Development and validation of microsatellite markers for Barnyard Millet obtained by partial genome assembly


Microsatellite markers of barnyard millet
Abstract
Barnyard millet (Echinochloa esculenta L.) is grown for human consumption as well as fodder. Barnyard millet is the second most important small millet after finger millet. An Ion S5 Next Generation Sequencer (NGS) was used to sequence the 400bp DNA library of barnyard millet to obtain a draft genome and for mining of microsatellite markers. The De novo assembly yielded assembled reads of 59,67,79,933 bp with 11,39,481 contigs. A total of 46,157 SSRs were identified from 11,39,481 contigs examined. The number of sequences containing SSR were 41,591 and the number of sequences containing more than 1 SSRs were 3,867. Fifteen SSR markers were validated among the 30 accessions of barnyard millet. The average percentage polymorphism of markers was 66.54 % with average polymorphism information content (PIC) of 0.28 and average SSR primer index (SPI) of 0.57. These microsatellite markers can be used for fine linkage mapping and genes/QTLs tagging for genetic improvement of target traits in barnyard millet and related crops.
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Armour, J.A.L., Alegre, S.A., Miles, S., Williams, L.J. and Badge, R.M. 1999. Minisatellites and mutation processes in tandemly repetitive DNA. In: Microsatellites: Evolution and Applications (eds.
D.B. Goldstein and C. Schlotterer). Oxford University Press, Oxford. 32: 24-33.
Babu, K.B, Sood, S., Kumar, D., Joshi, A., Pattanayak, A., Kant, L. and Upadhaya, H.D. 2018a. Cross-genera transferability of rice and finger millet genomic SSRs to barnyard millet (Echinochloa spp.). 3 Biotech 8: 95. https://doi.org/10.1007/s13205-018-1118-1
Babu, K.B., Rashmi, C. and Sood, S. 2018b. Cross transferability of finger millet and maize genomic SSR markers for genetic diversity and population structure analysis of barnyard millet. Indian Journal of Genetics and Plant Breeding 78(3): 364-372.
Desai, H., Hamid, R., Ghorbanzadeh, Z., Bhut, N., Padhiyar, S.M., Kheni, J. and Tomar, R.S. 2021. Genic microsatellite marker characterization and development in little millet (Panicum sumatrense) using transcriptome sequencing. Scientific Reports 11: 20620.
Hamid, R., Jacob F., Marashi, H., Rathod, V. and Tomar, R.S. 2020. Uncloaking lncRNA-meditated gene expression as a potential regulator of CMS in cotton (Gossypium hirsutum L.). Genomics 112: 3354-3364.
Hamid, R., Marashi, H., Tomar, R.S., Malekzadeh, S.S. and Sabara, P.H. 2019. Transcriptome analysis identified aberrant gene expression in pollen developmental pathways leading to CGMS in cotton (Gossypium hirsutum L.). PLoS One 14: e0218381.
Hamid, R., Tomar, R.S., Marashi, H., Shafaroudi, S.M., Golakiya, B.A. and Mohsenpour, M. 2018. Transcriptome profiling and cataloging differential gene expression in floral buds of fertile and sterile lines of cotton (Gossypium
hirsutum L.). Gene 660: 80-91.
Krishna, T.P.A., Maharajan, T. and Ceasar, A.S. 2022. Improvement of millets in the post-genomic era. Physiology and Molecular Biology of Plants 28(3): 669-685.
Kumari, K., Muthamilarasan, M., Misra, G., Gupta, S., Subramanian, A., Parida, S.K., Chattopadhyay, D. and Prasad, M. 2013. Development of eSSR Markers in Setaria italica and their applicability in studying genetic diversity, cross-transferability and comparative mapping in millet and nonmillet species. PLoS ONE 8(6): e67742. doi: 10.1371/journal.pone.0067742.
Litt, M. and Luty, J.A. 1989. A hypervariable microsatellite revealed by in vitro amplification of a dinucleotide repeat within the cardiac muscle actin gene. American Journal of Human Genetics 44: 397-401.
Pandey, G., Mishra, G., Kumari, K., Gupta, S., Parida, S.K., Chattopadhyay, D. and Prasad, M. 2013. Genome-wide development and use of microsatellite markers for large-scale genotyping applications in foxtail millet Setaria italica (L.). DNA Research 20: 197-207.
Radadiya, N., Mangukia, N., Antala,V., Desai, H., Chaudhari, H., Dholaria, T., Dholaria, D., Tomar, R. S., Golakiya, B., Mahatma, M. K. 2021. Transcriptome analysis of sesame-Macrophomina phaseolina interactions revealing the distinct genetic components for early defense responses. Physiology and Molecular Biology of Plants 27: 1675-1693.
Rathod, V., Hamid, R., Tomar, R.S., Padhiyar, S., Kheni, J., Thirumalaisamy, P. and Munshi, N.S. 2020a. Peanut (Arachis hypogaea) transcriptome revealed the molecular interactions of the defense mechanism in response to early leaf spot fungi (Cercospora arachidicola). Plant Gene 23: 100243.
Rathod, V., Hamid, R., Tomar, R.S., Patel, R., Padhiyar, S., Kheni J, Thirumalaisamy, P. and Munshi, N.S. 2020b. Comparative RNA-Seq profiling of a resistant and susceptible peanut (Arachis hypogaea) genotypes in response to leaf rust infection caused by Puccinia arachidis. 3 Biotech 10: 1-15.
Renganathan, V.G., Vanniarajan, C., Karthikeyan, A. and Ramalingam, J. 2020. Barnyard millet for food and nutritional security: Current status and future research direction. Frontiers in Genetics 11: 500. doi:10.3389/fgene.2020.00500
Satyavathi, C.T., Tomar, R.S., Ambawat, S., Kheni, J., Padhiyar, S.M., Desai, H., Bhatt, S.B., Shitap, M.S., Meena, R.C., Singhal, T., Sankar, S.M., Singh, S.P. and Khandelwal, V. 2022. Stage specific comparative transcriptomic analysis to reveal gene networks regulating iron and zinc content in pearl millet [Pennisetum glaucum (L.) R. Br.]. Scientific Reports 12: 1-13.
Schlotterer, C. 1998. Microsatellites. In: Molecular Genetic Analysis of Populations: A Practical Approach (Ed. A.R. Hoelzel). IRL Press, Oxford. 5: 237-261.
Singh, R.K., Muthamilarasan, M. and Prasad, M. 2021. Biotechnological approaches to dissect climate resilient Traits in millets and their application in crop improvement. Journal of Biotechnology 327: 64-73.
Tomar, R.S., Parakhia, M., Rathod, V., Thakkar, J., Padhiyar, S., Thummar, V., Dalal, H., Kothari, V., Kheni, J. and Dhingani, R. 2017. Molecular mapping and identification of QTLs responsible for charcoal rot resistance in castor (Ricinus communis L.). Industrial Crops and Products 95: 184-190.
Wilson, M.L. and VanBuren, R. 2022. Leveraging millets for developing climate resilient agriculture. Current Opinion in Biotechnology 75: 102683.
Yabuno, T. 1987. Japanese barnyard millet (Echinochloa utilis, Poaceae) in Japan. Economic Botany 41: 484-493.
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