Archive for Balanced Breeding

Rethinking Balanced Breeding for 2028 and Beyond

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In the dynamic world of dairy farming, where tradition intertwines with innovation, balanced breeding emerges as a harmonious blend of artistry and scientific precision, forming the industry’s foundation.

In the early 1900s, pedigree balancing was the mainstay, much like a fabled chess game in which breeders strategically matched lineage and heritage, weaving the threads of future generations. Fast-forward to today and the landscape has transformed—it is not just about balance. It involves ensuring survival and achieving excellence in a rapidly changing global dairy industry, highlighting its evolution and the urgent necessity for modern breeding practices. Despite the advancements in current systems, many dairy farmers and industry professionals continue to rely on balanced breeding.

All this demands that dairy farmers and industry professionals question whether the notions of the past are sturdy enough to support tomorrow’s ambitions. By challenging historical breeding beliefs, they are urged to evaluate the efficiency of their present approaches. Are we breeding with future goals, or are traditional methods hindering our progress? Is it time to unravel the intricacies of balance in breeding as the industry confronts the silent revolution pushing dairy cattle breeding toward new horizons?

The Evolution of Dairy Cattle Breeding: A Century’s Journey from Pedigree to Precision 

Time PeriodBreeding FocusKey InnovationsChallenges
1900s – 1930sPedigree BalancingLineage DocumentationLack of Data
1940s – 1965Phenotypic Data UtilizationProgeny TestingAvoidance of Production-Type Mix
1965 – 1990Production and Type BalancingTrait Performance AnalysisBalancing 50:50 Production:Type
1995 – 2020Total Merit Index (TMI) RankingGenomic SelectionOver-reliance on Historical Data
2020 – PresentPrecision GeneticsGenomic IndexesNeed for Strategic Focus

The development of balanced breeding in dairy cattle has changed a lot over the past century.

Forging Foundations: The Art of Pedigree Balancing in Early 20th Century Dairy Breeding

In the early 20th century, North American dairy cattle breeders faced formidable challenges that shaped the beginnings of balanced breeding. From the 1900s to the 1930s, breeders relied on pedigrees and family lines, as they did not have organized farm data systems to help them make decisions. This emphasis on pedigrees paved the way for a breeding approach where intuition and historical wisdom were the cornerstones of decision-making.

Early breeders’ unwavering commitment was to maintain a balance among successful cattle families, ensuring the preservation of good traits by selecting proper lineages. Although this approach could have been more precise, it did help improve Holstein breed quality. By aligning family strengths and balancing bloodlines like Posch and Abbekerk, early breeders set the stage for what would later become more scientific breeding methods, underscoring the crucial role of experience in the field. 

Deciphering Data: The Mid-20th Century Shift Towards Phenotypic Precision in Dairy Breeding

During the mid-20th century, dairy cattle breeding considerably changed using official phenotypic data. This shift happened when breeders started using accurate data to address common issues in Holsteins, like deep udders and low butterfat percentages. This data helped breeders make more accurate choices, moving beyond just using pedigrees to focus on measurable traits. 

Still, there was a gap even with the focus on phenotypic data. Breeding often kept production traits, like milk yield and butterfat, separate from type traits, such as udder depth and overall structure. Breeders could fix specific problems but still missed connecting a cow’s production abilities and physical features. As a result, breeding could improve one area while ignoring another, highlighting the need for balance in these practices.

Striking the Right Chord: The 1960-1990 Era of Balanced Breeding in Dairy Cattle

During the lively period between 1960 and 1990, dairy breeding focused on balancing production and type. This emphasis on balancing production and type highlights the industry’s focus on creating productive and structurally sound cattle. 

One example was Master Breeder Cliff McNeil (Heather Holme), who practiced a unique method that left a lasting impact. His approach involved alternating breeding goals for each generation, focusing on milk production in one generation and physical traits in the next. This method prevented any single trait from becoming too neglected. McNeil’s technique not only made selecting sires simpler but also helped create balanced herds and set an example for the balanced concept of modern genetic strategies.

Reassessing the Metrics: The Paradox of Progress in the Late 20th Century Dairy Breeding

In the late 20th century, dairy cattle breeding changed dramatically. Breeders started using Total Merit Indexes (TMIs) to select sires. These indexes relied on past performance data. They made choosing sires easier and set clear goals for breeders. However, a closer look shows that while this was a step forward in some ways, there were also problems. 

TMIs used past performance data but could often neglect to address future breeding goals. Breeders immediately focused on improving yields and sometimes did not include some traits important for long-term success. This was clear when herds experienced declining reproductive efficiency and shorter lifespans. High-production breeding overshadowed other key traits, like fertility and health, vital for successful dairy farms

The rise of TMIs also meant breeders used their instincts less. Before, breeders had relied on their knowledge to make careful decisions. Now, they often follow ranking lists instead of using a deeper understanding of genetics, their herd’s genetic merit, and sire matching. This led to more uniform breeding practices but less creativity and personalization. 

As the industry kept using TMIs, which placed as much as eighty percent emphasis on the combination of milk production and conformation, the problems with this approach became clearer. Breeders realized that relying too much on past data limited their ability to face new challenges and changing market conditions. The idea that combining instinct with science was the way forward began spreading across dairy farms, leading to the need to breed and select the ideal animal.

The Mirage of Balance: When Mediocrity Masquerades as Mastery in Modern Breeding 

In today’s world, ‘balanced breeding’ often means something different from what was once expected. Animals marketed as ‘TMI Balanced’ can often be average or below the current breed average instead of exceptional for one or more critical heritable traits. This means they might not have noticeable problems but also lack standout traits that could significantly improve a herd. The real issue is that genetic progress slows down; it might also go backward while seeming okay because performance is only average. 

Also, selecting too many traits at a time can spread efforts too thin, making it hard to see any real improvement in a farm’s productivity. Focusing on a few essential traits that make a financial difference is recommended. 

Knowing where an animal stands in the population is very important. This is often shown as a percentage rank (%RK) of an index value and helps people understand the genetic value of a sire or female’s contemporaries. Breeders can use these rankings to make smarter decisions, focusing on improving their animals and herd instead of just maintaining it. This means moving past old ways and embracing data-driven methods, which are not just a key but the key to success in the future of dairy breeding.

Sculpting the Future: A Precision Revolution in Dairy Breeding

The future of dairy cattle breeding needs a shift towards precision and focus. For example, breeders should concentrate on traits like kappa casein content, feed efficiency, and animal welfare to improve profitability and product quality. Instead of trying to improve too many traits, breeders should concentrate on three or four key traits that are heritable and economically important. This approach can lead to greater genetic progress and more efficient farming. 

Trait heritability plays a vital role in the success of breeding programs. If a trait, as measured, is not heritable, it will not help with genetic improvement. Breeders must understand genetic indexing and how to use advanced technology to make real progress. The future of dairy breeding is about measurable genetic changes rather than simple phenotypic observations. 

Planning for the future of dairy breeding requires an innovative approach. Instead of relying on past methods like reactionary culling and mating choices, breeders should use modern genetic knowledge to meet current and future market needs. This forward-thinking approach will help create cattle that match today’s and tomorrow’s demands. 

Future-focused breeding should aim for practical results, such as better human digestion of milk products with a trait like A2A2 beta-casein, improved efficiency through better feed conversion and less labor for animal care, and improved animal health and reproduction. These improvements should also consider animal welfare, environmental sustainability, and alignment with global goals. 

This new way of selective breeding is like creating a symphony, where each chosen trait plays a vital role in forming a productive herd. The future of breeding in 2028 and beyond is about finding this balance to drive significant improvements in the dairy industry.

Still today, some breeders focus too much on pedigree and physical appearance, ignoring the powerful insights genetic data can provide. So, livestock breeding continues as historical methods meet new genetic technology. 

Breeding for a New Dawn: Harnessing Strategic Traits to Innovate Dairy’s Next Chapter

As the dairy industry enters a new era, choosing breeding traits is challenging and full of opportunities.

Kappa casein content is about to become essential. Kappa casein is the protein needed for cheese production, as it is key to the amount and quality of cheese. This change shows a shift towards breeding decisions that improve profits and product quality

Feed efficiency is also an important trait that will be included in future breeding plans. With rising feed costs and environmental issues, optimizing feed conversion is crucial for saving money and being environmentally friendly.

Animal welfare and health is more than just doing what is ethically correct or giving lip service to genetically improving animal health. They are central to breeding programs focusing on sustainability and consumers’ wants. Cows that are healthier and well-suited to their environment produce more and live longer, reducing the need to replace them often and increasing farm profits. So, health, adaptability, and overall welfare traits are becoming more critical. 

It is paramount to use DNA and factual data in breeding decisions. Genomic testing offers accurate details about inheritable traits, assisting breeders in making data-driven choices rather than relying solely on historical patterns. DNA accuracy allows breeders to predict breeding results more reliably, ensuring that chosen traits enhance the herd’s performance. Genetic indexes help identify and select animals that excel in important traits, avoiding a general phenotypic approach that can lead to, at best, average results. Thus, DNA and detailed data guide a superior and more forward-thinking dairy breeding strategy.

Navigating the Lifecycle of Dairy Excellence: Mastering Heifer and Cow Milestones for Optimal Breeding Success

In the complex world of dairy cattle breeding and management, understanding the key stages in the life of a heifer and a cow is crucial for success. A heifer’s journey begins with a trouble-free birth and a strong start, and her early days must be carefully managed to keep her disease-free and healthy. This heifer phase sets the path for a productive future; growth and fertility are essential milestones in deciding whether she can join the breeding herd. 

As a heifer becomes a cow, the focus shifts slightly to include her performance high across lactations. Cows need smooth calving processes, reducing any issues during and after calving that could harm their health and productivity. During this stage, efficient feed conversion is key, as it affects the yield of milk solids and the economic efficiency of dairy operations. Achieving high feed conversion rates boosts milk solids production while lowering the environmental impact of dairy farming, aligning with modern sustainability goals. 

Building environmental adaptability into heifers and cows can significantly improve their resilience to climate and management challenges. With industry advancements, the capacity of dairy animals to flourish in diverse environments will be crucial. Breeders and dairy operators should concentrate on crucial stages, investing in genetics and management practices that enhance health, reproduction, and adaptability. This ensures that each life cycle phase contributes to overall farm success.

In Pursuit of Greatness: Crafting the Elite Class in Dairy Farming Through Strategic Focus and Precision Breeding

Just like champions in sports or visionaries in business, the elite in dairy farming distinguishes themselves through unwavering focus and relentless dedication. In sports, top athletes, like Olympic champions, succeed through intense training and innovative coaching that builds on their strengths. Successful companies do well in business because they focus on the latest ideas, help their teams grow, and use their strengths wisely. 

Prioritizing top-performing animals is a fundamental element in achieving success in dairy farming. These animals have the best genes, high production ability, and will be functional and healthy. Just like in sports and business, investing in elite dairy females can change herd breeding practices and improve the quality and efficiency of the farm. Farmers can ensure their herds do well in challenging and demanding markets by investing in elite genetic females. 

But breeding top animals is not about luck. A careful selection process using the latest genetic studies and top indexing reports is needed to find those with the best potential. For example, in business, where data and research guide decisions, precision and forward-thinking are key to choosing breeding stock in dairy farming. So, recognizing and developing the best in the herd is not just a tactic—it is a powerful strategy, much like winning in sports or achieving top success in business.

Precision at the Crossroads: Mastering the Genetic Symbiosis in Dairy Breeding

Balancing the genetic potential in dairy cattle is a complex task, and this balance needs to happen precisely when mating is being considered. Instead of focusing only on choosing the right herd sire, the focus should be making wise choices during mating. 

The moment of mating is crucial, as genetic traits can be matched to maximize the results. Choosing the best sire for each cow based on genetics can boost the development of desired traits. This approach allows breeders to plan for the offspring’s genetic makeup, enhances strengths, and minimizes limitations. 

Smart mating choices use detailed data, such as genomics, functional traits, production performance, and herd goals. This helps breeders align their breeding goals with each cow’s unique features. This precision improves the chances of producing offspring that meet current market needs and future challenges. With strong decision-making practices, each generation can be better than the last, leading to an adaptable and forward-thinking breeding plan. 

Prioritizing strategic mating over conventional sire selection positions dairy farmers as pioneers of innovation, aiding them in remaining competitive in a shifting landscape. Mastering the art of breeding at the moment of mating is the key to unlocking the potential for dairy excellence.

The Bottom Line

The dairy farming world is changing fast. The future belongs to those who look beyond old traditions. Breeders must now focus on precision genetic advancement instead of the old balanced breeding approach. It is time to aim for traits that make the industry more sustainable, efficient, and profitable. The breeders who embrace this change will lead the way, turning potential into success and setting a new standard for dairy cattle breeding.

So, ask yourself: Will you step forward with courage and vision or stay stuck in the past? Your decision will shape the future success of your dairy business.

Key Takeaways:

  • Balanced breeding has evolved over the past century, shifting from focusing on pedigrees to incorporating phenotypic and genetic data.
  • The middle of the 20th century saw a move towards using official phenotypic data to address challenges within the Holstein breed.
  • Balanced breeding through the late 20th century often meant striking a balance between production and type, though this approach had limitations.
  • Modern breeding practices sometimes prioritize “balanced” sires, potentially leading to average results rather than exceptional advancements.
  • Dairy farmers must focus on future needs rather than historical frameworks to enhance breed qualities for tomorrow.
  • Genetic indexes should be crucial in sire selection to ensure innovative breeding solutions.
  • The dairy industry’s future includes prioritizing traits like casein profiles, efficiency, health, adaptability, and sustainability.
  • Precision and a focused strategic approach to breeding can create an elite class of dairy cattle aligned with contemporary and future market demands.

 Summary:

The landscape of dairy cattle breeding has dramatically evolved, initially relying on pedigree balancing in the early 1900s, shifting to phenotypic precision by the mid-20th century, and further transitioning to Total Merit Indexes (TMIs) by the late 20th century. Each era offered unique contributions yet often struggled to balance production and important traits like fertility and health. Today’s breeders are called to adopt precision and strategic trait selection in response to evolving market demands and animal welfare concerns. Emphasizing true mastery through strategic simplicity, the path forward lies in data-driven decisions and focusing on heritable, economically essential traits that will forge an elite class of dairy cattle.

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Where is the Balance in Balanced Breeding?

Over the past couple of weeks I have heard numerous references to the word ‘balance’ when referring to the dairy cattle breeding industry. Do we over use the term? Or worse still do we use it incorrectly? At this moment I am thinking ‘yes I don’t think we do justice to the word when it comes to genetically advancing our dairy cattle’. But let’s take a look at how we do use the term.

Numerous Interpretations

Two weeks ago at the Quebec Holstein Spring Show (Read more: Do We Speak the Same Language? and Quebec Spring Show Results) I had the opportunity to converse with a veteran dairy farm manager from Europe who spoke to me about balancing his time between breeding better cattle and the economics of running a successful dairy farm.

A week ago today a breeder, who was about to receive his Canadian Master Breeder Shield, defined for me balanced breeding as placing equal emphasis on production and type when he selects bulls and culls cows (Read more: Holstein Canada Annual Meeting 2012 – From Coveralls to Niagara Falls).

Last Thursday at the Ontario Dairy Discovery Show (Read more: Ontario Spring Discovery – Nothing Slipped Past Judge “Crack” and Ontario Spring Discovery Results) a breeder who regularly exhibits cattle at all levels described to me that balanced breeding was breeding for type and then feeding for production.

RF GOLDWYN HAILEY EX-97-CAN Considered by many to be one of the most balanced conformation cows in the history of the Holstein breed.

RF GOLDWYN HAILEY EX-97-CAN
Considered by many to be one of the most balanced conformation cows in the history of the Holstein breed.

On Friday at the Canadian Holstein Annual Meeting, an attentive audience heard Chief Classifier, Tom Byers (Read more: TOM BYERS: “THAT’S CLASSIFIED!”), describe that a cow’s parts need to be in balance. “That varies depending on whether you are looking at a just fresh 24 month old heifer or a mature cow 120 days in milk in her sixth plus lactation” said Byers.

This past Monday, as I attended the New York Spring Holstein Show (Read more: RF Goldwyn Hailey Rides to the Top Spot at NY Spring Carousel and New York Spring Holstein Show 2013 Results), I heard balance or balanced used in four other ways.  A sire analyst spoke about getting the sires of sons from a balance of daughter proven and genomic evaluated bulls. Richard Keene past Holstein USA Director and very well respected cattle judge used balance in two different ways. First he spoke about the importance of balancing the emphasis being placed on cows and bulls in genetic advancement. Secondly he spoke about balancing the needs several ways – breed improvement, lifetime milk production, profits cows return to the enterprise and serving senior versus junior members. And finally the 2013 NY Holstein Spring Show Judge Michael Heath spoke about a cow having balance between dairyness and enough capacity to consume, balance in her mammary system and balance between high at the front end and ability to walk with ease.

Are you still with me?  So many uses of the word. I am sure you may be able to add other ways that you use the word balance. So why so many ways of interpreting balance?

Digging Deeper

Like beauty, balance appears to be in the eye of the beholder or the reality of the breeder.

Gerrit Wensink, EastGen Director, who milks 400 cows using six robots he feels that the Canadian Holstein Cow has improved her conformation to the point where in sire selection his emphasis is on milk component percentages and calving ease. Whereas some breeders, who will be dispersing their herds in the next few years, want to have animals for sale that will bring the highest price. And then other breeders may want to maximize revenue per stall, profit per cow per day or daily production of fat & protein per cow. Still other breeders want to minimize costs.  Minimal labour per animal, minimal health problems, the lowest replacement cost per cow per year or put in a different way the lowest reproduction costs per cow per year.

So each of us has a different definition of what Balanced Breeding means to us.

Breed Guidance

To assist breeders, organizations have developed total merit indexes that breeders can use in selection and culling. Holstein USA ranks animals using the TPI™ index. Canadian breeders have the LPI (Read more: Everything You Need To Know About TPI and LPI and TPI™ and LPI – Marketing or Mating tools?). And USDA geneticists rank animals using the Net Merit index. In fact almost every country, region or continent has a total merit index. All these indexes have many traits included with each weighted according to economic values. Breeders are encouraged to use these indexes for both genetic and marketing purposes. Yet do they in fact maximize both breed advancement and breeder profitability?

Some History – Current Needs

At various times in their histories breeds have identified major needs and focused on those needs. Holstein have genetically address low butterfat content, deep udders and high somatic cell counts. While the other breeds have all addressed low volume of milk produced. But what are breeders’ current most major needs? Genetically for the Holstein breed they could well be rear foot conformation, fertility and perhaps even feed efficiency. Are they the same for all cow housing systems? Are they different for in tie stall barn pipeline milked, parlour milked or robotically milked cows (Read more: Robotic Milking: More than just automation it’s a new style of herd management).  And yes beyond the cow, breeders also face the challenges and opportunities associated with animal welfare and increasing the profit per cow per day of life.

Robotic Milking

One young South American dairy couple recently told me that they see it quite differently. They want to breed for fat & protein yield plus fertility and manage for conformation and health. So they are only using the highest genomically evaluated Holsteins bulls for fat, protein and fertility that they can find anywhere in the world. Their idea is to drive up revenue per cow and keep costs under control.

Considering all factors, some of which may not have a genetic component, when breeding for improvement it gets to be a big challenge and perhaps we could even say complicated.

The Reality Is

There is no such thing as uniformity of breeder needs when it comes to Balanced Breeding. Total merit formulas are for the average but do not address the top priorities. For instance breeding for enhanced rear feet is very difficult as the trait is not uniformly measured and what genetic differences are known are lost when a Feet & Leg rating is produced for a bull. Definitely when it comes to the genetic difference between animals in genetic merit for fertility, we are just starting to scratch the surface.

For interest sake the Bullvine has produced articles that change the emphasis placed on traits (Read more: Bullvine Performance Index (BPI – Top Sires December 2012 and Top BPI Heifers from Around the World ) and we even produced a bull index for daughter feed efficiency ((Read more: 30 Sires That Will Produce Feed Efficient Cows). Some AI organizations also produce their own bull ranking indexes that place emphasis on major breed needs. However all of these total merit indexes come up with numbers that water down the greatest genetic needs. The end result is that we select for so many traits that we average everything out and make less than optimal progress for the areas of greatest need.

The reality is we will not make significant progress for the areas of greatest genetic need until breeders routinely use the bulls that rank in the top 1-5% of the breed. For traits like feet and female fertility for milking cows there are not even listing produced that give the top ranking bulls of the breed. How can breeders address their biggest needs when they do not have access to the best bulls there are genetically.

The Bullvine Bottom Line

Balance Breeding formula are for the masses but not for the breeders truly committed to improving their herds for their greatest genetic needs. Total merit indexes are a good first sort tool for getting a short list of bulls. However breeders truly interested in genetically attacking their most limiting traits, in improving their herds and in having the facts to show when marketing their genetics, it is time to rethink if the Balanced Breeding is the right approach. To move forward genetically requires that breeders select only the best and ignore the rest.

 

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