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Association mapping of genomic loci linked with Fusarium wilt resistance (Foc2) in chickpea

Published online by Cambridge University Press:  21 April 2021

Uday Chand Jha*
Affiliation:
ICAR-Indian Institute of Pulses Research (IIPR), Kanpur208024, India
Rintu Jha
Affiliation:
ICAR-Indian Institute of Pulses Research (IIPR), Kanpur208024, India
Abhishek Bohra
Affiliation:
ICAR-Indian Institute of Pulses Research (IIPR), Kanpur208024, India
Lakshmaiah Manjunatha
Affiliation:
ICAR-Indian Institute of Pulses Research (IIPR), Kanpur208024, India
Parasappa Rajappa Saabale
Affiliation:
ICAR-Indian Institute of Pulses Research (IIPR), Kanpur208024, India
Swarup K. Parida
Affiliation:
National Institute of Plant Genome Research (NIPGR), New Delhi, India
Sushil Kumar Chaturvedi
Affiliation:
Rani Lakshmi Bai Central Agricultural University, Jhansi284 003, India
Virevol Thakro
Affiliation:
National Institute of Plant Genome Research (NIPGR), New Delhi, India
Narendra Pratap Singh
Affiliation:
ICAR-Indian Institute of Pulses Research (IIPR), Kanpur208024, India
*
*Corresponding author. E-mail: [email protected]

Abstract

Improving plant resistance against Fusarium wilt (FW) is key to sustaining chickpea production worldwide. Given this, the current study tested a set of 75 FW-responsive chickpea breeding lines including checks in a wilt-sick plot for two consecutive years (2016 and 2017). Genetic diversity analysis using 75 simple sequence repeats (SSRs) revealed a total of 267 alleles with an average of 3.56 alleles per marker. The entire set was divided into two major classes based on clustering method and factorial analysis. Similarly, STRUCTURE analysis placed the 75 genotypes into three distinct sub-groups (K = 3). Marker-trait association (MTA) analysis using the generalized linear model approach revealed nine and eight significant MTAs for FW resistance in the years 2016 and 2017, respectively. Three significant MTAs were obtained for FW resistance following the mixed linear model approach for both years. The SSR markers CESSR433, NCPGR21 and ICCM0284 could be potentially employed for targeted and accelerated improvement of FW resistance in chickpea. To the best of our knowledge, this is the first report on association mapping of the genomic loci controlling FW (Foc2) resistance in chickpea.

Type
Research Article
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press on behalf of NIAB

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References

Al-Attala, MN, Wang, X, Abou-Attia, MA, Duan, X and Kang, Z (2014) A novel TaMYB4 transcription factor involved in the defence response against Puccinia striiformis f. sp. Tritici and abiotic stresses. Plant Molecular Biology 84:589603.CrossRefGoogle ScholarPubMed
Bohra, A, Pandey, MK, Jha, UC, Singh, B, Singh, IP, Datta, D, Chaturvedi, SK, Nadarajan, N and Varshney, RK (2014) Genomics assisted breeding in four major pulse crops of developing countries: present status and prospects. Theoretical and Applied Genetics 127:12631291.CrossRefGoogle ScholarPubMed
Bohra, A, Jha, R, Lamichaney, A, Singh, D, Jha, UC, Naik, SS, Datta, D, Maurya, AK, Tiwari, A, Yadav, V and Singh, F (2020) Mapping QTL for important seed traits in an interspecific F2 population of pigeonpea. 3 Biotech 10:19.CrossRefGoogle Scholar
Bradbury, PJ, Zhang, Z, Kroon, DE, Casstevens, TM, Ramdoss, Y and Buckler, ES (2007) TASSEL: software for association mapping of complex traits in diverse samples. Bioinformatics (Oxford, England) 23:26332635.CrossRefGoogle ScholarPubMed
Caballo, C, Madrid, E, Gil, J, Chen, W, Rubio, J and Millan, T (2019) Saturation of genomic region implicated in resistance to Fusarium oxysporum f. sp. ciceris race 5 in chickpea. Molecular Breeding 39:16.CrossRefGoogle Scholar
Castro, P, Piston, F, Madrid, E, Millan, T, Gil, J and Rubio, J (2010) Development of chickpea near-isogenic lines for Fusarium wilt. Theoretical and Applied Genetics 121:15191526.CrossRefGoogle ScholarPubMed
Choudhary, S, Gaur, R, Gupta, S and Bhatia, S (2012) EST-derived genic molecular markers: development and utilization for generating an advanced transcript map of chickpea. Theoretical and Applied Genetics 124:14491462.CrossRefGoogle ScholarPubMed
Cobos, MJ, Fernández, MJ, Rubio, J, Kharrat, M, Moreno, MT, Gil, J and Millán, T (2005) A linkage map of chickpea (Cicer arietinum L.) based on populations from Kabuli × Desi crosses: location of genes for resistance to Fusarium wilt race 0. Theoretical and Applied Genetics 110:13471353.CrossRefGoogle ScholarPubMed
Cobos, MJ, Winter, P, Kharrat, M, Cubero, JI, Gil, J, Millan, T and Rubio, J (2009) Genetic analysis of agronomic traits in a wide cross of chickpea. Field Crops Research 111:130136.CrossRefGoogle Scholar
Earl, DA and von Holdt, BM (2012) STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conservation Genetics Resource 4:359361.CrossRefGoogle Scholar
Evanno, G, Regnaut, S and Goudet, J (2005) Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study. Molecular Ecology 14:26112620.CrossRefGoogle ScholarPubMed
FAOSTAT (2017) online database at https://www.fao.org/faostat/en/#data.Google Scholar
Gaur, R, Sethy, NK, Choudhary, S, Shokeen, B, Gupta, V and Bhatia, S (2011) Advancing the STMS genomic resources for defining new locations on the intraspecific genetic linkage map of chickpea (Cicer arietinum L.). BMC Genomics 12:117.CrossRefGoogle Scholar
Ghaffari, P, Talebi, R and Keshavarz, F (2014) Genetic diversity and geographical differentiation of Iranian landrace, cultivars and exotic chickpea lines as revealed by morphological and microsatellite markers. Physiology and Molecular Biology Plant 20:225233.CrossRefGoogle ScholarPubMed
Gowda, SJM, Radhika, P, Kadoo, N, Mhase, L and Gupta, V (2009) Molecular mapping of wilt resistance genes in chickpea. Molecular Breeding 24 :177184.CrossRefGoogle Scholar
Graham, PH and Vance, CP (2003) Legumes: importance and constraints to greater use. Plant Physiology 131:872877.CrossRefGoogle ScholarPubMed
Gujaria, N, Kumar, A, Dauthal, P, Dubey, A, Hiremath, P, BhanuPrakash, A, Farmer, A, Bhide, M, Shah, T, Gaur, PM, Upadhyaya, HD, Bhatia, S, Cook, DR, May, GD and Varshney, RK (2011) Development and use of genic molecular markers (GMMs) for construction of a transcript map of chickpea (Cicer arietinum L.). Theoretical and Applied Genetics 122:15771589.CrossRefGoogle Scholar
Hajibarat, Z, Saidi, A, Hajibarat, Z and Talebi, R (2015) Characterization of genetic diversity in chickpea using SSR markers, start codon targeted polymorphism (SCoT) and conserved DNA-derived polymorphism (CDDP). Physiology and Molecular Biology Plants 21:365373.CrossRefGoogle Scholar
Jha, UC, Jha, R, Bohra, A, Parida, SK, Kole, PC, Thakro, V, Singh, D and Singh, NP (2018) Population structure and association analysis of heat stress relevant traits in chickpea (Cicer arietinum L.). 3 Biotech 8:43.CrossRefGoogle Scholar
Jha, UC, Bohra, A, Pandey, S and Parida, SK (2020) Breeding, genetics and genomics approaches for improving Fusarium wilt resistance in major grain legumes. Frontiers in Genetics 11: 1001.CrossRefGoogle ScholarPubMed
Jiménez-Gasco, MM and Jiménez-Diaz, RM (2003) Development of a specific polymerase chain reaction-based assay for the identification of Fusarium oxysporum f. sp. ciceris and its pathogenic races 0, 1A, 5 and 6. Phytopathology 3: 200209.CrossRefGoogle Scholar
Jingade, P and Ravikumar, RL (2015) Development of molecular map and identification of QTLs linked to Fusarium wilt resistance in chickpea. Journal of Genetics 94:723729.CrossRefGoogle ScholarPubMed
Jukanti, AK, Gaur, PM, Gowda, CL and Chibbar, RN (2012) Nutritional quality and health benefits of chickpea (Cicer arietinum L.): a review. British Journal of Nutrition 108: S11S26.CrossRefGoogle ScholarPubMed
Kalia, RK, Manoj, KR, Sanjay, K, Rohtas, S and Dhawan, AK (2011) Microsatellite markers: an overview of the recent progress in plants. Euphytica 177: 309334.CrossRefGoogle Scholar
Liu, K and Muse, SV (2005) Power marker: an integrated analysis environment for genetic marker analysis. Bioinformatics (Oxford, England) 21:21282129.CrossRefGoogle Scholar
Mannur, DM, Babbar, A, Thudi, M, Sabbavarapu, MM, Roorkiwal, M, Yeri, SB, Bansal, VP, Jayalakshmi, SK, Singh Yadav, S, Rathore, A, Chamarthi, SK, Mallikarjuna, BP, Gaur, PM and Varshney, RK (2019) Super Annigeri 1 and improved JG 74: two Fusarium wilt-resistant introgression lines developed using marker-assisted backcrossing approach in chickpea (Cicer arietinum L.). Molecular Breeding 2019:39.Google Scholar
Mengiste, T, Chen, X, Salmeron, J and Dietrich, R (2003) E BOTRYTIS SUSCEPTIBLE1 gene encodes an R2R3MYB transcription factor protein that is required for biotic and abiotic stress responses in Arabidopsis. The Plant Cell 15: 25512565.CrossRefGoogle Scholar
Nayak, SN, Zhu, H, Varghese, N, Datta, S, Choi, HK, Horres, R, Jüngling, R, Singh, J, Kishor, PB, Sivaramakrishnan, S, Hoisington, DA, Kahl, G, Winter, P, Cook, DR and Varshney, RK (2010) Integration of novel SSR and gene-based SNP marker loci in the chickpea genetic map and establishment of new anchor points with Medicago truncatula genome. Theoretical and Applied Genetics 120:14151441.CrossRefGoogle ScholarPubMed
Patil, BS, Ravikumar, RL, Bhat, JS and Soregaon, D (2014) Molecular mapping of QTLs for resistance to early and late Fusarium wilt in chickpea. Czech Journal of Genetics and Plant Breeding 50:171176.CrossRefGoogle Scholar
Perrier, X and Jacquemoud-Collet, JP (2006) DARwin Software. Paris: Centre de Cooperation Internationale en Recherche Agronomique Pour le De'veloppement (CIRAD).Google Scholar
Pritchard, JK, Stephens, M and Donnelly, P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945959.CrossRefGoogle ScholarPubMed
Ratnaparkhe, M, Santra, D, Tullu, A and Muehlbauer, F (1998) Inheritance of inter-simple-sequence-repeat polymorphisms and linkage with a Fusarium wilt resistance gene in chickpea. Theoretical and Applied Genetics 96:348352.CrossRefGoogle ScholarPubMed
Sabbavarapu, MM, Sharma, M, Chamarthi, SK, Swapna, N, Rathore, A, Thudi, M, Gaur, PM, Pande, S, Singh, S, Kaur, L and Varshney, RK (2013) Molecular mapping of QTLs for resistance to Fusarium wilt (race 1) and Ascochyta blight in chickpea (Cicer arietinum L.). Euphytica 193: 121133.CrossRefGoogle Scholar
Saghai-Maroof, MA, Soliman, KM, Jorgensen, AR and Allard, RW (1984) Ribosomal DNA spacer length polymorphisms in barley: Mendelian inheritance, chromosomal location and population dynamics. Proceedings of National Academy of Science USA 81:80148018.CrossRefGoogle ScholarPubMed
Semagn, K, Bjornstad, A and Ndjiondjop, MN (2006) An overview of molecular marker methods for plants. African Journal of Biotechnology 5:25402568.Google Scholar
Sethy, NK, Shokeen, B and Bhatia, S (2003) Isolation and characterization of sequence-tagged microsatellite sites markers in chickpea (Cicer arietinum L.). Molecular Ecology Notes 3:428430.CrossRefGoogle Scholar
Sethy, NK, Shokeen, B, Edwards, KJ and Bhatia, S (2006) Development of microsatellite markers and analysis of intra specific genetic variability in chickpea (Cicer arietinum L.). Theoretical and Applied Genetics 1:14161428.CrossRefGoogle Scholar
Shan, T, Rong, W, Xu, H, Du, L, Liu, X and Zhang, Z (2016) The wheat R2R3-MYB transcription factor TaRIM1 participates in resistance response against the pathogen Rhizoctonia cerealis infection through regulating defense genes. Scientific Reports 6:28777.CrossRefGoogle ScholarPubMed
Sharma, KD, Winter, P, Kahl, G and Muehlbauer, FJ (2004) Molecular mapping of Fusarium oxysporum f. sp. ciceris race 3 resistance gene in chickpea. Theoretical and Applied Genetics 108:12431248.CrossRefGoogle ScholarPubMed
Sharma, KD, Chen, W and Muehlbauer, FJ (2005) Genetics of chickpea resistance to five races of Fusarium wilt and a concise set of race differentials for Fusarium oxysporum f. sp. ciceris. Plant Disease 89:385390.CrossRefGoogle Scholar
Sharma, M, Ghosh, R, Telangre, R, Rathore, A, Saifulla, M, Mahalinga, DM, Saxena, DR and Jain, YK (2016) Environmental influences on pigeonpea Fusarium udum interactions and stability of genotypes to Fusarium wilt. Frontiers in Plant Science 7: 253.CrossRefGoogle ScholarPubMed
Shi, H, Wang, X, Ye, T, Chen, F, Deng, J, Yang, P, Zhang, Y and Chan, Z (2014) The Cysteine2/Histidine2-type transcription factor ZINC FINGER OF ARABIDOPSIS THALIANA6 modulates biotic and abiotic stress responses by activating salicylic acid-related genes and C-REPEAT-BINDING FACTOR genes in Arabidopsis. Plant Physiology 165:13671379.CrossRefGoogle ScholarPubMed
Shirasu, K, Lahaye, T, Tan, MW, Zhou, F, Azevedo, C and Schulze-Lefert, P (1999) A novel class of eukaryotic zinc-binding proteins is required for disease resistance signaling in barley and development in C. elegans. Cell 99:355366.CrossRefGoogle ScholarPubMed
Tai, HH, Goyer, C and Murphy, AM (2013) Potato MYB and bHLH transcription factors associated with anthocyanin intensity and common scab resistance. Botany 91: 722730.CrossRefGoogle Scholar
Thudi, M, Upadhyaya, HD, Rathore, A, Gaur, PM, Krishnamurthy, L, Roorkiwal, M, Nayak, SN, Chaturvedi, SK, Basu, PS, Gangarao, NV, Fikre, A, Kimurto, P, Sharma, PC, Sheshashayee, MS, Tobita, S, Kashiwagi, J, Ito, O, Killian, A and Varshney, RK (2014) Genetic dissection of drought and heat tolerance in chickpea through genome-wide and candidate gene-based association mapping approaches. PLoS One 9: e96758.CrossRefGoogle ScholarPubMed
Tullu, A, Muehlbauer, F, Simon, C, Mayer, M, Kumar, J, Kaiser, W and Kraft, J (1998) Inheritance and linkage of a gene for resistance to race 4 of Fusarium wilt and RAPD markers in chickpea. Euphytica 102: 227267.CrossRefGoogle Scholar
Upadhyaya, HD, Dwivedi, SL, Baum, M, Varshney, RK, Udupa, SM, Gowda, CLL, Hoisington, D and Singh, S (2008) Genetic structure, diversity, and allelic richness in composite collection and reference set in chickpea (Cicer arietinum L.). BMC Plant Biology 8:106.CrossRefGoogle Scholar
Upadhyaya, HD, Bajaj, D, Das, S, Kumar, V, Gowda, CL, Sharma, S, Tyagi, AK and Parida, SK (2016a) Genetic dissection of seed-iron and zinc concentrations in chickpea. Scientific Reports 6:24050.CrossRefGoogle Scholar
Upadhyaya, HD, Bajaj, D, Narnoliya, L, Das, S, Kumar, V, Gowda, CLL, Sharma, S, Tyagi, AK and Parida, SK (2016b) Genome-wide scans for delineation of candidate genes regulating seed-protein content in chickpea. Frontiers in Plant Science 7:302.CrossRefGoogle Scholar
Varshney, RK, Song, C, Saxena, RK, Azam, S, Yu, S, Sharpe, AG, Cannon, S, Baek, J, Rosen, BD, Tar'an, B, Millan, T, Zhang, X, Ramsay, LD, Iwata, A, Wang, Y, Nelson, W, Farmer, AD, Gaur, PM, Soderlund, C, Penmetsa, RV, Xu, C, Bharti, AK, He, W, Winter, P, Zhao, S, Hane, JK, Carrasquilla-Garcia, N, Condie, JA, Upadhyaya, HD, Luo, MC, Thudi, M, Gowda, CL, Singh, NP, Lichtenzveig, J, Gali, KK, Rubio, J, Nadarajan, N, Dolezel, J, Bansal, KC, Xu, X, Edwards, D, Zhang, G, Kahl, G, Gil, J, Singh, KB, Datta, SK, Jackson, SA, Wang, J and Cook, DR (2013) Draft genome sequence of chickpea (Cicer arietinum) provides a resource for trait improvement. Nature Biotechnology 31:240246.CrossRefGoogle ScholarPubMed
Varshney, R, Mohan, S, Gaur, P, Chamarthi, S, Singh, V, Srinivasan, S, Swapna, N, Sharma, M, Pande, S, Singh, S, Kaur, L (2014) Marker-assisted backcrossing to introgress resistance to Fusarium wilt race 1 and Ascochyta blight in C 214, an elite cultivar of chickpea. The Plant Genome 7: 278-289.CrossRefGoogle Scholar
Winter, P, Pfaff, T, Udupa, SM, Huttel, B, Sharma, PC, Sahi, S, ArreguinEspinoza, R, Weigand, F, Muehlbauer, FJ and Kahl, G (1999) Characterization and mapping of sequence-tagged microsatellite sites in the chickpea (Cicer arietinum L.) genome. Molecular Genetics and Genomics 262:90101.CrossRefGoogle ScholarPubMed
Winter, P, Benko-Iseppon, AM, Hüttel, B, Ratnaparkhe M, Tullu A, Sonnante G, Pfaff T, Tekeoglu M, Santra D, Sant VJ and Rajesh PN (2000) A linkage map of chickpea (Cicer arietinum L.) genome based on recombinant inbred lines from a C. arietinum × C. reticulatum cross: localization of resistance genes for Fusarium wilt races 4 and 5. Theoretical and Applied Genetics 101: 11551163.CrossRefGoogle Scholar
Xu, C and He, C (2007) The rice OsLOL2 gene encodes a zinc finger protein involved in rice growth and disease resistance. Molecular Genetics and Genomics 278:8594.CrossRefGoogle ScholarPubMed
Zhang, Z, Ersoz, E, Lai, CQ, Todhunter, RJ, Tiwari, HK, Gore, MA, Bradbury, PJ, Yu, J, Arnett, DK and Ordovas, JM (2010) Mixed linear model approach adapted for genome-wide association studies. Nature Genetics 42:355360.CrossRefGoogle ScholarPubMed
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