Ecogenomics of plant resistance to biotic and abiotic stresses

N.H. Davila Olivas

Research output: Thesisinternal PhD, WUAcademic

Abstract

Summary

In natural and agricultural ecosystems, plants are exposed to a wide diversity of abiotic and biotic stresses such as drought, salinity, pathogens and insect herbivores. Under natural conditions, these stresses do not occur in isolation but commonly occur simultaneously. However, plants have developed sophisticated mechanisms to survive and reproduce under suboptimal conditions. Genetic screenings and molecular genetic assays have shed light on the molecular players that provide resistance to single biotic and abiotic stresses. Induced defenses are attacker specific and phytohormones play an essential role in tailoring these defense responses. Because phytohormones display antagonistic and synergistic interactions, the question emerges how plants elicit an effective defense response when exposed to conflicting signals under multiple attack. Recent studies have shed light on this issue by studying the effects of combinations of stresses at the phenotypic, transcriptomic and genetic level. These studies have concluded that the responses to combined stresses can often not be predicted based on information about responses to the single stress situations or the phytohormones involved. Thus, combined stresses are starting to be regarded as a different state of stress in the plant. Studying the effects of combinations of stresses is relevant since they are more representative of the type of stresses experienced by plants in natural conditions.

In a coordinated effort, responses of Arabidopsis thaliana to a range of abiotic and biotic stresses and stress combinations have been explored at the genetic, phenotypic, and transcriptional level. For this purpose we used an ecogenomic approach in which we integrated the assessment of phenotypic variation and Genome-Wide Association (GWA) analysis for a large number of A. thaliana accessions with an in-depth transcriptional analysis. The focus of this thesis is especially on (but not limited to) three stresses, i.e. drought, herbivory by Pieris rapae caterpillars, and infection by the necrotrophic fungal pathogen Botrytis cinerea. These stresses were chosen because the responses of A. thaliana to these three stresses are highly divergent but at the same time regulated by the plant hormones JA and/or ABA. Consequently, analysis of responses to combinatorial stresses is likely to yield information on signaling nodes that are involved in tailoring the plant’s adaptive response to combinations of these stresses. Responses of A. thaliana to other biotic and abiotic stresses are included in an integrative study (Chapter 6).

We first investigated (Chapter 2) the extent of natural variation in the response to one abiotic stress (drought), four biotic stresses (Pieris rapae caterpillars, Plutella xylostella caterpillars, Frankliniella occidentalis thrips, Myzus persicae aphids) and two combined stresses (drought plus P. rapae, and B. cinerea plus P. rapae). Using 308 A. thaliana accessions originating from Europe, the native range of the species, we focused on the eco-evolutionary context of stress responses. We analyzed how the response to stress is influenced by geographical origin, genetic relatedness and life-cycle strategy, i.e. summer versus winter annual. We identified heritable genetic variation for responses to the different stresses. We found that winter annuals are more resistant to drought, aphids and thrips and summer annuals are more resistant to P. rapae and P. xylostella caterpillars and to the combined stresses of drought followed by P. rapae and infection by the fungus B. cinerea followed by herbivory by P. rapae. Furthermore, we found differential responses to drought along a longitudinal gradient.

We further investigated, using A. thaliana accession Col-0, how phenotypic and whole-genome transcriptional responses to one stress are altered by a preceding or co-occurring stress (Chapters 3 and 4). The whole-transcriptomic profile of A. thaliana triggered by single and combined abiotic (drought) and biotic (herbivory by caterpillars of P. rapae, infection by B. cinerea) stresses was analyzed by RNA sequencing (RNA-seq). Comparative analysis of plant gene expression triggered by single and double stresses revealed a complex transcriptional reprogramming. Mathematical modelling of transcriptomic data, in combination with Gene Ontology analysis highlighted biological processes specifically affected by single and double stresses (Chapters 3). For example, ethylene (ET) biosynthetic genes were induced at 12 h by B. cinerea alone or drought followed by B. cinerea inoculation. This induction was delayed when plants were pretreated with P. rapae by inducing ET biosynthetic genes only 18 hours post inoculation. Other processes affected by combined stresses include wound response, systemic acquired resistance (SAR), water deprivation and ABA response, and camalexin biosynthesis.  

In Chapter 4, we focused on the stress imposed by P. rapae herbivory alone or in combination with prior exposure to drought or infection with B. cinerea. We found that pre-exposure to drought stress or B. cinerea infection resulted in a significantly different timing of the caterpillar-induced transcriptional changes. Additionally, the combination of drought and P. rapae induced an extensive downregulation of A. thaliana genes involved in defence against pathogens. Despite the larger reduction in plant biomass observed for plants exposed to drought plus P. rapae feeding compared to P. rapae feeding alone, this did not affect weight gain of this specialist caterpillar.

In Chapter 5, we used univariate GWA to (1) understand the genetic architecture of resistance to the different stresses and (2) identify regions of the genome and possible candidate genes associated with variation in resistance to those stresses. In Chapter 5 a subset of the stresses addressed in Chapter 1 (i.e. drought, herbivory by P. rapae and P. xylostella, and the combined stresses drought plus P. rapae and B. cinerea plus P. rapae) were investigated. Results from GWA were integrated with expression data generated in Chapters 3 and 4 or available from the literature. We identified differences in genetic architecture and QTLs underlying variation in resistance to (1) P. rapae andP. xylostella and (2) resistance to P. rapae and combined stresses drought plus P. rapae and B. cinerea plus P. rapae. Furthermore, several of the QTLs identified contained genes that were differentially expressed in response to the relevant stress. For example, for P. xylostella one of the QTLs contained only two genes encoding cysteine proteases (CP1 and CP2). The expression data indicated that these genes were induced by P. rapae and P. xylostella herbivory.

In Chapter 6, the genetic architecture underlying plant resistance to 11 single stresses and some of their combinations was investigated. First, the genetic commonality underlying responses to different stresses was investigated by means of genetic correlations,, revealing that stresses that share phytohormonal signaling pathways also share part of their genetic architecture. For instance, a strong negative genetic correlation was observed between SA and JA inducers. Furthermore, multi-trait GWA identified candidate genes influencing the response to more than one stress. For example, a functional RMG1 gene seems to be associated with susceptibility to herbivory by P. rapae and osmotic stress since loss of function mutants in RMG1 displayed higher resistance to both stresses. Finally, multi-trait GWA was used to identify QTLs with contrasting and with similar effects on the response to (a) biotic or abiotic stresses and (b) belowground or aboveground stresses.     

Finally, In Chapter 7, I discuss the feasibility of obtaining plants that are resistant to multiple stresses from the point of view of genetic trade-offs and experimental limitations. The ecogenomic approach for gene discovery taken in this thesis is discussed, and recommendations are especially given on the use of herbivorous insects in quantitative genetic studies of stress resistance. Furthermore, alternatives to the use of insects in quantitative genetic studies of stress resistance are discussed and proposed. Finally, I discuss the feasibility of using an ecogenomic approach to study stress responses in other plant species than the model plant of molecular genetics, A. thaliana.

A wealth of candidate genes was generated by taking an ecogenomic approach, in particular transcriptome analysis and GWA analysis. Functional characterization of these genes is a next challenge, especially in the context of multiple stress situations. These genes constitute a rich source of potential factors important for resistance to abiotic, biotic and combined stresses that in the future may be applied for crop improvement.

Original languageEnglish
QualificationDoctor of Philosophy
Awarding Institution
  • Wageningen University
Supervisors/Advisors
  • Dicke, Marcel, Promotor
  • van Loon, Joop, Promotor
Award date26 Feb 2016
Place of PublicationWageningen
Publisher
Print ISBNs9789462576575
Publication statusPublished - 2016

Fingerprint

Pieris rapae
biotic stress
abiotic stress
Botrytis cinerea
drought
Arabidopsis thaliana
herbivores
insect larvae
stress response
Plutella xylostella
genes
water stress
transcriptomics
plant hormones
genome
quantitative trait loci
insect genetics
infection
quantitative genetics
Thysanoptera

Keywords

  • 016-3932
  • arabidopsis thaliana
  • defence mechanisms
  • drought resistance
  • insect pests
  • plant pathogenic fungi
  • stress
  • stress response
  • transcriptomics
  • genomics
  • genetic mapping

Cite this

Davila Olivas, N. H. (2016). Ecogenomics of plant resistance to biotic and abiotic stresses. Wageningen: Wageningen University.
Davila Olivas, N.H.. / Ecogenomics of plant resistance to biotic and abiotic stresses. Wageningen : Wageningen University, 2016. 259 p.
@phdthesis{9e65894c37704261bf63f75d269a99f2,
title = "Ecogenomics of plant resistance to biotic and abiotic stresses",
abstract = "Summary In natural and agricultural ecosystems, plants are exposed to a wide diversity of abiotic and biotic stresses such as drought, salinity, pathogens and insect herbivores. Under natural conditions, these stresses do not occur in isolation but commonly occur simultaneously. However, plants have developed sophisticated mechanisms to survive and reproduce under suboptimal conditions. Genetic screenings and molecular genetic assays have shed light on the molecular players that provide resistance to single biotic and abiotic stresses. Induced defenses are attacker specific and phytohormones play an essential role in tailoring these defense responses. Because phytohormones display antagonistic and synergistic interactions, the question emerges how plants elicit an effective defense response when exposed to conflicting signals under multiple attack. Recent studies have shed light on this issue by studying the effects of combinations of stresses at the phenotypic, transcriptomic and genetic level. These studies have concluded that the responses to combined stresses can often not be predicted based on information about responses to the single stress situations or the phytohormones involved. Thus, combined stresses are starting to be regarded as a different state of stress in the plant. Studying the effects of combinations of stresses is relevant since they are more representative of the type of stresses experienced by plants in natural conditions. In a coordinated effort, responses of Arabidopsis thaliana to a range of abiotic and biotic stresses and stress combinations have been explored at the genetic, phenotypic, and transcriptional level. For this purpose we used an ecogenomic approach in which we integrated the assessment of phenotypic variation and Genome-Wide Association (GWA) analysis for a large number of A. thaliana accessions with an in-depth transcriptional analysis. The focus of this thesis is especially on (but not limited to) three stresses, i.e. drought, herbivory by Pieris rapae caterpillars, and infection by the necrotrophic fungal pathogen Botrytis cinerea. These stresses were chosen because the responses of A. thaliana to these three stresses are highly divergent but at the same time regulated by the plant hormones JA and/or ABA. Consequently, analysis of responses to combinatorial stresses is likely to yield information on signaling nodes that are involved in tailoring the plant’s adaptive response to combinations of these stresses. Responses of A. thaliana to other biotic and abiotic stresses are included in an integrative study (Chapter 6). We first investigated (Chapter 2) the extent of natural variation in the response to one abiotic stress (drought), four biotic stresses (Pieris rapae caterpillars, Plutella xylostella caterpillars, Frankliniella occidentalis thrips, Myzus persicae aphids) and two combined stresses (drought plus P. rapae, and B. cinerea plus P. rapae). Using 308 A. thaliana accessions originating from Europe, the native range of the species, we focused on the eco-evolutionary context of stress responses. We analyzed how the response to stress is influenced by geographical origin, genetic relatedness and life-cycle strategy, i.e. summer versus winter annual. We identified heritable genetic variation for responses to the different stresses. We found that winter annuals are more resistant to drought, aphids and thrips and summer annuals are more resistant to P. rapae and P. xylostella caterpillars and to the combined stresses of drought followed by P. rapae and infection by the fungus B. cinerea followed by herbivory by P. rapae. Furthermore, we found differential responses to drought along a longitudinal gradient. We further investigated, using A. thaliana accession Col-0, how phenotypic and whole-genome transcriptional responses to one stress are altered by a preceding or co-occurring stress (Chapters 3 and 4). The whole-transcriptomic profile of A. thaliana triggered by single and combined abiotic (drought) and biotic (herbivory by caterpillars of P. rapae, infection by B. cinerea) stresses was analyzed by RNA sequencing (RNA-seq). Comparative analysis of plant gene expression triggered by single and double stresses revealed a complex transcriptional reprogramming. Mathematical modelling of transcriptomic data, in combination with Gene Ontology analysis highlighted biological processes specifically affected by single and double stresses (Chapters 3). For example, ethylene (ET) biosynthetic genes were induced at 12 h by B. cinerea alone or drought followed by B. cinerea inoculation. This induction was delayed when plants were pretreated with P. rapae by inducing ET biosynthetic genes only 18 hours post inoculation. Other processes affected by combined stresses include wound response, systemic acquired resistance (SAR), water deprivation and ABA response, and camalexin biosynthesis.   In Chapter 4, we focused on the stress imposed by P. rapae herbivory alone or in combination with prior exposure to drought or infection with B. cinerea. We found that pre-exposure to drought stress or B. cinerea infection resulted in a significantly different timing of the caterpillar-induced transcriptional changes. Additionally, the combination of drought and P. rapae induced an extensive downregulation of A. thaliana genes involved in defence against pathogens. Despite the larger reduction in plant biomass observed for plants exposed to drought plus P. rapae feeding compared to P. rapae feeding alone, this did not affect weight gain of this specialist caterpillar. In Chapter 5, we used univariate GWA to (1) understand the genetic architecture of resistance to the different stresses and (2) identify regions of the genome and possible candidate genes associated with variation in resistance to those stresses. In Chapter 5 a subset of the stresses addressed in Chapter 1 (i.e. drought, herbivory by P. rapae and P. xylostella, and the combined stresses drought plus P. rapae and B. cinerea plus P. rapae) were investigated. Results from GWA were integrated with expression data generated in Chapters 3 and 4 or available from the literature. We identified differences in genetic architecture and QTLs underlying variation in resistance to (1) P. rapae andP. xylostella and (2) resistance to P. rapae and combined stresses drought plus P. rapae and B. cinerea plus P. rapae. Furthermore, several of the QTLs identified contained genes that were differentially expressed in response to the relevant stress. For example, for P. xylostella one of the QTLs contained only two genes encoding cysteine proteases (CP1 and CP2). The expression data indicated that these genes were induced by P. rapae and P. xylostella herbivory. In Chapter 6, the genetic architecture underlying plant resistance to 11 single stresses and some of their combinations was investigated. First, the genetic commonality underlying responses to different stresses was investigated by means of genetic correlations,, revealing that stresses that share phytohormonal signaling pathways also share part of their genetic architecture. For instance, a strong negative genetic correlation was observed between SA and JA inducers. Furthermore, multi-trait GWA identified candidate genes influencing the response to more than one stress. For example, a functional RMG1 gene seems to be associated with susceptibility to herbivory by P. rapae and osmotic stress since loss of function mutants in RMG1 displayed higher resistance to both stresses. Finally, multi-trait GWA was used to identify QTLs with contrasting and with similar effects on the response to (a) biotic or abiotic stresses and (b) belowground or aboveground stresses.      Finally, In Chapter 7, I discuss the feasibility of obtaining plants that are resistant to multiple stresses from the point of view of genetic trade-offs and experimental limitations. The ecogenomic approach for gene discovery taken in this thesis is discussed, and recommendations are especially given on the use of herbivorous insects in quantitative genetic studies of stress resistance. Furthermore, alternatives to the use of insects in quantitative genetic studies of stress resistance are discussed and proposed. Finally, I discuss the feasibility of using an ecogenomic approach to study stress responses in other plant species than the model plant of molecular genetics, A. thaliana. A wealth of candidate genes was generated by taking an ecogenomic approach, in particular transcriptome analysis and GWA analysis. Functional characterization of these genes is a next challenge, especially in the context of multiple stress situations. These genes constitute a rich source of potential factors important for resistance to abiotic, biotic and combined stresses that in the future may be applied for crop improvement.",
keywords = "016-3932, arabidopsis thaliana, defence mechanisms, drought resistance, insect pests, plant pathogenic fungi, stress, stress response, transcriptomics, genomics, genetic mapping, arabidopsis thaliana, verdedigingsmechanismen, droogteresistentie, insectenplagen, plantenziekteverwekkende schimmels, stress, stressreactie, transcriptomica, genomica, genetische kartering",
author = "{Davila Olivas}, N.H.",
note = "WU thesis 6290",
year = "2016",
language = "English",
isbn = "9789462576575",
publisher = "Wageningen University",
school = "Wageningen University",

}

Davila Olivas, NH 2016, 'Ecogenomics of plant resistance to biotic and abiotic stresses', Doctor of Philosophy, Wageningen University, Wageningen.

Ecogenomics of plant resistance to biotic and abiotic stresses. / Davila Olivas, N.H.

Wageningen : Wageningen University, 2016. 259 p.

Research output: Thesisinternal PhD, WUAcademic

TY - THES

T1 - Ecogenomics of plant resistance to biotic and abiotic stresses

AU - Davila Olivas, N.H.

N1 - WU thesis 6290

PY - 2016

Y1 - 2016

N2 - Summary In natural and agricultural ecosystems, plants are exposed to a wide diversity of abiotic and biotic stresses such as drought, salinity, pathogens and insect herbivores. Under natural conditions, these stresses do not occur in isolation but commonly occur simultaneously. However, plants have developed sophisticated mechanisms to survive and reproduce under suboptimal conditions. Genetic screenings and molecular genetic assays have shed light on the molecular players that provide resistance to single biotic and abiotic stresses. Induced defenses are attacker specific and phytohormones play an essential role in tailoring these defense responses. Because phytohormones display antagonistic and synergistic interactions, the question emerges how plants elicit an effective defense response when exposed to conflicting signals under multiple attack. Recent studies have shed light on this issue by studying the effects of combinations of stresses at the phenotypic, transcriptomic and genetic level. These studies have concluded that the responses to combined stresses can often not be predicted based on information about responses to the single stress situations or the phytohormones involved. Thus, combined stresses are starting to be regarded as a different state of stress in the plant. Studying the effects of combinations of stresses is relevant since they are more representative of the type of stresses experienced by plants in natural conditions. In a coordinated effort, responses of Arabidopsis thaliana to a range of abiotic and biotic stresses and stress combinations have been explored at the genetic, phenotypic, and transcriptional level. For this purpose we used an ecogenomic approach in which we integrated the assessment of phenotypic variation and Genome-Wide Association (GWA) analysis for a large number of A. thaliana accessions with an in-depth transcriptional analysis. The focus of this thesis is especially on (but not limited to) three stresses, i.e. drought, herbivory by Pieris rapae caterpillars, and infection by the necrotrophic fungal pathogen Botrytis cinerea. These stresses were chosen because the responses of A. thaliana to these three stresses are highly divergent but at the same time regulated by the plant hormones JA and/or ABA. Consequently, analysis of responses to combinatorial stresses is likely to yield information on signaling nodes that are involved in tailoring the plant’s adaptive response to combinations of these stresses. Responses of A. thaliana to other biotic and abiotic stresses are included in an integrative study (Chapter 6). We first investigated (Chapter 2) the extent of natural variation in the response to one abiotic stress (drought), four biotic stresses (Pieris rapae caterpillars, Plutella xylostella caterpillars, Frankliniella occidentalis thrips, Myzus persicae aphids) and two combined stresses (drought plus P. rapae, and B. cinerea plus P. rapae). Using 308 A. thaliana accessions originating from Europe, the native range of the species, we focused on the eco-evolutionary context of stress responses. We analyzed how the response to stress is influenced by geographical origin, genetic relatedness and life-cycle strategy, i.e. summer versus winter annual. We identified heritable genetic variation for responses to the different stresses. We found that winter annuals are more resistant to drought, aphids and thrips and summer annuals are more resistant to P. rapae and P. xylostella caterpillars and to the combined stresses of drought followed by P. rapae and infection by the fungus B. cinerea followed by herbivory by P. rapae. Furthermore, we found differential responses to drought along a longitudinal gradient. We further investigated, using A. thaliana accession Col-0, how phenotypic and whole-genome transcriptional responses to one stress are altered by a preceding or co-occurring stress (Chapters 3 and 4). The whole-transcriptomic profile of A. thaliana triggered by single and combined abiotic (drought) and biotic (herbivory by caterpillars of P. rapae, infection by B. cinerea) stresses was analyzed by RNA sequencing (RNA-seq). Comparative analysis of plant gene expression triggered by single and double stresses revealed a complex transcriptional reprogramming. Mathematical modelling of transcriptomic data, in combination with Gene Ontology analysis highlighted biological processes specifically affected by single and double stresses (Chapters 3). For example, ethylene (ET) biosynthetic genes were induced at 12 h by B. cinerea alone or drought followed by B. cinerea inoculation. This induction was delayed when plants were pretreated with P. rapae by inducing ET biosynthetic genes only 18 hours post inoculation. Other processes affected by combined stresses include wound response, systemic acquired resistance (SAR), water deprivation and ABA response, and camalexin biosynthesis.   In Chapter 4, we focused on the stress imposed by P. rapae herbivory alone or in combination with prior exposure to drought or infection with B. cinerea. We found that pre-exposure to drought stress or B. cinerea infection resulted in a significantly different timing of the caterpillar-induced transcriptional changes. Additionally, the combination of drought and P. rapae induced an extensive downregulation of A. thaliana genes involved in defence against pathogens. Despite the larger reduction in plant biomass observed for plants exposed to drought plus P. rapae feeding compared to P. rapae feeding alone, this did not affect weight gain of this specialist caterpillar. In Chapter 5, we used univariate GWA to (1) understand the genetic architecture of resistance to the different stresses and (2) identify regions of the genome and possible candidate genes associated with variation in resistance to those stresses. In Chapter 5 a subset of the stresses addressed in Chapter 1 (i.e. drought, herbivory by P. rapae and P. xylostella, and the combined stresses drought plus P. rapae and B. cinerea plus P. rapae) were investigated. Results from GWA were integrated with expression data generated in Chapters 3 and 4 or available from the literature. We identified differences in genetic architecture and QTLs underlying variation in resistance to (1) P. rapae andP. xylostella and (2) resistance to P. rapae and combined stresses drought plus P. rapae and B. cinerea plus P. rapae. Furthermore, several of the QTLs identified contained genes that were differentially expressed in response to the relevant stress. For example, for P. xylostella one of the QTLs contained only two genes encoding cysteine proteases (CP1 and CP2). The expression data indicated that these genes were induced by P. rapae and P. xylostella herbivory. In Chapter 6, the genetic architecture underlying plant resistance to 11 single stresses and some of their combinations was investigated. First, the genetic commonality underlying responses to different stresses was investigated by means of genetic correlations,, revealing that stresses that share phytohormonal signaling pathways also share part of their genetic architecture. For instance, a strong negative genetic correlation was observed between SA and JA inducers. Furthermore, multi-trait GWA identified candidate genes influencing the response to more than one stress. For example, a functional RMG1 gene seems to be associated with susceptibility to herbivory by P. rapae and osmotic stress since loss of function mutants in RMG1 displayed higher resistance to both stresses. Finally, multi-trait GWA was used to identify QTLs with contrasting and with similar effects on the response to (a) biotic or abiotic stresses and (b) belowground or aboveground stresses.      Finally, In Chapter 7, I discuss the feasibility of obtaining plants that are resistant to multiple stresses from the point of view of genetic trade-offs and experimental limitations. The ecogenomic approach for gene discovery taken in this thesis is discussed, and recommendations are especially given on the use of herbivorous insects in quantitative genetic studies of stress resistance. Furthermore, alternatives to the use of insects in quantitative genetic studies of stress resistance are discussed and proposed. Finally, I discuss the feasibility of using an ecogenomic approach to study stress responses in other plant species than the model plant of molecular genetics, A. thaliana. A wealth of candidate genes was generated by taking an ecogenomic approach, in particular transcriptome analysis and GWA analysis. Functional characterization of these genes is a next challenge, especially in the context of multiple stress situations. These genes constitute a rich source of potential factors important for resistance to abiotic, biotic and combined stresses that in the future may be applied for crop improvement.

AB - Summary In natural and agricultural ecosystems, plants are exposed to a wide diversity of abiotic and biotic stresses such as drought, salinity, pathogens and insect herbivores. Under natural conditions, these stresses do not occur in isolation but commonly occur simultaneously. However, plants have developed sophisticated mechanisms to survive and reproduce under suboptimal conditions. Genetic screenings and molecular genetic assays have shed light on the molecular players that provide resistance to single biotic and abiotic stresses. Induced defenses are attacker specific and phytohormones play an essential role in tailoring these defense responses. Because phytohormones display antagonistic and synergistic interactions, the question emerges how plants elicit an effective defense response when exposed to conflicting signals under multiple attack. Recent studies have shed light on this issue by studying the effects of combinations of stresses at the phenotypic, transcriptomic and genetic level. These studies have concluded that the responses to combined stresses can often not be predicted based on information about responses to the single stress situations or the phytohormones involved. Thus, combined stresses are starting to be regarded as a different state of stress in the plant. Studying the effects of combinations of stresses is relevant since they are more representative of the type of stresses experienced by plants in natural conditions. In a coordinated effort, responses of Arabidopsis thaliana to a range of abiotic and biotic stresses and stress combinations have been explored at the genetic, phenotypic, and transcriptional level. For this purpose we used an ecogenomic approach in which we integrated the assessment of phenotypic variation and Genome-Wide Association (GWA) analysis for a large number of A. thaliana accessions with an in-depth transcriptional analysis. The focus of this thesis is especially on (but not limited to) three stresses, i.e. drought, herbivory by Pieris rapae caterpillars, and infection by the necrotrophic fungal pathogen Botrytis cinerea. These stresses were chosen because the responses of A. thaliana to these three stresses are highly divergent but at the same time regulated by the plant hormones JA and/or ABA. Consequently, analysis of responses to combinatorial stresses is likely to yield information on signaling nodes that are involved in tailoring the plant’s adaptive response to combinations of these stresses. Responses of A. thaliana to other biotic and abiotic stresses are included in an integrative study (Chapter 6). We first investigated (Chapter 2) the extent of natural variation in the response to one abiotic stress (drought), four biotic stresses (Pieris rapae caterpillars, Plutella xylostella caterpillars, Frankliniella occidentalis thrips, Myzus persicae aphids) and two combined stresses (drought plus P. rapae, and B. cinerea plus P. rapae). Using 308 A. thaliana accessions originating from Europe, the native range of the species, we focused on the eco-evolutionary context of stress responses. We analyzed how the response to stress is influenced by geographical origin, genetic relatedness and life-cycle strategy, i.e. summer versus winter annual. We identified heritable genetic variation for responses to the different stresses. We found that winter annuals are more resistant to drought, aphids and thrips and summer annuals are more resistant to P. rapae and P. xylostella caterpillars and to the combined stresses of drought followed by P. rapae and infection by the fungus B. cinerea followed by herbivory by P. rapae. Furthermore, we found differential responses to drought along a longitudinal gradient. We further investigated, using A. thaliana accession Col-0, how phenotypic and whole-genome transcriptional responses to one stress are altered by a preceding or co-occurring stress (Chapters 3 and 4). The whole-transcriptomic profile of A. thaliana triggered by single and combined abiotic (drought) and biotic (herbivory by caterpillars of P. rapae, infection by B. cinerea) stresses was analyzed by RNA sequencing (RNA-seq). Comparative analysis of plant gene expression triggered by single and double stresses revealed a complex transcriptional reprogramming. Mathematical modelling of transcriptomic data, in combination with Gene Ontology analysis highlighted biological processes specifically affected by single and double stresses (Chapters 3). For example, ethylene (ET) biosynthetic genes were induced at 12 h by B. cinerea alone or drought followed by B. cinerea inoculation. This induction was delayed when plants were pretreated with P. rapae by inducing ET biosynthetic genes only 18 hours post inoculation. Other processes affected by combined stresses include wound response, systemic acquired resistance (SAR), water deprivation and ABA response, and camalexin biosynthesis.   In Chapter 4, we focused on the stress imposed by P. rapae herbivory alone or in combination with prior exposure to drought or infection with B. cinerea. We found that pre-exposure to drought stress or B. cinerea infection resulted in a significantly different timing of the caterpillar-induced transcriptional changes. Additionally, the combination of drought and P. rapae induced an extensive downregulation of A. thaliana genes involved in defence against pathogens. Despite the larger reduction in plant biomass observed for plants exposed to drought plus P. rapae feeding compared to P. rapae feeding alone, this did not affect weight gain of this specialist caterpillar. In Chapter 5, we used univariate GWA to (1) understand the genetic architecture of resistance to the different stresses and (2) identify regions of the genome and possible candidate genes associated with variation in resistance to those stresses. In Chapter 5 a subset of the stresses addressed in Chapter 1 (i.e. drought, herbivory by P. rapae and P. xylostella, and the combined stresses drought plus P. rapae and B. cinerea plus P. rapae) were investigated. Results from GWA were integrated with expression data generated in Chapters 3 and 4 or available from the literature. We identified differences in genetic architecture and QTLs underlying variation in resistance to (1) P. rapae andP. xylostella and (2) resistance to P. rapae and combined stresses drought plus P. rapae and B. cinerea plus P. rapae. Furthermore, several of the QTLs identified contained genes that were differentially expressed in response to the relevant stress. For example, for P. xylostella one of the QTLs contained only two genes encoding cysteine proteases (CP1 and CP2). The expression data indicated that these genes were induced by P. rapae and P. xylostella herbivory. In Chapter 6, the genetic architecture underlying plant resistance to 11 single stresses and some of their combinations was investigated. First, the genetic commonality underlying responses to different stresses was investigated by means of genetic correlations,, revealing that stresses that share phytohormonal signaling pathways also share part of their genetic architecture. For instance, a strong negative genetic correlation was observed between SA and JA inducers. Furthermore, multi-trait GWA identified candidate genes influencing the response to more than one stress. For example, a functional RMG1 gene seems to be associated with susceptibility to herbivory by P. rapae and osmotic stress since loss of function mutants in RMG1 displayed higher resistance to both stresses. Finally, multi-trait GWA was used to identify QTLs with contrasting and with similar effects on the response to (a) biotic or abiotic stresses and (b) belowground or aboveground stresses.      Finally, In Chapter 7, I discuss the feasibility of obtaining plants that are resistant to multiple stresses from the point of view of genetic trade-offs and experimental limitations. The ecogenomic approach for gene discovery taken in this thesis is discussed, and recommendations are especially given on the use of herbivorous insects in quantitative genetic studies of stress resistance. Furthermore, alternatives to the use of insects in quantitative genetic studies of stress resistance are discussed and proposed. Finally, I discuss the feasibility of using an ecogenomic approach to study stress responses in other plant species than the model plant of molecular genetics, A. thaliana. A wealth of candidate genes was generated by taking an ecogenomic approach, in particular transcriptome analysis and GWA analysis. Functional characterization of these genes is a next challenge, especially in the context of multiple stress situations. These genes constitute a rich source of potential factors important for resistance to abiotic, biotic and combined stresses that in the future may be applied for crop improvement.

KW - 016-3932

KW - arabidopsis thaliana

KW - defence mechanisms

KW - drought resistance

KW - insect pests

KW - plant pathogenic fungi

KW - stress

KW - stress response

KW - transcriptomics

KW - genomics

KW - genetic mapping

KW - arabidopsis thaliana

KW - verdedigingsmechanismen

KW - droogteresistentie

KW - insectenplagen

KW - plantenziekteverwekkende schimmels

KW - stress

KW - stressreactie

KW - transcriptomica

KW - genomica

KW - genetische kartering

M3 - internal PhD, WU

SN - 9789462576575

PB - Wageningen University

CY - Wageningen

ER -

Davila Olivas NH. Ecogenomics of plant resistance to biotic and abiotic stresses. Wageningen: Wageningen University, 2016. 259 p.