Abstract
Haemonchus contortus is a common, intractably pathogenic and economically important gastrointestinal nematode for goat producers worldwide, especially in tropical and subtropical regions. The objective of this study is to identify single nucleotide polymorphisms (SNPs) of 12 candidate goat genes mainly related to the innate immune response associated with fecal egg counts (FECs) of Haemonchus contortus in goat as an indicator of the level of parasite infection. Phenotypic data including FEC and blood traits were recorded in 189 native goats from China and 191 ones from Bangladesh, respectively. Bangladeshi goats had significantly (P < 0.01) lower FEC compared to that of Chinese goats, suggesting higher susceptible and infection rates in Chinese goat populations. FEC was significantly positive correlated with body weight (r = 0.64, P < 0.01) and hemoglobin (r = 0.49, P < 0.01) value, but negative with pack cell volume (r = − 0.63, P < 0.05) in goats. Genotyping of SNPs was performed using a matrix-assisted laser desorption ionization time of flight mass spectrometry assay and a generalized linear model was used to evaluate the association between each SNP and goat FEC trait. Eleven novel SNPs in the NLRC3, NLRC5, HIP1, and LRP8, out of 46 variants from these 12 genes, were significantly associated with FEC of goats with a nominal significance level of P < 0.05. Of these 11 SNPs, linkage disequilibrium were revealed among SNPs in LRP8 (r2 = 0.87 to 1), between SNPs in NLRC3, NLRC5, and HIP1 (r2 = 0.96 to 0.99), respectively. Further, haplotypes within NLRC3, NLRC5, and HIP1 were significantly associated (P < 0.001) with FEC. In artificial challenge trail, quantitative real-time PCR exposed that the relative expression of mRNA was higher in the resistant group for NLRC3 (P < 0.01), LRP8 and HIP1 (P < 0.001) but lower in the resistant group for NLRC5 (P < 0.0001), compared to the susceptible group. The possible SNP markers and genes identified in this study could be potentially used in marker-assisted selection for breeding local goats breeds resistant to gastrointestinal nematode parasite particularly for Haemonchus contortus, and then for improving health and productivity of goat.
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Alim, M., Fu Y., Wu, Z., Zhao, S.-H. & Cao, J., 2016. Single Nucleotide Polymorphisms of Toll-Like Receptors and Association with Haemonchus contortus Infection in Goats. Pakistan Veterinary Journal,36, 286-91
Archana, P., Aleena, J., Pragna, P., Vidya, M., Niyas, A., Bagath, M., Krishnan, G., Manimaran, A., Beena, V. & Kurien, E.,2017. Role of heat shock proteins in livestock adaptation to heat stress. J Dairy Vet Anim Res,5,0127
Argov, N., Moallem, U. & Sklan, D., 2004. Lipid transport in the developing bovine follicle: messenger RNA expression increases for selective uptake receptors and decreases for endocytosis receptors. Biology of reproduction,71, 479-85
Asif, A.R., Qadri, S., Yuhua, F., Alim, M., Wu, Z., Ijaz, N., Cao, J., Javed, R., Ahmed, S. & Awais, M., 2016. Single nucleotide polymorphisms in DRB1, IGF1 and ILs associated with fecal egg count confers resistance against Haemonchus contortus infection in goats. Pakistan Journal of Agricultural Sciences, 53
Bambou, J.-C., de la Chevrotière, C., Varo, H., Arquet, R., Kooyman, F.N. & Mandonnet, N., 2008. Serum antibody responses in Creole kids experimentally infected with Haemonchus contortus. Veterinary parasitology,158, 311-8
Benkő, S., Kovács, E.G., Hezel, F. & Kufer, T.A., 2017. NLRC5 Functions beyond MHC I Regulation—What Do We Know So Far? Frontiers in immunology,8, 150
Bhuiyan, A., Li, J., Wu, Z., Ni, P., Adetula, A., Wang, H., Zhang, C., Tang, X., Bhuyan, A., Zhao, S. & Du, X., 2017. Exploring the genetic resistance to gastrointestinal nematodes infection in goat using RNA-sequencing. International Journal of Molecular Sciences, 18, 751.
Botstein, D., White, R.L., Skolnick, M. & Davis, R.W., 1980. Construction of a genetic linkage map in man using restriction fragment length polymorphisms. American Journal of Human Genetics,32, 314
Bradley, S.V., Smith, M.R., Hyun, T.S., Lucas, P.C., Li L., Antonuk, D., Joshi, I., Jin, F. & Ross, T.S., 2007. Aberrant Huntingtin interacting protein 1 in lymphoid malignancies. Cancer Research,67, 8923-31
Bressani, F., Tizioto, P., Giglioti, R., Meirelles, S., Coutinho, R., Benvenuti, C., Mudadu, M., Vieira, L., Zaros, L. & Carrilho, E., 2014. Single nucleotide polymorphisms in candidate genes associated with gastrointestinal nematode infection in goats. Genetics and Molecular Research, 8530-6
Cao, C., Cogni, R., Barbier, V. & Jiggins, F.M.,2017. Complex coding and regulatory polymorphisms in a restriction factor determine the susceptibility of Drosophila to viral infection. Genetics, genetics. 117,201970
Catalano, C., da Silva Filho, M.I., Frank, C., Jiraskova, K., Vymetalkova, V., Levy, M., Liska, V., Vycital, O., Naccarati, A. & Vodickova, L., 2018. Investigation of single and synergic effects of NLRC5 and PD-L1 variants on the risk of colorectal cancer. PloS one,13, e0192385
Chiejina, S., Musongong, G., Fakae, B., Behnke, J., Ngongeh, L. & Wakelin, D., 2005. The modulatory influence of Trypanosoma brucei on challenge infection with Haemonchus contortus in Nigerian West African Dwarf goats segregated into weak and strong responders to the nematode. Veterinary parasitology,128, 29-40
Clark, C., Kiesel, G. & Goby, C., 1962. Measurements of blood loss caused by Haemonchus contortus infection in 177 sheep. American Journal of Veterinary Research,23, 977-80
Davis, B.W., Seabury, C.M., Brashear, W.A., Li, G., Roelke-Parker, M. & Murphy, W.J., 2015. Mechanisms underlying mammalian hybrid sterility in two feline interspecies models. Molecular biology and evolution,32, 2534-46
Down, C.F., Millour, J., Lam, E.W.-F. & Watson, R.J., 2012. Binding of FoxM1 to G2/M gene promoters is dependent upon B-Myb. Biochimica Et Biophysica Acta (BBA)-Gene Regulatory Mechanisms,1819, 855-62
Falconer, D.S., 1960.Introduction to quantitative genetics. Oliver And Boyd; Edinburgh; London
Gao, F.-Y., Pang, J.-C., Lu, M.-X., Zhu, H.-P., Ke, X.-L., Liu, Z.-G., Cao, J.-M. & Wang, M., 2018. Molecular characterization, expression and functional analysis of NOD1, NOD2 and NLRC3 in Nile tilapia (Oreochromis niloticus). Fish & shellfish immunology,73, 207-19
González-Garduño, R., Mendoza-de Gives, P. & Torres-Hernández, G.,2013. Variability in the fecal egg count and the parasitic burden of hair sheep after grazing in nematode infected paddocks. Pesquisa Veterinária Brasileira,33, 469-75
Gordon, H.M. & Whitlock, H., 1939. A new technique for counting nematode eggs in sheep faeces. Journal of the council for Scientific and Industrial Research,12, 50-2
Ijaz, N., Liu, G., Jiang, X., Tesema, B., Wang, D., Xu, F., Zhao, Q. & Huang, H., 2015. Genetic signature of strong recent positive selection at FSHβ gene in goats. Pakistan Journal of Agricultural Sciences,52
Jain, N.C., 1986.Schalm's veterinary hematology. Lea & Febiger
Karki, R., Man, S.M., Malireddi, R.S., Kesavardhana, S., Zhu, Q., Burton, A.R., Sharma, B.R., Qi, X., Pelletier, S. & Vogel, P., 2016. NLRC3 is an inhibitory sensor of PI3K–mTOR pathways in cancer. Nature,540, 583
Kurukulasuriya, M.S., Silva, P., Dematawewa, C., Ariyaratne, H., Rajapakshe, R., Wickramaratne, S., Jayasooriya, L., Munasinghe, D., Lokugalappatti, L. & Notter, D., 2018. Responses of Sri Lankan indigenous goats and their Jamnapari crosses to artificial challenge with Haemonchus contortus. Veterinary Parasitology: Regional Studies and Reports,11, 41-8
Li, H. & Durbin, R., 2009. Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics,25, 1754-60
Li, Q., Wang, Z., Zhang, Y., Zhu, J., Li, L., Wang, X., Cui, X., Sun, Y., Tang, W. & Gao, C., 2018. NLRC5 deficiency protects against acute kidney injury in mice by mediating carcinoembryonic antigen–related cell adhesion molecule 1 signaling. Kidney international
Ling, D., 2012. SASqPCR: robust and rapid analysis of RT-qPCR data in SAS. PloS one,7, e29788
Livak, K.J. & Schmittgen, T.D., 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2− ΔΔCT method. Methods,25, 402-8
MacKinnon, K., Burton, J., Zajac, A. & Notter, D., 2009. Microarray analysis reveals difference in gene expression profiles of hair and wool sheep infected with Haemonchus contortus. Veterinary immunology and immunopathology,130, 210-20
Martinon, F., Pétrilli, V., Mayor, A., Tardivel, A. & Tschopp, J., 2006. Gout-associated uric acid crystals activate the NALP3 inflammasome. Nature,440, 237
McKenna, A., Hanna, M., Banks, E., Sivachenko, A., Cibulskis, K., Kernytsky, A., Garimella, K., Altshuler, D., Gabriel, S., Daly, M. and DePristo, M.A., 2010. The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome research, 20,1297-1303.
McManus, C., Louvandini, H., Paiva, S.R., de Oliveira, A.A., Azevedo, H.C. & de Melo, C.B., 2009. Genetic factors of sheep affecting gastrointestinal parasite infections in the Distrito Federal, Brazil. Veterinary parasitology,166, 308-13
Miller, S., Dykes, D. & Polesky, H., 1988. A simple salting out procedure for extracting DNA from human nucleated cells. Nucleic acids research,16, 1215
Motta, V., Soares, F., Sun, T. & Philpott, D.J., 2015. NOD-like receptors: versatile cytosolic sentinels. Physiological reviews,95, 149-78
Neerincx, A., Rodriguez, G.M., Steimle, V. & Kufer, T.A., 2012. NLRC5 controls basal MHC class I gene expression in an MHC enhanceosome-dependent manner. The Journal of Immunology, 1103136
Nei, M. & Roychoudhury, A.K., 1974. Sampling variances of heterozygosity and genetic distance. Genetics,76, 379-90
Ojeda-Robertos, N., Torres-Acosta, J., González-Garduño, R. & Notter, D., 2017. Phenotypic expression of parasite susceptibility to Haemonchus contortus in Pelibuey sheep. Veterinary parasitology,239, 57-61
Olson, G.E., Winfrey, V.P., NagDas, S.K., Hill, K.E. & Burk, R.F.,2007. Apolipoprotein E receptor-2 (ApoER2) mediates selenium uptake from selenoprotein P by the mouse testis. Journal of Biological Chemistry,282, 12290-7
Omar, A.I., Alam, M.B.B., Faruque, M.O., Mondal, M.H., Raihan, M., Adetula, A., Wu, Z., Bhuiyan, A., Soudy, F. & Cao, J., 2016. Variability in fecal egg count of Haemonchus contortus infection to native goat breeds of China and Bangladesh under natural grazing condition. Progressive Agriculture,27, 473-81
Omar, A.I., Yin, L., Inayat, S., Alam, M.B.B., Faruque, M.O., Periasamy, K., Samsuddin, M., Zhenyang, W., Zhao, S., Du, X. & Liu, X., 2019. Assocoation of single necleotide polymorphism in NOD1 and NLRP9 genes with fecal egg count trait of Haemonchus contortus infection in Chinese and Bangladeshi goat breeds. Journal of Animal and Plant Sciences,29(1)
Pereyra, S., Velazquez, T., Bertoni, B. & Sapiro, R., 2012. Rapid multiplex high resolution melting method to analyze inflammatory related SNPs in preterm birth. BMC Research Notes,5, 69
Pontillo, A., Brandao, L., Guimaraes, R., Segat, L., Araujo, J. & Crovella, S., 2010. Two SNPs in NLRP3 gene are involved in the predisposition to type-1 diabetes and celiac disease in a pediatric population from northeast Brazil. Autoimmunity,43, 583-9
Rao, D.S., Hyun, T.S., Kumar, P.D., Mizukami, I.F., Rubin, M.A., Lucas, P.C., Sanda, M.G. & Ross, T.S., 2002. Huntingtin-interacting protein 1 is overexpressed in prostate and colon cancer and is critical for cellular survival. The Journal of Clinical Investigation,110, 351-60
Rodríguez, A., Goldberg, V., Viotti, H. & Ciappesoni, G., 2015. Early detection of Haemonchus contortus infection in sheep using three different faecal occult blood tests. Open Veterinary Journal,5, 90-7
Rout, P., Chauhan, K., Matika, O. & Bishop, S., 2011. Exploring the genetic resistance to natural gastrointestinal nematode infection in Indian goats. Veterinary parasitology,180, 315-22
Srivastava, T., Negandhi, H., Neogi, S.B., Sharma, J. & Saxena, R., 2014. Methods for hemoglobin estimation: a review of “what works”. J Hematol Transfus,2, 1028
Su, L., Mei, S., Tao, H., Peng, X., Sun, X., Wu, H., Zhang, X., Qiao, M. & Li, F., 2013. Identification of the promoter region and genetic mutations of the porcine GALP gene. Molecular biology reports,40, 2821-7
Svingen, T., Letting, H., Hadrup, N., Hass, U. & Vinggaard, A.M., 2015. Selection of reference genes for quantitative RT-PCR (RT-qPCR) analysis of rat tissues under physiological and toxicological conditions. PeerJ,3, e855
Traoré, A., Notter, D.R., Soudre, A., Kaboré, A., Álvarez, I., Fernández, I., Sanou, M., Shamshuddin, M., Periasamy, K. & Tamboura, H.H., 2017. Resistance to gastrointestinal parasite infection in Djallonké sheep. Animal,11, 1354-62
Valilou, R.H., Rafat, S.A., Notter, D.R., Shojda, D., Moghaddam, G. & Nematollahi, A., 2015. Fecal egg counts for gastrointestinal nematodes are associated with a polymorphism in the MHC-DRB1 gene in the Iranian Ghezel sheep breed. Frontiers in genetics,6, 105
Wang, A., Zhang, Y., Li, M., Lan, X., Wang, J. & Chen, H., 2013. SNP identification in FBXO32 gene and their associations with growth traits in cattle. Gene,515, 181-6
Wang, J., Li, G., Elzo, M.A., Yan, L., Chen, S., Jia, X. & Lai, S.,2015. A novel single nucleotide polymorphism of the POU1F1 gene associated with meat quality traits in rabbits. Annals of Animal Science,15, 611-20
Wei, C., Lu, J., Xu, L., Liu, G., Wang, Z., Zhao, F., Zhang, L., Han, X., Du, L. & Liu C., 2014. Genetic structure of Chinese indigenous goats and the special geographical structure in the Southwest China as a geographic barrier driving the fragmentation of a large population. PLoS One. 9(5):e94435. doi: https://doi.org/10.1371/journal.pone.0094435. eCollection 2014.
Yang, T. & Williams, B.O., 2017. Low-Density Lipoprotein Receptor-Related Proteins in Skeletal Development and Disease. Physiological reviews,97, 1211-28
Yang, Q., Chen, T., Chen, Y. & Lan, D.,2016. Molecular characterization and expression analysis of the NLR family CARD containing five transcripts in the pig. Polish journal of veterinary sciences,19, 753-61
Yao, J., Chen, Z., Xu, G., Wang, X., Ning, Z., Zheng, J., Qu, L. & Yang, N., 2010. Low-density lipoprotein receptor-related protein 8 gene association with egg traits in dwarf chickens. Poultry science,89, 883-6
Yeh, F., Yang, R. & Boyle, T., 1999. Microsoft Windows-based free ware for population genetic analysis (Release 1.31). Molecular Biology and Biotechnology Center, University of Alberta, Edmonton, Canada
Yin, F., Gasser, R.B., Li, F., Bao, M., Huang, W., Zou, F., Zhao, G., Wang, C., Yang, X. & Zhou, Y., 2013. Genetic variability within and among Haemonchus contortus isolates from goats and sheep in China. Parasites & vectors,6, 279
Zhang, Z.-R., Liu, Y.-P., Yao, Y.-G., Jiang, X.-S., Du, H.-R. & Zhu, Q., 2009. Identification and association of the single nucleotide polymorphisms in calpain3 (CAPN3) gene with carcass traits in chickens. BMC genetics,10, 10
Zhao, Y., Zhao, X., Zhang, S., Gao, Z., Yang, Y., Fang, T., Wang, Y. & Zhang, J.,2017. A short unix shell script for vcftools commands iteration to obtain the genotypes of variations for forensic purpose. Forensic Science International: Genetics Supplement Series,6, e49-e5
Funding
This project was supported by the National Nature Science Foundation of China (grant no. 31872978), China National Key R&D Program (grant no. 2018YFD0502004), the Fundamental Research Funds for the Central Universities of China (grant no. 2662015BQ024), and the CRP project from the International Atomic Energy Agency (IAEA) (grant no. 16087 and grant no. 20696).
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The collection of samples and care of the animals used in this study followed guidelines for experimental animals established by the Animal Care Committee and were approved by the Ethics Committee of Huazhong Agricultural University (Permission number: 4200896859) and also followed the animal care guidelines of Bangladesh.
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Omar, A.I., Alam, M.B.B., Notter, D.R. et al. Association of single nucleotide polymorphism in NLRC3, NLRC5, HIP1, and LRP8 genes with fecal egg counts in goats naturally infected with Haemonchus contortus. Trop Anim Health Prod 52, 1583–1598 (2020). https://doi.org/10.1007/s11250-019-02154-z
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DOI: https://doi.org/10.1007/s11250-019-02154-z