RESUMEN
Altering plant water use efficiency (WUE) is a promising approach for achieving sustainable crop production in changing climate scenarios. Here, we show that WUE can be tuned by alleles of a single gene discovered in elite maize (Zea mays) breeding material. Genetic dissection of a genomic region affecting WUE led to the identification of the gene ZmAbh4 as causative for the effect. CRISPR/Cas9-mediated ZmAbh4 inactivation increased WUE without growth reductions in well-watered conditions. ZmAbh4 encodes an enzyme that hydroxylates the phytohormone abscisic acid (ABA) and initiates its catabolism. Stomatal conductance is regulated by ABA and emerged as a major link between variation in WUE and discrimination against the heavy carbon isotope (Δ13C) during photosynthesis in the C4 crop maize. Changes in Δ13C persisted in kernel material, which offers an easy-to-screen proxy for WUE. Our results establish a direct physiological and genetic link between WUE and Δ13C through a single gene with potential applications in maize breeding.
Asunto(s)
Ácido Abscísico , Zea mays , Ácido Abscísico/metabolismo , Ácido Abscísico/farmacología , Alelos , Isótopos de Carbono , Fotosíntesis/genética , Reguladores del Crecimiento de las Plantas/metabolismo , Hojas de la Planta/metabolismo , Agua/metabolismo , Zea mays/metabolismoRESUMEN
Maize ear fasciation originates from excessive or abnormal proliferation of the ear meristem and usually manifests as flattened multiple-tipped ear and/or disordered kernel arrangement. Ear prolificacy expresses as multiple ears per plant or per node. Both ear fasciation and prolificacy can affect grain yield. The genetic control of the two traits was studied using two recombinant inbred line populations (B73 × Lo1016 and Lo964 × Lo1016) with Lo1016 and Lo964 as donors of ear fasciation and prolificacy, respectively. Ear fasciation-related traits, number of kernel rows (KRN), ear prolificacy and number of tillers were phenotyped in multi-year field experiments. Ear fasciation traits and KRN showed relatively high heritability (h 2 > 0.5) except ratio of ear diameters. For all ear fasciation-related traits, fasciation level positively correlated with KRN (0.30 ≤ r ≤ 0.68). Prolificacy and tillering were not correlated and their h 2 ranged from 0.41 to 0.78. QTL mapping identified four QTLs for ear fasciation, on chromosomes 1 (two QTLs), 5 and 7, the latter two overlapping with QTLs for number of kernel rows. Notably, at these QTLs, the Lo1016 alleles increased both ear fasciation and KRN across populations, thus showing potential breeding applicability. Four and five non-overlapping QTLs were mapped for ear prolificacy and tillering, respectively. Two ear fasciation QTLs, qFas1.2 and qFas7, overlapped with fasciation QTLs mapped in other studies and spanned compact plant2 and ramosa1 candidate genes. Our study identified novel ear fasciation loci and alleles positively affecting grain yield components, and ear prolificacy and tillering loci which are unexpectedly still segregating in elite maize materials, contributing useful information for genomics-assisted breeding programs.
RESUMEN
The diversity of maize (Zea mays) is the backbone of modern heterotic patterns and hybrid breeding. Historically, US farmers exploited this variability to establish today's highly productive Corn Belt inbred lines from blends of dent and flint germplasm pools. Here, we report de novo genome sequences of four European flint lines assembled to pseudomolecules with scaffold N50 ranging from 6.1 to 10.4 Mb. Comparative analyses with two US Corn Belt lines explains the pronounced differences between both germplasms. While overall syntenic order and consolidated gene annotations reveal only moderate pangenomic differences, whole-genome alignments delineating the core and dispensable genome, and the analysis of heterochromatic knobs and orthologous long terminal repeat retrotransposons unveil the dynamics of the maize genome. The high-quality genome sequences of the flint pool complement the maize pangenome and provide an important tool to study maize improvement at a genome scale and to enhance modern hybrid breeding.
Asunto(s)
Variación Genética/genética , Genoma de Planta/genética , Zea mays/genética , Cruzamiento/métodos , Mapeo Cromosómico , Genotipo , Vigor Híbrido/genética , FenotipoRESUMEN
An improved understanding of how to manipulate the accumulation and enrichment of mineral elements in aboveground plant tissues holds promise for future resource efficient and sustainable crop production. The objectives of this study were to (a) evaluate the influence of Fe regimes on mineral element concentrations and contents in the maize shoot as well as their correlations, (b) examine the predictive ability of physiological and morphological traits of individual genotypes of the IBM population from the concentration of mineral elements, and (c) identify genetic factors influencing the mineral element composition within and across Fe regimes. We evaluated the concentration and content of 12 mineral elements in shoots of the IBM population grown in sufficient and deficient Fe regimes and found for almost all mineral elements a significant (α = 0.05) genotypic variance. Across all mineral elements, the variance of genotype*Fe regime interactions was on average even more pronounced. High prediction abilities indicated that mineral elements are powerful predictors of morphological and physiological traits. Furthermore, our results suggest that ZmHMA2/3 and ZmMOT1 are major players in the natural genetic variation of Cd and Mo concentrations and contents of maize shoots, respectively.
Asunto(s)
Hierro/farmacología , Minerales/metabolismo , Brotes de la Planta/metabolismo , Zea mays/metabolismo , Interacción Gen-Ambiente , Genotipo , Iones/metabolismo , Hierro/metabolismo , Brotes de la Planta/genética , Sitios de Carácter Cuantitativo , Zea mays/efectos de los fármacos , Zea mays/genéticaRESUMEN
BACKGROUND: Climate change will lead in the future to an occurrence of heat waves with a higher frequency and duration than observed today, which has the potential to cause severe damage to seedlings of temperate maize genotypes. In this study, we aimed to (I) assess phenotypic variation for heat tolerance of temperate European Flint and Dent maize inbred lines, (II) investigate the transcriptomic response of temperate maize to linearly increasing heat levels and, (III) identify genes associated with heat tolerance in a set of genotypes with contrasting heat tolerance behaviour. RESULTS: Strong phenotypic differences with respect to heat tolerance were observed between the examined maize inbred lines on a multi-trait level. We identified 607 heat responsive genes as well as 39 heat tolerance genes. CONCLUSION: Our findings indicate that individual inbred lines developed different genetic mechanisms in response to heat stress. We applied a novel statistical approach enabling the integration of multiple genotypes and stress levels in the analysis of abiotic stress expression studies.
Asunto(s)
Respuesta al Choque Térmico/genética , Proteínas de Plantas/biosíntesis , Plantones/genética , Zea mays/genética , Regulación de la Expresión Génica de las Plantas , Genoma de Planta , Genotipo , Calor , Proteínas de Plantas/genéticaRESUMEN
BACKGROUND: Iron (Fe) deficiency in plants is the result of low Fe soil availability affecting 30% of cultivated soils worldwide. To improve our understanding on Fe-efficiency this study aimed to (i) evaluate the influence of two different Fe regimes on morphological and physiological trait formation, (ii) identify polymorphisms statistically associated with morphological and physiological traits, and (iii) dissect the correlation between morphological and physiological traits using an association mapping population. RESULTS: The fine-mapping analyses on quantitative trait loci (QTL) confidence intervals of the intermated B73 × Mo17 (IBM) population provided a total of 13 and 2 single nucleotide polymorphisms (SNPs) under limited and adequate Fe regimes, respectively, which were significantly (FDR = 0.05) associated with cytochrome P450 94A1, invertase beta-fructofuranosidase insoluble isoenzyme 6, and a low-temperature-induced 65 kDa protein. The genome-wide association (GWA) analyses under limited and adequate Fe regimes provided in total 18 and 17 significant SNPs, respectively. CONCLUSIONS: Significantly associated SNPs on a genome-wide level under both Fe regimes for the traits leaf necrosis (NEC), root weight (RW), shoot dry weight (SDW), water (H2O), and SPAD value of leaf 3 (SP3) were located in genes or recognition sites of transcriptional regulators, which indicates a direct impact on the phenotype. SNPs which were significantly associated on a genome-wide level under both Fe regimes with the traits NEC, RW, SDW, H2O, and SP3 might be attractive targets for marker assisted selection as well as interesting objects for future functional analyses.
Asunto(s)
Hierro/metabolismo , Zea mays/genética , Zea mays/metabolismo , Ecosistema , Estudio de Asociación del Genoma Completo , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Zea mays/anatomía & histologíaRESUMEN
BACKGROUND: Iron (Fe) deficiency symptoms in maize (Zea mays subsp. mays) express as leaf chlorosis, growth retardation, as well as yield reduction and are typically observed when plants grow in calcareous soils at alkaline pH. To improve our understanding of genotypical variability in the tolerance to Fe deficiency-induced chlorosis, the objectives of this study were to (i) determine the natural genetic variation of traits related to Fe homeostasis in the maize intermated B73 × Mo17 (IBM) population, (ii) to identify quantitative trait loci (QTLs) for these traits, and (iii) to analyze expression levels of genes known to be involved in Fe homeostasis as well as of candidate genes obtained from the QTL analysis. RESULTS: In hydroponically-grown maize, a total of 47 and 39 QTLs were detected for the traits recorded under limited and adequate supply of Fe, respectively. CONCLUSIONS: From the QTL results, we were able to identify new putative candidate genes involved in Fe homeostasis under a deficient or adequate Fe nutritional status, like Ferredoxin class gene, putative ferredoxin PETF, metal tolerance protein MTP4, and MTP8. Furthermore, our expression analysis of candidate genes suggested the importance of trans-acting regulation for 2'-deoxymugineic acid synthase 1 (DMAS1), nicotianamine synthase (NAS3, NAS1), formate dehydrogenase 1 (FDH1), methylthioribose-1-phosphate isomerase (IDI2), aspartate/tyrosine/aromatic aminotransferase (IDI4), and methylthioribose kinase (MTK).
Asunto(s)
Hierro/metabolismo , Hojas de la Planta/metabolismo , Zea mays/metabolismo , Hojas de la Planta/genética , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Sitios de Carácter Cuantitativo/genética , Zea mays/genéticaRESUMEN
BACKGROUND: Improving nutrient homeostasis is a major challenge of a sustainable maize cultivation, and cornerstone to ensure food supply for a growing world population. Although, iron constitutes an important nutrient, iron availability is limited. In this respect, iron deficiency associated chlorosis causes severe yield losses every year. Natural variation of the latter trait has yet not been addressed in maize and was therefore studied in the present analysis. RESULTS: In this study, we i) report about the contrasting chlorosis phenotypes of the inbreds B73 and Mo17 at 10 and 300 µM iron regime, ii) identified over 400 significantly regulated transcripts (FDR < 0.05) within both inbreds at these growth conditions by deep RNA-Sequencing, iii) linked the gained knowledge with QTL information about iron deficiency related traits within the maize intermated B73 by Mo17 (IBM) population, and iv) highlighted contributing molecular pathways. In this respect, several genes within methionine salvage pathway and phytosiderophore synthesis were found to present constitutively high expression in Mo17, even under sufficient iron supply. Moreover, the same expression pattern could be observed for two putative bHLH transcription factors. In addition, a number of differentially expressed genes showed a co-localisation with QTL confidence intervals for iron deficiency related traits within the IBM population. CONCLUSIONS: Our study highlights differential iron deficiency associated chlorosis between B73 and Mo17 and represents a valuable resource for differentially expressed genes upon iron limitation and chlorosis response. Besides identifying two putative bHLH transcription factors, we propose that methionine salvage pathway and sterol metabolism amongst others; underlie the contrasting iron deficiency related chlorosis phenotype of both inbreds. Altogether, this study emphasizes a contribution of selected genes and pathways on natural trait variation within the IBM population.
Asunto(s)
Endogamia , Deficiencias de Hierro , Enfermedades de las Plantas/genética , Transcripción Genética , Zea mays/genética , Regulación de la Expresión Génica de las Plantas , Ontología de Genes , Estudios de Asociación Genética , Fenotipo , Raíces de Plantas/efectos de los fármacos , Raíces de Plantas/genética , Polimorfismo Genético , Sitios de Carácter Cuantitativo/genética , ARN Mensajero/genética , ARN Mensajero/metabolismo , Reproducibilidad de los Resultados , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Transcriptoma/efectos de los fármacos , Transcriptoma/genéticaRESUMEN
Potato (Solanum tuberosum) presents a challenging organism for the genetic and molecular dissection of complex traits due to its tetraploidy and high heterozygosity. One such complex trait of high agronomic interest is the tuber susceptibility to bruising upon mechanical impact, which involves an enzymatic browning reaction. We have compared the tuber proteome of two groups of 10 potato cultivars differing in bruising susceptibility to (i) identify de novo proteins that contribute to bruising, based on differential protein expression, and (ii) validate these proteins by combining proteomics with association genetics. The comparison of 20 potato varieties yields insight into the high natural variation of tuber protein patterns due to genetic background. Seven genes or gene families were found that were both differentially expressed on the protein level between groups and for which DNA polymorphisms were associated with the investigated traits. A putative class III lipase was identified as a novel factor contributing to the natural variation of bruising. Additionally, tuber proteome changes triggered by mechanical impact, within and between groups, were monitored over time. Differentially expressed proteins were found, notably lipases, patatins, and annexins, showing remarkable time-dependent protein variation.
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Proteínas de Plantas/análisis , Tubérculos de la Planta/genética , Tubérculos de la Planta/metabolismo , Proteoma/análisis , Solanum tuberosum/genética , Solanum tuberosum/metabolismo , Agricultura , Estudios de Casos y Controles , Electroforesis en Gel Bidimensional , Alimentos , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Tubérculos de la Planta/química , Proteómica , Solanum tuberosum/químicaRESUMEN
BACKGROUND: Most agronomic plant traits result from complex molecular networks involving multiple genes and from environmental factors. One such trait is the enzymatic discoloration of fruit and tuber tissues initiated by mechanical impact (bruising). Tuber susceptibility to bruising is a complex trait of the cultivated potato (Solanum tuberosum) that is crucial for crop quality. As phenotypic evaluation of bruising is cumbersome, the application of diagnostic molecular markers would empower the selection of low bruising potato varieties. The genetic factors and molecular networks underlying enzymatic tissue discoloration are sparsely known. Hitherto there is no association study dealing with tuber bruising and diagnostic markers for enzymatic discoloration are rare. RESULTS: The natural genetic diversity for bruising susceptibility was evaluated in elite middle European potato germplasm in order to elucidate its molecular basis. Association genetics using a candidate gene approach identified allelic variants in genes that function in tuber bruising and enzymatic browning. Two hundred and five tetraploid potato varieties and breeding clones related by descent were evaluated for two years in six environments for tuber bruising susceptibility, specific gravity, yield, shape and plant maturity. Correlations were found between different traits. In total 362 polymorphic DNA fragments, derived from 33 candidate genes and 29 SSR loci, were scored in the population and tested for association with the traits using a mixed model approach, which takes into account population structure and kinship. Twenty one highly significant (p < 0.001) and robust marker-trait associations were identified. CONCLUSIONS: The observed trait correlations and associated marker fragments provide new insight in the molecular basis of bruising susceptibility and its natural variation. The markers diagnostic for increased or decreased bruising susceptibility will facilitate the combination of superior alleles in breeding programs. In addition, this study presents novel candidates that might control enzymatic tissue discoloration and tuber bruising. Their validation and characterization will increase the knowledge about the underlying biological processes.
Asunto(s)
Tubérculos de la Planta/genética , Solanum tuberosum/genética , Conservación de Alimentos , Fenotipo , Tubérculos de la Planta/enzimología , Polimorfismo Genético , Solanum tuberosum/enzimologíaRESUMEN
To analyze whether metabolite import into Pectobacterium atrosepticum cells affects bacterial virulence, we investigated the function of a carrier which exhibits significant structural homology to characterized carboxylic-acid transport proteins. The corresponding gene, ECA3984, previously annotated as coding for a Na(+)/sulphate carrier, in fact encodes a highly specific citrate transporter (Cit1) which is energized by the proton-motive force. Expression of the cit1 gene is stimulated by the presence of citrate in the growth medium and is substantial during growth of P. atrosepticum on potato tuber tissue. Infection of tuber tissue with P. atrosepticum leads to reduced citrate levels. P. atrosepticum insertion mutants, lacking the functional Cit1 protein, did not grow in medium containing citrate as the sole carbon source, showed a substantially reduced ability to macerate potato tuber tissue, and did not provoke reduced citrate levels in the plant tissue upon infection. We propose that citrate uptake into P. atrosepticum is critical for full bacterial virulence.
Asunto(s)
Ácido Cítrico/metabolismo , Pectobacterium/metabolismo , Solanum tuberosum/microbiología , Secuencia de Aminoácidos , Proteínas Bacterianas/genética , Proteínas Bacterianas/fisiología , Prueba de Complementación Genética , Datos de Secuencia Molecular , Mutación , Pectobacterium/genética , Pectobacterium/patogenicidad , Homología de Secuencia de Aminoácido , Virulencia/genéticaRESUMEN
Bacteria living within eukaryotic cells can be essential for the survival or reproduction of the host but in other cases are among the most successful pathogens. Environmental Chlamydiae, including strain UWE25, thrive as obligate intracellular symbionts within protozoa; are recently discovered relatives of major bacterial pathogens of humans; and also infect human cells. Genome analysis of UWE25 predicted that this symbiont is unable to synthesize the universal electron carrier nicotinamide adenine dinucleotide (NAD+). Compensation of limited biosynthetic capacity in intracellular bacteria is usually achieved by import of primary metabolites. Here, we report the identification of a candidate transporter protein from UWE25 that is highly specific for import of NAD+ when synthesized heterologously in Escherichia coli. The discovery of this candidate NAD+/ADP exchanger demonstrates that intact NAD+ molecules can be transported through cytoplasmic membranes. This protein acts together with a newly discovered nucleotide transporter and an ATP/ADP translocase, and allows UWE25 to exploit its host cell by means of a sophisticated metabolic parasitism.
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Proteínas Bacterianas/metabolismo , Chlamydia/clasificación , Chlamydia/metabolismo , NAD/metabolismo , Proteínas de Transporte de Nucleótidos/metabolismo , Simbiosis , Adenosina Difosfato/metabolismo , Amoeba/metabolismo , Amoeba/microbiología , Animales , Proteínas Bacterianas/genética , Transporte Biológico , Chlamydia/genética , Escherichia coli/genética , Modelos Biológicos , Proteínas de Transporte de Nucleótidos/genética , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Especificidad por SustratoRESUMEN
The two obligate intracellular alphaproteobacteria Rickettsia prowazekii and Caedibacter caryophilus, a human pathogen and a paramecium endosymbiont, respectively, possess transport systems to facilitate ATP uptake from the host cell cytosol. These transport proteins, which have 65% identity at the amino acid level, were heterologously expressed in Escherichia coli, and their properties were compared. The results presented here demonstrate that the caedibacter transporter had a broader substrate than the more selective rickettsial transporter. ATP analogs with modified sugar moieties, dATP and ddATP, inhibited the transport of ATP by the caedibacter transporter but not by the rickettsial transporter. Both transporters were specific for di- and trinucleotides with an adenine base in that adenosine tetraphosphate, AMP, UTP, CTP, and GTP were not competitive inhibitors. Furthermore, the antiporter nature of both transport systems was shown by the dependence of the efflux of [alpha-32P]ATP on the influx of substrate (ATP but not dATP for rickettsiae, ATP or dATP for caedibacter).
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Adenosina Trifosfato/metabolismo , Alphaproteobacteria/metabolismo , Nucleótidos de Desoxiadenina/metabolismo , Translocasas Mitocondriales de ADP y ATP/metabolismo , Proteínas de Transporte de Nucleótidos/metabolismo , Rickettsia prowazekii/metabolismo , Especificidad por SustratoRESUMEN
Current knowledge about the nucleotide metabolism of intracellular bacteria is very limited. Here we report on the identification of nucleotide transport proteins (NTT) of two obligate endoparasites, Caedibacter caryophila and Holospora obtusa, both alpha-proteobacteria, which reside in the vegetative macronucleus of Paramecium caudatum. For comparative studies, we also identified the first nucleotide transporter in chloroplasts of a red alga, i.e. Galdieria sulphuraria, and further homologs in plant chloroplasts. Heterologous expression of the NTT proteins from C. caryophila, H. obtusa, and G. sulphuraria in Escherichia coli demonstrate that the nucleotide influx mediated by these transporters is specific for ATP and ADP. The NTT proteins of C. caryophila and H. obtusa exhibit substantial sequence identity with their counterparts in chloroplasts and intracellular bacterial pathogens of humans, but not with the nucleotide transport system of mitochondria. Comprehensive phylogenetic analyses of bacterial and chloroplast NTT proteins showed that homologs in chloroplasts from plants, and green, red, stramenopile and glaucocystophyte algae are monophyletic. In contrast, the evolutionary relationships of the bacterial counterparts appear highly complex. In the presented phylogeny, NTT proteins of C. caryophila and H. obtusa are only distantly related to one another, although these two taxa are close relatives in 16S rRNA trees. The tree topology indicates that some bacterial NTT paralogs have arisen by gene duplications and others by horizontal transfer.