Anne-Lise Boixel’s research while affiliated with University of Paris-Saclay and other places

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Publications (32)


Unveiling adaptive mechanisms of Zymoseptoria tritici to climatic conditions
  • Poster
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June 2024

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Fungal plant pathogens pose significant threats to food security and are dominant components of global agroecosystems. Despite wide environmental distributions, many fungal populations are locally adapted to cultivated hosts, fungicide uses, and climatic conditions. Understanding the mechanisms through which pathogens overcome control measures and acclimate to new environments is essential for predicting the future impact of crop diseases. Our study focused on Zymoseptoria tritici, which causes the Septoria tritici blotch (STB) disease, representing one of the main constraints on wheat production worldwide. The control of STB is increasingly challenging due to Z. tritici's rapid evolution and adaptation to environmental conditions. We addressed this challenge by leveraging Illumina sequencing data obtained from 240 Z. tritici isolates sampled from eight Euro-Mediterranean countries, representing the diverse environmental heterogeneity of wheat-growing regions. Through Genotype-Environment Association (GEA) and Redundancy Analyses (RDA), we identified candidate genes linked to Z. tritici's adaptation to diverse climatic conditions. Furthermore, our study revealed discernible signatures of selection at both the genome-wide and candidate gene levels, further enriching our understanding of the pathogen's evolutionary trajectory. This extensive population genomic analyses underscores key genetic determinants involved in the adaptive potential of this important wheat pathogen.

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Can higher aggressiveness effectively compensate for a virulence deficiency in plant pathogen? A case study of Puccinia triticina’s fitness evolution in a diversified varietal landscape

April 2024

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45 Reads

Journal of Plant Pathology

Plant resistances impose strong selective pressure on plant pathogen populations through the deployment of resistance genes, which leads to the emergence of new virulences. The pathogen adaptation also involves other parasitic fitness traits, especially aggressiveness components. A previous study on Puccinia triticina, the causal agent of wheat leaf rust, revealed that the distribution frequency of virulences in the French pathogen population cannot be fully explained by the major resistance genes deployed in the landscape. From 2012 to 2015, two dominant pathotypes (distinguished by their combination of virulences) were equally frequent despite the theoretical advantage conferred to one pathotype (166 317 0) by its virulence to Lr3, frequent in the cultivated landscape, whereas the other (106 314 0) is avirulent to this gene. To explain this apparent contradiction, we assessed three components of aggressiveness — infection efficiency, latency period and sporulation capacity — for 23 isolates representative of the most frequent genotype within each pathotype (106 314 0-G2 and 166 317 0-G1, identified by their combination of microsatellite markers). We tested these isolates on seedlings of Michigan Amber, a ‘naive’ wheat cultivar that has never been grown in the landscape, Apache, a ’neutral‘ cultivar with no selection effect on the landscape-pathotype pattern, and several cultivars that were frequently grown. We found that 106 314 0-G2 was more aggressive than 166 317 0-G1, with a consistency for the three components of aggressiveness. Our results show that aggressiveness plays a significant role in driving evolution in pathogen populations by acting as a selective advantage, even offsetting the disadvantage of lacking virulence towards a major Lr gene. Higher aggressiveness represents a competitive advantage that is likely even more pronounced when exhibited at the landscape scale as the expression of its multiple components is amplified by the polycyclic nature of epidemics.


Hunting for sources of durable resistance in crop cultivar evaluation data: The case of wheat yellow rust in France

April 2024

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62 Reads

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1 Citation

Plant Pathology

Cultivar resistance is a major asset for the management of crop diseases and can play an important role in agroecological transition. However, the wide deployment of a reduced number of resistance genes can lead to a rapid adaptation of pathogen populations and to a loss of resistance efficiency. The objective of this study was to characterize and discuss different trajectories of adult plant ratings for resistance to yellow rust in French wheat cultivars between 1963 and 2018. Among 719 cultivars assessed for at least 2 years, 590 cultivars showed no variation in their resistance scores, despite a mean of 4.3 years and up to 33 years of assessment. A set of descriptive variables was computed in order to compare the evolution of resistance score of 129 cultivars that experienced resistance variation. We applied a principal component analysis and a hierarchical clustering on principal components to this subdataset to constitute clusters corresponding to different cultivar profiles. Clusters C1 and C2 had small resistance variations (1–2 points on a 1–9 scale); Cluster C3 had long assessment durations and several small drops in resistance score and could be associated with quantitative resistance erosion; Cluster C4 included major drops in resistance score (4–5 points), often associated with known breakdowns of major resistance genes. Cases of limited drops in resistance score as a known resistance gene was broken down suggest the presence of efficient adult plant resistance. We discuss the use of information extracted from this dataset and methods to further explore sources of resistance to yellow rust present in French cultivars.



Spatio-temporal representation of the results of the similarity test of the pathotype composition of P. triticina populations (GMCPIC outputs) for different years. Pairs of plots that are linked by lines have similar composition of P. triticina populations according to the similarity test (with a significance level fixed at 0.05). Lack of a connecting line between two plots on the map indicates dissimilarity in the composition of pathogen populations. P. triticina populations, depicted as points that are coloured depending on the cultivar grown in each wheat field plot: red points correspond to plots grown with cv. Galibier, green points to cv. Apache, blue points to cv. Quality, turquoise points to cv. Bologna and black points to other less common cultivars in the landscape. Coloured lines link plots grown with the same cultivar; a colour indicating a given cultivar (same colour coding as for points). Grey lines link plots grown with different cultivars.
Variation of the composition of P. triticina populations between plots grown with the same cultivar at the landscape scale. The figures on the left (a–d) show the frequency of two categories of pathotypes (Vir13 + Vir14a vs. Vir14a only) as a function of the distance between Galibier plots in which samples were collected and a Kalango plot which was located at the center of the sampling site (corresponding to the intersection of black lines on the map (e)). “Virn” stands for virulence towards the resistance gene “Lrn”.
A landscape-scale field survey demonstrates the role of wheat volunteers as a local and diversified source of leaf rust inoculum

November 2023

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91 Reads

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2 Citations

Deploying disease-resistant cultivars is one of the most effective control strategies to manage crop diseases such as wheat leaf rust, caused by Puccinia triticina. After harvest, this biotrophic fungal pathogen can survive on wheat volunteers present at landscape scale and constitute a local source of primary inoculum for the next cropping season. In this study, we characterised the diversity of P. triticina populations surveyed on wheat volunteer seedlings for six consecutive years (2007–2012) at the landscape scale. A total of 642 leaf rust samples classified in 52 virulence profiles (pathotypes) were collected within a fixed 5-km radius. The pathotype composition (identity and abundance) of field-collected populations was analyzed according to the distance between the surveyed wheat plots and to the cultivars of origin of isolates. Our study emphasised the high diversity of P. triticina populations on wheat volunteers at the landscape scale. We observed an impact of cultivar of origin on pathogen population composition. Levels of population diversity differed between cultivars and their deployment in the study area. Our results suggest that wheat volunteers could provide a significant though highly variable contribution to the composition of primary inoculum and subsequent initiation of leaf rust epidemics.


Can higher aggressiveness effectively compensate for a virulence deficiency in plant pathogen? A case study of Puccinia triticina's fitness evolution in a diversified varietal landscape

June 2023

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94 Reads

Plant resistances impose strong selective pressure on plant pathogen populations through the deployment of major resistance genes, which leads to the emergence of new virulences. The pathogen adaptation also involves other life-history or parasitic fitness traits, especially aggressiveness components. A previous study on Puccinia triticina, the causal agent of wheat leaf rust, revealed that the distribution frequency of virulences in the French pathogen population cannot be fully explained by the major resistance genes deployed in the landscape. From 2012 to 2015, two major pathotypes (groups of isolates with the same combinations of virulences)-166 317 0 and 106 314 0-were equally represented in the landscape, despite the theoretical advantage conferred to 166 317 0 by its virulence to Lr3 frequent in the cultivated landscape, whereas 106 314 0 is avirulent to this gene. To explain this apparent contradiction, we assessed three components of aggressiveness-infection efficiency, latency period and sporulation capacity-for 23 isolates representative of the most frequent pathotype-genotype combination (named 'pathogenotype') within each pathotype. We tested these isolates on seedlings of Michigan Amber, a 'naive' wheat cultivar that has never been grown in the landscape, Apache, a 'neutral' cultivar with no selection effect on the landscape-pathotype pattern, and several cultivars that were frequently grown. We found that pathogenotype 106 314 0-G2 was more aggressive than 166 317 0-G1, with a consistency for the three components of aggressiveness. Our results show that aggressiveness plays a significant role in driving evolution in pathogen populations by acting as a selective advantage, even offsetting the disadvantage of 2 lacking virulence towards a major Lr gene. Higher aggressiveness represents a competitive advantage that is likely even more pronounced when exhibited at the landscape scale as the expression of its multiple components is amplified by the polycyclic nature of epidemics.


Evolution within a given virulence phenotype (pathotype) is driven by changes in aggressiveness: a case study of French wheat leaf rust populations

April 2023

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86 Reads

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5 Citations

Peer Community Journal

Plant pathogens are constantly evolving and adapting to their environment, including their host. Vir-ulence alleles emerge, and then increase, and sometimes decrease in frequency within pathogen populations in response to the fluctuating selection pressures imposed by the deployment of resistance genes. In some cases, these strong selection pressures cannot fully explain the evolution observed in pathogen populations. A previous study on the French population of Puccinia triticina, the causal agent of wheat leaf rust, showed that two major pathotypes-groups of isolates with a particular combination of virulences-predominated but then declined over the 2005-2016 period. The relative dynamics and the domination of these two pathotypes-166 317 0 and 106 314 0-, relative to the other pathotypes present in the population at a low frequency although compatible, i.e. virulent on several varieties deployed, could not be explained solely by the frequency of Lr genes in the landscape. Within these two pathotypes, we identified two main genotypes that emerged in succession. We assessed three components of aggressiveness-infection efficiency, latency period and sporulation capacity-for 44 isolates representative of the four P. triticina pathotype-genotype combinations. We showed, for both pathotypes, that the more recent genotypes were more aggressive than the older ones. Our findings were highly consistent for the various components of aggressiveness for pathotype 166 317 0 grown on Michigan Amber-a 'naive' cultivar never grown in the landscape-or on Apache-a 'neutral' cultivar, which does not affect the pathotype frequency in the landscape and therefore was postulated to have no or minor selection effect on the population composition. For pathotype 106 314 0, the most recent genotype had a shorter latency period on several of the cultivars most frequently grown in the landscape, but not on 'neutral' and 'naive' cultivars. We conclude that the quantitative components of aggressiveness can be significant drivers of evolution in pathogen populations. A gain in aggressiveness stopped the decline in frequency of a pathotype, and subsequently allowed an increase in frequency of this pathotype in the pathogen population, providing evidence that adaptation to a changing varietal landscape not only affects virulence but can also lead to changes in aggressiveness.


Multiple scenarios for sexual crosses in the fungal pathogen Zymoseptoria tritici on wheat residues: potential consequences for virulence gene transmission

October 2022

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50 Reads

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12 Citations

Fungal Genetics and Biology

Little is known about the impact of host immunity on sexual reproduction in fungal pathogens. In particular, it is unclear whether crossing requires both sexual partners to infect living plant tissues. We addressed this issue in a three-year experiment investigating different scenarios of Zymoseptoria tritici crosses according to the virulence (‘vir’) or avirulence (‘avr’) of the parents against a qualitative resistance gene. Co-inoculations (‘vir × vir’, ‘avr × vir’, ‘avr × avr’) and single inoculations were performed on a wheat cultivar carrying the Stb16q resistance gene (Cellule) and a susceptible cultivar (Apache), in the greenhouse. We assessed the intensity of asexual reproduction by scoring disease severity, and the intensity of sexual reproduction by counting the ascospores discharged from wheat residues. As expected, disease severity was more intense on Cellule for ‘vir × vir’ co-inoculations than for ‘avr × vir’ co-inoculations, with no disease for ‘avr × avr’. However, all types of co-inoculation yielded sexual offspring, whether or not the parental strains caused plant symptoms. Parenthood was confirmed by genotyping (SSR markers), and the occurrence of crosses between (co-)inoculated and exogenous strains (other strains from the experiment, or from far away) was determined. We showed that symptomatic asexual infection was not required for a strain to participate in sexual reproduction, and deduced from this result that avirulent strains could be maintained asymptomatically “on” or “in” leaf tissues of plants carrying the corresponding resistant gene for long enough to reproduce sexually. In two of the three years, the intensity of sexual reproduction did not differ between the three types of co-inoculation in Cellule, suggesting that crosses involving avirulent strains are not anecdotal. We discuss the possible mechanisms explaining the maintenance of avirulence in Z. tritici populations and the potential impact of particular resistance deployments such as cultivar mixtures for limiting resistance breakdown.


Figure 3. Frequency dynamics of two of the major Puccinia triticina pathotypes, 106 314 0 and 166 317 0, in the French landscape during the 2006-2020 period. Pathotype frequency was determined with data from the national survey (see Fontyn et al., 2022).
Experimental design, with the allocation of isolates to series 3, 4 and 5, for assessments of the aggressiveness of pathotype 106 314 0. Isolates were collected in 2012-2013, from Aubusson, Premio or Apache.
Evolution within a given virulence phenotype (pathotype) is driven by changes in aggressiveness: a case study of French wheat leaf rust populations

August 2022

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66 Reads

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1 Citation

Plant pathogens are constantly evolving and adapting to their environment, including their host. Virulence alleles emerge, and then increase, and sometimes decrease in frequency within pathogen populations in response to the fluctuating selection pressures imposed by the deployment of resistance genes. In some cases, these strong selection pressures cannot fully explain the evolution observed in pathogen populations. A previous study on the French population of Puccinia triticina , the causal agent of wheat leaf rust, showed that two major pathotypes — groups of isolates with the same combinations of virulences — predominated but then declined over the 2005-2016 period. The relative dynamics of these two pathotypes — 166 317 0 and 106 314 0 — relative to the others present in the population could not be explained solely by the frequency of Lr genes in the landscape. Within these two pathotypes, we identified two main genotypes that emerged in succession. We assessed three components of aggressiveness — infection efficiency, latency period and sporulation capacity — for 44 isolates representative of the four P. triticina pathotype-genotype combinations. We showed, for both pathotypes, that the most recent genotypes were more aggressive than the older ones. Our findings were highly consistent for the various components of aggressiveness for pathotype 166 317 0 grown on Michigan Amber — a 'naive' cultivar never grown in the landscape — or on Apache — a 'neutral' cultivar, with no selection effect on the landscape-pathotype pattern. For pathotype 106 314 0, the most recent genotype was more aggressive on several of the cultivars most frequently grown in the landscape, but not on 'neutral' and 'naive' cultivars, and only in terms of its latency period. We conclude that the quantitative components of aggressiveness can be significant drivers of evolution in pathogen populations. A gain in aggressiveness allowed the maintenance of a declining pathotype, and even further expansion of that pathotype, in the pathogen population, providing evidence that virulence alone is not sufficient, aggressiveness also being required for the adaptation of a pathogen to a changing varietal landscape.


Citations (17)


... Notably, positive associations between uncommon and common mycota may indicate that primary colonisers alter the habitat to support later arrivals. Further research, particularly pathogenicity testing, is needed to clarify the specific roles of these taxa and determine their actual influence on plant health, especially given the growing evidence of synergistic interactions between microbial pathogens in plant disease complexes [398,399]. Pathogenicity tests will help distinguish between true pathogens, which actively contribute to disease development, and secondary colonisers, which take advantage of pre-existing tissue damage. Understanding these interactions will not only enhance the ecological knowledge of foliar fungal communities but also help refine disease management strategies by focusing on key pathogens rather than harmless cohabitants. ...

Reference:

Exploring the Diversity and Ecological Dynamics of Palm Leaf Spotting Fungi—A Case Study on Ornamental Palms in Portugal
Slipping through the cracks: Challenges and prospects for investigating fungal plant disease complexes
  • Citing Article
  • June 2024

Crop Protection

... The geographical location and temporal aspect significantly influence virulence variation and the molecular genetic structure of P. triticina (Zhang et al. 2023). Studies on the diversity of plant pathogens at the level of specific locations are rare because they require demanding field sampling and relatively detailed genotypic and/or phenotypic characterization (Barrett et al. 2008;Boixel et al. 2023). According to Zhang et al. (2019), the consistency of P. triticina population virulence within the same locality may fluctuate across years. ...

A landscape-scale field survey demonstrates the role of wheat volunteers as a local and diversified source of leaf rust inoculum

... In addition to pathotype variability, the aggressiveness within a Pt pathotype may also change over time which can be significant drivers of evolution in pathogen populations. A recent study by Fontyn [17] reported that the decline of two dominant Pt pathotypes in France between 2005 and 2016 was primarily attributed to changes in their aggressiveness, which facilitated the evolution of new pathotypes. The continuous evolution of virulent pathotypes, coupled with changes in aggressiveness leads to the knockdown of common and broad-spectrum Lr genes underscoring the importance of identifying and transferring broad-spectrum leaf rust resistance genes. ...

Evolution within a given virulence phenotype (pathotype) is driven by changes in aggressiveness: a case study of French wheat leaf rust populations

Peer Community Journal

... There are still many unknowns in the Z. tritici life cycle. The physical mating process is still poorly understood in Z. triticispermatia have never been observed-and could even be facilitated by prolonged epiphytic growth on the leaf surface (Fones et al. 2017(Fones et al. , 2023Orellana-Torrejon et al. 2022). Z. tritici produces different types of spores, in addition to ascospores and pycnidiospores, but their contribution to the epidemiology of this disease remains to be unveiled. ...

Multiple scenarios for sexual crosses in the fungal pathogen Zymoseptoria tritici on wheat residues: potential consequences for virulence gene transmission
  • Citing Article
  • October 2022

Fungal Genetics and Biology

... From 2011 onwards, the exotic Pst race Warrior rapidly colonized European wheat areas, replacing older European races (Hovmøller et al. 2016). Several previous studies have highlighted the diversity of thermal aptitude and its potential impact on the emergence of new Pst races in Europe, including France (Mboup et al. 2012;Vallavieille-Pope et al. 2018;Vidal et al. 2022), in Middle Eastern and Mediterranean areas (El Amil et al. 2022), and in North America (Milus et al. 2009;Lyon and Broders 2017). In this epidemiological context, our experimental results provide relevant complementary information-with elements of explanation but also signs of complexity-about thermal aptitude, which is thought to be one of the factors underlying the success of new emerging races of Pst in Europe. ...

Diversity of thermal aptitude of Middle Eastern and Mediterranean Puccinia striiformis f. sp. tritici isolates from different altitude zones

Plant Pathology

... Les signalements de Puccinia graminis f. sp. tritici se sont multipliés en Europe au cours de la dernière décennie (Rodriguez-Algaba et al., 2022), et en France depuis 2021 (Valade et al., 2022), où la maladie est considérée comme réémergente. Deux hypothèses, non exclusives, sont envisagées pour expliquer cette réémergence et font actuellement l'objet de recherches à INRAE : une origine distante de l'inoculum, c'est-à-dire des urédiospores, qui seraient dispersées à longue distance par les mouvements de masses d'air depuis les foyers 58 de rouille présents dans le sud de l'Europe ; une origine locale de l'inoculum, liée à la possibilité qu'aurait la rouille noire du blé de compléter son cycle sur Berberis sp., en particulier sur des plants réintroduits dans les haies et situés à proximité de champs de céréales. ...

2021, l’odyssée de l’espèce Puccinia graminis f. sp. tritici : retour sur une année exceptionnelle qui pose la question de l’endémicité de la rouille noire du blé en France et incite à maintenir l’effort d’épidémiosurveillance en systèmes céréaliers.

... Elevated temperature effects on pathogen infestation are presented in Table 1. For example, due to warmer climates, the evolution of the newer, more aggressive, temperaturesensitive strains of Puccinia striiformis (Vidal et al. 2022). Pathogens are not passive players in this scenario but adapt to the changing environment. ...

Success and failure of invasive races of plant pathogens: The case of Puccinia striiformis f. sp. tritici in France
  • Citing Article
  • May 2022

Plant Pathology

... In estimations of the impact of key factors, it will be crucial to consider the nature and number of resistance genes, the proportion of each cultivar in the mixture and the frequency of virulences (and their combination, if any) in the local population (Kristoffersen et al., 2021;Vidal et al., 2020). An understanding of the interactions between these factors will clearly require modelling approaches, but also further experimental fungal biology studies in semicontrolled conditions (e.g., Orellana-Torrejon et al., 2022b) to characterize the abovementioned mechanisms in greater detail. The potential impact of resistance deployment strategies, including cultivar mixtureswhich may be beneficial, but also detrimental over the years-remain to be fully assessed considering both the size and the genetic diversity of a pathogen population (McDonald & Linde, 2002;McDonald et al., 2022). ...

Multiple Scenarios for Sexual Crosses in the Fungal Pathogen Zymoseptoria Tritici on Wheat Residues: Potential Consequences for Virulence Gene Transmission
  • Citing Article
  • January 2022

SSRN Electronic Journal

... The observed changes resulted (i) on the one hand from virulence selection/counter-selection driven by exchanges of splash-dispersed asexual spores between cultivars depending on their respective proportions in the mixture (Orellana-Torrejon et al., 2022a), and (ii) on the other hand from sexual reproduction between virulent strains and avirulent strains that land on the cultivar carrying Stb16q and then recombine with virulent strains without the need to infect host tissues (Orellana-Torrejon et al., 2022b). This mechanism that explains the persistence (or even a slight increase) of avirulent strains in mixtures was experimentally established by Orellana-Torrejon et al. (2022c), who showed that symptomatic asexual infection is not required for a strain to engage in sexual reproduction [a similar finding was also reported for the Stb6-AvrStb6 interaction (Kema et al., 2018)]. While cultivar mixtures can thus be an effective strategy to extend the useful life of already-defeated resistance genes or to enable recycling of defeated resistance genes, we should be aware, as previously stated, that cultivar mixtures including fully susceptible cultivars may also facilitate the emergence of virulent mutants that can overcome newly-deployed resistance genes. ...

Multiple scenarios for sexual crosses in the fungal pathogen Zymoseptoria tritici on wheat residues: potential consequences for virulence gene transmission

... Given that smut resistance can be costly (Biere & Antonovics, 1996), this could result in selection favoring more susceptible genotypes in hot climates, which could in turn allow disease to persist even as the warming reduces the duration of transmission. Furthermore, the ability of the pathogen to adapt to warmer temperatures is currently unknown, but evidence of thermal adaptation has been observed in other fungal plant pathogens (Boixel et al., 2022;Mboup et al., 2012). ...

Patterns of thermal adaptation in a globally distributed plant pathogen: Local diversity and plasticity reveal two-tier dynamics