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1.
BMC Biol ; 18(1): 51, 2020 05 22.
Article in English | MEDLINE | ID: mdl-32438927

ABSTRACT

BACKGROUND: The cline of human genetic diversity observable across Europe is recapitulated at a micro-geographic scale by variation within the Italian population. Besides resulting from extensive gene flow, this might be ascribable also to local adaptations to diverse ecological contexts evolved by people who anciently spread along the Italian Peninsula. Dissecting the evolutionary history of the ancestors of present-day Italians may thus improve the understanding of demographic and biological processes that contributed to shape the gene pool of European populations. However, previous SNP array-based studies failed to investigate the full spectrum of Italian variation, generally neglecting low-frequency genetic variants and examining a limited set of small effect size alleles, which may represent important determinants of population structure and complex adaptive traits. To overcome these issues, we analyzed 38 high-coverage whole-genome sequences representative of population clusters at the opposite ends of the cline of Italian variation, along with a large panel of modern and ancient Euro-Mediterranean genomes. RESULTS: We provided evidence for the early divergence of Italian groups dating back to the Late Glacial and for Neolithic and distinct Bronze Age migrations having further differentiated their gene pools. We inferred adaptive evolution at insulin-related loci in people from Italian regions with a temperate climate, while possible adaptations to pathogens and ultraviolet radiation were observed in Mediterranean Italians. Some of these adaptive events may also have secondarily modulated population disease or longevity predisposition. CONCLUSIONS: We disentangled the contribution of multiple migratory and adaptive events in shaping the heterogeneous Italian genomic background, which exemplify population dynamics and gene-environment interactions that played significant roles also in the formation of the Continental and Southern European genomic landscapes.


Subject(s)
Evolution, Molecular , Genetic Variation , Genome, Human , Archaeology , DNA, Ancient/analysis , Humans , Italy , White People
2.
Plant J ; 93(2): 270-285, 2018 01.
Article in English | MEDLINE | ID: mdl-29160608

ABSTRACT

Fruits stored at low temperature can exhibit different types of chilling injury. In apple, one of the most serious physiological disorders is superficial scald, which is characterized by discoloration and brown necrotic patches on the fruit exocarp. Although this phenomenon is widely ascribed to the oxidation of α-farnesene, its physiology is not yet fully understood. To elucidate the mechanism of superficial scald development and possible means of prevention, we performed an integrated metabolite screen, including an analysis of volatiles, phenols and lipids, together with a large-scale transcriptome study. We also determined that prevention of superficial scald, through the use of an ethylene action inhibitor, is associated with the triggering of cold acclimation-related processes. Specifically, the inhibition of ethylene perception stimulated the production of antioxidant compounds to scavenge reactive oxygen species, the synthesis of fatty acids to stabilize plastid and vacuole membranes against cold temperature, and the accumulation of the sorbitol, which can act as a cryoprotectant. The pattern of sorbitol accumulation was consistent with the expression profile of a sorbitol 6-phosphate dehydrogenase, MdS6PDH, the overexpression of which in transgenic Arabidopsis thaliana plants confirmed its involvement in the cold acclimation and freezing tolerance.


Subject(s)
Cyclopropanes/metabolism , Ethylenes/antagonists & inhibitors , Malus/physiology , Plant Diseases/immunology , Plant Growth Regulators/antagonists & inhibitors , Transcriptome , Acclimatization , Cold Temperature , Disease Resistance , Ethylenes/metabolism , Fruit/genetics , Fruit/immunology , Fruit/metabolism , L-Iditol 2-Dehydrogenase/genetics , Malus/genetics , Malus/immunology , Models, Biological , Plant Growth Regulators/metabolism , Plants, Genetically Modified , Secondary Metabolism , Sequence Analysis, RNA , Sorbitol/metabolism
3.
Plant Cell ; 27(4): 954-68, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25873387

ABSTRACT

Here, we report the draft genome sequence of Solanum commersonii, which consists of ∼830 megabases with an N50 of 44,303 bp anchored to 12 chromosomes, using the potato (Solanum tuberosum) genome sequence as a reference. Compared with potato, S. commersonii shows a striking reduction in heterozygosity (1.5% versus 53 to 59%), and differences in genome sizes were mainly due to variations in intergenic sequence length. Gene annotation by ab initio prediction supported by RNA-seq data produced a catalog of 1703 predicted microRNAs, 18,882 long noncoding RNAs of which 20% are shown to target cold-responsive genes, and 39,290 protein-coding genes with a significant repertoire of nonredundant nucleotide binding site-encoding genes and 126 cold-related genes that are lacking in S. tuberosum. Phylogenetic analyses indicate that domesticated potato and S. commersonii lineages diverged ∼2.3 million years ago. Three duplication periods corresponding to genome enrichment for particular gene families related to response to salt stress, water transport, growth, and defense response were discovered. The draft genome sequence of S. commersonii substantially increases our understanding of the domesticated germplasm, facilitating translation of acquired knowledge into advances in crop stability in light of global climate and environmental changes.


Subject(s)
Genome, Plant/genetics , Solanum tuberosum/genetics , Solanum/genetics , Acclimatization , Biological Evolution , Phylogeny , Solanum/classification , Solanum tuberosum/classification
4.
Plant J ; 88(6): 963-975, 2016 12.
Article in English | MEDLINE | ID: mdl-27531564

ABSTRACT

Apple (Malus x domestica Borkh.) is a model species for studying the metabolic changes that occur at the onset of ripening in fruit crops, and the physiological mechanisms that are governed by the hormone ethylene. In this study, to dissect the climacteric interplay in apple, a multidisciplinary approach was employed. To this end, a comprehensive analysis of gene expression together with the investigation of several physiological entities (texture, volatilome and content of polyphenolic compounds) was performed throughout fruit development and ripening. The transcriptomic profiling was conducted with two microarray platforms: a dedicated custom array (iRIPE) and a whole genome array specifically enriched with ripening-related genes for apple (WGAA). The transcriptomic and phenotypic changes following the application of 1-methylcyclopropene (1-MCP), an ethylene inhibitor leading to important modifications in overall fruit physiology, were also highlighted. The integrative comparative network analysis showed both negative and positive correlations between ripening-related transcripts and the accumulation of specific metabolites or texture components. The ripening distortion caused by the inhibition of ethylene perception, in addition to affecting the ethylene pathway, stimulated the de-repression of auxin-related genes, transcription factors and photosynthetic genes. Overall, the comprehensive repertoire of results obtained here advances the elucidation of the multi-layered climacteric mechanism of fruit ripening, thus suggesting a possible transcriptional circuit governed by hormones and transcription factors.


Subject(s)
Ethylenes/metabolism , Indoleacetic Acids/metabolism , Malus/metabolism , Cyclopropanes , Ethylenes/antagonists & inhibitors , Fruit/drug effects , Fruit/metabolism , Gene Expression Regulation, Plant/drug effects , Malus/drug effects , Malus/genetics , Plant Proteins/genetics , Plant Proteins/metabolism
5.
Plant Cell ; 26(5): 1901-1912, 2014 May.
Article in English | MEDLINE | ID: mdl-24850850

ABSTRACT

Using RNA sequencing technology and de novo transcriptome assembly, we compared representative sets of wild and domesticated accessions of common bean (Phaseolus vulgaris) from Mesoamerica. RNA was extracted at the first true-leaf stage, and de novo assembly was used to develop a reference transcriptome; the final data set consists of ∼190,000 single nucleotide polymorphisms from 27,243 contigs in expressed genomic regions. A drastic reduction in nucleotide diversity (∼60%) is evident for the domesticated form, compared with the wild form, and almost 50% of the contigs that are polymorphic were brought to fixation by domestication. In parallel, the effects of domestication decreased the diversity of gene expression (18%). While the coexpression networks for the wild and domesticated accessions demonstrate similar seminal network properties, they show distinct community structures that are enriched for different molecular functions. After simulating the demographic dynamics during domestication, we found that 9% of the genes were actively selected during domestication. We also show that selection induced a further reduction in the diversity of gene expression (26%) and was associated with 5-fold enrichment of differentially expressed genes. While there is substantial evidence of positive selection associated with domestication, in a few cases, this selection has increased the nucleotide diversity in the domesticated pool at target loci associated with abiotic stress responses, flowering time, and morphology.

6.
BMC Plant Biol ; 16: 53, 2016 Feb 27.
Article in English | MEDLINE | ID: mdl-26920134

ABSTRACT

BACKGROUND: Fusarium oxysporum f.sp. radicis-lycopersici (FORL) is one of the most destructive necrotrophic pathogens affecting tomato crops, causing considerable field and greenhouse yield losses. Despite such major economic impact, little is known about the molecular mechanisms regulating Fusarium oxysporum f.sp. radicis-lycopersici resistance in tomato. RESULTS: A transcriptomic experiment was carried out in order to investigate the main mechanisms of FORL response in resistant and susceptible isogenic tomato lines. Microarray analysis at 15 DPI (days post inoculum) revealed a distinct gene expression pattern between the two genotypes in the inoculated vs non-inoculated conditions. A model of plant response both for compatible and incompatible reactions was proposed. In particular, in the incompatible interaction an activation of defense genes related to secondary metabolite production and tryptophan metabolism was observed. Moreover, maintenance of the cell osmotic potential after the FORL challenging was mediated by a dehydration-induced protein. As for the compatible interaction, activation of an oxidative burst mediated by peroxidases and a cytochrome monooxygenase induced cell degeneration and necrosis. CONCLUSIONS: Our work allowed comprehensive understanding of the molecular basis of the tomato-FORL interaction. The result obtained emphasizes a different transcriptional reaction between the resistant and the susceptible genotype to the FORL challenge. Our findings could lead to the improvement in disease control strategies.


Subject(s)
Fusarium/physiology , Plant Diseases/genetics , Solanum lycopersicum/genetics , Solanum lycopersicum/microbiology , Gene Expression Profiling , Genome, Plant , Plant Diseases/immunology , Plant Diseases/microbiology , Transcriptome
7.
Plant Physiol ; 169(4): 2513-25, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26468518

ABSTRACT

The structure of the cell wall has a major impact on plant growth and development, and alteration of cell wall structural components is often detrimental to biomass production. However, the molecular mechanisms responsible for these negative effects are largely unknown. Arabidopsis (Arabidopsis thaliana) plants with altered pectin composition because of either the expression of the Aspergillus niger polygalacturonase II (AnPGII; 35S:AnPGII plants) or a mutation in the QUASIMODO2 (QUA2) gene that encodes a putative pectin methyltransferase (qua2-1 plants), display severe growth defects. Here, we show that expression of Arabidopsis PEROXIDASE71 (AtPRX71), encoding a class III peroxidase, strongly increases in 35S:AnPGII and qua2-1 plants as well as in response to treatments with the cellulose synthase inhibitor isoxaben, which also impairs cell wall integrity. Analysis of atprx71 loss-of-function mutants and plants overexpressing AtPRX71 indicates that this gene negatively influences Arabidopsis growth at different stages of development, likely limiting cell expansion. The atprx71-1 mutation partially suppresses the dwarf phenotype of qua2-1, suggesting that AtPRX71 contributes to the growth defects observed in plants undergoing cell wall damage. Furthermore, AtPRX71 seems to promote the production of reactive oxygen species in qua2-1 plants as well as plants treated with isoxaben. We propose that AtPRX71 contributes to strengthen cell walls, therefore restricting cell expansion, during normal growth and in response to cell wall damage.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/enzymology , Botrytis/physiology , Gene Expression Regulation, Plant , Peroxidases/metabolism , Arabidopsis/cytology , Arabidopsis/genetics , Arabidopsis/physiology , Arabidopsis Proteins/genetics , Cell Wall/metabolism , Cellulose/metabolism , Genotype , Mutation , Pectins/metabolism , Peroxidases/genetics , Plant Diseases/microbiology , Plant Leaves/cytology , Plant Leaves/enzymology , Plant Leaves/genetics , Plant Leaves/physiology , Reactive Oxygen Species/metabolism , Seedlings/cytology , Seedlings/enzymology , Seedlings/genetics , Seedlings/physiology , Stress, Physiological
8.
Plant Cell ; 25(12): 4777-88, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24319081

ABSTRACT

The grapevine (Vitis vinifera) cultivar Tannat is cultivated mainly in Uruguay for the production of high-quality red wines. Tannat berries have unusually high levels of polyphenolic compounds, producing wines with an intense purple color and remarkable antioxidant properties. We investigated the genetic basis of these important characteristics by sequencing the genome of the Uruguayan Tannat clone UY11 using Illumina technology, followed by a mixture of de novo assembly and iterative mapping onto the PN40024 reference genome. RNA sequencing data for genome reannotation were processed using a combination of reference-guided annotation and de novo transcript assembly, allowing 5901 previously unannotated or unassembled genes to be defined and resulting in the discovery of 1873 genes that were not shared with PN40024. Expression analysis showed that these cultivar-specific genes contributed substantially (up to 81.24%) to the overall expression of enzymes involved in the synthesis of phenolic and polyphenolic compounds that contribute to the unique characteristics of the Tannat berries. The characterization of the Tannat genome therefore indicated that the grapevine reference genome lacks many genes that appear to be relevant for the varietal phenotype.


Subject(s)
Genome, Plant , Polyphenols/biosynthesis , Vitis/genetics , Antioxidants/metabolism , Fruit/chemistry , Fruit/genetics , Molecular Sequence Annotation , Phenotype , Polyphenols/genetics , Reference Values , Sequence Analysis, RNA , Transcriptome , Uruguay , Vitis/metabolism
9.
Am J Hematol ; 91(4): 420-5, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26799139

ABSTRACT

Hereditary hemochromatosis, one of the commonest genetic disorder in Caucasians, is mainly associated to homozygosity for the C282Y mutation in the HFE gene, which is highly prevalent (allele frequency up to near 10% in Northern Europe) and easily detectable through a widely available "first level" molecular test. However, in certain geographical regions like the Mediterranean area, up to 30% of patients with a HH phenotype has a negative or non-diagnostic (i.e. simple heterozygosity) test, because of a known heterogeneity involving at least four other genes (HAMP, HJV, TFR2, and SLC40A1). Mutations in such genes are generally rare/private, making the diagnosis of atypical HH essentially a matter of exclusion in clinical practice (from here the term of "non-HFE" HH), unless cumbersome traditional sequencing is applied. We developed a Next Generation Sequencing (NGS)-based test targeting the five HH genes, and applied it to patients with clinically relevant iron overload (IO) and a non-diagnostic first level genetic test. We identified several mutations, some of which were novel (i.e. HFE W163X, HAMP R59X, and TFR2 D555N) and allowed molecular reclassification of "non-HFE" HH clinical diagnosis, particularly in some highly selected IO patients without concurring acquired risk factors. This NGS-based "second level" genetic test may represent a useful tool for molecular diagnosis of HH in patients in whom HH phenotype remains unexplained after the search of common HFE mutations.


Subject(s)
Hemochromatosis/diagnosis , Hemochromatosis/genetics , High-Throughput Nucleotide Sequencing , Iron Overload/diagnosis , Iron Overload/etiology , Mutation , Adult , Aged , Biomarkers , Biopsy , DNA Mutational Analysis , Female , Genetic Testing , Hemochromatosis/complications , Hemochromatosis Protein , Hepcidins/genetics , Histocompatibility Antigens Class I/chemistry , Histocompatibility Antigens Class I/genetics , Humans , Italy , Liver/metabolism , Liver/pathology , Male , Membrane Proteins/chemistry , Membrane Proteins/genetics , Meta-Analysis as Topic , Middle Aged , Models, Molecular , Protein Conformation , Receptors, Transferrin/chemistry , Receptors, Transferrin/genetics
10.
Proc Natl Acad Sci U S A ; 110(27): 11151-6, 2013 Jul 02.
Article in English | MEDLINE | ID: mdl-23776216

ABSTRACT

Bifidobacteria represent one of the dominant groups of microorganisms colonizing the human infant intestine. Commensal bacteria that interact with a eukaryotic host are believed to express adhesive molecules on their cell surface that bind to specific host cell receptors or soluble macromolecules. Whole-genome transcription profiling of Bifidobacterium bifidum PRL2010, a strain isolated from infant stool, revealed a small number of commonly expressed extracellular proteins, among which were genes that specify sortase-dependent pili. Expression of the coding sequences of these B. bifidum PRL2010 appendages in nonpiliated Lactococcus lactis enhanced adherence to human enterocytes through extracellular matrix protein and bacterial aggregation. Furthermore, such piliated L. lactis cells evoked a higher TNF-α response during murine colonization compared with their nonpiliated parent, suggesting that bifidobacterial sortase-dependent pili not only contribute to adherence but also display immunomodulatory activity.


Subject(s)
Bifidobacterium/physiology , Fimbriae, Bacterial/physiology , Aminoacyltransferases/genetics , Aminoacyltransferases/metabolism , Animals , Bacterial Adhesion/genetics , Bacterial Adhesion/immunology , Bacterial Proteins/genetics , Bacterial Proteins/physiology , Bifidobacterium/genetics , Bifidobacterium/immunology , Cell Line , Cysteine Endopeptidases/genetics , Cysteine Endopeptidases/metabolism , Cytokines/biosynthesis , Female , Fimbriae, Bacterial/genetics , Fimbriae, Bacterial/immunology , Genes, Bacterial , Humans , Infant , Intestinal Mucosa/immunology , Intestinal Mucosa/microbiology , Lactococcus lactis/genetics , Lactococcus lactis/physiology , Mice , Mice, Inbred BALB C , Probiotics , Transcriptome/immunology
11.
Mol Plant Microbe Interact ; 28(11): 1167-80, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26267356

ABSTRACT

Mature grapevine berries at the harvesting stage (MB) are very susceptible to the gray mold fungus Botrytis cinerea, while veraison berries (VB) are not. We conducted simultaneous microscopic and transcriptomic analyses of the pathogen and the host to investigate the infection process developed by B. cinerea on MB versus VB, and the plant defense mechanisms deployed to stop the fungus spreading. On the pathogen side, our genome-wide transcriptomic data revealed that B. cinerea genes upregulated during infection of MB are enriched in functional categories related to necrotrophy, such as degradation of the plant cell wall, proteolysis, membrane transport, reactive oxygen species (ROS) generation, and detoxification. Quantitative-polymerase chain reaction on a set of representative genes related to virulence and microscopic observations further demonstrated that the infection is also initiated on VB but is stopped at the penetration stage. On the plant side, genome-wide transcriptomic analysis and metabolic data revealed a defense pathway switch during berry ripening. In response to B. cinerea inoculation, VB activated a burst of ROS, the salicylate-dependent defense pathway, the synthesis of the resveratrol phytoalexin, and cell-wall strengthening. On the contrary, in infected MB, the jasmonate-dependent pathway was activated, which did not stop the fungal necrotrophic process.


Subject(s)
Botrytis/genetics , Disease Resistance/genetics , Fruit/genetics , Plant Diseases/genetics , Vitis/genetics , Botrytis/pathogenicity , Cell Wall/genetics , Cell Wall/metabolism , Cell Wall/microbiology , Cyclopentanes/metabolism , Fruit/growth & development , Fruit/microbiology , Gene Expression Profiling/methods , Gene Expression Regulation, Developmental , Gene Expression Regulation, Fungal , Gene Expression Regulation, Plant , Gene Ontology , Host-Pathogen Interactions/genetics , Oligonucleotide Array Sequence Analysis , Oxylipins/metabolism , Plant Diseases/microbiology , Reactive Oxygen Species/metabolism , Resveratrol , Reverse Transcriptase Polymerase Chain Reaction , Salicylates/metabolism , Sesquiterpenes/metabolism , Stilbenes/metabolism , Virulence/genetics , Vitis/growth & development , Vitis/microbiology , Phytoalexins
12.
Planta ; 242(1): 187-201, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25893871

ABSTRACT

MAIN CONCLUSION: Major metabolic pathways and genes affected by low-temperature treatment were identified and a thorough picture of the early transcriptional changes in sugar beet plantlets upon cold stress was given. Sugar beet (Beta vulgaris L.) is an important source of sugar and bioethanol production in temperate areas worldwide. In these areas, plantlet survival and sucrose yield of mature plants can be seriously limited by low temperatures, especially when plantlets are exposed to freezing temperatures (below 0 °C) at the early developmental stages. This frequently occurs when the crop is sown in early spring or even in autumn (autumn sowing) to escape drought at maturity and pathogen outbreaks. The knowledge of molecular responses induced in plantlets early upon exposure to low temperature is necessary to understand mechanisms that allow the plant to survive and to identify reactions that can influence other late-appearing traits. In this work, a wide study of sugar beet transcriptome modulation after a short exposure to a cold stress, mimicking what is experienced in vivo by young plantlets when temperature drops in the early spring nights, was carried out by high-throughput sequencing of leaves and root RNAs (RNA-Seq). A significant picture of the earliest events of temperature sensing was achieved for the first time for sugar beet: the retrieval of a great amount of transcription factors and the intensity of modulation of a large number of genes involved in several metabolic pathways suggest a fast and deep rearrangement of sugar beet plantlets metabolism as early response to cold stress, with both similarities and specificities between the two organs.


Subject(s)
Beta vulgaris/genetics , Beta vulgaris/physiology , Cold Temperature , Gene Expression Regulation, Plant , Transcription, Genetic , Databases, Genetic , Gene Expression Profiling , Gene Ontology , Genes, Plant , Plant Leaves/genetics , Plant Roots/genetics , Sequence Analysis, RNA , Stress, Physiological/genetics
13.
Plant Cell ; 24(9): 3489-505, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22948079

ABSTRACT

We developed a genome-wide transcriptomic atlas of grapevine (Vitis vinifera) based on 54 samples representing green and woody tissues and organs at different developmental stages as well as specialized tissues such as pollen and senescent leaves. Together, these samples expressed ∼91% of the predicted grapevine genes. Pollen and senescent leaves had unique transcriptomes reflecting their specialized functions and physiological status. However, microarray and RNA-seq analysis grouped all the other samples into two major classes based on maturity rather than organ identity, namely, the vegetative/green and mature/woody categories. This division represents a fundamental transcriptomic reprogramming during the maturation process and was highlighted by three statistical approaches identifying the transcriptional relationships among samples (correlation analysis), putative biomarkers (O2PLS-DA approach), and sets of strongly and consistently expressed genes that define groups (topics) of similar samples (biclustering analysis). Gene coexpression analysis indicated that the mature/woody developmental program results from the reiterative coactivation of pathways that are largely inactive in vegetative/green tissues, often involving the coregulation of clusters of neighboring genes and global regulation based on codon preference. This global transcriptomic reprogramming during maturation has not been observed in herbaceous annual species and may be a defining characteristic of perennial woody plants.


Subject(s)
Gene Expression Regulation, Plant/genetics , Genes, Plant/genetics , Genome, Plant/genetics , Transcriptome , Vitis/genetics , Chromosomes, Plant/genetics , Cluster Analysis , Fruit/genetics , Fruit/growth & development , Fruit/physiology , Gene Expression , Gene Expression Profiling , Genetic Markers , Oligonucleotide Array Sequence Analysis , Organ Specificity , Plant Leaves/genetics , Plant Leaves/growth & development , Plant Leaves/physiology , Plant Stems/genetics , Plant Stems/growth & development , Plant Stems/physiology , Pollen/genetics , Pollen/growth & development , Pollen/physiology , RNA, Plant/genetics , RNA, Plant/metabolism , Species Specificity , Vitis/growth & development , Vitis/physiology
14.
Phytopathology ; 105(2): 199-209, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25185010

ABSTRACT

Ampelomyces quisqualis is a mycoparasite of a diverse range of phytopathogenic fungi associated with the powdery mildew disease. Among them are several Erysiphaceae species with great economic impact on high-value crops such as grape. Due to its ability to parasitize and prevent the spread of powdery mildews, A. quisqualis has received considerable attention for its biocontrol potential. However, and in sharp contrast to the extensively studied biocontrol species belonging to the genus Trichoderma, little is known about the biology of A. quisqualis at the molecular and genetic levels. We present the first genome-wide transcription profiling in A. quisqualis during host-induced germination. A total of 1,536 putative genes showed significant changes in transcription during the germination of A. quisqualis. This finding denotes an extensive transcriptional reprogramming of A. quisqualis induced by the presence of the host. Several upregulated genes were predicted to encode for putative mycoparasitism-related proteins such as secreted proteases, virulence factors, and proteins related to toxin biosynthesis. Our data provide the most comprehensive sequence resource currently available for A. quisqualis in addition to offering valuable insights into the biology of A. quisqualis and its mycoparasitic lifestyle. Eventually, this may improve the biocontrol capacity of this mycoparasite.


Subject(s)
Ascomycota/genetics , Plant Diseases/prevention & control , Transcriptome , Vitis/microbiology , Ascomycota/physiology , Biological Control Agents , DNA, Complementary/chemistry , DNA, Complementary/genetics , Gene Expression Profiling , Gene Library , High-Throughput Nucleotide Sequencing , Oligonucleotide Array Sequence Analysis , Phylogeny , Plant Diseases/microbiology , RNA, Fungal/genetics
15.
BMC Genomics ; 15: 710, 2014 Aug 25.
Article in English | MEDLINE | ID: mdl-25155950

ABSTRACT

BACKGROUND: Fusarium verticillioides causes ear rot in maize (Zea mays L.) and accumulation of mycotoxins, that affect human and animal health. Currently, chemical and agronomic measures to control Fusarium ear rot are not very effective and selection of more resistant genotypes is a desirable strategy to reduce contaminations. A deeper knowledge of molecular events and genetic basis underlying Fusarium ear rot is necessary to speed up progress in breeding for resistance. RESULTS: A next-generation RNA-sequencing approach was used for the first time to study transcriptional changes associated with F. verticillioides inoculation in resistant CO441 and susceptible CO354 maize genotypes at 72 hours post inoculation. More than 100 million sequence reads were generated for inoculated and uninoculated control plants and analyzed to measure gene expression levels. Comparison of expression levels between inoculated vs. uninoculated and resistant vs. susceptible transcriptomes revealed a total number of 6,951 differentially expressed genes. Differences in basal gene expression were observed in the uninoculated samples. CO441 genotype showed a higher level of expression of genes distributed over all functional classes, in particular those related to secondary metabolism category. After F. verticillioides inoculation, a similar response was observed in both genotypes, although the magnitude of induction was much greater in the resistant genotype. This response included higher activation of genes involved in pathogen perception, signaling and defense, including WRKY transcription factors and jasmonate/ethylene mediated defense responses. Interestingly, strong differences in expression between the two genotypes were observed in secondary metabolism category: pathways related to shikimate, lignin, flavonoid and terpenoid biosynthesis were strongly represented and induced in the CO441 genotype, indicating that selection to enhance these traits is an additional strategy for improving resistance against F. verticillioides infection. CONCLUSIONS: The work demonstrates that the global transcriptional analysis provided an exhaustive view of genes involved in pathogen recognition and signaling, and controlling activities of different TFs, phytohormones and secondary metabolites, that contribute to host resistance against F. verticillioides. This work provides an important source of markers for development of disease resistance maize genotypes and may have relevance to study other pathosystems involving mycotoxin-producing fungi.


Subject(s)
Disease Resistance/genetics , Fusarium/physiology , Plant Diseases/immunology , Zea mays/genetics , Gene Expression Regulation, Plant , Genome, Plant , Genotype , Host-Pathogen Interactions , Immunity, Innate/genetics , Plant Diseases/microbiology , Plant Proteins/genetics , Plant Proteins/metabolism , RNA, Plant/genetics , Sequence Analysis, RNA , Transcriptional Activation , Transcriptome , Zea mays/immunology , Zea mays/microbiology
16.
BMC Genomics ; 15: 313, 2014 Apr 27.
Article in English | MEDLINE | ID: mdl-24767544

ABSTRACT

BACKGROUND: Pyrenochaeta lycopersici is a soil-dwelling ascomycete pathogen that causes corky root rot disease in tomato (Solanum lycopersicum) and other Solanaceous crops, reducing fruit yields by up to 75%. Fungal pathogens that infect roots receive less attention than those infecting the aerial parts of crops despite their significant impact on plant growth and fruit production. RESULTS: We assembled a 54.9Mb P. lycopersici draft genome sequence based on Illumina short reads, and annotated approximately 17,000 genes. The P. lycopersici genome is closely related to hemibiotrophs and necrotrophs, in agreement with the phenotypic characteristics of the fungus and its lifestyle. Several gene families related to host-pathogen interactions are strongly represented, including those responsible for nutrient absorption, the detoxification of fungicides and plant cell wall degradation, the latter confirming that much of the genome is devoted to the pathogenic activity of the fungus. We did not find a MAT gene, which is consistent with the classification of P. lycopersici as an imperfect fungus, but we observed a significant expansion of the gene families associated with heterokaryon incompatibility (HI). CONCLUSIONS: The P. lycopersici draft genome sequence provided insight into the molecular and genetic basis of the fungal lifestyle, characterizing previously unknown pathogenic behaviors and defining strategies that allow this asexual fungus to increase genetic diversity and to acquire new pathogenic traits.


Subject(s)
Ascomycota/genetics , Genome, Fungal , Soil Microbiology , Solanum lycopersicum/microbiology
17.
BMC Plant Biol ; 14: 370, 2014 Dec 19.
Article in English | MEDLINE | ID: mdl-25524329

ABSTRACT

BACKGROUND: Grapevine berry, a nonclimacteric fruit, has three developmental stages; the last one is when berry color and sugar increase. Flavors derived from terpenoid and fatty acid metabolism develop at the very end of this ripening stage. The transcriptomic response of pulp and skin of Cabernet Sauvignon berries in the late stages of ripening between 22 and 37 °Brix was assessed using whole-genome micorarrays. RESULTS: The transcript abundance of approximately 18,000 genes changed with °Brix and tissue type. There were a large number of changes in many gene ontology (GO) categories involving metabolism, signaling and abiotic stress. GO categories reflecting tissue differences were overrepresented in photosynthesis, isoprenoid metabolism and pigment biosynthesis. Detailed analysis of the interaction of the skin and pulp with °Brix revealed that there were statistically significantly higher abundances of transcripts changing with °Brix in the skin that were involved in ethylene signaling, isoprenoid and fatty acid metabolism. Many transcripts were peaking around known optimal fruit stages for flavor production. The transcript abundance of approximately two-thirds of the AP2/ERF superfamily of transcription factors changed during these developmental stages. The transcript abundance of a unique clade of ERF6-type transcription factors had the largest changes in the skin and clustered with genes involved in ethylene, senescence, and fruit flavor production including ACC oxidase, terpene synthases, and lipoxygenases. The transcript abundance of important transcription factors involved in fruit ripening was also higher in the skin. CONCLUSIONS: A detailed analysis of the transcriptome dynamics during late stages of ripening of grapevine berries revealed that these berries went through massive transcriptional changes in gene ontology categories involving chemical signaling and metabolism in both the pulp and skin, particularly in the skin. Changes in the transcript abundance of genes involved in the ethylene signaling pathway of this nonclimacteric fruit were statistically significant in the late stages of ripening when the production of transcripts for important flavor and aroma compounds were at their highest. Ethylene transcription factors known to play a role in leaf senescence also appear to play a role in fruit senescence. Ethylene may play a bigger role than previously thought in this non-climacteric fruit.


Subject(s)
Ethylenes/metabolism , Fruit/metabolism , Transcriptome , Vitis/metabolism , Fruit/growth & development , Vitis/growth & development
18.
Am J Pathol ; 183(5): 1688-1697, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24036252

ABSTRACT

Cancer stem cell survival relies on the activation of inflammatory pathways, which is speculatively triggered by cell autonomous mechanisms or by microenvironmental stimuli. Here, we observed that hypoxic bone marrow stroma-derived transforming growth factor-ß 1 promotes the growth of human breast cancer stem cells as mammospheres. The ensuing Slug-dependent serine 139 phosphorylation of the DNA damage sensor H2AX in breast cancer stem cells induces tumor necrosis factor-α and IL-8 mRNAs, whose stability is enhanced by cytoplasmic ß-catenin. ß-Catenin also up-regulates and binds miR-221, reducing the stability of the miR-221 targets Rad51 and ERα mRNAs. Our data show that the Slug/ß-catenin-dependent activation of DNA damage signaling triggered by the hypoxic microenvironment sustains the proinflammatory phenotype of breast cancer stem cells.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Inflammation/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Transcription Factors/metabolism , beta Catenin/metabolism , Autocrine Communication/drug effects , Autocrine Communication/genetics , Breast Neoplasms/genetics , Cell Hypoxia/drug effects , Cell Hypoxia/genetics , Cytokines/genetics , Cytokines/metabolism , DNA Damage/genetics , Female , Gene Expression Regulation, Neoplastic/drug effects , Histones/metabolism , Humans , Inflammation/genetics , MCF-7 Cells , Mesenchymal Stem Cells/metabolism , Mesenchymal Stem Cells/pathology , Models, Biological , Neoplastic Stem Cells/drug effects , Phenotype , RNA, Messenger/genetics , RNA, Messenger/metabolism , Rad51 Recombinase/genetics , Rad51 Recombinase/metabolism , Serine/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Snail Family Transcription Factors , Spheroids, Cellular/metabolism , Spheroids, Cellular/pathology , Transforming Growth Factor beta1/pharmacology , Tumor Necrosis Factor-alpha/metabolism
19.
Plant Physiol ; 161(1): 425-39, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23136381

ABSTRACT

Medicago truncatula is one of the most studied model plants. Nevertheless, the genome of this legume remains incompletely determined. We used RNA-Seq to characterize the transcriptome during the early organogenesis of the nodule and during its functioning. We detected 37,333 expressed transcription units; to our knowledge, 1,670 had never been described before and were functionally annotated. We identified 7,595 new transcribed regions, mostly corresponding to 5' and 3' untranslated region extensions and new exons associated with 5,264 previously annotated genes. We also inferred 23,165 putative transcript isoforms from 6,587 genes and measured the abundance of transcripts for each isoform, which suggests an important role for alternative splicing in the generation of proteome diversity in M. truncatula. Finally, we carried out a differential expression analysis, which provided a comprehensive view of transcriptional reprogramming during nodulation. In particular, depletion of nitric oxide in roots inoculated with Sinorhizobium meliloti greatly increased our understanding of the role of this reactive species in the optimal establishment of the symbiotic interaction, revealing differential patterns of expression for 2,030 genes and pointing to the inhibition of the expression of defense genes.


Subject(s)
Medicago truncatula/microbiology , Nitric Oxide/metabolism , Sinorhizobium meliloti/growth & development , Symbiosis , Transcriptome , 3' Untranslated Regions , 5' Untranslated Regions , Alternative Splicing , Exons , Gene Expression Regulation, Plant , Genes, Plant , High-Throughput Nucleotide Sequencing , Introns , Medicago truncatula/genetics , Medicago truncatula/metabolism , Molecular Sequence Annotation , Plant Root Nodulation , Plant Roots/metabolism , Plant Roots/microbiology , RNA, Plant/genetics , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription, Genetic
20.
BMC Genomics ; 14: 41, 2013 Jan 18.
Article in English | MEDLINE | ID: mdl-23331995

ABSTRACT

BACKGROUND: Plants such as grapevine (Vitis spp.) display significant inter-cultivar genetic and phenotypic variation. The genetic components underlying phenotypic diversity in grapevine must be understood in order to disentangle genetic and environmental factors. RESULTS: We have shown that cDNA sequencing by RNA-seq is a robust approach for the characterization of varietal diversity between a local grapevine cultivar (Corvina) and the PN40024 reference genome. We detected 15,161 known genes including 9463 with novel splice isoforms, and identified 2321 potentially novel protein-coding genes in non-annotated or unassembled regions of the reference genome. We also discovered 180 apparent private genes in the Corvina genome which were missing from the reference genome. CONCLUSIONS: The de novo assembly approach allowed a substantial amount of the Corvina transcriptome to be reconstructed, improving known gene annotations by robustly defining gene structures, annotating splice isoforms and detecting genes without annotations. The private genes we discovered are likely to be nonessential but could influence certain cultivar-specific characteristics. Therefore, the application of de novo transcriptome assembly should not be restricted to species lacking a reference genome because it can also improve existing reference genome annotations and identify novel, cultivar-specific genes.


Subject(s)
Gene Expression Profiling , Genetic Variation/genetics , Vitis/genetics , Fruit/genetics , Fruit/growth & development , Genes, Plant/genetics , Molecular Sequence Annotation , Molecular Sequence Data , Species Specificity , Vitis/growth & development
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