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Leung K, Ras E, Ferguson KB, Ariëns S, Babendreier D, Bijma P, Bourtzis K, Brodeur J, Bruins MA, Centurión A, Chattington SR, Chinchilla‐Ramírez M, Dicke M, Fatouros NE, González‐Cabrera J, Groot TVM, Haye T, Knapp M, Koskinioti P, Le Hesran S, Lyrakis M, Paspati A, Pérez‐Hedo M, Plouvier WN, Schlötterer C, Stahl JM, Thiel A, Urbaneja A, van de Zande L, Verhulst EC, Vet LEM, Visser S, Werren JH, Xia S, Zwaan BJ, Magalhães S, Beukeboom LW, Pannebakker BA. Next-generation biological control: the need for integrating genetics and genomics. Biol Rev Camb Philos Soc 2020; 95:1838-1854. [PMID: 32794644 PMCID: PMC7689903 DOI: 10.1111/brv.12641] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 07/16/2020] [Accepted: 07/20/2020] [Indexed: 12/12/2022]
Abstract
Biological control is widely successful at controlling pests, but effective biocontrol agents are now more difficult to import from countries of origin due to more restrictive international trade laws (the Nagoya Protocol). Coupled with increasing demand, the efficacy of existing and new biocontrol agents needs to be improved with genetic and genomic approaches. Although they have been underutilised in the past, application of genetic and genomic techniques is becoming more feasible from both technological and economic perspectives. We review current methods and provide a framework for using them. First, it is necessary to identify which biocontrol trait to select and in what direction. Next, the genes or markers linked to these traits need be determined, including how to implement this information into a selective breeding program. Choosing a trait can be assisted by modelling to account for the proper agro-ecological context, and by knowing which traits have sufficiently high heritability values. We provide guidelines for designing genomic strategies in biocontrol programs, which depend on the organism, budget, and desired objective. Genomic approaches start with genome sequencing and assembly. We provide a guide for deciding the most successful sequencing strategy for biocontrol agents. Gene discovery involves quantitative trait loci analyses, transcriptomic and proteomic studies, and gene editing. Improving biocontrol practices includes marker-assisted selection, genomic selection and microbiome manipulation of biocontrol agents, and monitoring for genetic variation during rearing and post-release. We conclude by identifying the most promising applications of genetic and genomic methods to improve biological control efficacy.
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Affiliation(s)
- Kelley Leung
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenPO Box 111039700 CCGroningenThe Netherlands
| | - Erica Ras
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and AgricultureVienna International CentreP.O. Box 1001400ViennaAustria
| | - Kim B. Ferguson
- Laboratory of GeneticsWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
| | - Simone Ariëns
- Group for Population and Evolutionary Ecology, FB 02, Institute of EcologyUniversity of BremenLeobener Str. 528359BremenGermany
| | | | - Piter Bijma
- Animal Breeding and GenomicsWageningen University & ResearchPO Box 3386700 AHWageningenThe Netherlands
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and AgricultureVienna International CentreP.O. Box 1001400ViennaAustria
| | - Jacques Brodeur
- Institut de Recherche en Biologie VégétaleUniversité de Montréal4101 Sherbrooke EstMontréalQuebecCanadaH1X 2B2
| | - Margreet A. Bruins
- Laboratory of GeneticsWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
| | - Alejandra Centurión
- Group for Population and Evolutionary Ecology, FB 02, Institute of EcologyUniversity of BremenLeobener Str. 528359BremenGermany
| | - Sophie R. Chattington
- Group for Population and Evolutionary Ecology, FB 02, Institute of EcologyUniversity of BremenLeobener Str. 528359BremenGermany
| | - Milena Chinchilla‐Ramírez
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y BiotecnologíaUnidad Mixta Gestión Biotecnológica de Plagas UV‐IVIACarretera CV‐315, Km 10'746113MoncadaValenciaSpain
| | - Marcel Dicke
- Laboratory of EntomologyWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
| | - Nina E. Fatouros
- Biosystematics GroupWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
| | - Joel González‐Cabrera
- Department of Genetics, Estructura de Recerca Interdisciplinar en Biotecnología i Biomedicina (ERI‐BIOTECMED)Unidad Mixta Gestión Biotecnológica de Plagas UV‐IVIA, Universitat de ValènciaDr Moliner 5046100BurjassotValenciaSpain
| | - Thomas V. M. Groot
- Koppert Biological SystemsVeilingweg 142651 BEBerkel en RodenrijsThe Netherlands
| | - Tim Haye
- CABIRue des Grillons 12800DelémontSwitzerland
| | - Markus Knapp
- Koppert Biological SystemsVeilingweg 142651 BEBerkel en RodenrijsThe Netherlands
| | - Panagiota Koskinioti
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and AgricultureVienna International CentreP.O. Box 1001400ViennaAustria
- Department of Biochemistry and BiotechnologyUniversity of ThessalyBiopolis41500LarissaGreece
| | - Sophie Le Hesran
- Laboratory of EntomologyWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
- Koppert Biological SystemsVeilingweg 142651 BEBerkel en RodenrijsThe Netherlands
| | - Manolis Lyrakis
- Institut für PopulationsgenetikVetmeduni ViennaVeterinärplatz 11210ViennaAustria
- Vienna Graduate School of Population GeneticsVetmeduni ViennaVeterinärplatz 11210ViennaAustria
| | - Angeliki Paspati
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y BiotecnologíaUnidad Mixta Gestión Biotecnológica de Plagas UV‐IVIACarretera CV‐315, Km 10'746113MoncadaValenciaSpain
| | - Meritxell Pérez‐Hedo
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y BiotecnologíaUnidad Mixta Gestión Biotecnológica de Plagas UV‐IVIACarretera CV‐315, Km 10'746113MoncadaValenciaSpain
| | - Wouter N. Plouvier
- INRA, CNRS, UMR 1355‐7254400 Route des ChappesBP 167 06903Sophia Antipolis CedexFrance
| | | | - Judith M. Stahl
- CABIRue des Grillons 12800DelémontSwitzerland
- Kearney Agricultural Research and Extension CenterUniversity of California Berkeley9240 South Riverbend AvenueParlierCA93648USA
| | - Andra Thiel
- Group for Population and Evolutionary Ecology, FB 02, Institute of EcologyUniversity of BremenLeobener Str. 528359BremenGermany
| | - Alberto Urbaneja
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y BiotecnologíaUnidad Mixta Gestión Biotecnológica de Plagas UV‐IVIACarretera CV‐315, Km 10'746113MoncadaValenciaSpain
| | - Louis van de Zande
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenPO Box 111039700 CCGroningenThe Netherlands
| | - Eveline C. Verhulst
- Laboratory of EntomologyWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
| | - Louise E. M. Vet
- Laboratory of EntomologyWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
- Netherlands Institute of Ecology (NIOO‐KNAW)Droevendaalsesteeg 106708 PBWageningenThe Netherlands
| | - Sander Visser
- Institute of EntomologyBiology Centre CASBranišovská 31370 05České BudějoviceCzech Republic
- Faculty of ScienceUniversity of South BohemiaBranišovská 1760370 05České BudějoviceCzech Republic
| | - John H. Werren
- Department of BiologyUniversity of RochesterRochesterNY14627USA
| | - Shuwen Xia
- Animal Breeding and GenomicsWageningen University & ResearchPO Box 3386700 AHWageningenThe Netherlands
| | - Bas J. Zwaan
- Laboratory of GeneticsWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
| | - Sara Magalhães
- cE3c: Centre for Ecology, Evolution, and Environmental ChangesFaculdade de Ciências da Universidade de LisboaEdifício C2, Campo Grande1749‐016LisbonPortugal
| | - Leo W. Beukeboom
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenPO Box 111039700 CCGroningenThe Netherlands
| | - Bart A. Pannebakker
- Laboratory of GeneticsWageningen University & ResearchDroevendaalsesteeg 16708 PBWageningenThe Netherlands
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Pannebakker BA, Cook N, van den Heuvel J, van de Zande L, Shuker DM. Genomics of sex allocation in the parasitoid wasp Nasonia vitripennis. BMC Genomics 2020; 21:499. [PMID: 32689940 PMCID: PMC7372847 DOI: 10.1186/s12864-020-06904-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 07/10/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Whilst adaptive facultative sex allocation has been widely studied at the phenotypic level across a broad range of organisms, we still know remarkably little about its genetic architecture. Here, we explore the genome-wide basis of sex ratio variation in the parasitoid wasp Nasonia vitripennis, perhaps the best studied organism in terms of sex allocation, and well known for its response to local mate competition. RESULTS We performed a genome-wide association study (GWAS) for single foundress sex ratios using iso-female lines derived from the recently developed outbred N. vitripennis laboratory strain HVRx. The iso-female lines capture a sample of the genetic variation in HVRx and we present them as the first iteration of the Nasonia vitripennis Genome Reference Panel (NVGRP 1.0). This panel provides an assessment of the standing genetic variation for sex ratio in the study population. Using the NVGRP, we discovered a cluster of 18 linked SNPs, encompassing 9 annotated loci associated with sex ratio variation. Furthermore, we found evidence that sex ratio has a shared genetic basis with clutch size on three different chromosomes. CONCLUSIONS Our approach provides a thorough description of the quantitative genetic basis of sex ratio variation in Nasonia at the genome level and reveals a number of inter-related candidate loci underlying sex allocation regulation.
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Affiliation(s)
- Bart A Pannebakker
- Laboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands.
| | - Nicola Cook
- School of Biology, University of St Andrews, Fife, UK
| | - Joost van den Heuvel
- Laboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands
| | - Louis van de Zande
- Evolutionary Genetics, Development and Behaviour, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, The Netherlands
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Jones ARC, Mallon EB. Evidence of capacitation in the parasitoid wasp, Nasonia vitripennis, and its potential role in sex allocation. Ecol Evol 2020; 10:7212-7220. [PMID: 32760522 PMCID: PMC7391552 DOI: 10.1002/ece3.6422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/29/2020] [Accepted: 05/03/2020] [Indexed: 12/02/2022] Open
Abstract
The allocation of resources to the production of one sex or another has been observed in a large variety of animals. Its theoretical basis allows accurate predictions of offspring sex ratios in many species, but the mechanisms by which sex allocation is controlled are poorly understood. Using previously published data, we investigated whether alternative splicing, combined with differential gene expression, was involved with sex allocation in the parasitoid wasp, Nasonia vitripennis. We found that sex allocation is not controlled by alternative splicing but changes in gene and transcript-specific expression, which were identified to be involved with oviposition, were shown to be similar to those involved in sperm motility and capacitation. Genes involved in cholesterol efflux, a key component of capacitation, along with calcium transport, neurotransmission, trypsin, and MAPKinase activity were regulated in ovipositing wasps. The results show evidence for regulation of sperm motility and of capacitation in an insect which, in the context of the physiology of the N. vitripennis spermatheca, could be important for sex allocation.
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Affiliation(s)
- Alun R. C. Jones
- Department of Genetics and Genome BiologyUniversity of LeicesterLeicesterUK
| | - Eamonn B. Mallon
- Department of Genetics and Genome BiologyUniversity of LeicesterLeicesterUK
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Cook N, Boulton RA, Green J, Trivedi U, Tauber E, Pannebakker BA, Ritchie MG, Shuker DM. Differential gene expression is not required for facultative sex allocation: a transcriptome analysis of brain tissue in the parasitoid wasp Nasonia vitripennis. ROYAL SOCIETY OPEN SCIENCE 2018; 5:171718. [PMID: 29515880 PMCID: PMC5830769 DOI: 10.1098/rsos.171718] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 01/15/2018] [Indexed: 03/14/2024]
Abstract
Whole-transcriptome technologies have been widely used in behavioural genetics to identify genes associated with the performance of a behaviour and provide clues to its mechanistic basis. Here, we consider the genetic basis of sex allocation behaviour in the parasitoid wasp Nasonia vitripennis. Female Nasonia facultatively vary their offspring sex ratio in line with Hamilton's theory of local mate competition (LMC). A single female or 'foundress' laying eggs on a patch will lay just enough sons to fertilize her daughters. As the number of 'foundresses' laying eggs on a patch increases (and LMC declines), females produce increasingly male-biased sex ratios. Phenotypic studies have revealed the cues females use to estimate the level of LMC their sons will experience, but our understanding of the genetics underlying sex allocation is limited. Here, we exposed females to three foundress number conditions, i.e. three LMC conditions, and allowed them to oviposit. mRNA was extracted from only the heads of these females to target the brain tissue. The subsequent RNA-seq experiment confirmed that differential gene expression is not associated with the response to sex allocation cues and that we must instead turn to the underlying neuroscience to reveal the underpinnings of this impressive behavioural plasticity.
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Affiliation(s)
- Nicola Cook
- School of Biology, University of St Andrews, Greenside Place, St Andrews KY16 9TH, UK
| | - Rebecca A. Boulton
- School of Biology, University of St Andrews, Greenside Place, St Andrews KY16 9TH, UK
- Department of Entomology, University of Minnesota, St Paul, MN 55108, USA
| | - Jade Green
- School of Biology, University of St Andrews, Greenside Place, St Andrews KY16 9TH, UK
| | - Urmi Trivedi
- Edinburgh Genomics, University of Edinburgh, Ashworth Laboratories, The King's Buildings, Edinburgh EH9 3FL, UK
| | - Eran Tauber
- Faculty of Natural Sciences, University of Haifa, 199 Aba Khoushy Avenue, Mount Carmel, Haifa 3498838, Israel
| | - Bart A. Pannebakker
- Laboratory of Genetics, Wageningen University and Research, Droevendaalsesteeg 1, 6708PB Wageningen, The Netherlands
| | - Michael G. Ritchie
- School of Biology, University of St Andrews, Greenside Place, St Andrews KY16 9TH, UK
| | - David M. Shuker
- School of Biology, University of St Andrews, Greenside Place, St Andrews KY16 9TH, UK
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