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1.
Anal Chim Acta ; 1184: 339020, 2021 Nov 01.
Article in English | MEDLINE | ID: mdl-34625242

ABSTRACT

Cannabis sativa has a long history of domestication both for its bioactive compounds and its fibers. This has produced hundreds of varieties, usually characterized in the literature by chemotypes, with Δ9-THC and CBD content as the main markers. However, chemotyping could also be done based on minor compounds (phytocannabinoids and others). In this work, a workflow, which we propose to name cannabinomics, combines mass spectrometry of the whole metabolome and statistical analysis to help differentiate C. sativa varieties and deciphering their characteristic markers. By applying this cannabinomics approach to the data obtained from 20 varieties of C. sativa (classically classified as chemotype I, II, or III), we compared the results with those obtained by a targeted quantification of 11 phytocannabinoids. Cannabinomics can be considered as a complementary tool for phenotyping and genotyping, allowing the identification of minor compounds playing a key role as markers of differentiation.


Subject(s)
Cannabinoids , Cannabis , Metabolome
2.
J Exp Bot ; 72(10): 3821-3834, 2021 05 04.
Article in English | MEDLINE | ID: mdl-33675231

ABSTRACT

Lipo-chitooligosaccharides (LCOs) were originally found as symbiotic signals called Nod Factors (Nod-LCOs) controlling the nodulation of legumes by rhizobia. More recently, LCOs were also found in symbiotic fungi and, more surprisingly, very widely in the kingdom Fungi, including in saprophytic and pathogenic fungi. The LCO-V(C18:1, fucosylated/methyl fucosylated), hereafter called Fung-LCOs, are the LCO structures most commonly found in fungi. This raises the question of how legume plants such as Medicago truncatula can discriminate between Nod-LCOs and Fung-LCOs. To address this question, we performed a genome-wide association study on 173 natural accessions of M. truncatula, using a root branching phenotype and a newly developed local score approach. Both Nod-LCOs and Fung-LCOs stimulated root branching in most accessions, but the root responses to these two types of LCO molecules were not correlated. In addition, the heritability of the root response was higher for Nod-LCOs than for Fung-LCOs. We identified 123 loci for Nod-LCO and 71 for Fung-LCO responses, of which only one was common. This suggests that Nod-LCOs and Fung-LCOs both control root branching but use different molecular mechanisms. The tighter genetic constraint of the root response to Fung-LCOs possibly reflects the ancestral origin of the biological activity of these molecules.


Subject(s)
Medicago truncatula , Mycorrhizae , Chitin/analogs & derivatives , Chitosan , Genome-Wide Association Study , Lipopolysaccharides , Medicago truncatula/genetics , Oligosaccharides , Signal Transduction , Symbiosis
3.
Heredity (Edinb) ; 126(1): 77-91, 2021 01.
Article in English | MEDLINE | ID: mdl-32728044

ABSTRACT

The quest for signatures of selection using single nucleotide polymorphism (SNP) data has proven efficient to uncover genes involved in conserved and/or adaptive molecular functions, but none of the statistical methods were designed to identify interacting alleles as targets of selective processes. Here, we propose a statistical test aimed at detecting epistatic selection, based on a linkage disequilibrium (LD) measure accounting for population structure and heterogeneous relatedness between individuals. SNP-based ([Formula: see text]) and window-based ([Formula: see text]) statistics fit a Student distribution, allowing to test the significance of correlation coefficients. As a proof of concept, we use SNP data from the Medicago truncatula symbiotic legume plant and uncover a previously unknown gene coadaptation between the MtSUNN (Super Numeric Nodule) receptor and the MtCLE02 (CLAVATA3-Like) signaling peptide. We also provide experimental evidence supporting a MtSUNN-dependent negative role of MtCLE02 in symbiotic root nodulation. Using human HGDP-CEPH SNP data, our new statistical test uncovers strong LD between SLC24A5 (skin pigmentation) and EDAR (hairs, teeth, sweat glands development) world-wide, which persists after correction for population structure and relatedness in Central South Asian populations. This result suggests that epistatic selection or coselection could have contributed to the phenotypic make-up in some human populations. Applying this approach to genome-wide SNP data will facilitate the identification of coadapted gene networks in model or non-model organisms.


Subject(s)
Genome-Wide Association Study , Linkage Disequilibrium , Racial Groups , Genetics, Population , Genome, Human , Humans , Racial Groups/genetics
4.
Mol Plant Pathol ; 21(11): 1405-1420, 2020 11.
Article in English | MEDLINE | ID: mdl-32914940

ABSTRACT

Plant immunity is often negatively impacted by heat stress. However, the underlying molecular mechanisms remain poorly characterized. Based on a genome-wide association mapping approach, this study aims to identify in Arabidopsis thaliana the genetic bases of robust resistance mechanisms to the devastating pathogen Ralstonia solanacearum under heat stress. A local mapping population was phenotyped against the R. solanacearum GMI1000 strain at 27 and 30 °C. To obtain a precise description of the genetic architecture underlying natural variation of quantitative disease resistance (QDR), we applied a genome-wide local score analysis. Alongside an extensive genetic variation found in this local population at both temperatures, we observed a playful dynamics of quantitative trait loci along the infection stages. In addition, a complex genetic network of interacting loci could be detected at 30 °C. As a first step to investigate the underlying molecular mechanisms, the atypical meiotic cyclin SOLO DANCERS gene was validated by a reverse genetic approach as involved in QDR to R. solanacearum at 30 °C. In the context of climate change, the complex genetic architecture underlying QDR under heat stress in a local mapping population revealed candidate genes with diverse molecular functions.


Subject(s)
Arabidopsis/genetics , Disease Resistance/genetics , Epistasis, Genetic , Plant Diseases/microbiology , Quantitative Trait Loci/genetics , Ralstonia solanacearum/physiology , Arabidopsis/microbiology , Arabidopsis/physiology , Chromosome Mapping , Gene Regulatory Networks , Genetic Variation , Genome-Wide Association Study , Heat-Shock Response , Phenotype
5.
New Phytol ; 226(2): 555-568, 2020 04.
Article in English | MEDLINE | ID: mdl-31873949

ABSTRACT

Fabeae legumes such as pea and faba bean form symbiotic nodules with a large diversity of soil Rhizobium leguminosarum symbiovar viciae (Rlv) bacteria. However, bacteria competitive to form root nodules (CFN) are generally not the most efficient to fix dinitrogen, resulting in a decrease in legume crop yields. Here, we investigate differential selection by host plants on the diversity of Rlv. A large collection of Rlv was collected by nodule trapping with pea and faba bean from soils at five European sites. Representative genomes were sequenced. In parallel, diversity and abundance of Rlv were estimated directly in these soils using metabarcoding. The CFN of isolates was measured with both legume hosts. Pea/faba bean CFN were associated to Rlv genomic regions. Variations of bacterial pea and/or faba bean CFN explained the differential abundance of Rlv genotypes in pea and faba bean nodules. No evidence was found for genetic association between CFN and variations in the core genome, but variations in specific regions of the nod locus, as well as in other plasmid loci, were associated with differences in CFN. These findings shed light on the genetic control of CFN in Rlv and emphasise the importance of host plants in controlling Rhizobium diversity.


Subject(s)
Rhizobium leguminosarum , Rhizobium , Vicia faba , Phylogeny , Rhizobium leguminosarum/genetics , Symbiosis
6.
Heredity (Edinb) ; 123(4): 517-531, 2019 10.
Article in English | MEDLINE | ID: mdl-31138867

ABSTRACT

Quantitative trait loci (QTL) with small effects, which are pervasive in quantitative phenotypic variation, are difficult to detect in genome-wide association studies (GWAS). To improve their detection, we propose to use a local score approach that accounts for the surrounding signal due to linkage disequilibrium, by accumulating association signals from contiguous single markers. Simulations revealed that, in a GWAS context with high marker density, the local score approach outperforms single SNP p-value-based tests for detecting minor QTL (heritability of 5-10%) and is competitive with regard to alternative methods, which also aggregate p-values. Using more than five million SNPs, this approach was applied to identify loci involved in Quantitative Disease Resistance (QDR) to different isolates of the plant root rot pathogen Aphanomyces euteiches, from a GWAS performed on a collection of 174 accessions of the model legume Medicago truncatula. We refined the position of a previously reported major locus, underlying MYB/NB-ARC/tyrosine kinase candidate genes conferring resistance to two closely related A. euteiches isolates belonging to pea pathotype I. We also discovered a diversity of minor resistance QTL, not detected using p-value-based tests, some of which being putatively shared in response to pea (pathotype I and III) and/or alfalfa (race 1 and 2) isolates. Candidate genes underlying these QTL suggest pathogen effector recognition and plant proteasome as key functions associated with M. truncatula resistance to A. euteiches. GWAS on any organism can benefit from the local score approach to uncover many weak-effect QTL.


Subject(s)
Aphanomyces/pathogenicity , Medicago truncatula/genetics , Plant Roots/genetics , Quantitative Trait Loci/genetics , Chromosome Mapping , Chromosomes, Plant/genetics , Disease Resistance/genetics , Genetic Linkage/genetics , Genome-Wide Association Study , Linkage Disequilibrium , Medicago truncatula/microbiology , Phenotype , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Roots/growth & development , Plant Roots/microbiology , Polymorphism, Single Nucleotide/genetics
7.
New Phytol ; 223(3): 1516-1529, 2019 08.
Article in English | MEDLINE | ID: mdl-31058335

ABSTRACT

Plant -specific lysin-motif receptor-like kinases (LysM-RLKs) are implicated in the perception of N-acetyl glucosamine-containing compounds, some of which are important signal molecules in plant-microbe interactions. Among these, both lipo-chitooligosaccharides (LCOs) and chitooligosaccharides (COs) are proposed as arbuscular mycorrhizal (AM) fungal symbiotic signals. COs can also activate plant defence, although there are scarce data about CO production by pathogens, especially nonfungal pathogens. We tested Medicago truncatula mutants in the LysM-RLK MtLYK9 for their abilities to interact with the AM fungus Rhizophagus irregularis and the oomycete pathogen Aphanomyces euteiches. This prompted us to analyse whether A. euteiches can produce COs. Compared with wild-type plants, Mtlyk9 mutants had fewer infection events and were less colonised by the AM fungus. By contrast, Mtlyk9 mutants were more heavily infected by A. euteiches and showed more disease symptoms. Aphanomyces euteiches was also shown to produce short COs, mainly CO II, but also CO III and CO IV, and traces of CO V, both ex planta and in planta. MtLYK9 thus has a dual role in plant immunity and the AM symbiosis, which raises questions about the functioning and the ancestral origins of such a receptor protein.


Subject(s)
Glomeromycota/physiology , Medicago truncatula/microbiology , Mycorrhizae/physiology , Plant Immunity , Plant Proteins/metabolism , Symbiosis , Amino Acid Sequence , Aphanomyces/physiology , Chitin/analogs & derivatives , Chitin/biosynthesis , Chitosan , Gene Expression Regulation, Plant , Medicago truncatula/genetics , Mutation/genetics , Oligosaccharides , Plant Proteins/chemistry , Plant Proteins/genetics
8.
Front Plant Sci ; 10: 430, 2019.
Article in English | MEDLINE | ID: mdl-31024596

ABSTRACT

Natural variations help in identifying genetic mechanisms of morphologically and developmentally complex traits. Mountainous habitats provide an altitudinal gradient where one species encounters different abiotic conditions. We report the study of 341 individuals of Arabidopsis thaliana derived from 30 natural populations not belonging to the 1001 genomes, collected at increasing altitudes, between 200 and 1800 m in the Pyrenees. Class III peroxidases and ribosomal RNA sequences were used as markers to determine the putative genetic relationships among these populations along their altitudinal gradient. Using Bayesian-based statistics and phylogenetic analyses, these Pyrenean populations appear with significant divergence from the other regional accessions from 1001 genome (i.e., from north Spain or south France). Individuals of these populations exhibited varying phenotypic changes, when grown at sub-optimal temperature (22 vs. 15°C). These phenotypic variations under controlled conditions reflected intraspecific morphological variations. This study could bring new information regarding the west European population structure of A. thaliana and its phenotypic variations at different temperatures. The integrative analysis combining genetic, phenotypic variation and environmental datasets is used to analyze the acclimation of population in response to temperature changes. Regarding their geographical proximity and environmental diversity, these populations represent a tool of choice for studying plant response to temperature variation. HIGHLIGHTS: -Studying the natural diversity of A. thaliana in the Pyrenees mountains helps to understand European population structure and to evaluate the phenotypic trait variation in response to climate change.

9.
J Exp Bot ; 68(21-22): 5871-5881, 2017 12 16.
Article in English | MEDLINE | ID: mdl-29186498

ABSTRACT

The roots of most land plants are colonized by symbiotic arbuscular mycorrhiza (AM) fungi. To facilitate this symbiosis, plant genomes encode a set of genes required for microbial perception and accommodation. However, the extent to which infection by filamentous root pathogens also relies on some of these genes remains an open question. Here, we used genome-wide association mapping to identify genes contributing to colonization of Medicago truncatula roots by the pathogenic oomycete Phytophthora palmivora. Single-nucleotide polymorphism (SNP) markers most significantly associated with plant colonization response were identified upstream of RAD1, which encodes a GRAS transcription regulator first negatively implicated in root nodule symbiosis and recently identified as a positive regulator of AM symbiosis. RAD1 transcript levels are up-regulated both in response to AM fungus and, to a lower extent, in infected tissues by P. palmivora where its expression is restricted to root cortex cells proximal to pathogen hyphae. Reverse genetics showed that reduction of RAD1 transcript levels as well as a rad1 mutant are impaired in their full colonization by AM fungi as well as by P. palmivora. Thus, the importance of RAD1 extends beyond symbiotic interactions, suggesting a general involvement in M. truncatula microbe-induced root development and interactions with unrelated beneficial and detrimental filamentous microbes.


Subject(s)
Endodeoxyribonucleases/genetics , Gene Expression Regulation, Plant , Medicago truncatula/genetics , Medicago truncatula/microbiology , Mycorrhizae/physiology , Phytophthora/physiology , Plant Proteins/genetics , Disease Susceptibility , Endodeoxyribonucleases/metabolism , Genome-Wide Association Study , Host-Pathogen Interactions , Medicago truncatula/metabolism , Plant Diseases/microbiology , Plant Proteins/metabolism , Symbiosis
10.
Front Plant Sci ; 7: 1837, 2016.
Article in English | MEDLINE | ID: mdl-27994614

ABSTRACT

Plant NF-Y transcription factors control a wide array of biological functions enabling appropriate reproductive and developmental processes as well as adaptation to various abiotic and biotic environments. In Medicago truncatula, MtNF-YA1 was previously identified as a key determinant for nodule development and establishment of rhizobial symbiosis. Here, we highlight a new role for this protein in compatibility to Aphanomyces euteiches, a root pathogenic oomycete. The Mtnf-ya1-1 mutant plants showed better survival rate, reduced symptoms, and increased development of their root apparatus as compared to their wild-type (WT) background A17. MtNF-YA-1 was specifically up-regulated by A. euteiches in F83005.5, a highly susceptible natural accession of M. truncatula while transcript level remained stable in A17, which is partially resistant. The role of MtNF-YA1 in F83005.5 susceptibility was further documented by reducing MtNF-YA1 expression either by overexpression of the miR169q, a microRNA targeting MtNF-YA1, or by RNAi approaches leading to a strong enhancement in the resistance of this susceptible line. Comparative analysis of the transcriptome of WT and Mtnf-ya1-1 led to the identification of 1509 differentially expressed genes. Among those, almost 36 defense-related genes were constitutively expressed in Mtnf-ya1-1, while 20 genes linked to hormonal pathways were repressed. In summary, we revealed an unexpected dual role for this symbiotic transcription factor as a key player in the compatibility mechanisms to a pathogen.

11.
Mol Ecol ; 25(14): 3397-415, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27144929

ABSTRACT

Local climatic conditions likely constitute an important selective pressure on genes underlying important fitness-related traits such as flowering time, and in many species, flowering phenology and climatic gradients strongly covary. To test whether climate shapes the genetic variation on flowering time genes and to identify candidate flowering genes involved in the adaptation to environmental heterogeneity, we used a large Medicago truncatula core collection to examine the association between nucleotide polymorphisms at 224 candidate genes and both climate variables and flowering phenotypes. Unlike genome-wide studies, candidate gene approaches are expected to enrich for the number of meaningful trait associations because they specifically target genes that are known to affect the trait of interest. We found that flowering time mediates adaptation to climatic conditions mainly by variation at genes located upstream in the flowering pathways, close to the environmental stimuli. Variables related to the annual precipitation regime reflected selective constraints on flowering time genes better than the other variables tested (temperature, altitude, latitude or longitude). By comparing phenotype and climate associations, we identified 12 flowering genes as the most promising candidates responsible for phenological adaptation to climate. Four of these genes were located in the known flowering time QTL region on chromosome 7. However, climate and flowering associations also highlighted largely distinct gene sets, suggesting different genetic architectures for adaptation to climate and flowering onset.


Subject(s)
Acclimatization/genetics , Climate , Flowers/physiology , Medicago truncatula/genetics , Africa, Northern , Europe , Genetics, Population , Medicago truncatula/physiology , Models, Genetic , Multigene Family , Phenotype , Polymorphism, Single Nucleotide , Quantitative Trait Loci
12.
Mol Ecol ; 24(15): 3873-87, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26120040

ABSTRACT

Understanding how immune genetic variation is shaped by selective and neutral processes in wild populations is of prime importance in both evolutionary biology and epidemiology. The European roe deer (Capreolus capreolus) has considerably expanded its distribution range these last decades, notably by colonizing agricultural landscapes. This range shift is likely to have led to bottlenecks and increased roe deer exposure to a new range of pathogens that until recently predominantly infected humans and domestic fauna. We therefore investigated the historical and contemporary forces that have shaped variability in a panel of genes involved in innate and acquired immunity in roe deer, including Mhc-Drb and genes encoding cytokines or toll-like receptors (TLRs). Together, our results suggest that genetic drift is the main contemporary evolutionary force shaping immunogenetic variation within populations. However, in contrast to the classical view, we found that some innate immune genes involved in micropathogen recognition (e.g. Tlrs) continue to evolve dynamically in roe deer in response to pathogen-mediated positive selection. Most studied Tlrs (Tlr2, Tlr4 and Tlr5) had similarly high levels of amino acid diversity in the three studied populations including one recently established in southwestern France that showed a clear signature of genetic bottleneck. Tlr2 implicated in the recognition of Gram-positive bacteria in domestic ungulates, showed strong evidence of balancing selection. The high immunogenetic variation revealed here implies that roe deer are able to cope with a wide spectrum of pathogens and to respond rapidly to emerging infectious diseases.


Subject(s)
Deer/genetics , Genetic Drift , Genetic Variation , Animals , Cytokines/immunology , Deer/immunology , France , Genetics, Population , Haplotypes , Immunity, Innate/genetics , Major Histocompatibility Complex/genetics , Microsatellite Repeats , Polymorphism, Single Nucleotide , Selection, Genetic , Sequence Analysis, DNA , Toll-Like Receptors/genetics
13.
Mol Biol Evol ; 32(8): 2097-110, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25901015

ABSTRACT

Medicago truncatula is a model legume species used to investigate plant-microorganism interactions, notably root symbioses. Massive population genomic and transcriptomic data now available for this species open the way for a comprehensive investigation of genomic variations associated with adaptation of M. truncatula to its environment. Here we performed a fine-scale genome scan of selective sweep signatures in M. truncatula using more than 15 million single nucleotide polymorphisms identified on 283 accessions from two populations (Circum and Far West), and exploited annotation and published transcriptomic data to identify biological processes associated with molecular adaptation. We identified 58 swept genomic regions with a 15 kb average length and comprising 3.3 gene models on average. The unimodal sweep state probability distribution in these regions enabled us to focus on the best single candidate gene per region. We detected two unambiguous species-wide selective sweeps, one of which appears to underlie morphological adaptation. Population genomic analyses of the remaining 56 sweep signatures indicate that sweeps identified in the Far West population are less population-specific and probably more ancient than those identified in the Circum population. Functional annotation revealed a predominance of immunity-related adaptations in the Circum population. Transcriptomic data from accessions of the Far West population allowed inference of four clusters of coregulated genes putatively involved in the adaptive control of symbiotic carbon flow and nodule senescence, as well as in other root adaptations upon infection with soil microorganisms. We demonstrate that molecular adaptations in M. truncatula were primarily triggered by selective pressures from root-associated microorganisms.


Subject(s)
Adaptation, Physiological/genetics , Bacteria/growth & development , Genes, Plant , Medicago truncatula , Plant Roots , Transcriptome , Medicago truncatula/genetics , Medicago truncatula/microbiology , Plant Roots/genetics , Plant Roots/microbiology
14.
Mol Plant Pathol ; 16(9): 973-86, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25765337

ABSTRACT

To gain an insight into the molecular mechanisms of quantitative disease resistance in Medicago truncatula to the root-infecting oomycete Aphanomyces euteiches, we selected two near-isogenic lines (NILs), NR and NS, partially resistant and susceptible, respectively, differing in the allelic state of the quantitative resistance locus (QRL) prAe1 (partially resistant to A. euteiches 1). Complementary molecular and cytological phenotyping methods showed that prAe1 alone confers quantitative resistance to A. euteiches. Root and stem tissues were colonized in NS plants and 80% of NS plants died by 21 days post-inoculation (dpi). In contrast, A. euteiches mycelium was restricted to the root cortex and the spread of symptoms was arrested in aerial parts of NR plants. A transcriptome analysis performed at 0, 1 and 6 dpi identified 1198 differentially expressed genes (DEGs) between NR and NS lines. More than 87% of the DEGs were significantly more expressed in NR. The highest number of DEGs was found in control conditions, with 723 genes over-expressed in NR versus 85 in NS. Genes belonging to secondary metabolism, pathogenesis-related (PR) proteins and kinases were significantly enriched. The significant role of the flavonoid pathway in resistance was corroborated by the detection of larger amounts of flavonoids in NR roots and the inhibition of A. euteiches zoospore germination by 2'-O-methyl-isoliquiritigenin, a compound synthesized by enzymes specifically induced in NR. Our study revealed that prAe1-dependent resistance relies mainly on the constitutive expression of defence-related pathways and signalling elements, which can be re-amplified in later time points of the infection.


Subject(s)
Aphanomyces/physiology , Genes, Plant , Medicago truncatula/genetics , Quantitative Trait Loci , Signal Transduction/genetics , Gene Expression Profiling , Medicago truncatula/microbiology , Plant Diseases/genetics , Plant Diseases/microbiology
15.
New Phytol ; 201(4): 1328-1342, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24283472

ABSTRACT

• The use of quantitative disease resistance (QDR) is a promising strategy for promoting durable resistance to plant pathogens, but genes involved in QDR are largely unknown. To identify genetic components and accelerate improvement of QDR in legumes to the root pathogen Aphanomyces euteiches, we took advantage of both the recently generated massive genomic data for Medicago truncatula and natural variation of this model legume. • A high-density (≈5.1 million single nucleotide polymorphisms (SNPs)) genome-wide association study (GWAS) was performed with both in vitro and glasshouse phenotyping data collected for 179 lines. • GWAS identified several candidate genes and pinpointed two independent major loci on the top of chromosome 3 that were detected in both phenotyping methods. Candidate SNPs in the most significant locus (σ(A)²= 23%) were in the promoter and coding regions of an F-box protein coding gene. Subsequent qRT-PCR and bioinformatic analyses performed on 20 lines demonstrated that resistance is associated with mutations directly affecting the interaction domain of the F-box protein rather than gene expression. • These results refine the position of previously identified QTL to specific candidate genes, suggest potential molecular mechanisms, and identify new loci explaining QDR against A. euteiches.


Subject(s)
Aphanomyces/physiology , Chromosome Mapping , Disease Resistance/genetics , F-Box Proteins/genetics , Genome-Wide Association Study , Medicago truncatula/genetics , Medicago truncatula/microbiology , Plant Diseases/immunology , Colony Count, Microbial , Cytokinins/metabolism , F-Box Proteins/metabolism , Gene Expression Regulation, Plant , Genes, Plant/genetics , Medicago truncatula/growth & development , Medicago truncatula/immunology , Mutation/genetics , Plant Diseases/microbiology , Plant Proteins/genetics , Plant Proteins/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Ralstonia/physiology , Root Nodules, Plant/metabolism , Root Nodules, Plant/microbiology , Signal Transduction/genetics , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription, Genetic , Up-Regulation
16.
New Phytol ; 198(3): 875-886, 2013 May.
Article in English | MEDLINE | ID: mdl-23432463

ABSTRACT

Plant LysM proteins control the perception of microbial-derived N-acetylglucosamine compounds for the establishment of symbiosis or activation of plant immunity. This raises questions about how plants, and notably legumes, can differentiate friends and foes using similar molecular actors and whether any receptors can intervene in both symbiosis and resistance. To study this question, nfp and lyk3 LysM-receptor like kinase mutants of Medicago truncatula that are affected in the early steps of nodulation, were analysed following inoculation with Aphanomyces euteiches, a root oomycete. The role of NFP in this interaction was further analysed by overexpression of NFP and by transcriptome analyses. nfp, but not lyk3, mutants were significantly more susceptible than wildtype plants to A. euteiches, whereas NFP overexpression increased resistance. Transcriptome analyses on A. euteiches inoculation showed that mutation in the NFP gene led to significant changes in the expression of c. 500 genes, notably involved in cell dynamic processes previously associated with resistance to pathogen penetration. nfp mutants also showed an increased susceptibility to the fungus Colletotrichum trifolii. These results demonstrate that NFP intervenes in M. truncatula immunity, suggesting an unsuspected role for NFP in the perception of pathogenic signals.


Subject(s)
Colletotrichum/pathogenicity , Host-Pathogen Interactions , Medicago truncatula/metabolism , Medicago truncatula/microbiology , Plant Proteins/metabolism , Aphanomyces/pathogenicity , Aphanomyces/physiology , Disease Resistance/genetics , Gene Expression Profiling , Gene Expression Regulation, Plant , Medicago truncatula/genetics , Mutation , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Proteins/genetics , Plant Roots/metabolism , Plant Roots/microbiology , Plants, Genetically Modified , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Symbiosis/physiology
17.
Genetics ; 186(1): 241-62, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20855576

ABSTRACT

Detecting genetic signatures of selection is of great interest for many research issues. Common approaches to separate selective from neutral processes focus on the variance of F(ST) across loci, as does the original Lewontin and Krakauer (LK) test. Modern developments aim to minimize the false positive rate and to increase the power, by accounting for complex demographic structures. Another stimulating goal is to develop straightforward parametric and computationally tractable tests to deal with massive SNP data sets. Here, we propose an extension of the original LK statistic (T(LK)), named T(F-LK), that uses a phylogenetic estimation of the population's kinship (F) matrix, thus accounting for historical branching and heterogeneity of genetic drift. Using forward simulations of single-nucleotide polymorphisms (SNPs) data under neutrality and selection, we confirm the relative robustness of the LK statistic (T(LK)) to complex demographic history but we show that T(F-LK) is more powerful in most cases. This new statistic outperforms also a multinomial-Dirichlet-based model [estimation with Markov chain Monte Carlo (MCMC)], when historical branching occurs. Overall, T(F-LK) detects 15-35% more selected SNPs than T(LK) for low type I errors (P < 0.001). Also, simulations show that T(LK) and T(F-LK) follow a chi-square distribution provided the ancestral allele frequencies are not too extreme, suggesting the possible use of the chi-square distribution for evaluating significance. The empirical distribution of T(F-LK) can be derived using simulations conditioned on the estimated F matrix. We apply this new test to pig breeds SNP data and pinpoint outliers using T(F-LK), otherwise undetected using the less powerful T(LK) statistic. This new test represents one solution for compromise between advanced SNP genetic data acquisition and outlier analyses.


Subject(s)
Genetics, Population/methods , Selection, Genetic , Animals , Evolution, Molecular , Genetic Drift , Genetic Markers/genetics , Models, Genetic , Phylogeny , Polymorphism, Single Nucleotide/genetics , Swine/genetics
18.
Folia Primatol (Basel) ; 80(2): 63-9, 2009.
Article in English | MEDLINE | ID: mdl-19352089

ABSTRACT

Many genetic studies on catarrhines use microsatellite markers that were isolated from human DNA. A large number of these markers have been characterized in the great apes, macaques and baboons. However, there are few or no markers available for other members of this group. In this study, an extensive literature search was performed to find microsatellite markers that had been successfully amplified across a range of catarrhine species. These conserved loci can provide a valuable starting point for characterizing loci in other catarrhines. Finally, microsatellite markers were tested in a range of species that are not well represented in the literature.


Subject(s)
Catarrhini/genetics , Genetic Markers/genetics , Microsatellite Repeats/genetics , Animals , Base Sequence , Genotype , Molecular Sequence Data , Sequence Analysis, DNA
19.
PLoS One ; 4(1): e4287, 2009.
Article in English | MEDLINE | ID: mdl-19172173

ABSTRACT

In humans, the single polymorphic B locus of the major histocompatibility complex is linked to the microsatellite MIB. In rhesus macaques, however, haplotypes are characterized by the presence of unique combinations of multiple B genes, which may display different levels of polymorphism. The aim of the study was to shed light on the evolutionary history of this highly complex region. First, the robustness of the microsatellite MIB-linked to almost half of the B genes in rhesus macaques (Mamu-B)-for accurate B haplotyping was studied. Based on the physical map of an established haplotype comprising 7 MIB loci, each located next to a certain Mamu-B gene, two MIB loci, MIB1 and MIB6, were investigated in a panel of MHC homozygous monkeys. MIB1 revealed a complex genotyping pattern, whereas MIB6 analysis resulted in the detection of one or no amplicon. Both patterns are specific for a given B haplotype, show Mendelian segregation, and even allow a more precise haplotype definition than do traditional typing methods. Second, a search was performed for retroelements that may have played a role in duplication processes as observed in the macaque B region. This resulted in the description of two types of duplicons. One basic unit comprises an expressed Mamu-B gene, adjacent to an HERV16 copy closely linked to MIB. The second type of duplicon comprises a Mamu-B (pseudo)gene, linked to a truncated HERV16 structure lacking its MIB segment. Such truncation seems to coincide with the loss of B gene transcription. Subsequent to the duplication processes, recombination between MIB and Mamu-B loci appears to have occurred, resulting in a hyperplastic B region. Thus, analysis of MIB in addition to B loci allows deciphering of the compound evolutionary history of the class I B region in Old World monkeys.


Subject(s)
Genes, MHC Class I , Microsatellite Repeats/genetics , Retroviridae/genetics , Animals , Cloning, Molecular , Female , Gene Duplication , Genotype , Haplotypes , Homozygote , Macaca mulatta , Male , Polymorphism, Genetic , Retroelements , Transcription, Genetic
20.
J Hered ; 100(2): 158-69, 2009.
Article in English | MEDLINE | ID: mdl-18974398

ABSTRACT

Rhesus macaque (Macaca mulatta) and long-tailed macaque (Macaca fascicularis) are the 2 most commonly used primate model species in biomedical sciences. Although morphological studies have revealed a weak hybridization at the interspecific contact zone, in the north of Indochina, a molecular study has suggested an ancient introgression from rhesus to long-tailed macaque into the Indo-Chinese peninsula. However, the gene flow between these 2 taxa has never been quantified using genetic data and theoretical models. In this study, we have examined genetic variation within and between the parapatric Chinese rhesus macaque and Indo-Chinese long-tailed macaque populations, using 13 autosomal, 5 sex-linked microsatellite loci and mitochondrial DNA sequence data. From these data, we assessed genetic structure and estimated gene flow using a Bayesian clustering approach and the "Isolation with Migration" model. Our results reveal a weak interspecific genetic differentiation at both autosomal and sex-linked loci, suggesting large population sizes and/or gene flow between populations. According to the Bayesian clustering, Chinese rhesus macaque is a highly homogeneous gene pool that contributes strongly to the current Indo-Chinese long-tailed macaque genetic makeup, whether or not current admixture is assumed. Coalescent simulations, which integrated the characteristics of the loci, pointed out 1) a higher effective population size in rhesus macaque, 2) no mitochondrial gene flow, and 3) unilateral and male-mediated nuclear gene flow of approximately 10 migrants per generation from rhesus to long-tailed macaque. These patterns of genetic structure and gene flow suggest extensive ancient introgression from Chinese rhesus macaque into the Indo-Chinese long-tailed macaque population.


Subject(s)
Genetic Speciation , Hybridization, Genetic/genetics , Macaca fascicularis/genetics , Macaca mulatta/genetics , Animal Migration/physiology , Animals , Bayes Theorem , China , Evolution, Molecular , Female , Genetics, Population , Male , Models, Animal , Sex Chromosomes , Vietnam
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