Abstract:Rusts are one of the most severe threats to cereal crops because new pathogen races emerge regularly, resulting in infestations that lead to large yield losses. In 1999, a new race of stem rust, Puccinia graminis f. sp. tritici (Pgt TTKSK or Ug99), was discovered in Uganda. Most of the wheat and barley cultivars grown currently worldwide are susceptible to this new race. Pgt TTKSK has already spread northward into Iran and will likely spread eastward throughout the Indian subcontinent in the near future. This … Show more
“…Recent developments in genetical genomics, also known as expression quantitative trait locus (eQTL) analysis, can now measure variation in global gene expression among individuals within mapping populations (Kliebenstein, 2009;Druka et al, 2010;Hammond et al, 2011;Holloway et al, 2011;Moscou et al, 2011;Cubillos et al, 2012;Ballini et al, 2013;Huang et al, 2013). Variation in gene expression can be linked to sequence polymorphisms in target genes or, perhaps more interestingly, inherited differences in cis-regulatory (proximal) or trans-regulatory (distal) regions.…”
Although Ca transport in plants is highly complex, the overexpression of vacuolar Ca 2+ transporters in crops is a promising new technology to improve dietary Ca supplies through biofortification. Here, we sought to identify novel targets for increasing plant Ca accumulation using genetical and comparative genomics. Expression quantitative trait locus (eQTL) mapping to 1895 cis-and 8015 trans-loci were identified in shoots of an inbred mapping population of Brassica rapa (IMB211 3 R500); 23 cis-and 948 trans-eQTLs responded specifically to altered Ca supply. eQTLs were screened for functional significance using a large database of shoot Ca concentration phenotypes of Arabidopsis thaliana. From 31 Arabidopsis gene identifiers tagged to robust shoot Ca concentration phenotypes, 21 mapped to 27 B. rapa eQTLs, including orthologs of the Ca 2+ transporters At-CAX1 and At-ACA8. Two of three independent missense mutants of BraA.cax1a, isolated previously by targeting induced local lesions in genomes, have allele-specific shoot Ca concentration phenotypes compared with their segregating wild types. BraA.CAX1a is a promising target for altering the Ca composition of Brassica, consistent with prior knowledge from Arabidopsis. We conclude that multiple-environment eQTL analysis of complex crop genomes combined with comparative genomics is a powerful technique for novel gene identification/prioritization.
“…Recent developments in genetical genomics, also known as expression quantitative trait locus (eQTL) analysis, can now measure variation in global gene expression among individuals within mapping populations (Kliebenstein, 2009;Druka et al, 2010;Hammond et al, 2011;Holloway et al, 2011;Moscou et al, 2011;Cubillos et al, 2012;Ballini et al, 2013;Huang et al, 2013). Variation in gene expression can be linked to sequence polymorphisms in target genes or, perhaps more interestingly, inherited differences in cis-regulatory (proximal) or trans-regulatory (distal) regions.…”
Although Ca transport in plants is highly complex, the overexpression of vacuolar Ca 2+ transporters in crops is a promising new technology to improve dietary Ca supplies through biofortification. Here, we sought to identify novel targets for increasing plant Ca accumulation using genetical and comparative genomics. Expression quantitative trait locus (eQTL) mapping to 1895 cis-and 8015 trans-loci were identified in shoots of an inbred mapping population of Brassica rapa (IMB211 3 R500); 23 cis-and 948 trans-eQTLs responded specifically to altered Ca supply. eQTLs were screened for functional significance using a large database of shoot Ca concentration phenotypes of Arabidopsis thaliana. From 31 Arabidopsis gene identifiers tagged to robust shoot Ca concentration phenotypes, 21 mapped to 27 B. rapa eQTLs, including orthologs of the Ca 2+ transporters At-CAX1 and At-ACA8. Two of three independent missense mutants of BraA.cax1a, isolated previously by targeting induced local lesions in genomes, have allele-specific shoot Ca concentration phenotypes compared with their segregating wild types. BraA.CAX1a is a promising target for altering the Ca composition of Brassica, consistent with prior knowledge from Arabidopsis. We conclude that multiple-environment eQTL analysis of complex crop genomes combined with comparative genomics is a powerful technique for novel gene identification/prioritization.
“…a metabolic trait). This often results in more molecular trait variation being directly explained by genetic effects as compared with a case involving a morphological trait [48]. As a result, mQTLs typically localize to narrower genomic intervals than QTLs associated with morphological variation.…”
Section: Increasing Focus On Metabolism and Metabolomics In Plant Genmentioning
Metabolomics is a systems biology discipline wherein abundances of endogenous metabolites from biological samples are identified and quantitatively measured across a large range of metabolites and/or a large number of samples. Since all developmental, physiological and 'response to the environment' phenotypes have at least one metabolic component phenotype, metabolomics offers the opportunity to mechanistically dissect how metabolic processes participate in determining these complex phenotypes. Plants produce an amazingly diverse array of primary and specialized metabolites (>200000 kingdom-wide), many of which are integral for our food, feed, fibre and fuel industries. Thus, applications of metabolomics in plant genetics and breeding efforts offer efficient and effective solutions to challenges in our agricultural systems. This review briefly describes new advances in the metabolomic platforms and analysis methods that have been developed for both targeted and non-targeted metabolite profiling in plants. Special sections describing the application of these technologies are then provided for several relevant topics, including advances in plant quantitative genetics research, improved prediction of hybrid crop performance, mitigation of losses due to environmental stress, development of metabolic biomarkers for economically important traits, establishment of substantial equivalence between transgenic and conventional germplasm and biofortification for nutritional enhancement of our food supply. Future applications of metabolomics, particularly as a component discipline of phenomics, are also discussed.
“…Cereal pathogens have major impacts on future food security. Ballini et al (2013) and Balmer et al (2013) describe how modern technology such as genetical genomics and metabolomics can help to investigate these scientifically and societally challenging host-pathogen interactions. On a more applied note, Abdul Latif et al (2013) and Reglinski et al (2013) describe how modeling approaches and fundamental knowledge on induced resistance can be used to develop control strategies in practice, such as to fight bacterial canker of kiwifruit.…”
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