1
|
Julca I, Tan QW, Mutwil M. Toward kingdom-wide analyses of gene expression. TRENDS IN PLANT SCIENCE 2023; 28:235-249. [PMID: 36344371 DOI: 10.1016/j.tplants.2022.09.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/22/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
Gene expression data for Archaeplastida are accumulating exponentially, with more than 300 000 RNA-sequencing (RNA-seq) experiments available for hundreds of species. The gene expression data stem from thousands of experiments that capture gene expression in various organs, tissues, cell types, (a)biotic perturbations, and genotypes. Advances in software tools make it possible to process all these data in a matter of weeks on modern office computers, giving us the possibility to study gene expression in a kingdom-wide manner for the first time. We discuss how the expression data can be accessed and processed and outline analyses that take advantage of cross-species analyses, allowing us to generate powerful and robust hypotheses about gene function and evolution.
Collapse
Affiliation(s)
- Irene Julca
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
| | - Qiao Wen Tan
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
| | - Marek Mutwil
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore.
| |
Collapse
|
2
|
Abd-Elgawad MMM. Exploiting Plant-Phytonematode Interactions to Upgrade Safe and Effective Nematode Control. LIFE (BASEL, SWITZERLAND) 2022; 12:life12111916. [PMID: 36431051 PMCID: PMC9693997 DOI: 10.3390/life12111916] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/10/2022] [Accepted: 11/12/2022] [Indexed: 11/19/2022]
Abstract
Plant-parasitic nematodes (PPNs) bring about substantial losses of economic crops globally. With the environmental and health issues facing the use of chemical nematicides, research efforts should focus on providing economically effective and safe control methods. The sound exploitation of plant-PPN interactions is fundamental to such efforts. Initially, proper sampling and extraction techniques should be followed to avoid misleading nematode data. Recent evolutions in plant-PPN interactions can make use of diverse non-molecular and molecular approaches to boost plant defenses. Therefore, PPN control and increasing crop yields through single, sequential, dual-purpose, and simultaneous applications of agricultural inputs, including biocontrol agents, should be seriously attempted, especially within IPM schemes. The use of biologicals would ideally be facilitated by production practices to solve related issues. The full investment of such interactions should employ new views of interdisciplinary specialties in the relevant modern disciplines to optimize the PPN management. Having an accurate grasp of the related molecular events will help in developing tools for PPN control. Nonetheless, the currently investigated molecular plant-PPN interactions favoring plant responses, e.g., resistance genes, RNA interference, marker-assisted selection, proteinase inhibitors, chemo-disruptive peptides, and plant-incorporated protectants, are key factors to expanding reliable management. They may be applied on broader scales for a substantial improvement in crop yields.
Collapse
Affiliation(s)
- Mahfouz M M Abd-Elgawad
- Plant Pathology Department, Agricultural and Biological Research Institute, National Research Centre, El-Behooth St., Dokki, Giza 12622, Egypt
| |
Collapse
|
3
|
Understanding Molecular Plant–Nematode Interactions to Develop Alternative Approaches for Nematode Control. PLANTS 2022; 11:plants11162141. [PMID: 36015444 PMCID: PMC9415668 DOI: 10.3390/plants11162141] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/04/2022] [Accepted: 08/09/2022] [Indexed: 12/26/2022]
Abstract
Developing control measures of plant-parasitic nematodes (PPNs) rank high as they cause big crop losses globally. The growing awareness of numerous unsafe chemical nematicides and the defects found in their alternatives are calling for rational molecular control of the nematodes. This control focuses on using genetically based plant resistance and exploiting molecular mechanisms underlying plant–nematode interactions. Rapid and significant advances in molecular techniques such as high-quality genome sequencing, interfering RNA (RNAi) and gene editing can offer a better grasp of these interactions. Efficient tools and resources emanating from such interactions are highlighted herein while issues in using them are summarized. Their revision clearly indicates the dire need to further upgrade knowledge about the mechanisms involved in host-specific susceptibility/resistance mediated by PPN effectors, resistance genes, or quantitative trait loci to boost their effective and sustainable use in economically important plant species. Therefore, it is suggested herein to employ the impacts of these techniques on a case-by-case basis. This will allow us to track and optimize PPN control according to the actual variables. It would enable us to precisely fix the factors governing the gene functions and expressions and combine them with other PPN control tactics into integrated management.
Collapse
|
4
|
Amandine C, Ebert D, Stukenbrock E, Rodríguez de la Vega RC, Tiffin P, Croll D, Tellier A. Unraveling coevolutionary dynamics using ecological genomics. Trends Genet 2022; 38:1003-1012. [PMID: 35715278 DOI: 10.1016/j.tig.2022.05.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 05/08/2022] [Accepted: 05/10/2022] [Indexed: 11/27/2022]
Abstract
Coevolutionary interactions, from the delicate co-dependency in mutualistic interactions to the antagonistic relationship of hosts and parasites, are a ubiquitous driver of adaptation. Surprisingly, little is known about the genomic processes underlying coevolution in an ecological context. However, species comprise genetically differentiated populations that interact with temporally variable abiotic and biotic environments. We discuss the recent advances in coevolutionary theory and genomics as well as shortcomings, to identify coevolving genes that take into account this spatial and temporal variability of coevolution, and propose a practical guide to understand the dynamic of coevolution using an ecological genomics lens.
Collapse
Affiliation(s)
- Cornille Amandine
- Université Paris Saclay, INRAE, CNRS, AgroParisTech, GQE - Le Moulon, 91190 Gif-sur-Yvette, France.
| | - Dieter Ebert
- Department of Environmental Sciences, Zoology, University of Basel, Vesalgasse 1, 4051 Basel, Switzerland
| | - Eva Stukenbrock
- Max Planck Institute for Terrestrial Microbiology, Max Planck Research Group, Fungal Biodiversity, Marburg, Germany
| | | | - Peter Tiffin
- Department of Plant and Microbial Biology, 250 Biological Sciences, 1445 Gortner Ave., University of Minnesota, Saint Paul, MN 55108, USA
| | - Daniel Croll
- Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland.
| | - Aurélien Tellier
- Population Genetics, Department of Life Science Systems, Technical University of Munich, Liesel-Beckman-Str. 2, 85354 Freising, Germany.
| |
Collapse
|
5
|
Burr AA, Woods KD, Cassidy ST, Wood CW. Priority effects alter the colonization success of a host-associated parasite and mutualist. Ecology 2022; 103:e3720. [PMID: 35396706 DOI: 10.1002/ecy.3720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 09/03/2021] [Accepted: 10/25/2021] [Indexed: 11/07/2022]
Abstract
Priority effects shape the assembly of free-living communities and host-associated communities. However, the current literature does not fully incorporate two features of host-symbiont interactions-correlated host responses to multiple symbionts and ontogenetic changes in host responses to symbionts-leading to an incomplete picture of the role of priority effects in host-associated communities. We factorially manipulated the inoculation timing of two plant symbionts (mutualistic rhizobia bacteria and parasitic root-knot nematodes) and tested how host age at arrival, arrival order, and arrival synchrony affected symbiont colonization success in the model legume Medicago truncatula. We found that host age, arrival order, and arrival synchrony significantly affected colonization of one or both symbionts. Host age at arrival only affected nematodes but not rhizobia: younger plants were more heavily infected than older plants. By contrast, arrival order only affected rhizobia but not nematodes: plants formed more rhizobia nodules when rhizobia arrived before nematodes. Finally, synchronous arrival decreased colonization both symbionts, an effect that depended on host age. Our results demonstrate that priority effects compromise the host's ability to control colonization by two major symbionts, and suggest that the role of correlated host responses and host ontogeny in the assembly of host-associated communities deserve further attention.
Collapse
Affiliation(s)
- Audrey A Burr
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kamron D Woods
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Steven T Cassidy
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Corlett W Wood
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
6
|
Henry LP, Bruijning M, Forsberg SKG, Ayroles JF. The microbiome extends host evolutionary potential. Nat Commun 2021; 12:5141. [PMID: 34446709 PMCID: PMC8390463 DOI: 10.1038/s41467-021-25315-x] [Citation(s) in RCA: 113] [Impact Index Per Article: 37.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 08/03/2021] [Indexed: 02/07/2023] Open
Abstract
The microbiome shapes many host traits, yet the biology of microbiomes challenges traditional evolutionary models. Here, we illustrate how integrating the microbiome into quantitative genetics can help untangle complexities of host-microbiome evolution. We describe two general ways in which the microbiome may affect host evolutionary potential: by shifting the mean host phenotype and by changing the variance in host phenotype in the population. We synthesize the literature across diverse taxa and discuss how these scenarios could shape the host response to selection. We conclude by outlining key avenues of research to improve our understanding of the complex interplay between hosts and microbiomes.
Collapse
Affiliation(s)
- Lucas P. Henry
- grid.16750.350000 0001 2097 5006Dept. of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ USA ,grid.16750.350000 0001 2097 5006Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ USA
| | - Marjolein Bruijning
- grid.16750.350000 0001 2097 5006Dept. of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ USA
| | - Simon K. G. Forsberg
- grid.16750.350000 0001 2097 5006Dept. of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ USA ,grid.16750.350000 0001 2097 5006Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ USA ,grid.8993.b0000 0004 1936 9457Dept. of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Julien F. Ayroles
- grid.16750.350000 0001 2097 5006Dept. of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ USA ,grid.16750.350000 0001 2097 5006Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ USA
| |
Collapse
|
7
|
Eves-van den Akker S. Plant-nematode interactions. CURRENT OPINION IN PLANT BIOLOGY 2021; 62:102035. [PMID: 33784578 DOI: 10.1016/j.pbi.2021.102035] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 02/05/2021] [Accepted: 02/23/2021] [Indexed: 05/27/2023]
Abstract
Plant-parasitic nematodes threaten food security in the developed and developing world. This review looks at the field through a wide lens, aiming to capture a breadth of recent landmark achievements that have changed our understanding of plant-nematode interactions in particular, and plant pathology in general. It recognises the importance of expanding existing paradigms in plant-pathology to encompass plant-nematode interactions and, at the same time, celebrates achievements that build on the uniqueness of the system. It highlights emerging areas of plant nematology. Finally, it argues that the accelerated progress of recent years is prophetic, and that cumulative advances in our understanding, coupled with technological advances in genetic engineering of plants and nematodes, promise to lift perennial constraints on the field and thereby further expedite progress.
Collapse
|
8
|
Kranse O, Beasley H, Adams S, Pires-daSilva A, Bell C, Lilley CJ, Urwin PE, Bird D, Miska E, Smant G, Gheysen G, Jones J, Viney M, Abad P, Maier TR, Baum TJ, Siddique S, Williamson V, Akay A, Eves-van den Akker S. Toward genetic modification of plant-parasitic nematodes: delivery of macromolecules to adults and expression of exogenous mRNA in second stage juveniles. G3-GENES GENOMES GENETICS 2021; 11:6135037. [PMID: 33585878 PMCID: PMC8022973 DOI: 10.1093/g3journal/jkaa058] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 10/30/2020] [Indexed: 12/16/2022]
Abstract
Plant-parasitic nematodes are a continuing threat to food security, causing an estimated 100 billion USD in crop losses each year. The most problematic are the obligate sedentary endoparasites (primarily root knot nematodes and cyst nematodes). Progress in understanding their biology is held back by a lack of tools for functional genetics: forward genetics is largely restricted to studies of natural variation in populations and reverse genetics is entirely reliant on RNA interference. There is an expectation that the development of functional genetic tools would accelerate the progress of research on plant-parasitic nematodes, and hence the development of novel control solutions. Here, we develop some of the foundational biology required to deliver a functional genetic tool kit in plant-parasitic nematodes. We characterize the gonads of male Heterodera schachtii and Meloidogyne hapla in the context of spermatogenesis. We test and optimize various methods for the delivery, expression, and/or detection of exogenous nucleic acids in plant-parasitic nematodes. We demonstrate that delivery of macromolecules to cyst and root knot nematode male germlines is difficult, but possible. Similarly, we demonstrate the delivery of oligonucleotides to root knot nematode gametes. Finally, we develop a transient expression system in plant-parasitic nematodes by demonstrating the delivery and expression of exogenous mRNA encoding various reporter genes throughout the body of H. schachtii juveniles using lipofectamine-based transfection. We anticipate these developments to be independently useful, will expedite the development of genetic modification tools for plant-parasitic nematodes, and ultimately catalyze research on a group of nematodes that threaten global food security.
Collapse
Affiliation(s)
- Olaf Kranse
- Department of Plant Sciences, University of Cambridge, Cambridge, CB2 3EA, UK
| | - Helen Beasley
- Department of Plant Sciences, University of Cambridge, Cambridge, CB2 3EA, UK
| | - Sally Adams
- School of Life Sciences, University of Warwick, Coventry, CV4 7AL, UK
| | | | - Christopher Bell
- Centre for Plant Sciences, School of Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - Catherine J Lilley
- Centre for Plant Sciences, School of Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - Peter E Urwin
- Centre for Plant Sciences, School of Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - David Bird
- Entomology and Plant Pathology, NC State University, Raleigh, NC 27695-7613, USA
| | - Eric Miska
- Wellcome Trust/Cancer Research UK Gurdon Institute and Department of Genetics, University of Cambridge, Cambridge CB2 1QN, UK
| | - Geert Smant
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, 6708 PB Wageningen, The Netherlands
| | - Godelieve Gheysen
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - John Jones
- Cell & Molecular Sciences Department, The James Hutton Institute, Dundee, DD2 5DA, UK.,School of Biology, Biomedical Sciences Research Complex, University of St Andrews, North Haugh, St Andrews KY16 9ST, UK
| | - Mark Viney
- Department of Evolution, Ecology and Behaviour, University of Liverpool, Liverpool L69 7ZB, UK
| | - Pierre Abad
- INRAE, Université Côte d'Azur, CNRS, ISA, F-06903 Sophia Antipolis, France
| | - Thomas R Maier
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011, USA
| | - Thomas J Baum
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011, USA
| | - Shahid Siddique
- Department of Entomology and Nematology, University of California, Davis, Davis, CA 95616, USA
| | - Valerie Williamson
- Department of Plant Pathology, University of California, Davis, Davis, CA 95616, USA
| | - Alper Akay
- Biomedical Research Centre, School of Biological Sciences, University of East Anglia, Norwich, NR4 7TJ, UK
| | | |
Collapse
|
9
|
Petre B, Lorrain C, Stukenbrock EH, Duplessis S. Host-specialized transcriptome of plant-associated organisms. CURRENT OPINION IN PLANT BIOLOGY 2020; 56:81-88. [PMID: 32505091 DOI: 10.1016/j.pbi.2020.04.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 03/30/2020] [Accepted: 04/17/2020] [Indexed: 06/11/2023]
Abstract
Living organisms respond to their immediate environment by modulating their genetic programme to perform adapted functions. Eukaryotic organisms that associate with plants (fungi, oomycetes, insects, …) alter their transcriptome in a host-specific manner. Recent comparative transcriptomic studies revealed that host-specialized transcriptomes consist of a limited set of genes. Such a set typically encodes proteins that modulate host structures and functions (predicted effectors and other secreted proteins), control nutrient assimilation (proteases, transporters), and maintain cellular homeostasis (oxidoreductases, detoxification enzymes). We conclude by discussing open mechanistic and evolutionary questions and integrated approaches to move beyond descriptive studies.
Collapse
Affiliation(s)
- Benjamin Petre
- Université de Lorraine, INRAE, IAM, F-54000 Nancy, France
| | - Cécile Lorrain
- Université de Lorraine, INRAE, IAM, F-54000 Nancy, France; Max Planck Institute for Evolutionary Biology, Environmental Genomics Group, 24306, Plön, Germany; Christian-Albrechts University Kiel, Environmental Genomics Group, 24000, Kiel, Germany
| | - Eva H Stukenbrock
- Max Planck Institute for Evolutionary Biology, Environmental Genomics Group, 24306, Plön, Germany; Christian-Albrechts University Kiel, Environmental Genomics Group, 24000, Kiel, Germany
| | | |
Collapse
|
10
|
Soltis NE, Caseys C, Zhang W, Corwin JA, Atwell S, Kliebenstein DJ. Pathogen Genetic Control of Transcriptome Variation in the Arabidopsis thaliana - Botrytis cinerea Pathosystem. Genetics 2020; 215:253-266. [PMID: 32165442 PMCID: PMC7198280 DOI: 10.1534/genetics.120.303070] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 03/11/2020] [Indexed: 01/12/2023] Open
Abstract
In plant-pathogen relations, disease symptoms arise from the interaction of the host and pathogen genomes. Host-pathogen functional gene interactions are well described, whereas little is known about how the pathogen genetic variation modulates both organisms' transcriptomes. To model and generate hypotheses on a generalist pathogen control of gene expression regulation, we used the Arabidopsis thaliana-Botrytis cinerea pathosystem and the genetic diversity of a collection of 96 B. cinerea isolates. We performed expression-based genome-wide association (eGWA) for each of 23,947 measurable transcripts in Arabidopsis (host), and 9267 measurable transcripts in B. cinerea (pathogen). Unlike other eGWA studies, we detected a relative absence of locally acting expression quantitative trait loci (cis-eQTL), partly caused by structural variants and allelic heterogeneity hindering their identification. This study identified several distantly acting trans-eQTL linked to eQTL hotspots dispersed across Botrytis genome that altered only Botrytis transcripts, only Arabidopsis transcripts, or transcripts from both species. Gene membership in the trans-eQTL hotspots suggests links between gene expression regulation and both known and novel virulence mechanisms in this pathosystem. Genes annotated to these hotspots provide potential targets for blocking manipulation of the host response by this ubiquitous generalist necrotrophic pathogen.
Collapse
Affiliation(s)
- Nicole E Soltis
- Department of Plant Sciences, University of California, Davis, California 95616
- Plant Biology Graduate Group, University of California, Davis, California 95616
| | - Celine Caseys
- Department of Plant Sciences, University of California, Davis, California 95616
| | - Wei Zhang
- Department of Plant Pathology, Kansas State University, Manhattan, Kansas 66506
| | - Jason A Corwin
- Department of Ecology and Evolution Biology, University of Colorado, Boulder, Colorado 80309-0334
| | - Susanna Atwell
- Plant Biology Graduate Group, University of California, Davis, California 95616
| | - Daniel J Kliebenstein
- Department of Plant Sciences, University of California, Davis, California 95616
- Plant Biology Graduate Group, University of California, Davis, California 95616
- DynaMo Center of Excellence, University of Copenhagen, DK-1871, Frederiksberg C, Denmark
| |
Collapse
|
11
|
Colgan TJ, Carolan JC, Sumner S, Blaxter ML, Brown MJF. Infection by the castrating parasitic nematode Sphaerularia bombi changes gene expression in Bombus terrestris bumblebee queens. INSECT MOLECULAR BIOLOGY 2020; 29:170-182. [PMID: 31566835 DOI: 10.1111/imb.12618] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 08/20/2019] [Accepted: 09/13/2019] [Indexed: 06/10/2023]
Abstract
Parasitism can result in dramatic changes in host phenotype, which are themselves underpinned by genes and their expression. Understanding how hosts respond at the molecular level to parasites can therefore reveal the molecular architecture of an altered host phenotype. The entomoparasitic nematode Sphaerularia bombi is a parasite of bumblebee (Bombus) hosts where it induces complex behavioural changes and host castration. To examine this interaction at the molecular level, we performed genome-wide transcriptional profiling using RNA-Sequencing (RNA-Seq) of S. bombi-infected Bombus terrestris queens at two critical time-points: during and just after overwintering diapause. We found that infection by S. bombi affects the transcription of genes underlying host biological processes associated with energy usage, translation, and circadian rhythm. We also found that the parasite affects the expression of immune genes, including members of the Toll signalling pathway providing evidence for a novel interaction between the parasite and the host immune response. Taken together, our results identify host biological processes and genes affected by an entomoparasitic nematode providing the first steps towards a molecular understanding of this ecologically important host-parasite interaction.
Collapse
Affiliation(s)
- T J Colgan
- Department of Zoology, School of Natural Sciences, University of Dublin, Trinity College, Dublin, Ireland
- School of Biological and Chemical Sciences, Queen Mary University of London, London, UK
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland
| | - J C Carolan
- Department of Biology, Maynooth University, Maynooth, County Kildare, Ireland
| | - S Sumner
- Centre for Biodiversity and Environment Research, University College London, London, UK
| | - M L Blaxter
- School of Biological Sciences, Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - M J F Brown
- Centre of Ecology, Evolution and Behaviour, Department of Biological Sciences, Royal Holloway University of London, Egham, UK
| |
Collapse
|
12
|
Genome-wide Approaches to Investigate Anthelmintic Resistance. Trends Parasitol 2019; 35:289-301. [DOI: 10.1016/j.pt.2019.01.004] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 01/08/2019] [Accepted: 01/08/2019] [Indexed: 01/09/2023]
|