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August 2024 Genetic Evaluations: Key Updates and Innovations from CDCB and USDA AGIL

Discover the latest updates in genetic evaluations from CDCB and USDA AGIL. How will the new 305-AA yield measurement and Constructed IDs impact your herd?

CDCB and USDA Animal Genomics and Improvement Laboratory (AGIL) implemented essential changes to improve genetic assessment accuracy on August 13, 2024. This paper underlines these critical developments and their advantages for the dairy sector. Supported by USDA AGIL’s innovative genomics research, CDCB is well-known for its exact genetic assessments. Among other improvements, the adoption of Constructed IDs and 305-AA standardized yield measurement highlights their dedication to precision and innovation, increasing the dairy industry’s output and sustainability.

CDCB and USDA AGIL Introduce the New Standardized Yield Measurement Known as 305-AA 

In a step meant to transform dairy genetics, the USDA AGIL and CDCB have unveiled the new standardized yield measurement known as 305-AA. This much-awaited change departs significantly from the mature equivalent (ME) standard, effective since 1935. Standardized yield records now benchmark the average age of 36 months or 305-AA. Inspired by current studies, this adjustment marks a methodological turn to reflect a more contemporary dairy environment.

The new 305-AA yield assessment replaces changes relied upon over the last 30 years and incorporates updated age, parity, and season parameters. The recalibrated changes seek to permit fair phenotypic comparisons among cows of various ages, sexes, and calving seasons. The main objective is to evaluate dairy performance under many settings and management strategies.

One significant modification is adjusting herd averages to approach real yields. Under the former ME method, breed-specific yield projections varied by around 10 percent higher than actual yields. Effective June 12, 2024, the estimates of the 305-AA yield become available via CDCB’s WebConnect for animal and data searches. Moreover, the officially adopted, on August 13, 2024, new 305-AA changes are entirely included in the CDCB genetic examinations.

Table 1. The ratio of mature equivalent to 36-month equivalent milk, fat, and protein yields from 1994 or recent data

Breed1994 FactorME / 36-month SD ratio in recent data
  MilkFatProtein
Ayrshire1.101.0921.0761.067
Brown Swiss1.151.1561.1501.142
Guernsey1.051.0431.0091.013
Holstein1.101.0821.0811.059
Jersey1.101.0791.0631.064
Milking Shorthorn1.151.1101.1001.090

This move from 305-ME to 305-AA offers a perceptive analogy. Recent data shows that standardized yields calculated from the 1994 ME factors are routinely more significant than those adjusted to the 36-month equivalent. This change marks a reassessment of yield projections to more closely reflect the contemporary dairy environment and current dairy animal performance.

A vital component of this shift is the modification in standard deviation (SD) “ME / 36-month” ratios, usually seen to be somewhat greater in earlier data than in recent changes. These little variations indicate calibrating output estimations to fit modern dairy production methods and genetic developments.

For predicted transmitting abilities (PTAs), these changes have significant ramifications. Updated ratios closer to 1.08 for Holsteins (HO) and Jerseys (JE) and generally more tiny numbers for fat and protein point to a minor scaling or base adjustment in PTA values. These changes assist representative assessments of dairy cow genetics, improving the validity and applicability of these measures according to contemporary industry requirements. Thus, a sophisticated, data-driven approach to genetic studies helps the dairy industry by promoting informed breeding and management choices.

Enhancing Precision: Modern Dairy Environments and Refined Seasonal Adjustments

Recent data analysis has improved seasonal adjustments to reflect the effect on lactation yields of the changing dairy environment. Modern architecture and construction methods have lessened the seasonal impact on yields, hence stressing improvements in dairy settings. The revised approach reveals minor variations by estimating seasonal impacts within five separate climatic zones defined by average state climate scores. This change emphasizes the advantages of better dairy conditions, lessening the need for significant seasonal changes and more accurate genetic tests. This method guarantees lactation yields are assessed in a framework that fairly represents current environmental and management circumstances using region-specific modifications, enabling more precise and fair comparisons of dairy output.

Robust Validation: Testing New Factors Across Decades of Lactation Records

The new parameters were tested rigorously using 101.5 million milk, 100.5 million fat, and 81.2 million protein lactation data from 1960 to 2022. The validation focused on the relationships of Predicted Transmitting Ability (PTAs) for proven bulls born after 2000. Results were rather good, with correlations of 0.999 for Holsteins, above 0.99 for Jerseys and Guernseys, and somewhat lower, ranging from 0.981 to 0.984, for Brown Swiss and Milking Shorthorns. These strong connections underscore the dependability of the new elements. The study also observed minor changes in genetic trends: a decline for Brown Swiss and Jerseys and a rise for Guernseys. These revelations help us better evaluate our genes, guaranteeing justice and ongoing development.

Revolutionizing Genetics: The Full Integration of Constructed IDs into the CDCB Database 

When fully adopted by August 2024, Constructed IDs represent a significant turning point for CDCB. Targeting partial pedigrees, particularly for animals without maternal ancestry information, this invention launched in mid-2023 and ends in July 2024. Constructed IDs link approximately 3.2 million animals in the National Cooperator Database to newly discovered relatives, developed by significant research by USDA AGIL using over a decade of genetic technology experience.

This improvement increases the dependability and accuracy of genetic tests. The worldwide influence is significant given these complex interactions across the closely linked U.S. dairy community. More precise breeding choices help directly impacted and related animals to improve their genetic quality and raise U.S. assessments. Designed IDs strengthen the genetic bases for further development by filling critical pedigree gaps.

Refined Criteria and Data Integration: Elevating Heifer Livability Evaluations for Improved Genetic Precision 

Recent improvements in heifer liability (HLV) show how committed the USDA AGIL and CDCB are to accuracy and dependability in genetic assessments. Fundamental changes exclude recent heifer fatalities from 2022–24 and rectify previously missed data resulting from changes in cow termination codes. These wholly integrated reports improve HLV assessments immediately. Improving the speed and depth of evaluations is a crucial modification that calls for a minimum of 1 percent mortality loss annually for the data of a herd to be legitimate. Faster adaptability to evolving reporting methods made possible by this change from cumulative to yearly criteria guarantees current herd health dynamics are faithfully captured. These improvements have generally resulted in a significant increase in the dependability of HLV assessments, particularly for bulls with daughters in the most recent data sets, generating more robust genetic predictions for offspring and informed breeding choices.

Pioneering Genetic Insights: Brown Swiss Rear Teat Placement (RTP) Evaluation

A significant turning point in dairy cow breeding is the introduction of the conventional and genomic assessment for Brown Swiss Rear Teat Placement (RTP). Using about 15,000 assessments from January 2024, CDCB and USDA AGIL accurately calculated the RTP parameters. On the 50-point linear scale, about 80 percent of the evaluations lie between 25 and 35 points. Heritability for RTP is 0.21, somewhat similar to front teat placement at 0.22; repeatability is 0.33.

Ranges for Rear Teat Placement in Brown Swiss

 Predicted Transmitting Abilities (PTA)Reliabilities
Males-2.4 to 3.10 to 98%
Females-3.7 to 2.90 to 79%

For bulls with reliabilities between 0 and 98% and for women between 0 and 79%, the PTA values for RTP in Brown Swiss are -2.4 to 3.1 and -3.7 to 2.9, respectively. This assessment uses exact measures and rigorous statistical techniques and emphasizes genetic heterogeneity within the breed.

Breeding choices depend on this thorough assessment, which helps farmers choose ideal RTP characteristics, enhancing herd quality and production. Driven by reliable, data-based conclusions, the August 2024 release of these assessments marks a new chapter in Brown Swiss genetics.

Refined Precision: Streamlining Genetic Markers for Enhanced Genomic Predictions 

Effective August 2024, the genetic marker update improved the SNPs used in genomic predictions, lowering the list from 78,964 to 69,200. This exact choosing approach removed low call rates, poor genotyping quality, minor allele frequencies, and markers with minimal effects. The X chromosome’s length allowed all SNPs to be maintained there. This update improved efficiency by helping to reduce processing time and storage usage by 12%. About 74% of the deleted SNPs originated from high-density chips.

Five other gene tests—HH7 and Slick, among others—were also included in the update. Confirming the low effect on trait averages and standard deviations, preliminary studies revealed a roughly 99.6% correlation between genomic predictions from the old and new SNP lists. For animals with less dense genotypes or partial pedigrees, this recalibration improves the accuracy of genetic assessments.

Incorporating Genomic Advancements: Annual Breed Base Representation (BBR) Updates

Accurate genetic evaluations depend on annual Breed Base Representation (BBR) revisions. This update, set for August, guarantees that the most relevant genetic markers are included in BBR calculations. Consistent with past upgrades, a test run based on February 2024 data confirmed the stability and strength of the new SNP set. The CDCB maintains BBR calculations at the forefront of genetic assessment by including this improved SNP set, giving dairy farmers the most reliable data for informed breeding choices.

Integrating Cutting-Edge Gene Test Data: Enhancing Haplotype Calculations for Holstein HH6 and Jersey JNS

A significant step forward in genetic assessments is combining Holstein Haplotypes 6 (HH6) and Jersey Neuropathy with Splayed Forelimbs (JNS) direct gene test data into haplotype calculations. By providing thorough gene test results to CDCB, Neogen and the American Jersey Cattle Association (AJCA) have been instrumental in this process. More exact haplotype estimations have come from including these direct gene tests in imputation procedures. Test runs greatly increase performance, Particularly for animals with gene test results and their offspring. This integration improves genetic prediction accuracy and emphasizes the need for cooperation in enhancing dairy cow genes.

The Bottom Line

Incorporating innovative modifications to maximize yield metrics, genetic evaluations, and pedigree correctness, the August 2024 genetic assessments signal a turning point in dairy herd management. These advances improve the dependability and accuracy of tests. While improved seasonal and parity corrections reflect current conditions, the new 305-AA standardizes yield measures for fair comparisons. We designed IDs to decrease pedigree gaps, improving assessments and criteria for Heifer Livability (HLV) and rear teat placement for Brown Swiss. Simplified genetic markers and combined genomic advances such as HH6 and JNS gene testing further improve assessment accuracy. These developments provide consistent data for farmers, enhancing the general health and output of dairy cows. Supported by a thorough study, the August 2024 assessments mark a significant breakthrough and inspire manufacturers to use these innovative approaches for more sustainability and efficiency.

Key Takeaways:

  • The 305-AA standardized yield records, adjusted to 36 months, replace the previous mature equivalent (ME) adjustments.
  • Implemented new factors enable fairer phenotypic comparisons across cows of different ages, parities, and seasons.
  • Seasonal adjustments are now estimated within regional climate zones, reflecting improved management and housing reducing environmental impact on yields.
  • Implementation of Constructed IDs enhances pedigree completeness and genetic evaluation accuracy.
  • Heifer Livability (HLV) evaluations refined through revised modeling and data integrations, particularly focusing on recent years’ reports.
  • Brown Swiss Rear Teat Placement (RTP) evaluations introduced, offering significant genetic insights with traditional and genomic evaluations.
  • Reduction of SNPs from 78,964 to 69,200 for streamlined genomic predictions, enhancing processing time and accuracy.
  • Annual BBR updates incorporate the new set of SNP markers, ensuring consistency and precision in breed representation.
  • Direct gene tests for Holstein HH6 and Jersey JNS now included in haplotype calculations, improving prediction accuracy.

Summary: 

The CDCB and USDA Animal Genomics and Improvement Laboratory (AGIL) have introduced a new standardized yield measurement, 305-AA, on August 13, 2024. This change allows fair comparisons among cows of various ages, sexes, and calving seasons. The revised approach estimates seasonal impacts within five separate climatic zones. Robust validation of the new parameters was conducted using 101.5 million milk, 100.5 million fat, and 81.2 million protein lactation data from 1960 to 2022. Results showed good correlations for Holsteins, Jerseys, Guernseys, Brown Swiss, and Milking Shorthorns. The August 2024 genetic assessments represent a significant turning point in dairy herd management, enhancing the dependability and accuracy of genetic tests. Constructed IDs link approximately 3.2 million animals in the National Cooperator Database to newly discovered relatives, improving genetic quality and raising U.S. assessments.

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How Genetic Innovations Have Reversed Declining Fertility in U.S. Holstein Cows

Discover how genetic innovations have reversed declining fertility in U.S. Holstein cows. Can improved breeding and management boost both productivity and sustainability?

For years leading up to 2000, U.S. Holsteins grappled with a critical issue. As milk production surged, fertility rates saw a discernible decline. This concerning trend stemmed from the inherently negative correlation between production and fertility in dairy cows. The genetic traits that facilitated increased milk yields also predisposed these cows to diminished reproductive efficiency. As milk production soared, reproductive performance faltered—a biological trade-off rooted in dairy cattle genetics.

The Year 2000 Marked a Significant Turning Point for U.S. Holstein Fertility 

The turn of the millennium initiated a pivotal shift in breeding strategies, pivoting towards a more holistic approach emphasizing long-term health and productivity beyond mere milk yields. Previously caught in a downward spiral due to an exclusive focus on production, dairy cow fertility began to experience a much-needed resurgence. 

What catalyzed this change? The cornerstone was the broadening of genetic ambitions. Until the turn of the century, breeding initiatives were singularly geared toward maximizing milk production, often at the expense of crucial traits such as fertility. However, starting in the late 1990s, the industry began recognizing the importance of herd longevity and overall fitness. 

In particular, 1994 marked a watershed moment by including the ‘Productive Life’ trait in the Net Merit index. This move indirectly promoted better fertility rates through extended productive lifespans. By integrating longevity and its beneficial link to fertility, breeders indirectly enhanced fertility within herds. 

The early 2000s heralded the advent of direct fertility metrics in selection indexes. With the introduction of the Daughter Pregnancy Rate (DPR) in 2003, the dynamics of dairy genetics underwent a transformative change. For the first time, dairy producers could target fertility directly without compromising milk production. 

These strategic adjustments fostered a balanced approach to genetic selection, resulting in favorable milk yield and fertility trends. This dual focus arrested the decline in fertility and spurred ongoing improvements. It exemplifies the synergistic power of cutting-edge genetic tools and strategic breeding objectives.

DPR Introduction (2003): Impact of Directly Selecting for Cow Fertility 

Introducing the Daughter Pregnancy Rate (DPR) into the Net Merit Index 2003 catalyzed a paradigm shift in dairy breeding strategies. By directly targeting cow fertility, dairy producers gained a valuable tool to enhance reproductive performance with precision. This strategic emphasis on fertility bolstered pregnancy rates and significantly advanced herd health and sustainability.  

Before DPR’s inclusion, fertility was frequently marginalized in dairy cow breeding, overshadowed by the relentless focus on milk yield. The incorporation of DPR empowered breeders to select bulls whose daughters exhibited superior reproductive efficiency, thereby directly confronting fertility challenges. This resulted in marked gains in pregnancy rates and decreased inseminations required per conception.  

Moreover, selecting for DPR extends well beyond fertility improvement; it enhances herd longevity. Cows with higher conception rates typically experience fewer health issues, leading to extended productive lifespans. This improves animal welfare and translates into substantial economic advantages for dairy producers, such as decreased veterinary expenses, reduced involuntary culling rates, and streamlined herd management.  

Environmental gains are also significant. Increased fertility and prolonged productive lifespans of cows mean fewer resources are needed to sustain the herd, thereby decreasing the environmental footprint of dairy farming. Enhanced pregnancy rates are critical in lowering greenhouse gas (GHG) emissions, leading to more sustainable dairy production practices.  

Integrating the Daughter Pregnancy Rate within the Net Merit index has redefined the dairy cattle breeding landscape. Dairy producers have successfully pursued holistic and sustainable genetic progress by balancing fertility with production traits. This strategic evolution highlights the essential nature of a comprehensive breeding approach—one that equally prioritizes production efficiency, animal health, and environmental responsibility.

National Database Contributions: Establishment of Sire, Cow, and Heifer Conception Rates (2006 and 2009) 

When the Council on Dairy Cattle Breeding (CDCB) introduced the national cooperator database, it marked a seminal development in dairy genetic evaluation. Initiated between 2006 and 2009, this comprehensive database encompassed vital traits such as Sire Conception Rate, Cow Conception Rate, and Heifer Conception Rate. By leveraging millions of phenotypic records, the database enabled more nuanced and precise genetic evaluations, refining the selection process for enhanced fertility. This pivotal innovation empowered dairy producers to manage their herds with unprecedented precision, ultimately propelling productivity and sustainability to new heights. 

The emphasis on phenotypic data facilitated an exceptional breadth of analysis, unearthing insights previously beyond reach. This treasure trove of data has informed more sophisticated decision-making and laid the groundwork for continuous improvement. Through the evaluation of observed data from millions of dairy cows, breeders have been able to discern patterns and correlations that are instrumental in shaping future breeding strategies. The granularity of these genetic evaluations has translated into tangible, on-farm benefits, optimizing herd performance and driving real-time improvements. 

Integrating traits such as Sire Conception RateCow Conception Rate, and Heifer Conception Rate has profound implications. These metrics serve as critical indicators of reproductive efficiency, highlighting areas where improvements are needed and celebrating successes. By monitoring these traits closely, producers can implement targeted management practices to overcome specific bottlenecks in reproduction, thereby enhancing the overall health and productivity of the herd. 

The national cooperator database also spotlighted the efficacy of collaborative efforts. With contributions from dairy producers, geneticists, veterinarians, and advisors, the database has evolved into a formidable knowledge repository, driving the evolution of breeding strategies. This collective approach expanded the genetic tools available to producers. It propagated best practices across the industry, ensuring that advancements were comprehensive and widely adopted. 

The ripple effects of this initiative are far-reaching. These extensive datasets have facilitated enhanced accuracy in genetic evaluations, leading to the development of more effective breeding programs. Dairy producers are now equipped to breed cows that are not only more productive but also exhibit greater resilience, improved health, and better adaptability to modern dairy farm conditions. 

The national cooperator database has been a transformative force in U.S. dairy cattle breeding. It has provided a vital infrastructure supporting ongoing genetic advancements, resulting in higher fertility rates and enhanced overall productivity for cows. This progress is not merely theoretical; it manifests in improvements in dairy operation efficiency, economic profitability, and environmental sustainability. The integration of fertility traits within this framework has set the stage for a future where genetic and management practices coalesce to produce more robust and productive dairy herds.

Evolution of Selection Indexes: How Selection Indexes Define Breeding Goals 

Selection indexes have long been integral to cattle breeding by summarizing multiple traits into a single numerical value. This composite score drives genetic progress, ranks animals, and simplifies management decisions for producers. Each trait in the index is weighted according to its genetic contribution toward farm profitability

  • Weighting of Fertility Traits in Net Merit Formula
  • In the modern Net Merit formula, fertility traits have been given significant importance. For example, the daughter’s Pregnancy Rate (DPR) is weighted at 5%. Additionally, Cow and Heifer Conception Rates collectively account for 1.7%. These weightings ensure a balanced selection approach that prioritizes both productivity and reproductive efficiency.
  • Incorporation of More Health and Fitness Traits
  • Over the years, the Net Merit index has evolved to include an array of health and fitness traits beyond fertility. Including traits like cow and heifer livability, disease resistance, and feed efficiency has resulted in a more holistic and sustainable breeding strategy. This balanced approach recognizes that a cow’s overall health and lifespan directly impact her contribution to the farm’s profitability.

Genetics and Management Synergy: Improvement in Dairy Management Practices Alongside Genetic Progress 

While genetic tools are the foundation for enhancing cow fertility, the critical influence of progressive dairy management practices cannot be understated. By refining reproduction protocols, adjusting rations, optimizing cow housing, and improving environmental conditions, dairy producers have cultivated an environment conducive to realizing the full potential of genetic improvements. 

A tangible testament to this synergy between genetics and management is the notable reduction of insemination attempts required for successful pregnancies. Among U.S. Holsteins, the average number of inseminations per conception has decreased from 2.5 in 2010 to 2.0 in 2020. This trend is similarly reflected in U.S. Jerseys, where breedings per conception have declined from 2.2 to 1.9 during the same timeframe. 

This decreased need for insemination underscores dairy operations’ financial savings and efficiency gains, emphasizing the necessity of a comprehensive strategy that integrates advanced genetic insights with meticulous management practices.

Fertility and Stewardship: Impact on Dairy Operation Efficiency and Profitability 

Dairy producers are keenly aware of the benefits of improved reproductive practices—fewer days open, quicker return to calving, reduced involuntary culling, and substantial savings in insemination, veterinary care, and other operational expenses. These advances are vital for enhancing operational efficiency. Furthermore, shorter calving intervals and improved reproductive efficiency expedite genetic improvements, leading to permanent and cumulative gains.

Often overlooked, however, are the profound sustainability benefits. Today’s consumers demand responsible production practices, particularly concerning animal welfare and environmental impact. Healthier cows with better fertility exhibit a longer productive life—a critical factor in sustainable dairy operations.

Enhanced reproductive efficiency reduces the need for replacements and lessens resource consumption to maintain herd size, subsequently lowering emissions. For example, improving pregnancy rates significantly diminishes the U.S. dairy greenhouse gas (GHG) footprint; a 10% reduction in herd methane equates to a $49 per cow per year profit increase.

Additionally, reducing the age at first calving in heifers by two months (when bred at optimal weight) cuts the heifer’s carbon footprint by 30%, translating to a $150 saving per heifer.

Sustainability encompasses three crucial dimensions: social, economic, and environmental. Socially, healthier cows mean reduced hormone use and less involuntary culling. Economically, better reproduction results in animal-specific savings and increased profitability. Environmentally, fewer replacements and inputs are necessary, which reduces emissions.

Dairy geneticists, producers, veterinarians, and other industry experts have united to enhance U.S. dairy cow fertility. A persistent focus on improved reproduction is evidently beneficial—it promotes animal welfare, advances dairy farm profitability, and ensures sustainability.

Sustainability Aspects: Social Benefits of Animal Health and Reduced Hormone Usage, Economic Savings and Profitability Enhancements, Environmental Improvements Through Reduced Resources and Emissions 

Examining the broader spectrum, enhancing cow fertility is pivotal for sustainability across multiple dimensions. Socially, healthier cows necessitate fewer interventions, minimizing stress and reducing hormone usage. Consequently, the rates of involuntary culling drop significantly. This benefit is advantageous for the cows and enhances herd dynamics, alleviating ethical and practical challenges associated with animal health management

Economically, the advantages are equally profound. Improved reproductive efficiency translates into cost savings by lowering insemination, veterinary care, and feed expenses. Shorter calving intervals further drive genetic progress, significantly bolstering long-term profitability for dairy operations. Every phase of a fertile cow’s lifecycle is fine-tuned to deliver maximal returns in milk production and breeding outcomes. 

Perhaps the most compelling argument for prioritizing fertility improvement lies in its environmental impact. Fertile cows are more resource-efficient, requiring less feed and water to maintain herd size, thus leading to reduced emissions. Enhanced pregnancy rates can markedly decrease U.S. dairy farms’ greenhouse gas (GHG) footprint. For example, boosting pregnancy rates can significantly cut methane emissions, benefiting the environment. Additionally, reducing the age at first calving decreases the environmental footprint associated with heifer rearing. 

Advancing fertility in dairy cows yields extensive social, economic, and environmental benefits. By concentrating on these facets, you not only enhance your profitability but also contribute to a more sustainable and ethically responsible dairy industry.

The Bottom Line

It is manifest that the once-prevailing narrative of declining fertility in U.S. Holsteins has been fundamentally altered. Dairy producers have successfully reversed this trend through deliberate modifications in genetic selection protocols and an integrated strategy that merges advanced data analytics with enhanced management methodologies. Presently, the industry witnesses tangible benefits in elevated pregnancy rates and diminished insemination attempts, coupled with significant advancements in sustainability and profitability. This comprehensive emphasis on genetic advancement and bovine welfare delineates an optimistic outlook for dairy farming, evidencing that enhanced production and bolstered fertility are compatible objectives.

Key Takeaways:

  • Strategic changes in genetic selection have reversed the decline in U.S. Holstein fertility.
  • Advanced data tracking and improved management practices play crucial roles in this positive trend.
  • Improved pregnancy rates and fewer insemination attempts reflect the success of these efforts.
  • Enhanced fertility in dairy cows contributes significantly to sustainability and farm profitability.
  • Holistic genetic progress that includes cow welfare heralds a promising future for dairy farming.
  • Increased milk production and improved fertility can coexist successfully.

As you navigate the path toward achieving optimal dairy cow fertility, staying informed about the latest genetic and management advancements is crucial. Implement these strategic changes in your breeding program to improve your herd’s reproductive efficiency and boost profitability and sustainability. Take the step today: consult with your veterinarian or a dairy geneticist to explore how you can incorporate these tools and practices into your operation. Your herd’s future productivity and health depend on it.

Summary: 

In the past, U.S. Holsteins experienced a decline in fertility rates while milk production soared due to a negative correlation between production and fertility in dairy cows. Genetic traits that enabled cows to produce more milk but predisposed them to lower reproductive efficiency led to this decline. In 1994, the Net Merit index was expanded to include traits beyond just production, such as Productive Life and Somatic Cell Score, laying the groundwork for a more holistic approach to dairy cow breeding. The introduction of the Daughter Pregnancy Rate (DPR) in 2003 marked a turning point in dairy breeding strategies, enabling more accurate and effective selection for cow fertility. The Council on Dairy Cattle Breeding (CDCB) introduced the national cooperator database between 2006 and 2009, enabling comprehensive genetic evaluations and refining selection for fertility. Selection indexes have long been integral to cattle breeding by summarizing multiple traits into a single numerical value, driving genetic progress, ranking animals, and simplifying management decisions for producers. Modern Net Merit formulas have evolved to include health and fitness traits beyond fertility, such as cow and heifer livability, disease resistance, and feed efficiency.

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