Sclerotinia stem rot (Sclerotinia sclerotiorum) is a major disease of Brassica oilseeds. As suitable donors to develop resistant cultivars are not available in crop Brassicas, we introgressed resistance from a wild Brassicaceae species, B. fruticulosa. We produced 206 B. juncea-B. fruticulosa introgression lines (ILs). These were assessed for pollen grain fertility, genome size variations and resistance responses to Sclerotinia following stem inoculations under disease-conducive conditions. Of these, 115 ILs showing normal fertility and genome size were selected for cytogenetic characterization using florescent genomic in situ hybridization (Fl-GISH). B. fruticulosa segment substitutions were indicated in 28 ILs. These were predominantly terminal and located on B-genome chromosomes. A final set of 93 highly fertile and euploid (2n = 36) ILs were repeat-evaluated for their resistance responses during 2014–15. They were also genotyped with 202 transferable and 60 candidate gene SSRs. Association mapping allowed detection of ten significant marker trait associations (MTAs) after Bonferroni correction. These were: CNU-m157-2, RA2G05, CNU-m353-3, CNU-m442-5, ACMP00454-2, ACMP00454-3, EIN2-3-1, M641-1, Na10D09-1 and Na10D11-1. This is the first time such a molecular mapping technique has been deployed with introgression lines carrying genomic segments from B. fruticulosa, and the first to show that they possess high levels of resistance against S. sclerotiorum.
A set of 96 Brassica juncea – Erucastrum cardaminoides introgression lines (ILs) were developed with genomic regions associated with Sclerotinia stem rot ( Sclerotinia sclerotiorum ) resistance from a wild Brassicaceous species E. cardaminoides . ILs were assessed for their resistance responses to stem inoculation with S. sclerotiorum , over three crop seasons (season I, 2011/2012; II, 2014/2015; III, 2016–2017). Initially, ILs were genotyped with transferable SSR markers and subsequently through genotyping by sequencing. SSR based association mapping identified six marker loci associated to resistance in both A and B genomes. Subsequent genome-wide association analysis (GWAS) of 84 ILs recognized a large number of SNPs associated to resistance, in chromosomes A03, A06, and B03. Chromosomes A03 and A06 harbored the maximum number of resistance related SNPs. Annotation of linked genomic regions highlighted an array of resistance mechanisms in terms of signal transduction pathways, hypersensitive responses and production of anti-fungal proteins and metabolites. Of major importance was the clustering of SNPs, encoding multiple resistance genes on small regions spanning approximately 885 kb region on chromosome A03 and 74 kb on B03. Five SNPs on chromosome A03 (6,390,210-381) were associated with LRR-RLK (receptor like kinases) genes that encode LRR-protein kinase family proteins. Genetic factors associated with pathogen-associated molecular patterns (PAMPs) and effector-triggered immunity (ETI) were predicted on chromosome A03, exhibiting 11 SNPs (6,274,763-994). These belonged to three R-Genes encoding TIR-NBS-LRR proteins. Marker trait associations (MTAs) identified will facilitate marker assisted introgression of these critical resistances, into new cultivars of B. juncea initially and, subsequently, into other crop Brassica species.
Sclerotinia stem rot caused by Sclerotinia sclerotiorum is a major disease of crop brassicas, with inadequate variation for resistance in primary gene pools. We utilized a wild Brassicaceae species with excellent resistance against stem rot to develop a set of B. juncea - B. fruticulosa introgression lines (ILs). These were assessed for resistance using a highly reproducible stem inoculation technique against a virulent pathogen isolate. Over 40% of ILs showed higher levels of resistance. IL-43, IL-175, IL-215, IL-223 and IL-277 were most resistant ILs over three crop seasons. Sequence reads (21x) from the three most diverse ILs were then used to create B. juncea pseudomolecules, by replacing SNPs of reference B. juncea with those of re-sequenced ILs. Genotyping by sequencing (GBS) was also carried out for 88 ILs. Resultant sequence tags were then mapped on to the B. juncea pseudomolecules, and SNP genotypes prepared for each IL. Genome wide association studies helped to map resistance responses to stem rot. A total of 13 significant loci were identified on seven B. juncea chromosomes (A01, A03, A04, A05, A08, A09 and B05). Annotation of the genomic region around identified SNPs allowed identification of 20 candidate genes belonging to major disease resistance protein families, including TIR-NBS-LRR class, Chitinase, Malectin/receptor-like protein kinase, defensin-like (DEFL), desulfoglucosinolate sulfotransferase protein and lipoxygenase. A majority of the significant SNPs could be validated using whole genome sequences (21x) from five advanced generation lines being bred for Sclerotinia resistance as compared to three susceptible B. juncea germplasm lines. Our findings not only provide critical new understanding of the defensive pathway of B. fruticulosa resistance, but will also enable development of marker candidates for assisted transfer of introgressed resistant loci in to agronomically superior cultivars of crop Brassica.
• Premise of the study: Brassica juncea is a major source of edible oil in the Indian subcontinent and northern China. It is also used as a root and leaf vegetable in China and as a condiment in Europe and America. There is a long-standing view that B. juncea originated from multiple hybridization events between B. rapa and B. nigra and that hybridizations were always unidirectional with B. rapa as the cytoplasmic donor. These conclusions were, however, centered primarily on nuclear markers.• Methods: Two hundred forty-six accessions of B. juncea, B. rapa, and B. nigra were genotyped using chloroplast and nuclear simple sequence repeat (SSR) markers.• Key results: A structure analysis assigned B. juncea germplasm (122) into three major groups based on plasmotype variation. The bulk of Indian B. juncea genotypes were grouped along with Chinese and Australian accessions. This plasmotype was absent in sampled accessions of B. rapa (97), B. nigra (27), and other wild crucifers (10). The second group of B. juncea included East European genotypes and four accessions from India. It showed unambiguous homology with the predominant B. nigra plasmotype. The neighbor joining tree produced seven subgroups, arranged into two broad lineages. The first lineage included Indian, Australian, and Chinese B. juncea genotypes; it was associated with wild species belonging to the "rapa" lineage. Nuclear SSR marker-based analyses were largely supportive of results from chloroplast SSR analyses.• Conclusions: Based on these results, we provide the first report that B. juncea originated several times with both B. rapa and B. nigra as cytoplasmic donors in separate hybridization events.
Timely transition to flowering, maturity and plant height are important for agronomic adaptation and productivity of Indian mustard (B. juncea), which is a major edible oilseed crop of low input ecologies in Indian subcontinent. Breeding manipulation for these traits is difficult because of the involvement of multiple interacting genetic and environmental factors. Here, we report a genetic analysis of these traits using a population comprising 92 diverse genotypes of mustard. These genotypes were evaluated under deficient (N75), normal (N100) or excess (N125) conditions of nitrogen (N) application. Lower N availability induced early flowering and maturity in most genotypes, while high N conditions delayed both. A genotyping-by-sequencing approach helped to identify 406,888 SNP markers and undertake genome wide association studies (GWAS). 282 significant marker-trait associations (MTA's) were identified. We detected strong interactions between GWAS loci and nitrogen levels. Though some trait associated SNPs were detected repeatedly across fertility gradients, majority were identified under deficient or normal levels of N applications. Annotation of the genomic region (s) within ± 50 kb of the peak SNPs facilitated prediction of 30 candidate genes belonging to light perception, circadian, floral meristem identity, flowering regulation, gibberellic acid pathways and plant development. These included over one copy each of AGL24, AP1, FVE, FRI, GID1A and GNC. FLC and CO were predicted on chromosomes A02 and B08 respectively. CDF1, CO, FLC, AGL24, GNC and FAF2 appeared to influence the variation for plant height. Our findings may help in improving phenotypic plasticity of mustard across fertility gradients through marker-assisted breeding strategies.
We used a Diversity Fixed Foundation Set comprising 48 inbred lines of Brassica juncea and representing all the adaption zones of the crop for association mapping. Extensive phenotypic variations were observed for all the grain yield components and root traits under both irrigated and restricted moisture conditions. The genotypes differed in their responses to moisture stress. Trait averages declined numerically under restricted moisture conditions when compared to a standard irrigation schedule. Canonical analysis demonstrated the importance of primary branches and seed size as the traits of significance for drought susceptibility index. Microsatellite markers (158), representing all the 18 chromosomes, were used to assess the population structure, linkage disequilibrium (LD) in the association panel and marker-trait associations (MTA's). A comparison of four association models [general linear model/GLM(Q-matrix/Q), mixed linear model: MLM(Q?kinship matrix/K), GLM (principal components/PC) and MLM(PC ? K)] showed that GLM(PC) and MLM(PC ? K), incorporating principal components and kinship matrix, were the best models. Maximum proportions of significant results were observed in the models GLM(PC) and MLM(PC ? K). MLM was preferred as there were fewer false positives than GLM. Thirteen significant associations were detected between the molecular markers and agronomic traits. Of these, seven were identified under normal moisture conditions, and six under restricted moisture conditions. Marker-trait associations included four markers associated with grain yield, three with seed size, two with secondary branches and one marker each with plant height, root diameter and root length. A single marker SB1822-1, was repeatedly detected for seed size and grain yield, and was localized at 17.5 cM (centiMorgans) on chromosome B3. Marker SB3872-3 revealed a significant effect under normal moisture conditions on seed size (R 2 % = 15.16) at 60.9 cM on chromosome B5 during the first year. Among the favorable alleles, SB1822-1 had the average positive phenotypic effect for seed size and grain yield. Marker cnu316-3 had maximum positive phenotypic effects on grain yield.
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