetic evaluations within the Canadian dairy industry and leverages Canadian service providers’ expertise and infrastructure. An associated fee may apply, but if an animal is registered within two months of testing, the fee could be waived. The new record-keeping process will ensure accurate tracking of genomic evaluations.

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Understanding Conformation and PTAT: Key Differences in Dairy Cattle Genetic Evaluations in Canada and the USA

Uncover the critical variations in dairy cattle genetic assessments for conformation and PTAT between Canada and the USA. What implications do these standards hold for breeding practices?

For breeders aiming to produce the next World Dairy Expo Champion or an EX-97 cow, utilizing the American PTAT or the Canadian Conformation index is not just an option—they are essential tools in your breeding arsenal. While both PTAT and Conformation indices are invaluable, they are not interchangeable. This article will explore the distinctions between Canadian and American genetic evaluations for conformation and PTAT, shedding light on how each system functions and what sets them apart.

The Evolution of Genetic Evaluation Systems in Dairy Cattle: A Tale of Two Nations 

The historical trajectory of genetic evaluation systems in dairy cattle within Canada and the USA signifies an evolution of both countries’ dairy industries. Originally hinging on fundamental pedigree analysis, these systems have dramatically advanced with cutting-edge genetic technology and data analytics. Canada launched its first formal genetic evaluation for dairy cattle in the mid-20th century, focusing on production traits. By the 1970s, Canadian dairy scientists incorporated type traits, utilizing linear classification systems to quantify conformation characteristics. This method allowed breeders to objectively evaluate and select superior dairy cattle based on body and udder traits. 

In parallel, the USA advanced from essential herd records to sophisticated evaluations, incorporating production and type traits by the 1980s. A key milestone was the establishment of Predicted Transmitting Ability (PTAT), revolutionizing how type traits were genetically assessed. PTAT provided a standardized measure allowing breeders to predict genetic merit regarding conformation, facilitating more informed breeding decisions. 

The 1990s and early 2000s marked a crucial phase with genomic evaluations. Canada and the USA swiftly integrated genomic data, increasing accuracy and efficiency. Genomic selection enabled early identification of desirable traits, accelerating genetic progress and enhancing herd quality. Collaborative efforts between Canadian and American dairy geneticists have recently refined methodologies, incorporating advanced statistical models and extensive phenotype databases. 

Today, the genetic evaluation systems in both nations reflect a blend of historical advancements and modern innovations. Conformation and PTAT assessments are entrenched in a framework valuing genetic merit for production, longevity, health, and robustness, ensuring dairy cattle improvement remains responsive to the industry’s evolving demands.

Dairy Cattle Conformation in Canada: An Intricate Evaluation Framework 

Genetic evaluations for dairy cattle conformation in Canada meticulously examine a comprehensive set of traits. Key characteristics like stature, chest width, body depth, angularity, rump angle, and leg traits are assessed to ensure aesthetic appeal and functional efficiency, particularly for durability and productivity.  

Mammary system traits, including udder depth, teat length, and placement, are critical for milking efficiency and udder health. Feet and leg conformation, which is vital for mobility and longevity, is also evaluated.  

In Canada, conformation blends individual traits like udder attachment and teat placement into a single index. Each trait is scored meticulously, providing a detailed evaluation of an animal’s overall conformation. This approach helps breeders make informed decisions, improving dairy cattle’s genetic quality and functional efficiency. Integrating these traits into one index highlights the importance of a balanced dairy cow. Traits such as udder conformation, feet, leg health, and overall robustness work together to enhance performance and longevity in a herd.

The Canadian Dairy Network (CDN) spearheads this complex evaluation process. Utilizing advanced genetic methodologies, the CDN integrates phenotypic data with genetic models to offer accurate breeding values. This scientific approach strengthens the genetic quality of the Canadian dairy herd.  

Supporting organizations, such as Lactanet and Holstein Canada, play crucial roles. Lactanet provides comprehensive herd management services, including conformation assessments. Holstein Canada sets standards and trains classifiers for consistent on-farm evaluations.   These organizations form a network dedicated to enhancing the genetic standards of dairy cattle through diligent conformation evaluations, supporting breeders in informed selection decisions, and maintaining Canada’s reputation for producing world-class dairy cattle.

PTAT and Comprehensive Type Evaluation in the United States: A Framework for Genetic Excellence 

In the United States, dairy cattle conformation evaluation hinges on the Predicted Transmitting Ability for Type (PTAT) and a detailed type evaluation system. Unlike Canada, where conformation is a composite index of individual traits, PTAT in the United States is calculated based on the final classification score about herd mates. PTAT assesses an animal’s genetic potential to pass on type traits to its offspring, focusing on various aspects of physical structure, such as stature, body depth, and udder conformation. Critical traits include:

  • Stature: The height of the animal at the shoulders and hips.
  • Udder Depth: The distance from the udder floor to the hock affects milk production efficiency.
  • Body Depth: The depth of the ribcage, indicating overall body capacity.
  • Foot Angle: The angle and structure of the foot influence mobility and longevity.
  • Rear Leg Side View: The curvature of the rear legs when viewed from the side.

These traits are meticulously recorded and analyzed for a robust genetic evaluation. Under the USDA, the Council on Dairy Cattle Breeding (CDCB) leads the effort in collecting, analyzing, and sharing genetic and genomic evaluations. Their extensive nationwide database, sourced from dairy farms, provides comprehensive genetic insights. 

Breed-specific organizations like the Holstein Association USA and the American Jersey Cattle Association (AJCA) refine evaluations for specific breeds. They collaborate with the CDCB to ensure accurate and relevant assessments, offer educational resources to breeders, and promote best practices in genetic selection. This collaborative framework ensures that U.S. dairy farmers have access to cutting-edge genetic information, enhancing the genetic merit of dairy herds and advancing dairy cattle breeding nationwide.

Unified Yet Diverse: Genetic Indices Shaping Dairy Excellence in North America 

For decades, significant efforts have been undertaken to harmonize the evaluation of type traits and the classification programs generating the requisite data for genetic evaluations on an international scale. While substantial progress has been achieved, occasional surprises still emerge. These unforeseen developments typically pertain not to production traits but to type and management traits. 

In Canada, Conformation is quantified on a scale where each standard deviation equals five points. Conversely, the United States expresses PTAT in standard deviations. Consequently, a confirmation score of 5 in Canada generally corresponds to a PTAT score of 1 in the U.S. However, assuming a direct equivalence between a PTAT of 1 and a Conformation score of 5 can be misleading. Lactanet in Canada recently conducted an extensive study comparing over 4,000 bulls with daughters and genetic proofs in both countries to elucidate this. The correlation between the TPI and LPI was notably high at 0.93.
Interestingly, the correlation between Canada’s Pro$ and the TPI was even higher, reaching 0.95. As anticipated, production traits demonstrated strong correlations, with Milk at 0.93, Fat at 0.97, and Protein at 0.95, given that production can be measured objectively. However, the variations were more pronounced when evaluating the type of health and management traits.

Type Indexes

The correlation between PTAT in the United States and Conformation in Canada is 0.76. In the United States, the direct contribution of type to the Total Performance Index (TPI) emerges from three primary sources: the PTAT (8%), the udder composite (11%), and the feet & leg composite (6%). In Canada, these components are called Conformation, Mammary System, and Feet & Legs, respectively. A crucial point to understand is that these are composite indices composed of various individual traits within each category, and each nation applies a distinctive formula to weight these traits. Consequently, the differing weightings lead to modestly lower correlations for udders (0.80) and feet & legs (0.65). It’s also essential to recognize that both composites are adjusted in each country to be independent of stature. This adjustment allows for the specific selection of udder or leg improvements without inadvertently promoting increased stature.

Mammary System

Among the mammary system traits, evaluations of Udder Depth (0.95), Teat Length (0.94), Rear Teat Placement (0.90), Fore Teat Placement (0.87), and Fore Attachment (0.93) exhibit remarkable consistency between Canada and the United States. Nevertheless, a divergent perspective emerges with Median Suspensory (0.73), Rear Udder Height (0.78), and Rear Udder Width (0.66), which display significantly lower correlations. This disparity suggests that traits such as rear udder height, rear udder width, and suspensory ligament are appraised with varying degrees of emphasis and interpretation in each country.

Feet and Legs

Feet and legs exhibit a moderate correlation of 0.65 between Canada and the United States. Examining specific traits within this category, the rear leg side view reveals a high correlation of 0.91, indicating substantial similarity between the countries. However, the rear leg rear view (0.76) and foot angle (0.73) diverge more significantly. A noteworthy distinction lies in the traits recorded: while foot angle is commonly observed globally, Canada also measures heel depth. The rationale behind this difference stems from the susceptibility of foot angle to recent hoof trimming, a variable that does not affect heel depth. 

The overarching objective of selecting for superior feet and legs is to mitigate lameness and enhance longevity. In Canada, the mammary system exhibits a 0.25 correlation with herd life, slightly higher than the composite feet and legs score of 0.22. Yet, individual traits within this composite tell a different story. Foot angle shows a negative correlation with longevity at -0.16, whereas heel depth, boasting a positive correlation of +0.20, stands out prominently. This raises a pertinent question: why is heel depth not universally recorded over foot angle? 

Further analysis of specific traits reveals minimal impact on longevity. The rear leg side view holds a correlation of -0.08, the rear leg rear view is 0.03, locomotion is 0.05, and bone quality is a mere -0.01. Given these negligible impacts, particularly bone quality in its current linear measurement, it might be worth exploring its assessment as a medial optimum trait, balancing frailty and coarseness. 

Additionally, Canada uniquely records front legs, correlating with her life at 0.18, second only to heel depth. In the broader context of overall frame traits, stature maintains a high concordance at 0.97 between both countries. In contrast, body depth (0.71) and chest width (expressed as strength in US evaluations, 0.69) have lower correlations, highlighting regional differences in evaluation emphasis.

The Bottom Line

Examining genetic evaluations for dairy cattle conformation and type in Canada and the USA reveals distinctive approaches and converging goals, underlining the importance of tailored yet comprehensive systems. We’ve explored the evolution of genetic frameworks in both nations, highlighting Canada’s detailed evaluations and the USA’s focus on PTAT and holistic type assessment. From composite traits to specific evaluations of mammary systems and feet and legs, each country aims to boost genetic excellence in dairy cattle.  

As these systems continue to adapt to scientific advancements and industry needs, the goal remains to develop a robust, genetically superior dairy cattle population capable of thriving in diverse environments. This endeavor highlights the critical intersection of genetic science, industry priorities, and animal welfare, shaping the future of dairy cattle breeding. While methods may differ, the objective is shared: achieving dairy excellence through rigorous and innovative genetic evaluations that benefit producers, consumers, and cattle. Collaborations and continual improvements ensure  North America stays at the forefront of dairy cattle genetics, leading global dairy production

Key Takeaways:

  • The genetic evaluation systems for dairy cattle conformation in Canada and the USA have evolved with distinct methodologies, reflecting different priorities and breeding goals.
  • Canada emphasizes an intricate evaluation framework that assesses a variety of composite traits, ensuring a comprehensive understanding of a cow’s overall physical attributes.
  • In the USA, PTAT (Predicted Transmitting Ability for Type) serves as a crucial metric, further supported by detailed evaluations of specific type traits to drive genetic excellence.
  • Both nations utilize genetic indices that consider multiple aspects of conformation, significantly contributing to the genetic advancement and overall quality of dairy cattle.
  • Feet and legs, as well as mammary systems, are critical areas of focus in both Canadian and American evaluation systems, reflecting their importance in dairy cattle productivity and longevity.
  • The integration of scientific research and technological advancements has been instrumental in refining genetic evaluations, as referenced by numerous studies and scholarly articles.

Summary:

Genetic evaluation systems in dairy cattle in Canada and the USA have evolved through historical advancements and modern innovations. Canada introduced its first formal genetic evaluation in the mid-20th century, focusing on production traits. By the 1970s, Canadian dairy scientists integrated type traits and linear classification systems to quantify conformation characteristics, allowing breeders to objectively evaluate and select superior cattle. The USA advanced from essential herd records to sophisticated evaluations by the 1980s, with the establishment of Predicted Transmitting Ability (PTAT). The 1990s and early 2000s saw a crucial phase with genomic evaluations, integrating genomic data to increase accuracy and efficiency. Today, genetic evaluation systems in both countries value genetic merit for production, longevity, health, and robustness. Supporting organizations like Lactanet and Holstein Canada play crucial roles in enhancing genetic standards and maintaining Canada’s reputation for producing world-class dairy cattle.

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Keep Your Mind Open But Not Your Cows

For generations dairy cattle breeders have had reasons to explain why their cows did not quickly conceive or why the show cows needed to stay open and then calve at a particular time of the year in order to look their best for the show season. Well those are not reasons. They are excuses. We buy equipment, use drug therapy, manage groups, ask the vets to perform miracles and yes even lose sleep in attempts to raise our herd’s conception and pregnancy rates and lower our day’s open and extra days in the dry pen. But then we tell ourselves and fellow breeders that at only 5% heritability there is nothing we can do about genetically improving fertility in our dairy cattle.

If it was anything else, like a broken tractor, we’d go about getting it repaired even though it was a costly undertaking. Enhancing the genetics of dairy cattle fertility however falls into that ineffective area where –  we keep doing things the same old way but expect different results. The truth is we must do things differently. Until we revamp the genetics of the dairy cows, we can not expect to reduce the costs and lost revenue associated with infertility.

What Oman Has Shown Us

Mention the name Oman to a Holstein breeder and you can expect a reaction.  He is categorized as either the best sire to come along in years or he has ruined the breed.  This icon does not inspire fence sitters. On the like side both Don Bennick (Read More – North Florida Holsteins: Aggressive, Progressive and Profitable!) and Chris Buchner (who I recently visited with at Elmwold Farms) extol Oman’s virtues. Don’s favourite cow is an Oman daughter.  Chris put it this way – “We just loved our Omans. Sure they would not win a show but the Omans did it for us as we are in the business of efficient profitable production measured by maximizing fat and protein in the tank per cow per day of course at reasonable input costs’.  This raises the question “Does function follow form or does form follow function?”.  For Don and Chris, it is form that follows function

Oman did many things right when it comes to fertility. Calves are born easily, able to be productive cows before two years of age, able to breed back quickly while yielding a high volume of solids and able to do it year after year. And they do it in any environment. Oman showed us that calving ease, reproduction and longevity can all fit into a package and that cows do not have to be tall, dairy, flat boned or angular. In fact what Oman did was to show that there are genetic differences between sires when it comes to female fertility and it stimulated breeders to measure all traits independently instead of trying to define the model perfect cow.  One size does not fit all.

Female Fertility

Both phenotypic and genetic trends for female fertility have spiralled downwards as production increased in the past forty years. We put our focus on milk production and picture perfect conformation, using what is often called a combined production and type index. But the amount and quality of data captured and stored relating to female reproduction has been sadly lacking. For the milking herd that situation has been reversed in the past half decade due in part to the great expansion in herd management software programs with the data uploaded to central data bases where genetic analysis and evaluations are performed. But the same can not be said for heifer information.  Any data that does exist for heifers remains on farm so, except in education or research herds, we can not correlate, on a population basis, the heifer stage of development with lifetime performance.

Where once we relied on what we called “cow sense” we now have genetic evaluations, for cows and bulls, for the following traits that correlate well with female fertility:

Calving Ease
For years breeders felt that calves had to be large at birth to develop into large framed cows. Today commercially oriented breeders want live calves that are born unassisted and cows, especially first calvers, that deliver a live calf without assistance. Two genetic indexes are published – one for the birth of the calf (Calving Ease / Calving Ability) and one for the mother’s ability to deliver ( Maternal Calving Ease / Daughter Calving Ability). Sires rated above 7 in the USA or below approximately 97 in Canada for either calving ease index should be avoided unless breeders are prepared to attend and assist the birth. The cost of a difficult calving is significant when you consider the risk of death of calf and mother, vet and drug costs, an anestrous period, a longer time in the dry pen and less yield for both the lactation and lifetime.

Pregnancy Rate – No pregnancy, no calf, no lactation!
That says it all. Getting a pregnancy when a cow is lactating at a high level is no mean feat but is the reality of dairy cattle farming. Sires that rate below +1.0 for Daughter Pregnancy Rate (USA) and 105 for Daughter Fertility (Canada) will not improve the genetic merit of a herd for pregnancy rate.  Correlated positively with sire ratings for Daughter Fertility in Canada is Body Condition Score (BCS). Correlated negatively is Dairy Form (USA) and Angularity (Canada). Bulls that have a rating above 105 for BCS have daughters that get pregnant whereas bulls above average for Dairy Form and Angularity are more difficult to get in calf. Using all these indexes assists breeders to get the overall picture so wise decisions can be made when selecting sires to use.

Length of Life
Some breeders prefer to select only for Productive Life (USA) or Herd Life (Canada) instead of selecting for the fertility traits. Additional factors beyond fertility go into calculating the length of herd life including SCS and udder depth. Therefore selecting for longevity may not get the boost in female fertility a breeder may be looking for. Again, as with the other indexes sires will need to have high ratings for Productive Life (over +3) and Herd Life (over 105) to positively impact the genetic merit of a herd.

Genomic evaluations
have been a major step forward in ranking bulls for female fertility traits.  Accuracies of genomic indexes are more than double what they were with Parent Averages alone. The general recommendations on using genomic sires applies when addressing daughter fertility – use many sires not just one or two.

So what is improved female fertility worth?

A definitive answer may not be available, but considering that for the average cow it starts when she is bred as a heifer and finishes when she has completed about three lactations. This, on average, covers about 54 months, and the total can mount up to a considerable amount from loss of revenue and added expense. If improving the genetics for female fertility in a herd could give you an added profit in a cow’s lifetime equivalent to the value of milk for half a lactation would it be worth putting more selection pressure of female fertility? I think it would.

Male Fertility

A.I organizations go to considerable effort to package the semen from each sire so the optimum conception rates can be achieved from that bull. High semen fertility is not a genetic measurement for male fertility but it has a very positive effect on herd profit. Dr Bob Welper of Alta Genetics estimates that in a 500 cow herd using somewhat below average bulls for Sire Conception Rate (SCR) compared to using bulls that are above average for SCR costs the breeder a minimum of $35,000 per year. Having six more pregnancies every twenty-one days, higher herd average production, less semen cost, less labor required and more calves in a year are where the added profits come from.

Perhaps a breeder’s semen tank should have a warning label that reads – “Warning- Semen put in this tank must be above average for conception rate and able to produce fertile female offspring”.

The Bullvine Bottom Line

Female fertility can no longer be ignored when selecting sires to use or cows that are to be the mothers of heifer calves. Many tools exist that assist with female reproduction on a farm however the use of genetically inferior animals for female fertility as the parents of the next generation is costing much more than we care to admit. In time there will no doubt be additional female genetic fertility index. The time to start using the current indexes is now. Big dividends await breeders who make the effort to use the current genetic tools for female fertility.

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