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

M. Yusuf(1) , A. M. Diansyah(2) , S. Sahiruddin(3) , M. Masturi(4) , T. Maulana(5) , S. Said(6) , R. Rahmat(7) , A. M. Alfian(8) , A. A. S. Adam(9) , A. N. H. S. Yusri(10) , A. Nurlatifah(11) , M. F. Amrullah(12)
(1) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(2) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(3) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(4) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(5) Research Center for Applied Zoology, National Research and Innovation Agency,
(6) Research Center for Applied Zoology, National Research and Innovation Agency,
(7) Department of Animal Science, Faculty of Agriculture, Lambung Mangkurat University,
(8) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(9) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(10) Department of Animal Production, Faculty of Animal Science, Hasanuddin University,
(11) Department of Nutrition and Feed Science, Faculty of Animal Science, Gadjah Mada University,
(12) Doctoral Program of Animal Biomedical Science, School of Veterinary Medicine and Biomedical Science, IPB University

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.

Full text article

Generated from XML file

References

Álvarez Gallardo, H., Urbán Duarte, D., Velázquez Roque, A., & De La Torre Sánchez, J. F. (2024). Uso y evolución del sexado espermático en bovinos. Revisión. Revista Mexicana de Ciencias Pecuarias, 15(3), 641-668. https://doi.org/10.22319/rmcp.v15i3.6372

Amaral, A. (2022). Energy metabolism in mammalian sperm motility. WIREs Mechanisms of Disease, 14(5), e1569. https://doi.org/10.1002/wsbm.1569

Baharun, A., Iskandar, H., Maulana, T., Rahmi, A., Handarini, R., Pramartaa, I. Q., Pamungkas, F. A., Samsudewa, D., Kaiin, E. M., Agung, P. P., Gunawan, M., Duma, Y., Arifiantini, R. I., & Said, S. (2025). Sperm protein profiles and their correlation by DNA integrity and protamine deficiency in Donggala bulls (Bos indicus): Implications for fertility assessment. Veterinary World, 18(8), 2357. https://doi.org/10.14202/vetworld.2025.2357-2366

Capela, L., Leites, I., Romão, R., Lopes-da-Costa, L., & Pereira, R. M. L. N. (2022). Impact of heat stress on bovine sperm quality and competence. Animals, 12(8), 975. https://doi.org/10.3390/ani12080975

Cheng, Y., Grigorieff, N., Penczek, P. A., & Walz, T. (2015). A primer to single-particle cryo-electron microscopy. Cell, 161(3), 438-449. https://doi.org/10.1016/j.cell.2015.03.050

Correnti, S., Preianò, M., Fregola, A., Gamboni, F., Stephenson, D., Savino, R., D’Alessandro, A., & Terracciano, R. (2023). Seminal plasma untargeted metabolomic and lipidomic profiling for the identification of a novel panel of biomarkers and therapeutic targets related to male infertility. Frontiers in Pharmacology, 14, 1275832. https://doi.org/10.3389/fphar.2023.1275832

Dasgupta, M., Kumaresan, A., Saraf, K. K., Nag, P., Sinha, M. K., Aslam M. K. M., Karthikkeyan, G., Prasad, T. S. K., Modi, P. K., Datta, T. K., Ramesha, K., Manimaran, A., & Jeyakumar, S. (2022). Deep metabolomic profiling reveals alterations in fatty acid synthesis and ketone body degradations in spermatozoa and seminal plasma of astheno-oligozoospermic bulls. Frontiers in Veterinary Science, 8, 755560. https://doi.org/10.3389/fvets.2021.755560

Diansyah, A., Santos, S., Herdis, H., Yusuf, M., Toleng, A. L., Dagong, M. I. A., Priyatno, T. P., Maulana, T., Said, S., Iskandar, H., Nurlatifah, A., Lestari, P., Affandy, L., Baharun, A., & Rahmat, R. (2024). Identification of reproductive performance utilizing CASA and plasma seminal proteomics on Bali-Polled bull fertility. https://doi.org/10.22541/au.172506223.34281631/v1

Fadilla, Z. J., Yusuf, M., Toleng, A. L., & Diansyah, A. M. 2023. Characteristics and kinematics of Bali bull sperms after thawing utilizing tris soy lecithin. Journal of Advanced Zoology, 44(4), 477–487. https://doi.org/10.17762/jaz.v44i4.1967

Firdaus, A., Utami, P., Ramadhani, A., Syah, H. A., ShikhMaidin, M., Yekti, A. P. A., Isnaini, N., & Susilawati, T. (2024). Conception rate of filial Friesian Holstein cows after being inseminated utilizing unsexed and sexed semen. Jurnal Ilmu-Ilmu Peternakan, 34(1), 99-107. https://doi.org/10.21776/ub.jiip.2024.034.01.11

Giaretta, E., Damato, A., Zennaro, L., Bonfatti, V., Mislei, B., Vigolo, V., Falomo, M. E., Bertuzzo, F., Gabai, G., & Bucci, D. (2025). Metabolome and oxidative stress markers in the seminal plasma of Holstein bulls and their relationship by the characteristics of fresh and frozen/thawed sperm. Theriogenology, 235, 262-274. https://doi.org/10.1016/j.theriogenology.2025.01.015

Hasan, I., Amalia, R., Yekti, A. P. A., Wahjuningsih, S., & Susilawati, T. (2023). Conception rate of artificial insemination utilizing sexed frozen semen by albumin sedimentation method on Friesian Holstein cow. BIO Web of Conferences, 81, 00016. https://doi.org/10.1051/bioconf/20238100016

Khan, I., Mesalam, A., Heo, Y. S., Lee, S. H., Nabi, G., & Kong, I. K. (2023). Heat stress as a barrier to successful reproduction and potential alleviation strategies in cattle. Animals, 13(14), 2359. https://doi.org/10.3390/ani13142359

Lasorsa, F., Di Meo, N. A., Rutigliano, M., Ferro, M., Terracciano, D., Tataru, O. S., Battaglia, M., Ditonno, P., & Lucarelli, G. (2023). Emerging hallmarks of metabolic reprogramming in prostate cancer. International Journal of Molecular Sciences, 24(2), 910. https://doi.org/10.3390/ijms24020910

Longobardi, V., Kosior, M. A., Pagano, N., Fatone, G., Staropoli, A., Vassetti, A., Vinale, F., Campanile, G., & Gasparrini, B. (2020). Changes in bull semen metabolome in relation to cryopreservation and fertility. Animals, 10(6), 1065. https://doi.org/10.3390/ani10061065

Mateus, F. G., Moreira, S., Martins, A. D., Oliveira, P. F., Alves, M. G., & Pereira, M. D. L. (2023). L-carnitine and male fertility: is supplementation beneficial?. Journal of Clinical Medicine, 12(18), 5796. https://doi.org/10.3390/jcm12185796

Nirmala, A., Toleng, A. L., Yusuf, M., Herdis, H., Diansyah, A. M., Amrullah, M. F., Rahmat, R., Rajamuddin, R., Alfian, A. M., & Hasrin, H. (2025). Effect of adding kasumba turate (Carthamus tinctorius L.) extract in tris-egg yolk diluent on sperm quality in Bali bulls. Journal of Animal Health and Production, 13(1), 154-159.. https://doi.org/10.17582/journal.jahp/2025/13.1.154.159

Nurcholis, N., Sumaryanti, L., Irianto, A., & Salamony, S. M. (2024). Fertilization rate of crossbreeding cattle utilizing sexing and conventional semen in different seasons in South Papua. Journal of Advanced Veterinary and Animal Research, 11(4), 954. https://doi.org/10.5455/javar.2024.k845

Ricci, L., Stanley, F. U., Eberhart, T., Mainini, F., Sumpton, D., & Cardaci, S. (2023). Pyruvate transamination and NAD biosynthesis enable proliferation of succinate dehydrogenase-deficient cells by supporting aerobic glycolysis. Cell Death & Disease, 14(7), 403. https://doi.org/10.1038/s41419-023-05927-5

Rotimi, D. E., Iyobhebhe, M., Oluwayemi, E. T., Olajide, O. P., Akinsanola, B. A., Evbuomwan, I. O., Asaleye, R. M., & Ojo, O. A. (2024). Energy metabolism and spermatogenesis. Heliyon, 10(19). https://doi.org/10.1016/j.heliyon.2024.e38591

Said, S., Arman, C., & Tappa, B. (2014). Conception rates and sex concomitant of Bali calves following oestrus synchronization and artificial insemination of frozen-sexed semen under farm conditions. Journal of the Indonesian Tropical Animal Agriculture, 39(1), 10-16. https://doi.org/10.14710/jitaa.39.1.10-16

Santoso, S., Herdis, H., Arifiantini, R. I., Gunawan, A., & Sumantri, C. (2021). Characteristics and potential production of frozen semen of Pasundan bull. Tropical Animal Science Journal, 44(1), 24-31. https://doi.org/10.5398/tasj.2021.44.1.24

Schmidt, C. A., Hale, B. J., Bhowmick, D., Miller, W. J., Neufer, P. D., & Geyer, C. B. (2024). Pyruvate modulation of redox potential controls mouse sperm motility. Developmental Cell, 59(1), 79-90. https://doi.org/10.1016/j.devcel.2023.11.011

Silva, W. C. D., Silva, J. A. R. D., Camargo-Júnior, R. N. C., Silva, É. B. R. D., Santos, M. R. P. D., Viana, R. B., Silva, A. G. M. e, Silva, C. M. G. da, & Lourenço-Júnior, J. D. B. (2023). Animal welfare and effects of per-female stress on male and cattle reproduction—A review. Frontiers in Veterinary Science, 10, 1083469. https://doi.org/10.3389/fvets.2023.1083469

Talluri, T. R., Kumaresan, A., Sinha, M. K., Paul, N., Ebenezer Samuel King, J. P., & Datta, T. K. (2022). Integrated multi-omics analyses reveals molecules governing sperm metabolism potentially influence bull fertility. Scientific Reports, 12(1), 10692. https://doi.org/10.1038/s41598-022-14589-w

Thongkham, M., Thaworn, W., Pattanawong, W., Teepatimakorn, S., Mekchay, S., & Sringarm, K. (2021). Spermatological parameters of immunologically sexed bull semen assessed by imaging flow cytometry, and dairy farm trial. Reproductive Biology, 21(2), 100486. https://doi.org/10.1016/j.repbio.2021.100486

Authors

M. Yusuf
myusuf@unhas.ac.id (Primary Contact)
A. M. Diansyah
S. Sahiruddin
M. Masturi
T. Maulana
S. Said
R. Rahmat
A. M. Alfian
A. A. S. Adam
A. N. H. S. Yusri
A. Nurlatifah
M. F. Amrullah
Yusuf, M., Diansyah, A. M., Sahiruddin, S., Masturi, M., Maulana, T., Said, S., Rahmat, R., Alfian, A. M., Adam, A. A. S., Yusri, A. N. H. S., Nurlatifah, A., & Amrullah, M. F. (2025). Integrated Metabolomic and Functional Assessment of Sexed Frozen Semen in Holstein Friesian Bulls. Tropical Animal Science Journal, 49(1), 19-29. https://doi.org/10.5398/tasj.2026.49.1.19

Article Details

How to Cite

Yusuf, M., Diansyah, A. M., Sahiruddin, S., Masturi, M., Maulana, T., Said, S., Rahmat, R., Alfian, A. M., Adam, A. A. S., Yusri, A. N. H. S., Nurlatifah, A., & Amrullah, M. F. (2025). Integrated Metabolomic and Functional Assessment of Sexed Frozen Semen in Holstein Friesian Bulls. Tropical Animal Science Journal, 49(1), 19-29. https://doi.org/10.5398/tasj.2026.49.1.19