Integrated Metabolomic and Functional Assessment of Sexed Frozen Semen in Holstein Friesian Bulls

This study examined the differences in sperm quality and metabolite profiles among X and Y sperm in Friesian Holstein bulls. It also tried to find specific metabolites that can help improve the accuracy of sexed semen use in humid tropical dairy farms. Semen samples from five bulls were separated by sex and tested for movement, live sperm count, shape, and membrane and acrosome health. The tests used Computer-Assisted Sperm Analysis (CASA) and regular microscope checks. Metabolite analysis was performed using LC-HRMS, followed by various statistical tests, pathway checks, and ROC curve analysis. The outcomes showed that X sperm had better movement and acrosome health, while Y sperm had stronger membranes, fewer shape problems, and moved faster. The untargeted metabolite study showed clear differences between the two groups. X sperm had more identified metabolites and greater average levels. The crucial metabolites found more in X sperm were D-(−)-fructose, L-(+)-lactic acid, and sn-glycero-3-phosphocholine. Meanwhile, Y sperm had greater levels of acetyl-L-carnitine. The pathway analysis showed that X sperm primarily utilized carbohydrate and fat processing through glycolysis and phosphocholine pathways to maintain their movement and membrane integrity. On the other hand, Y sperm mainly use a carnitine-based energy pathway to support their faster and straighter movement. The identified metabolites can serve as reliable biomarkers to aid in laboratory quality control checks and enhance the quality of semen extenders. This outcome gives a good way to make sexed semen more stable and reliable in tropical dairy farming conditions.

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Publication Details

Journal
Tropical Animal Science Journal
Published
2025-12-03
DOI
https://doi.org/10.5398/tasj.2026.49.1.19
Primary Topic
Sperm and Testicular Function
Type
article
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article

Integrated Metabolomic and Functional Assessment of Sexed Frozen Semen in Holstein Friesian Bulls

Masturi Masturi, Muhammad Yusuf, Athhar Manabi Diansyah, Andi Alfian et al.
Tropical Animal Science Journal
Sperm and Testicular Function
article

Integrated Metabolomic and Functional Assessment of Sexed Frozen Semen in Holstein Friesian Bulls

Masturi Masturi, Muhammad Yusuf, Athhar Manabi Diansyah, Andi Alfian, Syahruddin Said, R. Rahmat, Muhammad Fajar Amrullah, Aeni Nurlatifah, Tulus Maulana, Amiqatun Nasyati Yusri, Ahmed Abdel Gadir Adam, S. Sahiruddin
article en

Abstract

This study examined the differences in sperm quality and metabolite profiles among X and Y sperm in Friesian Holstein bulls. It also tried to find specific metabolites that can help improve the accuracy of sexed semen use in humid tropical dairy farms. Semen samples from five bulls were separated by sex and tested for movement, live sperm count, shape, and membrane and acrosome health. The tests used Computer-Assisted Sperm Analysis (CASA) and regular microscope checks. Metabolite analysis was performed using LC-HRMS, followed by various statistical tests, pathway checks, and ROC curve analysis. The outcomes showed that X sperm had better movement and acrosome health, while Y sperm had stronger membranes, fewer shape problems, and moved faster. The untargeted metabolite study showed clear differences between the two groups. X sperm had more identified metabolites and greater average levels. The crucial metabolites found more in X sperm were D-(−)-fructose, L-(+)-lactic acid, and sn-glycero-3-phosphocholine. Meanwhile, Y sperm had greater levels of acetyl-L-carnitine. The pathway analysis showed that X sperm primarily utilized carbohydrate and fat processing through glycolysis and phosphocholine pathways to maintain their movement and membrane integrity. On the other hand, Y sperm mainly use a carnitine-based energy pathway to support their faster and straighter movement. The identified metabolites can serve as reliable biomarkers to aid in laboratory quality control checks and enhance the quality of semen extenders. This outcome gives a good way to make sexed semen more stable and reliable in tropical dairy farming conditions.

Tropical Animal Science JournalVol. 49(1)
ADA University (AZ), Animal Science Research Institute (CN), Lambung Mangkurat University (ID), National Research and Innovation Agency (ID), Hasanuddin University (ID)
Openalex Percentile: Top 52%
Sperm and Testicular Function
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