RESUMEN
Crop adaptation to climate change requires accelerated crop variety introduction accompanied by recommendations to help farmers match the best variety with their field contexts. Existing approaches to generate these recommendations lack scalability and predictivity in marginal production environments. We tested if crowdsourced citizen science can address this challenge, producing empirical data across geographic space that, in aggregate, can characterize varietal climatic responses. We present the results of 12,409 farmer-managed experimental plots of common bean (Phaseolus vulgaris L.) in Nicaragua, durum wheat (Triticum durum Desf.) in Ethiopia, and bread wheat (Triticum aestivum L.) in India. Farmers collaborated as citizen scientists, each ranking the performance of three varieties randomly assigned from a larger set. We show that the approach can register known specific effects of climate variation on varietal performance. The prediction of variety performance from seasonal climatic variables was generalizable across growing seasons. We show that these analyses can improve variety recommendations in four aspects: reduction of climate bias, incorporation of seasonal climate forecasts, risk analysis, and geographic extrapolation. Variety recommendations derived from the citizen science trials led to important differences with previous recommendations.
Asunto(s)
Aclimatación , Cambio Climático , Producción de Cultivos , Productos Agrícolas/crecimiento & desarrollo , Triticum/crecimiento & desarrollo , HumanosRESUMEN
The hydrolytic products of glucosinolates in brassica crops are bioactive compounds. Some glucosinolate derivatives such as oxazolidine-2-thione from progoitrin in brassica oilseed meal are toxic and detrimental to animals, but some isothiocyanates such as sulforaphane are potent anti-carcinogens that have preventive effects on several human cancers. In most B. rapa, B. napus and B. juncea vegetables and oilseeds, there is no or only trace amount of glucoraphanin that is the precursor to sulforaphane. In this paper, RNA interference (RNAi) of the GSL-ALK gene family was used to down-regulate the expression of GSL-ALK genes in B. napus. The detrimental glucosinolate progoitrin was reduced by 65 %, and the beneficial glucosinolate glucoraphanin was increased to a relatively high concentration (42.6 µmol g(-1) seed) in seeds of B. napus transgenic plants through silencing of the GSL-ALK gene family. Therefore, there is potential application of the new germplasm with reduced detrimental glucosinolates and increased beneficial glucosinolates for producing improved brassica vegetables.
Asunto(s)
Brassica/genética , Silenciador del Gen , Genes de Plantas/genética , Glucosinolatos/metabolismo , Imidoésteres/metabolismo , Familia de Multigenes/genética , Semillas/genética , Vías Biosintéticas/genética , Southern Blotting , Brassica/metabolismo , Cromatografía Líquida de Alta Presión , Cromatografía Liquida , Cruzamientos Genéticos , Regulación de la Expresión Génica de las Plantas , Vectores Genéticos/genética , Glucosinolatos/química , Imidoésteres/química , Espectrometría de Masas , Oximas , Plantas Modificadas Genéticamente , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , SulfóxidosRESUMEN
BACKGROUND: Evolution of the Brassica species has been recursively affected by polyploidy events, and comparison to their relative, Arabidopsis thaliana, provides means to explore their genomic complexity. RESULTS: A genome-wide physical map of a rapid-cycling strain of B. oleracea was constructed by integrating high-information-content fingerprinting (HICF) of Bacterial Artificial Chromosome (BAC) clones with hybridization to sequence-tagged probes. Using 2907 contigs of two or more BACs, we performed several lines of comparative genomic analysis. Interspecific DNA synteny is much better preserved in euchromatin than heterochromatin, showing the qualitative difference in evolution of these respective genomic domains. About 67% of contigs can be aligned to the Arabidopsis genome, with 96.5% corresponding to euchromatic regions, and 3.5% (shown to contain repetitive sequences) to pericentromeric regions. Overgo probe hybridization data showed that contigs aligned to Arabidopsis euchromatin contain ~80% of low-copy-number genes, while genes with high copy number are much more frequently associated with pericentromeric regions. We identified 39 interchromosomal breakpoints during the diversification of B. oleracea and Arabidopsis thaliana, a relatively high level of genomic change since their divergence. Comparison of the B. oleracea physical map with Arabidopsis and other available eudicot genomes showed appreciable 'shadowing' produced by more ancient polyploidies, resulting in a web of relatedness among contigs which increased genomic complexity. CONCLUSIONS: A high-resolution genetically-anchored physical map sheds light on Brassica genome organization and advances positional cloning of specific genes, and may help to validate genome sequence assembly and alignment to chromosomes.All the physical mapping data is freely shared at a WebFPC site (http://lulu.pgml.uga.edu/fpc/WebAGCoL/brassica/WebFPC/; Temporarily password-protected: account: pgml; password: 123qwe123.
Asunto(s)
Brassica/genética , Mapeo Contig , Evolución Molecular , Genoma de Planta , Arabidopsis/genética , Cromosomas Artificiales Bacterianos , Hibridación Genómica Comparativa , ADN de Plantas/genética , Eucromatina/genética , Biblioteca Genómica , Heterocromatina/genética , Análisis de Secuencia de ADNRESUMEN
We cloned a major aliphatic glucosinolate (GSL) gene, BoGSL-ELONG in Brassica oleracea, using the Arabidopsis sequence database. We based our work on an Arabidopsis candidate gene forming part of a gene family coding for isopropyl malate synthetase-like enzymes (IPMS). This gene is presumably responsible for synthesis of GSL possessing side chains consisting of four carbons (4C). The similarity of the Brassica homolog IPMS-Bo from broccoli to its Arabidopsis counterpart IPMS-At was on the order of 78%, both sharing the same number of exons. A nonfunctional allele of the BoGSL-ELONG gene from white cauliflower, based on the absence of 4C GSL in this crop, displayed a 30-bp deletion, which allowed us to develop a codominant marker for 4C-GSL. Gene expression analysis based on RT-PCR revealed a splicing site mutation in the white cauliflower allele. This resulted in a longer transcript containing intron 3, which failed to excise. Perfect cosegregation was observed for broccoli and cauliflower alleles at the IPMS-Bo gene and 4C-GSL content, strongly indicating that this gene indeed corresponds to BoGSL-ELONG. Cloning of two other major genes, BoGSL-ALK and BoGSL-PRO, is underway. The availability of these genes and BoGSL-ELONG is essential for the manipulation of the aliphatic GSL profile of B. oleracea.
Asunto(s)
Brassica/genética , Brassica/metabolismo , Genes de Plantas , Glucosinolatos/metabolismo , Alelos , Arabidopsis/genética , Arabidopsis/metabolismo , Secuencia de Bases , ADN de Plantas/genética , Exones , Expresión Génica , Intrones , Malato Sintasa/genética , Modelos Biológicos , Datos de Secuencia Molecular , Familia de Multigenes , Especificidad de la EspecieRESUMEN
In the frame of the activities carried out to exploit Sicilian local cultivars of brassicas, we focused our attention on some of the potential health compounds of various local cruciferous crops. These compounds are of interest to improve the quality of the produce with the aim to develop new cultivars capable of providing functional foods able to prevent disease. In this context, we surveyed for the presence of specific glucosinolates in local cultivars of broccoli, cauliflower, kale, and in some wild species widespread in Sicily, using as control various commercial cultivars. Glucosinolate composition varied extensively among species and crops of the same species, such as cauliflower, broccoli and kale. Cultivar variation for glucosinolate profile was also observed for some crops. For example, Sicilian cultivars of cauliflower possessing colored curds displayed a high content of glucosinolates, glucoraphanin in particular, compared to white curd commercial cultivars. Also some wild species had a high content of other glucosinolates.
Asunto(s)
Brassica/química , Glucosinolatos/análisis , Valor Nutritivo , SiciliaRESUMEN
Screening of the Apium germ plasm collection for resistance to Celery mosaic virus (CeMV) revealed four resistant accessions: a celeriac, a feral celery line, and two wild celery species. The feral celery, which is genetically closest to cultivated celery, A. graveolens var. dulce, was used to generate backcross and F2 progenies to determine the inheritance of the resistance. Resistance was recessive and determined by a single locus named cmv. The simple inheritance of this trait will allow the development of celery lines resistant to CeMV.
RESUMEN
PREMISE OF THE STUDY: As a crop and medicinal plant, the octoploid Andean endemic Lepidium meyenii suffers from taxonomic uncertainty. Few molecular markers are available to genotype individuals or track gene flow in wild and cultivated material. ⢠METHODS AND RESULTS: Using available sequence data, eight cpSSR primer pairs were developed for L. meyenii. Levels of polymorphism checked in 56 individual L. meyenii, including cultivated and wild material, revealed that the number of alleles per locus ranged from three to five, and intrapopulation allele frequencies ranged from 0.071 to 1.0. Polymerase-chain-reaction screens using our cpSSR primers in 27 other Lepidium species and three Coronopus species suggested a high degree of interspecific amplification. ⢠CONCLUSIONS: These polymorphic cpSSR markers should prove useful in characterizing genetic variation among cultivated and wild L. meyenii. Additionally, interspecific amplifications suggest that these markers will be useful for the study of related taxa.
RESUMEN
Gene BoGSL-PRO is associated with presence of 3-carbon side-chain glucosinolates (GSL). This gene is a member of the methylthioalkylmalate synthase (MAM) gene family. A BAC clone of Brassica oleracea, B21F5, containing this gene, was sequenced, annotated and compared to its corresponding region in Arabidopsis thaliana. Twelve protein-coding genes and 10 transposable elements were found in this clone. The corresponding region in A. thaliana chromosome I has 14 genes and no transposable elements. Analysis of MAM gene family in both species, which also include genes controlling 4-carbon side-chain GSL, separated the genes in two groups based on exon numbers and function. Phylogenetic analysis of the amino acid sequences encoded by these genes suggest that these two groups were produced by a duplication that must have occurred before the divergence of the Rosid and Asterid lineages of angiosperms. Comparison with putative orthologs from several prokaryotes further suggest that the members of the gene family with 10 exons, which encode proteins involved in 4-carbon side-chain GSL biosynthesis, were derived via truncation of the 3' end from ancestral genes more similar in length to those with 12 exons, which encode proteins involved in 3-carbon side-chain GSL biosynthesis. Lower gene density in B. oleracea compared to A. thaliana is due in part to presence of transposable elements (TE) mostly in inter-genic regions.
Asunto(s)
Arabidopsis/enzimología , Brassica/enzimología , Oxo-Ácido-Liasas/genética , Filogenia , Cromosomas Artificiales Bacterianos , Secuencia Conservada , Regulación de la Expresión Génica de las Plantas , Oxo-Ácido-Liasas/metabolismo , Análisis de SecuenciaRESUMEN
We compared the sequence of a 96.7 Kb-long BAC clone (B 19 N 3) from Brassica oleracea (broccoli) with its corresponding regions in Arabidopsis thaliana. B 19 N 3 contains eight genes and 15 transposable elements (TEs). The first two genes in this clone, Bo 1 and Bo 2, have its corresponding region at the end of chromosome V of Arabidopsis (24 Mb). The third gene, Bo 3, corresponds to an ortholog at the opposite end (2.6 Mb) of the same chromosome. The other five genes, Bo 4 to Bo 8 also have a corresponding region on the same chromosome but at 7.7 Mb . These five genes are colinear with those found in the corresponding region of Arabidopsis, which contains, however, 15 genes. Therefore, a cluster of 10 genes is missing in B. oleracea clone (B 19 N 3). All five genes in common have the same order and orientation in the genomes of both species. Their 36 exons constituting the eight homologous genes have high conservation in size and sequence identity in both species. Among these, there is a major gene involved in aliphatic glucosinolate biosynthesis, Bo GSL-ELONG (Bo 4). Similar to A. thaliana, this gene, has a tandem duplicate, Bo 5. A contig for this region was constructed by primer walking and BAC-end-sequencing, revealing general gene colinearity between both species. During the 20 million years separating A. thaliana from B. oleracea from a common ancestor both genomes have diverged by chromosomal rearrangements and differential TE activity. These events, in addition to changes in chromosome number are responsible for the evolution of the genomes of both species. In spite of these changes, both species conserve general colinearity for their corresponding genes.
Asunto(s)
Arabidopsis/genética , Brassica/genética , Elementos Transponibles de ADN , Secuencia de Bases , Mapeo Cromosómico , Cromosomas Artificiales Bacterianos , Clonación Molecular , Etiquetas de Secuencia Expresada , Biblioteca de Genes , Reproducibilidad de los ResultadosRESUMEN
We compared the sequence of a 101-kb-long bacterial artificial chromosome (BAC) clone (B21H13) from Brassica oleracea with its homologous region in Arabidopsis thaliana. This clone contains a gene family involved in the synthesis of aliphatic glucosinolates. The A. thaliana homologs for this gene family are located on chromosome IV and correspond to three 2-oxoglutarate-dependent dioxygenase (AOP) genes. We found that B21H13 harbors 23 genes, whereas the equivalent region in Arabidopsis contains 37 genes. All 23 common genes have the same order and orientation in both Brassica and Arabidopsis. The 16 missing genes in the broccoli BAC clone were arranged in two major blocks of 5 and 7 contiguous genes, two singletons, and a twosome. The 118 exons comprising these 23 genes have high conservation between the two species. The arrangement of the AOP gene family in A. thaliana is as follows: AOP3 (GS-OHP) - AOP2 (GS-ALK) - pseudogene - AOP1. In contrast, in B. oleracea (broccoli and collard), two of the genes are duplicated and the third, AOP3, is missing. The remaining genes are arranged as follows: Bo-AOP2.1 (BoGSL-ALKa) - pseudogene - AOP2.2 (BoGSL-ALKb) - AOP1.1 - AOP1.2. When the survey was expanded to other Brassica accessions, we found variation in copy number and sequence for the Brassica AOP2 homologs. This study confirms that extensive rearrangements have taken place during the evolution of the Brassicacea at both gene and chromosomal levels.