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Monitoring Forest Damage with Mass Spectrometry-Based Metabolomics Methods Understand forest responses to climate change with this timely introduction Forests are among the most critical parts of our global ecosystem, responsible for the air we breathe, home to most of the earth's species, and crucial sources of food and raw materials. Forest development is therefore one of the most important areas of ecological study, and damage to forests is potentially existential. Metabolomics, a toolkit which accrues data on interactions between genetic and environmental conditions, promises to advance…mehr
Monitoring Forest Damage with Mass Spectrometry-Based Metabolomics Methods Understand forest responses to climate change with this timely introduction Forests are among the most critical parts of our global ecosystem, responsible for the air we breathe, home to most of the earth's species, and crucial sources of food and raw materials. Forest development is therefore one of the most important areas of ecological study, and damage to forests is potentially existential. Metabolomics, a toolkit which accrues data on interactions between genetic and environmental conditions, promises to advance our understanding of how these vital ecosystems respond to dramatic changes in climate and environment. Monitoring Forest Damage with Mass Spectrometry-Based Metabolomics Methods offers a thorough, accessible discussion of metabolomic techniques and their applications in forest tree research. It promises to enrich the reader's understanding of how forests are being transformed by globe-spanning changes, and to arm researchers with tools for reacting to these potentially epochal developments. Monitoring Forest Damage with Mass Spectrometry-Based Metabolomics Methods readers will also find: * Analysis of specialized secondary metabolites such as phytohormones * Detailed discussion of ecologically important tree genera such as Pinus, Populus, Quercus, and many more * Supplementary materials related to study design, sample preparation, and instrumental analysis protocols Monitoring Forest Damage with Mass Spectrometry-Based Metabolomics Methods is ideal for researchers in analytical chemistry, mass spectrometry, metabolomics, forest research, the life sciences, and all other related fields.
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Autorenporträt
Carla António, PhD, leads the Plant Metabolomics Lab at the University of Lisbon, Portugal. She has published extensively on the mass-spectrometry based metabolomics of plant abiotic and biotic stress responses.
Inhaltsangabe
List of Contributors xiii Preface xix 1 Forest Tree Metabolomics Under a Changing Climate 1 AnaMargarida Rodrigues and Carla António 1.1 Introduction 1 1.2 Forest Damage 2 1.3 Forest Tree Metabolomics 5 1.4 Conclusion and Future Perspectives 7 2 ExperimentalMethodology for Clonal Forest Research 15 Isabel Carrasquinho and Elsa Gonçalves 2.1 Introduction 15 2.2 Defining the Objectives of an Experiment 16 2.3 Sampling Strategies to Represent the Species 17 2.4 Planning and Establishing the Experimental Design 17 2.5 Examples of the Implementation of Field Trials to Quantify Genetic Variability within a Species 19 2.6 Statistical Analysis and Quantification of Genetic Variability within a Species 25 2.7 Conclusions 27 3 Sample Preparation for Forest TreeMetabolomics 35 Pia Guadalupe Dominguez, Thaís Regiani Cataldi, Ilka Nacif Abreu, Thomas Moritz, and Ilara Gabriela Frasson Budzinski 3.1 Experimental Design for Metabolomics 35 3.2 Sampling and Quenching of Tree Tissue Material 37 3.3 Labeling of Tree Tissues 46 3.4 Metabolite Extraction and Mass Spectrometry-Based Metabolite Analysis 50 3.5 Conclusions 55 4 Systems Biology as a Tool to Uncover Interdisciplinary Links within the Complex Forest Tree System 71 Pia Guadalupe Dominguez, Ilka Nacif Abreu, ThomasMoritz, and Ilara Gabriela Frasson Budzinski 4.1 Systems Biology 71 4.2 Strategies for Data Integration and Network Analysis 72 4.3 Integration of Genomics and Metabolomics Data 82 4.4 Systems Biology to Provide Clues for Metabolite Annotation in Different Tree Species in Recent Years 91 4.5 Challenges in IntegratingMetabolomics and Other Omics 93 4.6 Conclusion and Future Perspectives 94 5 AWorkflow for Metabolomics of Forest Tree Biotic Stress Response and Applications for Management 109 Anna O. Conrad, Caterina Villari, and Pierluigi Bonello 5.1 Introduction 109 5.2 Methods 111 5.3 Application 116 5.4 Case Studies 117 5.5 Conclusions and Future Perspectives 119 6 Analysis of Volatile Organic Compounds 127 Andrea Ghirardo and Federico Brilli 6.1 Plant Volatile Organic Compounds 127 6.2 Methodologies for Detecting Plant VOCs 136 6.3 Analytical Systems for Measuring Plant VOCs 140 6.4 Concluding Remarks and Future Perspectives 167 7 Assessing Specialized Metabolites in Tree Bark Using Wide-Targeted LC-MS Analysis 187 Maria Kenosis Emmanuelle Galingay Lachica,MutsumiWatanabe, and Takayuki Tohge 7.1 Introduction 187 7.2 Materials and Methods 189 7.3 Data Analysis 192 7.4 Data Interpretation 198 7.5 Conclusions and Future Perspectives 199 8 Plant Hormone Analysis in Forest Tree Species 205 Eva Cañizares, Juan Manuel Acién,Miguel González-Guzmán, and Vicent Arbona 8.1 Importance of Forest Tree Species 205 8.2 Plant Hormones andTheir Roles in Plant Physiology, Biochemistry, and Development 208 8.3 Forest Tree Sampling 213 8.4 AnalyticalMethods for Plant Hormone Analysis and Profiling 217 8.5 Applications of Plant Hormone Profiling to Understand Forest Tree Physiology 222 8.6 Future Prospects in Plant Hormone Analysis 225 9 Metabolomics of Nutrient-Deprived Forest Trees 235 Sara Adrián Lopez de Andrade, Vinícius Henrique de Oliveira, and PauloMazzafera 9.1 Introduction 235 9.2 Macronutrient Deficiency andWood Production 237 9.3 General Use of Mass Spectrometry-Based Metabolomics to Study Wood 244 9.4 Tree Nutrition and Metabolome 248 9.5 Final Remarks 253 10 The Impact of Drought on PlantMetabolism in Quercus Species - From Initial Response to Recovery 267 Juan Sobrino-Plata, Francisco Javier Cano, Ismael Aranda, María Brígida Fernández de Simón, and Jesús Rodríguez-Calcerrada 10.1 Introduction 267 10.2 PrimaryMetabolic Pathways and Metabolite Levels 276 10.3 Secondary Metabolic Pathways and Metabolite Levels 282 10.4 The Transport of Metabolites within the Plant - Transport Rates and Sap Composition 285 10.5 The Release of Metabolites Outside the Plant 288 10.6 Conclusions 293 11 Metabolomics of Forest Tree Responses to Fluctuations of Temperature and Elevated Atmospheric CO2 315 Fernanda Rezende Castro-Moretti, Daniela Feltrim, Sara Adrián Lopez de Andrade, and PauloMazzafera 11.1 Introduction 315 11.2 Metabolic Response of Trees to Temperature Changes 318 11.3 Temperature Effect on Primary Metabolism 319 11.4 Temperature Effect on SecondaryMetabolism 321 11.5 Effects of Elevated CO2 on Tree Metabolism 323 11.6 CO2 Effects on Isoprene Emissions 327 11.7 CO2 and Plant Productivity 327 11.8 Acclimation After a Long Period of CO2 Exposure 328 11.9 The Interactive Effect of Elevated CO2 and High Temperature in Trees 328 11.10 Conclusions and Future Perspectives 331 12 Integration of Primary Metabolism with Physiological and Anatomical Data to Assess Dutch Elm Disease Susceptibility in Three Elm Species - A Case Study 343 Jesús Rodríguez-Calcerrada, AnaMargarida Rodrigues, Carla António, Rosana López, Jorge Domínguez, Juan Sobrino-Plata, Luis Gil, and Juan Antonio Martín 12.1 Impacts of Dutch Elm Disease on Plant Metabolism and Its Modulation by Climate 343 12.2 Material and Methods 348 12.3 Results 356 12.4 Discussion 373 12.5 Conclusions 377 13 Metabolomics of Pinus spp. in Response to Pinewood Nematode Infection 389 AnaMargarida Rodrigues, Marta Nunes da Silva, Marta Vasconcelos, and Carla António 13.1 Introduction 389 13.2 Mass Spectrometry-Based Metabolite Responses to Pinewood Nematode Infection 391 13.3 Disease Management 398 13.4 Conclusions and Future Perspectives 407 References 408 Index 421
List of Contributors xiii Preface xix 1 Forest Tree Metabolomics Under a Changing Climate 1 AnaMargarida Rodrigues and Carla António 1.1 Introduction 1 1.2 Forest Damage 2 1.3 Forest Tree Metabolomics 5 1.4 Conclusion and Future Perspectives 7 2 ExperimentalMethodology for Clonal Forest Research 15 Isabel Carrasquinho and Elsa Gonçalves 2.1 Introduction 15 2.2 Defining the Objectives of an Experiment 16 2.3 Sampling Strategies to Represent the Species 17 2.4 Planning and Establishing the Experimental Design 17 2.5 Examples of the Implementation of Field Trials to Quantify Genetic Variability within a Species 19 2.6 Statistical Analysis and Quantification of Genetic Variability within a Species 25 2.7 Conclusions 27 3 Sample Preparation for Forest TreeMetabolomics 35 Pia Guadalupe Dominguez, Thaís Regiani Cataldi, Ilka Nacif Abreu, Thomas Moritz, and Ilara Gabriela Frasson Budzinski 3.1 Experimental Design for Metabolomics 35 3.2 Sampling and Quenching of Tree Tissue Material 37 3.3 Labeling of Tree Tissues 46 3.4 Metabolite Extraction and Mass Spectrometry-Based Metabolite Analysis 50 3.5 Conclusions 55 4 Systems Biology as a Tool to Uncover Interdisciplinary Links within the Complex Forest Tree System 71 Pia Guadalupe Dominguez, Ilka Nacif Abreu, ThomasMoritz, and Ilara Gabriela Frasson Budzinski 4.1 Systems Biology 71 4.2 Strategies for Data Integration and Network Analysis 72 4.3 Integration of Genomics and Metabolomics Data 82 4.4 Systems Biology to Provide Clues for Metabolite Annotation in Different Tree Species in Recent Years 91 4.5 Challenges in IntegratingMetabolomics and Other Omics 93 4.6 Conclusion and Future Perspectives 94 5 AWorkflow for Metabolomics of Forest Tree Biotic Stress Response and Applications for Management 109 Anna O. Conrad, Caterina Villari, and Pierluigi Bonello 5.1 Introduction 109 5.2 Methods 111 5.3 Application 116 5.4 Case Studies 117 5.5 Conclusions and Future Perspectives 119 6 Analysis of Volatile Organic Compounds 127 Andrea Ghirardo and Federico Brilli 6.1 Plant Volatile Organic Compounds 127 6.2 Methodologies for Detecting Plant VOCs 136 6.3 Analytical Systems for Measuring Plant VOCs 140 6.4 Concluding Remarks and Future Perspectives 167 7 Assessing Specialized Metabolites in Tree Bark Using Wide-Targeted LC-MS Analysis 187 Maria Kenosis Emmanuelle Galingay Lachica,MutsumiWatanabe, and Takayuki Tohge 7.1 Introduction 187 7.2 Materials and Methods 189 7.3 Data Analysis 192 7.4 Data Interpretation 198 7.5 Conclusions and Future Perspectives 199 8 Plant Hormone Analysis in Forest Tree Species 205 Eva Cañizares, Juan Manuel Acién,Miguel González-Guzmán, and Vicent Arbona 8.1 Importance of Forest Tree Species 205 8.2 Plant Hormones andTheir Roles in Plant Physiology, Biochemistry, and Development 208 8.3 Forest Tree Sampling 213 8.4 AnalyticalMethods for Plant Hormone Analysis and Profiling 217 8.5 Applications of Plant Hormone Profiling to Understand Forest Tree Physiology 222 8.6 Future Prospects in Plant Hormone Analysis 225 9 Metabolomics of Nutrient-Deprived Forest Trees 235 Sara Adrián Lopez de Andrade, Vinícius Henrique de Oliveira, and PauloMazzafera 9.1 Introduction 235 9.2 Macronutrient Deficiency andWood Production 237 9.3 General Use of Mass Spectrometry-Based Metabolomics to Study Wood 244 9.4 Tree Nutrition and Metabolome 248 9.5 Final Remarks 253 10 The Impact of Drought on PlantMetabolism in Quercus Species - From Initial Response to Recovery 267 Juan Sobrino-Plata, Francisco Javier Cano, Ismael Aranda, María Brígida Fernández de Simón, and Jesús Rodríguez-Calcerrada 10.1 Introduction 267 10.2 PrimaryMetabolic Pathways and Metabolite Levels 276 10.3 Secondary Metabolic Pathways and Metabolite Levels 282 10.4 The Transport of Metabolites within the Plant - Transport Rates and Sap Composition 285 10.5 The Release of Metabolites Outside the Plant 288 10.6 Conclusions 293 11 Metabolomics of Forest Tree Responses to Fluctuations of Temperature and Elevated Atmospheric CO2 315 Fernanda Rezende Castro-Moretti, Daniela Feltrim, Sara Adrián Lopez de Andrade, and PauloMazzafera 11.1 Introduction 315 11.2 Metabolic Response of Trees to Temperature Changes 318 11.3 Temperature Effect on Primary Metabolism 319 11.4 Temperature Effect on SecondaryMetabolism 321 11.5 Effects of Elevated CO2 on Tree Metabolism 323 11.6 CO2 Effects on Isoprene Emissions 327 11.7 CO2 and Plant Productivity 327 11.8 Acclimation After a Long Period of CO2 Exposure 328 11.9 The Interactive Effect of Elevated CO2 and High Temperature in Trees 328 11.10 Conclusions and Future Perspectives 331 12 Integration of Primary Metabolism with Physiological and Anatomical Data to Assess Dutch Elm Disease Susceptibility in Three Elm Species - A Case Study 343 Jesús Rodríguez-Calcerrada, AnaMargarida Rodrigues, Carla António, Rosana López, Jorge Domínguez, Juan Sobrino-Plata, Luis Gil, and Juan Antonio Martín 12.1 Impacts of Dutch Elm Disease on Plant Metabolism and Its Modulation by Climate 343 12.2 Material and Methods 348 12.3 Results 356 12.4 Discussion 373 12.5 Conclusions 377 13 Metabolomics of Pinus spp. in Response to Pinewood Nematode Infection 389 AnaMargarida Rodrigues, Marta Nunes da Silva, Marta Vasconcelos, and Carla António 13.1 Introduction 389 13.2 Mass Spectrometry-Based Metabolite Responses to Pinewood Nematode Infection 391 13.3 Disease Management 398 13.4 Conclusions and Future Perspectives 407 References 408 Index 421
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