Archive for genomic selection in dairy

The Great Holstein Shakeup: How 16 Years Rewrote Breeding Rules

How Holstein breeding flipped from show-ring beauty to farm profitability: The 16-year revolution that’s transforming dairy genetics forever.

Do you know what blows my mind? How completely different Holstein breeding looks today compared to just 16 years ago. Seriously. We’ve been digging through Holstein Canada registration data from 2008 to 2024, and wow—the transformation is nothing short of revolutionary. If you’ve been in the Holstein breeding industry for a while, you’ve lived through a significant rewriting of the breeding rulebook, whether you realized it or not.

“From a focus on high conformation or a two-lactation and culled cow to a four-plus lactation, healthy, fertile, self-sufficient, high fat yielding cow.”

Genetic Diversity: The Old “Super-Sire” Model Is Dead

Remember when everyone and their brother used the same handful of bulls? Back in 2008, if you walked into any barn in Canada, practically every seventh heifer was sired by DOORMAN, GOLDWYN, or BUCKEYE. I’m not exaggerating—these three bulls alone accounted for nearly 12% of all registered females!

Fast forward to today, and that concentration has completely collapsed. Now, you’d need to see almost twenty-two calves before finding one from a top three sire. That’s not just a tiny shift—it’s a significant rejection of how we used to think about breeding.

“DOORMAN alone had 12,165 daughters registered in 2008. That was enough to fill about 120 average dairy barns back then!”

Think about this: DOORMAN alone had 12,165 daughters registered in 2008. That was enough to fill about 120 average dairy barns back then! Today’s top sire wouldn’t even fill 80 Canadian barns. Breeders have gotten a lot smarter about spreading genetic risk across more bloodlines. And honestly? It’s about time.

From Pretty Cows to Profitable Cows

Remember when everyone was chasing those gorgeous, deep-ribbed, less fertile, and often less robust show cows regardless of what they cost to maintain? Those days are gone, my friend. The Holstein world, everywhere, has flipped from worshipping pretty cows to demanding farm-level profitable ones.

“The Holstein world, everywhere, has flipped from worshipping pretty cows to demanding farm-level profitable ones.”

Early on (2008-2012), we were all obsessed with proven conformation sires. Look at the top bulls from that era—they were selected almost entirely for their daughters’ appearance. Today, the smart money is on bulls that deliver a complete package: health, production, fertility, AND decent conformation.

Here’s something nobody talks about enough: Despite all our sophisticated genetic tools and 16 years of so-called “improvement,” total Holstein registrations haven’t increased. It makes you wonder if we’ve been spinning our wheels, doesn’t it? The fact that bulls like WESTCOAST ALCOVE have shown up recently tells me breeders are still hunting for that perfect balance between genetic progress and sustainability.

Genomics: Game-Changer or Over-Hyped?

When genomics hit the scene in 2009, it didn’t just change how we select bulls—it completely rewrote who benefits from genetic advancement. Gone are the days when only the most significant operations with deep pockets could access elite genetics. With over 6.5 million Canadian dairy animals genetically evaluated now, we’re seeing a true democratization of genetics. Universally, dairy farmers have access to the top hundred Total Merit Indexed sires with no holes and will produce tomorrow’s complete cow.

But let’s be honest for a second. Are we selecting the right traits? The dramatic shifts in sire usage patterns suggest many breeders weren’t entirely sold on those early genomic promises. And rightfully so—the correlation between genomic predictions and actual performance isn’t perfect. Studies show genetic correlation coefficients of just 0.36 for milk yield, 0.29 for fat yield, and 0.19 for overall type with longevity. I’m not precisely sure. Are they bets?

The most mind-blowing impact of genomics has been on generation intervals. Check out these numbers:

Selection Path1980 (Years)2009 (Years)2016 (Years)% Reduction (1980-2016)
Sire to Bull (SB)10.46.12.576%
Dam to Bull (DB)8.85.32.967%
Sire to Cow (SC)7.35.84.538%
Dam to Cow (DC)5.54.34.223%
Total32.021.513.255%

“In 1980, genetic improvement took over a decade to move from one bull generation to the next. Now it happens in just 2.5 years!”

Can you believe that? In 1980, genetic improvement took over a decade to move from one bull generation to the next. Now, it has happened in just 2.5 years! That’s like going from sending letters by Pony Express to instant messaging. No wonder we’re seeing such dramatic shifts in sire usage—we’re cycling through and benefiting from genetic options at warp speed.

I’ve watched breeders get much more knowledgeable about genomic indexing over time. Instead of unthinkingly chasing the highest numbers, they use genomics as just one tool in a more sophisticated strategy. That approach will be crucial with the significant genetic base change coming April 1, 2025—PTAs for USA Holsteins are about to drop by roughly 750 lbs for milk, 45 lbs for fat, 30 lbs for protein, and 0.6 for PTAT. That’s going to shake things up!

Beyond Milk: The New Traits Taking Over

You’ve probably noticed breeders talking a lot more about novel traits recently. This isn’t just trendy chatter—it’s a necessary evolution to survive in tomorrow’s industry. Between 2016 and 2024, we’ve seen a massive surge in interest for polled genetics, A2A2 milk, milk solids yield, and health and reproduction-related traits that directly impact a farm’s bottom line.

Ignore these trends at your peril. The upcoming Net Merit index revisions will emphasize butterfat yield, feed conversion efficiency, and cow livability. These aren’t just fancy buzzwords—they’re traits that directly address economic and environmental sustainability. In other words, they will help keep farms in business.

TraitCurrent NM$April 2025 NM$
Protein19.6%13.0%
Fat28.6%31.8%
Feed Saved12.0%17.8%
Productive Life11.0%8.0%
Cow Livability7.0%8.0%
Udder Composite7.0%7.0%
Fertility6.8%6.8%
Heifer Livability1.3%2.0%

As you can see from this table, the emphasis on butterfat production has increased significantly in the latest Net Merit index, while protein has decreased substantially. This reflects current market trends and the growing economic importance of butterfat. The shift toward feed efficiency (Feed Saved increasing from 12% to 17.8%) also shows how the industry adapts to address rising feed costs and sustainability concerns.

Want to see why fertility traits suddenly matter so much? Take a look at these real-world numbers:

TraitMean IndexStandard DeviationRecords Analyzed
Conception Rate (CCR)0.430.49837,655
56-day Non-Return Rate (NRR56)0.500.50857,821
Calving Ease (CE)1.060.27259,042
Stillbirth (SB)1.070.25273,367
Gestation Length (GL)278.36 days6.18 days258,611

A mean 0.43 sire cow conception rate? Yikes! That means the average Holstein needs multiple services to conceive. And that 56-day non-return index of 0.50. It tells us that too many cows are being bred to below-average sires and must be rebred within two months. No wonder fertility has become a hot selection priority—these numbers directly hit the pocketbook!

“Sire genetic merit for daughter fertility traits is improving rapidly in the dairy breeds, including the Holstein.”

Genetic selection is working. As Butler and others have shown, “Sire genetic merit for daughter fertility traits is improving rapidly in the dairy breeds, including the Holstein.” Thanks to genomics, we’re fixing fertility problems much faster than they initially declined when the priority traits in selection were milk yield and type. That’s something to celebrate over our morning coffees!

Power Shift: The End of Genetic Monopolies

The most fascinating change we’re seeing is the complete rebalancing of genetic influence across the Holstein population. In 2008, the top thirty sires used in Canada accounted for about 35% of all female registrations. By 2016, that dropped to just 22%, and the trend has continued.

This isn’t just a random statistic—it represents a fundamental power shift in dairy genetics. For decades, we rushed to use the “best” bulls, which narrowed genetic diversity and cranked up inbreeding rates. Finally, breeders are pushing back against that dangerous trend.

TraitHeritability Estimate
Lactation Yield0.46 ± 0.206
Birthweight0.32 ± 0.181
Age at First Calving0.19 ± 0.162
Calving Interval0.14 ± 0.211
Age at Maturity0.11 ± 0.136
Dry Period0.11 ± 0.124
Days Open0.09 ± 0.121
Lactation Length0.04 ± 0.212

This table helps explain why milk production traits have historically dominated selection programs while fertility traits have been more challenging to improve. Traits with higher heritability, like lactation yield (0.46) and birthweight (0.32), respond more readily to selection pressure than low-heritability traits like days open (0.09) and lactation length (0.04). The introduction of genomic selection has been particularly valuable for these low-heritability traits, allowing for more accurate identification of genetically superior animals early in life.

Have you noticed more European bulls in AI catalogs lately? That’s no accident. While Canadian and American genetics dominated the early years of our analysis, we’re now seeing significant international representation. This global genetic exchange introduces fresh bloodlines to help fight inbreeding while delivering solid performance.

“We’re not just making small improvements—we’re correcting the whole course of the breed!”

What excites me is how selection based on genomics has rescued traits that were heading in the wrong direction. Research clearly shows that “genetic trends changed from negative or close to zero to positive or favorable” for traditionally difficult-to-evaluate traits like milking cow conception rate, productive life, and somatic cell score. We’re not just making small improvements—we’re correcting the whole course of the breed!

What’s Next? Innovative Breeding Strategies for Tomorrow

Based on everything we’ve seen over these 16 years, I’d bet my farm on several significant shifts in Holstein’s breeding strategies.

First, we’ll keep pivoting hard toward functional, health, and efficiency traits. The days of selecting primarily for production and type are over—sorry, not sorry! Modern breeding programs must balance these traditional traits with newer priorities impacting sustainability and profitability.

Second, A2A2 milk genetics will soon be the standard, not a specialty. Our data clearly show this trend, and industry forecasts agree, predicting “increased fat and protein yields, increased %Fat and a prevalence of A2A2” in the coming decade.

Third, new data and information resulting from new technologies and methodologies will continue to help accelerate genetic progress while addressing genetic diversity concerns. With 90% of Holstein registrations submitted electronically, our industry will have the infrastructure for sophisticated genetic management that balances progress and diversity.

Finally—and this one might ruffle some feathers—animal welfare traits like polled and healthy hoof genetics will increasingly drive selection decisions. Consumers care more about this stuff every year, and genetics that address welfare concerns will command market premiums paid by processors. Astute breeders are already positioning themselves for this shift.

The Bottom Line

What strikes me most about this 16-year journey is how dramatically the Holstein breeding philosophy has changed. We’ve collectively rejected the super-sire model in favor of genetic diversification, wholly transformed how we manage genetic resources and risk, and broadened our genetic focus beyond milk and type.

Canadian Holstein breeders, and I expect American breeders, have shown incredible adaptability through all this change. They’ve navigated the transition from traditional progeny-testing to genomic selection while embracing a more comprehensive view of what makes a profitable cow.

The data doesn’t lie—breeders use genetic information more strategically than ever. The winners in tomorrow’s dairy industry won’t be those unthinkingly chasing the highest numbers but those who skillfully balance genetics, economics, and consumer demands.

“The real question isn’t whether your breeding program will transform, but whether you’ll lead or participate in that transformation or be left to play catch-up or exit the industry.”

With genomic selection slashing generation intervals—from 10.4 years to just 2.5 years on the sire-to-bull path—genetic improvement will only accelerate from here. The real question isn’t whether your breeding program will transform but whether you’ll lead or participate in that transformation or be left to play catch-up or exit the industry.

What do you think? Are you ready for what comes next?

Key Takeaways

  • The Holstein industry has decisively rejected the concentrated “super-sire” model, with top three sire representation dropping from 12% of registered females to requiring 22 calves to find one from a top sire.
  • Genomic selection has revolutionized breeding by reducing generation intervals by 76% (from 10.4 to 2.5 years) on the sire-to-bull path, enabling faster genetic progress and trait improvement.
  • Selection emphasis has dramatically shifted toward functional traits, with the 2025 Net Merit index increasing emphasis on fat (31.8%) and feed efficiency (17.8%) while decreasing protein emphasis (from 19.6% to 13.0%).
  • Low-heritability traits like fertility are being improved much faster through genomic selection, addressing critical issues like the concerning 0.43 mean cow conception rate.
  • Future breeding strategies will increasingly incorporate welfare-oriented traits (polled, hoof health) and A2A2 milk genetics as consumer preferences drive market premiums for these characteristics.

Executive Summary

The Holstein breeding industry has undergone a revolutionary transformation over the past 16 years, shifting focus from aesthetically pleasing show cows to functional, profitable animals that remain productive for four-plus lactations. This paradigm shift rejected the “super-sire” model that once concentrated genetics (with three bulls accounting for nearly 12% of all registered females in 2008) in favor of greater genetic diversity and reduced inbreeding. Genomic selection has dramatically accelerated genetic progress by slashing generation intervals from over 10 years to just 2.5 years on the sire-to-bull path, while simultaneously democratizing access to elite genetics. Increasingly, breeders are prioritizing health, fertility, and efficiency traits over pure production and conformation, with upcoming Net Merit index revisions placing even greater emphasis on butterfat yield, feed efficiency, and cow livability. The industry is now poised for further evolution toward welfare-focused traits like polled genetics and enhanced hoof health as consumer preferences continue to shape breeding decisions.

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From Milk Machines to Component Champions: How Genomics and Sexed Semen Are Remaking the Dairy Cow

Explore how genomics and sexed semen are turning dairy cows into component giants. Ready to rethink milk’s future?

For years, the dairy industry was primarily focused on producing liquid milk. However, a significant shift is underway, with a growing emphasis on producing milk’s valuable components—butterfat and protein. This shift, far from being just a strategy change, is a boon for farmers. It meets the increasing demand for specialized dairy products and opens up new avenues for profitability. The introduction of advances like genomics and sexed semen has been instrumental in driving this change. These technologies, which allow farmers to enhance genetic traits for milk rich in components and to select herds with the best yields, are reshaping success in today’s dairy market.

Genomics and Sexed Semen: The Dawn of a New Era in Dairy Breeding 

The introduction of genomics and sexed semen has dramatically changed dairy breeding. These cutting-edge techniques allow for a precise selection of traits, revolutionizing how we breed dairy cattle. Genomics studies the genetic code of cows, helping farmers choose genes linked to essential traits like milk production, butterfat, and protein. It’s like writing a dairy herd’s future, ensuring only cows with the best genetics pass on their traits. 

Sexed semen has changed herd management by letting farmers choose the sex of new calves, favoring females. This reduces the number of male calves, which are less valuable in dairy and focuses resources on raising female replacements. This makes managing herds more efficient, matching herd potential with market needs for milk components. 

The improvements from these technologies are significant. Genomic selection has doubled or even quadrupled the rate of genetic improvement in traits like fertility and production in breeds such as Holstein cattle. This advancement is mirrored in increased productivity, especially in milk components like butterfat and protein. Milk production has reached new heights, and it is now focusing more on boosting component yields. This approach values quality over quantity, aligning with industry trends seeking valuable products over mere volume.

The Complex Dance of Trait Correlations: Challenges and Opportunities in Dairy Breeding

The complex network of trait correlations in dairy cattle breeding offers both challenges and opportunities for breeders. Understanding these correlations is crucial for improving production while steadily maintaining herd health and efficiency. Notably, the nearly zero correlation between Predicted Transmitting Ability for Milk (PTAM) and Predicted Transmitting Ability for Fat (PTAF) implies that selecting more milk does not automatically mean more milk fat. This affects breeding goals, especially since milk components, like butterfat and protein, often drive profitability more than volume. Therefore, it’s essential to directly select these components to boost the production of premium dairy products like cheese. 

The strong links among health traits—longevity, fertility, and disease resistance—underscore how interconnected cattle health and productivity are. Improvements in these traits elevate herd performance and operational costs, reducing the need for replacements and vet visits. Understanding these trait relationships is crucial in making wiser breeding decisions. It allows for a balanced breeding approach focusing on herd sustainability and productivity, ensuring that the industry moves forward sustainably and efficiently. 

As efficiency becomes a primary focus, complications arise. Prioritizing production efficiency may mean compromising on physical strength. For example, cows with less body weight may have reduced maintenance costs. Still, they can be weaker or have poorer reproductive performance. Breeders must find a balance between efficiency and strength. Including thorough efficiency metrics and actual body weights in genetic evaluations could refine selection criteria, shaping a herd that meets modern demands without losing key traits.

From Fluid to Forte: Navigating the Component Revolution in Dairy 

The change in milk from just a fluid to a component-rich product has reshaped the dairy industry. This is about more than just better nutrition; it relates directly to processing and profits. Since 2011, butterfat and protein have increased faster than milk volume. By 2023, milk production was up by 16.2%, but protein rose 22.9%, and butterfat jumped 28.9%. These numbers show a fundamental shift in what the dairy sector provides. 

This change dramatically matters for cheese, one of the dairy’s biggest earners. In 2010, 100 pounds of milk made about 10 pounds of cheese. By 2023, with more butterfat and protein, that grew to almost 11 pounds. This shift not only improves efficiency but also promises increased profits. For dairy farmers, focusing on components is as important as fluid volume. Genomics and sexed semen help breed cows for better yield traits, boosting profits. With over 80% of U.S. milk used for manufacturing instead of drinking, aligning production with market needs is essential and promising for the future. 

Companies need to innovate and adapt to higher component yields industry-wide. This is not just a suggestion but a necessity in changing industry trends. This means updating facilities, refining marketing, and building new partnerships across the supply chain. As composition trends in the industry continue to change, everyone must embrace these changes to stay relevant. This challenge pushes us to rethink milk’s future and adapt to the changing landscape of the dairy industry, inspiring us to take action and stay ahead of the curve.

Beyond the Gallons: Redefining Milk Production Reports for the Modern Dairy Era

The USDA’s Milk Production report has been the key measure of the nation’s dairy output for almost a hundred years. However, as the dairy industry changes, focusing only on milk volume misses essential details about today’s milk components. The report’s focus on liquid volume leaves out crucial information about butterfat and protein, giving consumers and manufacturers an incomplete picture. 

Why is this important? Over 80% of U.S. milk is used for manufactured products like cheese, which depend heavily on these components and often have more economic value than raw liquid. To truly understand production trends, we must consider milk’s nutritional and functional components, not just the gallons. 

The USDA report should focus more on component data, especially butterfat and protein, to improve accuracy and help farmers and industry professionals make better decisions. Precision is not just a luxury in today’s dairy industry; it’s a necessity. So, updating our metrics is vital to understanding and progressing in this rapidly changing market. Click here for more information on how different breeds compare in this changing market.

Shifting Paradigms: From Gallons to Gold—The Component Revolution in Dairy 

For years, dairy farmers focused on making more milk, seeing it as a sign of success. But now, the focus is shifting to milk’s more valuable components: protein and butterfat. Consumers want dairy products like cheese, butter, and yogurt that need these components and are willing to pay more. 

This focus on high-component milk is more profitable because the payment models pay more for solids like butterfat and protein than just the milk’s volume. It also fits well with the goal of farming more efficiently, as higher components mean more value from each cow, even if they produce less milk overall. This is especially helpful in areas where feeding and land costs are high, showing the need for strategies centered on milk components. 

The future of the dairy industry depends on the value of these milk components. Understanding this shift is key for farmers who want to maximize profits and efficiency. Adapting to this change is more than just keeping up with the market and taking the lead.

Weighing the Future: Overcoming Challenges in Accurate Body Weight Integration for Dairy Breeding 

Integrating actual body weights into genetic evaluations is a significant challenge for the dairy industry. This is mainly because data collection is complicated, and there’s resistance to changing how things have always been done. In the past, measuring body weight was considered difficult and expensive, so it was often estimated instead of measured. This has led to poor breeding decisions, focusing on high production while ignoring overall efficiency. 

However, accurate body weight data could transform genetic evaluations. By choosing cows that produce well without being too heavy, breeders can create herds that need fewer resources. This cuts down on feed costs, a significant expense in dairy farming. Also, lighter cows that produce the same amount of milk can help lower the farm’s carbon footprint, meeting environmental rules and consumer demands for sustainable farming

These changes lead to more efficient and profitable dairy operations and help farmers tackle modern challenges. Embracing this change could lead to a shift in focus, encouraging breeders to prioritize long-term efficiency over short-term production gains. Though complex, the benefits of using actual body weight data for better profitability and sustainability are significant.

Beef Meets Dairy: A Fusion of Innovation and Profitability

Sexed semen and genomics have also revolutionized the industry with beef-on-dairy practices. This innovative approach helps dairy herds achieve top-notch genetic quality. By using sexed semen, only the best females in the herd reproduce, while the others are bred with beef semen. This strategy boosts the quality of dairy replacement heifers. It increases the value of other offspring by crossing them with beef breeds. 

“Beef on dairy has changed the industry, helping dairy farms make more money by tapping into beef markets while keeping high-quality dairy genetics.”

The advantages of beef over dairy are many: 

  • Better Genetic Selection: Genomics helps farmers pinpoint and keep the best cows in the herd for future dairy production.
  • More Revenue Sources: Producing beef calves along with dairy calves lets farmers earn from the beef market, diversifying their income.
  • Lower Carbon Footprint: A more efficient herd using this dual-purpose strategy supports sustainability by reducing waste.
  • Efficient Resource Use: The combined approach ensures that farm resources are used to their fullest potential.

Beef on dairy represents an innovative evolution in breeding strategies and highlights a trend toward integrated farming. As the dairy industry faces economic and environmental challenges, these innovative practices are key to sustainable progress in agriculture.

The Unseen Dichotomy: Technology vs. Tradition in Modern Dairy Breeding

In today’s fast-changing dairy industry, sexed semen and genomics, when combined with in vitro fertilization (IVF), have brought another significant change. These advancements have nearly replaced the traditional role of the master breeder. Skills and animal care that were once central to dairy breeding are now overshadowed by the precision and predictability that modern science offers. 

This shift creates a contrast: on the one hand, we are achieving genetic progress and efficiency at unprecedented rates, aiming for higher productivity with less environmental impact. On the other hand, we are losing the human element, the art of dairy breeding that has developed over centuries. Master breeders, known for their ability to understand animal lineages and potential, now operate in a world led by data and science. 

For those trying to bridge this gap, the challenge is to integrate the wisdom of master breeders with the modern tools available. It’s about valuing tradition and innovation, ensuring that as technology advances, the fundamental knowledge of the breed remains intact. (Read more:  Master Breeder Killed in Triple Homicide)

The Bottom Line

The dairy industry stands at a pivotal moment, driven by changes in breeding and production. Focusing less on sheer milk volume, the industry now aims to optimize components like butterfat and protein. Genomics and sexed semen have advanced genetics, paving the way for a future that boosts these components. 

Yet, the complexity of traits and genetic indices presents challenges. Current milk production reports must be more accurate, highlighting the need for updated data that aligns with modern demands. 

As we move through this transformation, we must ask: How will dairy stakeholders—farmers, breeders, policymakers—adapt to prioritize component growth? Can the industry work together to use genetic evaluations as a public asset, balancing sustainability and innovation? 

Industry leaders must decide whether to push toward a more efficient, component-focused future in dairy. Can they balance profit with environmental care while satisfying a knowledgeable market? The journey ahead offers challenges but also opportunities for those ready to adapt.

Key Takeaways:

  • The integration of genomics and sexed semen has transformed the dairy industry from a milk production focus to component production, enhancing genetic progress and productivity.
  • Correlation constancy holds for most dairy traits, but PTAM and PTAF diverge, indicating distinct pathways for volume and fat breeding efforts.
  • Body weight’s negative correlation with Net Merit challenges breeders to balance efficiency with strength, urging the incorporation of actual weights in evaluations.
  • USDA’s Milk Production report, in its current state, offers an incomplete view of actual production dynamics, necessitating updates that reflect changing milk composition trends.
  • Component growth, exemplified by increased cheese yield, emphasizes the criticality of butterfat and protein tracking in assessing dairy productivity.

Summary:

The dairy industry is shifting from focusing on liquid milk volume to enhancing valuable components like butterfat and protein. Driven by advancements in genomics and the strategic use of sexed semen, this evolution has led to significant genetic progress, particularly in breeds like Holstein cattle, where productivity in butterfat and protein has seen remarkable gains—28.9% and 22.9%, respectively, by 2023. Despite these advancements, the USDA’s Milk Production report has lagged in capturing the accurate growth trajectory of milk components, providing an outdated view. With over 80% of milk now directed towards manufactured products, reports are urgently needed to accurately reflect these changes and capture the industry’s current economic focus. Redefining milk production reports and incorporating accurate body weight data in genetic evaluations can help create efficient, sustainable herds that meet modern environmental, economic, and consumer demands.

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