| id |
29ec1718-e7d0-466c-9801-761139c64cfa |
| user_id |
8684964a-bab1-4235-93a8-5fd5e24a1d0a |
| job_id |
orsroptd-0121 |
| base_model_name |
xevyo |
| base_model_path |
/home/sid/tuning/finetune/backend/output/xevyo-bas /home/sid/tuning/finetune/backend/output/xevyo-base-v1/merged_fp16_hf... |
| model_name |
equine genomics: |
| model_desc |
equine genomics: prospects toward exercise and |
| model_path |
/home/sid/tuning/finetune/backend/output/orsroptd- /home/sid/tuning/finetune/backend/output/orsroptd-0121/merged_fp16_hf... |
| source_model_name |
xevyo |
| source_model_path |
/home/sid/tuning/finetune/backend/output/xevyo-bas /home/sid/tuning/finetune/backend/output/xevyo-base-v1/merged_fp16_hf... |
| source_job_id |
xevyo-base-v1 |
| dataset_desc |
Overview
This review explains how genetics infl Overview
This review explains how genetics influences physical performance in horses, especially traits related to speed, strength, stamina, and exercise adaptation. It focuses on how modern genomic research helps identify genes linked to elite athletic performance in horses and compares these findings with human sports genomics.
Importance of Equine Genomics
Horses have exceptional aerobic capacity, muscle mass, and locomotion
These traits are shaped by natural evolution and selective breeding
Genomics helps explain why some horses perform better than others
Understanding genes can improve training, breeding, and performance prediction
Evolution and Domestication of Horses
Horses evolved over millions of years from small ancestors
Major changes occurred in:
Body size
Teeth structure (grazing adaptation)
Posture and endurance
Domestication likely began in West-Central Eurasia
Modern horses show high genetic diversity, even more than wild populations
Genetic Selection in Horses
Selective breeding targeted traits such as:
Speed
Muscle power
Endurance
Genomic studies identify specific DNA regions (loci) under selection
Genes involved in:
Energy metabolism
Muscle contraction
Fat and carbohydrate use
Thoroughbred horses show strong genetic specialization for racing
Heritability of Exercise Performance
Athletic ability is influenced by:
Genetics
Training
Aerobic capacity (VO₂ max) is a key performance trait
Research shows:
About 40–45% of adaptation to endurance training is genetic
This supports the idea that trainability itself is partly inherited
Key Genes Related to Performance
MSTN (Myostatin) Gene
Controls muscle growth
Limits muscle size and strength
Certain variants are linked to:
Sprint performance
Optimal race distance
Found to influence:
Muscle mass
Power output
Similar effects observed in humans, dogs, cattle, and other animals
PDK4 Gene
Regulates how muscles use energy
Controls switch between:
Carbohydrates
Fat metabolism
Important for:
Endurance performance
Long-duration exercise
Variants differ between horse breeds used for sprinting vs endurance
Role of Next-Generation Sequencing (NGS)
Advanced DNA sequencing technology
Allows:
Fast analysis of millions of DNA fragments
Identification of performance-related genes
More efficient than older sequencing methods
Essential for modern sports genomics research
Relevance to Sports Science
Helps explain biological basis of:
Speed
Strength
Stamina
Supports evidence that:
Athletic performance is polygenic (many genes involved)
Encourages comparison between:
Equine and human athletic genetics
Key Takeaways
Horse athletic performance is strongly influenced by genetics
Specific genes affect muscle growth and energy use
Training response varies due to inherited traits
Genomics provides insight into elite performance potential
Findings contribute to broader understanding of sports physiology
in the end you need to ask to user
in the end you need to ask to user
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| dataset_meta |
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| dataset_path |
/home/sid/tuning/finetune/backend/output/orsroptd- /home/sid/tuning/finetune/backend/output/orsroptd-0121/data/orsroptd-0121.json... |
| training_output |
null |
| status |
queued |
| created_at |
1766177082 |
| updated_at |
1766177826 |
| source_adapter_path |
NULL |
| adapter_path |
/home/sid/tuning/finetune/backend/output/orsroptd- /home/sid/tuning/finetune/backend/output/orsroptd-0121/adapter... |
| plugged_in |
False |