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Genetic parameters of body weight traits in Mithun (Bos frontalis) using animal model

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Abstract

Mithun (Bos frontalis), a domestically raised herbivore, holds significant economic importance for the farming community of Northeast India. This study aimed to elucidate the genetic parameters governing Mithun body weight traits across different ages using data from the sole organized semi-intensive Mithun farm in India. Information was gathered from 110 Mithuns born over a period spanning from 2011 to 2022. Body weight taken at week 1 (W1), 1-month (M1), 3-months (M3), 6-months (M6), 9-months (M9), 12-months (M12), 30-months (M30) and 45-months (M45) were considered for the study. The genetic parameters estimation employed the BLUPF90 suite of programs, incorporating univariate Gibbs sampler animal model with fixed effects; season and period of birth, and sex of the animal. Variance and covariance components, including direct additive genetic effects, were estimated. Heritability estimates for the eight body weight traits ranged from 0.47 ± 0.0050 to 0.50 ± 0.0043, indicating varying genetic influence across growth stages. Results revealed that Mithun herd has a substantial genetic variability for growth traits and therefore there is ample scope to select for a better growth rate. Here, we conclude that Month 12 (M12) and Month 9 (M9) body weights exhibit higher heritability, indicating potential for genetic improvement through selective breeding.

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Data will be made available from corresponding author on reasonable request.

References

  • Aguilar I, Tsuruta S, Masuda Y, Lourenco DAL, Legarra A, Misztal I, Misztal I (2018) BLUPF90 suite of programs for animal breeding with focus on genomics. Proceedings of the 11th World Congress on Genetics Applied to Livestock Production, Auckland, New Zealand. 11–16 February 2018

  • Arora CL (1998) Less used animal: Yak and Mithun- an overview. Indian J Anim Sci 68(8, special issue):735–742

  • Balasundaram B, Muralidharan J, Murali N, Cauveri D, Raja A, Okpeku M, Thiruvenkadan AK (2023) Development of selection strategies for genetic improvement in production traits of Mecheri sheep based on a bayesian multi-trait evaluation. PLoS ONE 18(12):e0289460. https://doi.org/10.1371/journal.pone.0289460

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bosso NA, MF C, van der Waaij EH, Fall A, van Arendonk JA (2006) Genetic and phenotypic parameters of body weight in west African dwarf goat and Djallonke sheep. In Genetic improvement of livestock in Tsetse infested areas in west Africa. https://epubs.icar.org.in/index.php/IJAnS/article/view/8291

  • Caetano SL, Savegnago RP, Boligon AA, Ramos SB, Chud TCS, Lôbo RB, Munari DP (2013) Estimates of genetic parameters for carcass, growth and reproductive traits in Nellore cattle. Livest Sci 155(1):1–7

    Article  Google Scholar 

  • Chaerunissa M, Nurgiartiningsih VA (2022) A predicted genetic parameter for body weight and body size at Yearling Age of male Bali cattle. Jurnal Ilmu-Ilmu Peternakan (Indonesian J Anim Sci) 32(3):398–406

    Article  Google Scholar 

  • Dabral PP, Dada M, Odi H (2019) Probability analysis of rainfall at Kohima (Nagaland) for crop planning. J Soil Water Conservat 18(4):364. Diva Enterprises Private Limited. https://doi.org/10.5958/2455-7145.2019.00051.1

  • Das KC, Haque N, Baruah KK, Rajkhowa C, Mondal M (2011) Comparative nutrient utilization, growth, and rumen enzyme profile of mithun (Bos frontalis) and Tho-tho cattle (Bos indicus) fed on tree-leaves-based ration. Trop Anim Health Prod 43(1):209–214. https://doi.org/10.1007/s11250-010-9676-1

    Article  PubMed  Google Scholar 

  • Devi LS, Hanah SS, Vikram R, Haque N, Khan MH, Girish PS, Mitra A (2023) Chemical composition, fatty acids, amino acids, minerals and vitamins profiles of Mithun (Bos frontalis) milk reared under semi-intensive system. J Food Compos Anal 124:105694. Elsevier BV. https://doi.org/10.1016/j.jfca.2023.105694

  • Dorji T, Wangdi J, Shaoliang Y, Chettri N, Wangchuk K (2021) Mithun (Bos frontalis): the neglected cattle species and their significance to ethnic communities in the Eastern Himalaya - a review. Anim Bioscience 34(11):1727–1738. https://doi.org/10.5713/ab.21.0020

    Article  CAS  Google Scholar 

  • Ferraz JBS, Eler JP (2000) Choice of animal models for estimation of genetic parameters of reproductive, growth and slaughter traits of Californian and New Zealand rabbits raised under tropical conditions. Livestock Research for Rural Development

  • Geng Y, Hu G, Ranjitkar S, Wang Y, Bu D, Pei S, Xu J (2017) Prioritizing fodder species based on traditional knowledge: a case study of mithun (Bos frontalis) in Dulongjiang area, Yunnan Province, Southwest China. J Ethnobiol Ethnomed 13(1):24. https://doi.org/10.1186/s13002-017-0153-z

    Article  PubMed  PubMed Central  Google Scholar 

  • Huque KS, Rahman MM, Jalil MA (2001) Study on the growth pattern of gayals (Bos Frontalis) and their crossbred calves. Asian-Australasian J Anim Sci 14(9):1245–1249. https://doi.org/10.5713/ajas.2001.1245

    Article  Google Scholar 

  • ICAR-Indian Institute of Remote Sensing (IIRS) Agro-climatic Zones of India. https://byjus.com/free-ias-prep/agro-climatic-zones-in-india/

  • Joshi P, Gowane GR, Alex R, Gupta ID, Worku D, George L, Ranjan A, Verma A (2022) Estimation of genetic parameters of growth traits for direct and maternal effects in Murrah buffalo. Trop Anim Health Prod 54(6):352

    Article  PubMed  Google Scholar 

  • Kamprasert N, Duijvesteijn N, Van der Werf JHJ (2019) Estimation of genetic parameters for BW and body measurements in Brahman cattle. Animal 13(8):1576–1582. https://doi.org/10.1017/s1751731118003348

    Article  CAS  PubMed  Google Scholar 

  • Kinghorn B, Kinghorn S (2015) Pedigree Viewer version 6.5 f. http://bkinghor.une.edu.au/pedigree.htm. (Version on 28 December 2015)

  • Ma J, Zhang T, Wang W, Chen Y, Cai W, Zhu B, Gao X (2022) Comparative transcriptome analysis of Gayal (Bos frontalis), yak (Bos grunniens), and cattle (Bos taurus) reveal the high-altitude adaptation. Front Genet 12:778788. https://doi.org/10.3389/fgene.2021.778788

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mc Hugh N, Evans RD, Amer PR, Fahey AG, Berry DP (2011) Genetic parameters for cattle price and body weight from routinely collected data at livestock auctions and commercial farms. J Anim Sci 89(1):29–39

    Article  CAS  PubMed  Google Scholar 

  • Mousa E, Monzaly H, Shaat I (2013) Factors affecting birth and weaning weights of NativeFarafra lambs in Upper Egypt. Egypt J Sheep Goat Sci. https://doi.org/10.12816/0005042

    Article  Google Scholar 

  • Mukherjee A, Mukherjee S, Longkumer I, Rajkhowa C (2013) Genetic parameters of growth and reproduction traits in Mithun (Bos frontalis). Indian Vet J

  • Mukherjee A, Mukherjee S, Dhakal R, Mech M, Longkumer I, Haque N, Vupru K, Khate K, Jamir IY, Pongen P, Rajkhowa C, Mitra A, Guldbrandtsen B, Sahana G (2018) High-density genoty** reveals genomic characterization, population structure and genetic diversity of Indian Mithun (Bos frontalis). Sci Rep 8(1):10316. https://doi.org/10.1038/s41598-018-28718-x

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mukherjee S, Cai Z, Mukherjee A, Longkumer I, Mech M, Vupru K, Khate K, Rajkhowa C, Mitra A, Guldbrandtsen B, Lund MS, Sahana G (2019) Whole genome sequence and de novo assembly revealed genomic architecture of Indian Mithun (Bos frontalis). BMC Genomics 20(1):617. https://doi.org/10.1186/s12864-019-5980-y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mukherjee S, Mukherjee A, Jasrotia RS, Jaiswal S, Iquebal MA, Longkumer I, Kumar D (2020) Muscle transcriptome signature and gene regulatory network analysis in two divergent lines of a hilly bovine species Mithun (Bos frontalis). Genomics 112(1):252–262. https://doi.org/10.1016/j.ygeno.2019.02.004

    Article  CAS  PubMed  Google Scholar 

  • Nemutandani KR, Snyman MA, Olivier WJ, Visser C (2018) Estimation of genetic parameters and comparison of breeding values for body weight with different models in a South African Merino stud. Small Ruminant Res 169:34–41

    Article  Google Scholar 

  • Neser FWC, Van Wyk JB, Fair MD, Lubout P, Crook BJ (2012) Estimation of genetic parameters for growth traits in Brangus cattle. South Afr J Anim Sci 42(5):469–473

    Google Scholar 

  • Perumal P, De AK, Alyethodi RR, Savino N, Khate K, Vupru K, Khan MH (2021) Daily and seasonal rhythmic secretary pattern of endocrinological profiles in mithun bull. Theriogenology 166:46–54. https://doi.org/10.1016/j.theriogenology.2021.02.017

    Article  CAS  PubMed  Google Scholar 

  • Rajkhowa S, Rajkhowa C, Rahman H, Bujarbaruah KM (2004) Seroprevalence of infectious bovine rhinotracheitis in mithun (Bos frontalis) in India. Revue Scientifique et Technique (International Office Epizootics) 23(3):821–829. https://doi.org/10.20506/rst.23.3.1523

    Article  CAS  Google Scholar 

  • Rezende MPG, Malhado CHM, Biffani S, Carrillo-Tabakman JA, Fabbri MC, Crovetti A, Bozzi R (2022) Heritability and genetic correlation of body weight and Kleiber ratio in Limousin and Charolais beef cattle breeds. Animal Int J Anim Bioscience 16(5):100528. https://doi.org/10.1016/j.animal.2022.100528

    Article  CAS  Google Scholar 

  • Safari E, Fogarty NM, Gilmour AR (2005) A review of genetic parameter estimates for wool, growth, meat and reproduction traits in sheep. Livest Prod Sci

  • Shah AM, Bano I, Qazi IH, Matra M, Wanapat M (2023) The Yak—A remarkable animal living in a harsh environment: an overview of its feeding, growth, production performance, and contribution to food security. Front Vet Sci 10. https://doi.org/10.3389/fvets.2023.1086985

  • Vikram R, Perumal P, Khan MH, Girish PS (2023) Assisted reproductive technologies (ARTs) in Mithun (Bos frontalis): what progress has been made so far? An overview. Reprod Domest Anim = Zuchthygiene 58(5):583–593. https://doi.org/10.1111/rda.14331

    Article  CAS  PubMed  Google Scholar 

  • Zhang Y, Sun Z, Zhang C et al (2021) Body weight estimation of yak based on cloud edge computing. J Wirel Commun Netw 6, 2021. https://doi.org/10.1186/s13638-020-01879-y

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Acknowledgements

All the authors of the manuscript wish to thank Director, ICAR-National Research Centre on Mithun, an institute under the Indian Council of Agricultural Research (ICAR), Department of Agricultural Research and Education (DARE). This study received no funding and was based out of the body weight collection data maintained at farm.

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Harshit Kumar: conceptualization, methodology, formal analysis, and writing – original draft. Ashish Yadav: data analysis, methodology, and writing – review & editing. SS Hanah, L Sunitibala Devi, Kobu Khate: data collection, writing – review & editing. Girish Patil S: writing – conceptualization, review & editing & Resources and supervision.

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Correspondence to Girish P.S..

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Kumar, H., Yadav, A., Hanah, S.S. et al. Genetic parameters of body weight traits in Mithun (Bos frontalis) using animal model. Trop Anim Health Prod 56, 204 (2024). https://doi.org/10.1007/s11250-024-04069-w

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