1
|
Mottet C, Caddoux L, Fontaine S, Plantamp C, Bass C, Barrès B. Myzus persicae resistance to neonicotinoids-unravelling the contribution of different mechanisms to phenotype. PEST MANAGEMENT SCIENCE 2024; 80:5852-5863. [PMID: 39041680 DOI: 10.1002/ps.8316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 06/24/2024] [Accepted: 07/03/2024] [Indexed: 07/24/2024]
Abstract
BACKGROUND Deciphering the mechanisms underlying insecticide resistance is key to devising appropriate strategies against this economically important trait. Myzus persicae, the green peach-potato aphid, is a major pest that has evolved resistance to many insecticide classes, including neonicotinoids. M. persicae resistance to neonicotinoids has previously been shown to result from two main mechanisms: metabolic resistance resulting from P450 overexpression and a targetsite mutation, R81T. However, their respective contribution to resistant phenotypes remains unclear. RESULTS By combining extensive insecticide bioassays with and without addition of the synergist PBO, and gene copy number and expression quantification of two key P450 enzymes (CYP6CY3 and CYP6CY4) in a 23 clone collection, we, (i) confirmed that metabolic resistance is correlated with P450 expression level, up to a threshold, (ii) demonstrated that the R81T mutation, in the homozygous state and in combination with P450 overexpression, leads to high levels of resistance to neonicotinoids, and, (iii) showed that there is a synergistic interaction between the P450 and R81T mechanisms, and that this interaction has the strongest impact on the strength of resistance phenotypes. However, even though the R81T mutation has a great effect on the resistance phenotype, different R81T genotypes can exhibit variation in the level of resistance, explained only partially by P450 overexpression. CONCLUSION To comprehend resistance phenotypes, it is important to take into account every mechanism at play, as well as the way these mechanisms interact. © 2024 The Author(s). Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
Collapse
Affiliation(s)
- Claire Mottet
- Université de Lyon, Anses, INRAE, USC CASPER, Lyon, France
| | | | | | | | - Chris Bass
- Centre for Ecology and Conservation, University of Exeter, Penryn, UK
| | - Benoît Barrès
- Université de Lyon, Anses, INRAE, USC CASPER, Lyon, France
| |
Collapse
|
2
|
Cominelli F, Chiesa O, Panini M, Massimino Cocuzza GE, Mazzoni E. Survey of target site mutations linked with insecticide resistance in Italian populations of Aphis gossypii. PEST MANAGEMENT SCIENCE 2024; 80:4361-4370. [PMID: 38661723 DOI: 10.1002/ps.8142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/13/2024] [Accepted: 04/18/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND Aphis gossypii is a worldwide agricultural pest that causes high levels of economic losses by feeding and transmitting virus diseases. It is usually controlled by chemical insecticides, but this could lead to the selection of resistant populations. Several single nucleotide polymorphisms (SNPs) have been identified associated with insecticide resistance. Monitoring activities to detect the presence of such mutations in field populations can have an important role in insect pest management but, currently, no information on Italian strains is available. RESULTS The presence of target site mutations conferring resistance to different insecticides was analysed in Italian field collected populations of A. gossypii with an allele specific approach (QSGG, Qualitative Sybr-Green Genotyping). Primers were designed to detect mutations in genes coding acetylcholinesterase (S431F), nicotinic acetylcholine receptor (R81T) and voltage-gated sodium channel (M918L and L1014F). S431F was widespread but with high variability across populations. R81T was detected for the first time in Italy but only in two populations. The L1014F mutation (kdr) was not found, while in the samples showing the M918L two different nucleotidic substitutions were detected. Mutant allele frequencies were, respectively, 0.70 (S431), 0.31 (M918) and 0.02 (R81). Further analysis on the voltage-gated sodium channel gene showed the presence of eight haplotypes and one non-synonymous mutation in the gene coding region. CONCLUSION Multiple target-site mutations were detected within Italian populations. The combinations of genotypes observed in certain locations could affect negatively the control of this pest. Preliminary insights on the genetic structure in the Italian populations of A. gossypii were acquired. © 2024 Society of Chemical Industry.
Collapse
Affiliation(s)
- Filippo Cominelli
- Department of Sustainable Crop Production, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Olga Chiesa
- Department of Sustainable Crop Production, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Michela Panini
- Department of Sustainable Crop Production, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | | | - Emanuele Mazzoni
- Department of Sustainable Crop Production, Università Cattolica del Sacro Cuore, Piacenza, Italy
| |
Collapse
|
3
|
Stará J, Hovorka T, Horská T, Zusková E, Kocourek F. Pyrethroid and carbamate resistance in Czech populations of Myzus persicae (Sulzer) from oilseed rape. PEST MANAGEMENT SCIENCE 2024; 80:2342-2352. [PMID: 37402271 DOI: 10.1002/ps.7646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 05/17/2023] [Accepted: 07/04/2023] [Indexed: 07/06/2023]
Abstract
BACKGROUND Failures in controlling Myzus persicae by pyrethroids and carbamates have been observed in Czechia since 2018. Eleven populations collected from Czech oilseed rape fields during 2018-2021 were tested for susceptibility to 11 insecticides. The presence of a single nucleotide polymorphism (SNP) leading to knockdown resistance in M. persicae populations was screened using allelic discriminating quantitative real-time polymerase chain reaction (qPCR). The presence of mutations related with the resistance of M. persicae to pyrethroids and carbamates was detected by sequencing paratype voltage-gated sodium channel and acetylcholinesterase 2 genes, respectively. RESULTS Resistance to alpha-cypermethrin and pirimicarb was detected in most of the tested populations. The L1014F mutation was detected in 44.5% of M. persicae individuals surviving the field-recommended dose of alpha-cypermethrin. Sequencing of partial para gene for paratype voltage-gated sodium channel detected five different SNPs leading to four amino acid substitutions (kdr L1014F; s-kdr M918L; s-kdr M918T; and L932F). No pyrethroid-sensitive genotype was detected. The S431F amino acid substitution conferring resistance to carbamates was detected in 11 of 20 individuals with different pyrethroid-resistance genotypes. CONCLUSION Resistance of M. persicae to both pyrethroids and carbamates was detected in nine of 11 populations. High resistance of M. persicae was correlated with mutations of the sodium channel. Sulfoxaflor, flonicamid, and spirotetramat are proposed as effective compounds to control pyrethroid- and carbamate-resistant populations of M. persicae. © 2023 Society of Chemical Industry.
Collapse
Affiliation(s)
- Jitka Stará
- Department of Integrated Crop Protection against Pests, Crop Research Institute, Prague, Czechia
| | - Tomáš Hovorka
- Department of Plant Protection, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia
- Department of Entomology, National Museum, Prague, Czechia
| | - Tereza Horská
- Department of Integrated Crop Protection against Pests, Crop Research Institute, Prague, Czechia
| | - Eva Zusková
- Department of Plant Protection, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia
| | - František Kocourek
- Department of Integrated Crop Protection against Pests, Crop Research Institute, Prague, Czechia
| |
Collapse
|
4
|
Erdem E, Koç-İnak N, Rüstemoğlu M, İnak E. Geographical distribution of pyrethroid resistance mutations in Varroa destructor across Türkiye and a European overview. EXPERIMENTAL & APPLIED ACAROLOGY 2024; 92:309-321. [PMID: 38401013 PMCID: PMC11035437 DOI: 10.1007/s10493-023-00879-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 12/29/2023] [Indexed: 02/26/2024]
Abstract
Varroa destructor Anderson & Trueman (Acari: Varroidae) is of paramount significance in modern beekeeping, with infestations presenting a primary challenge that directly influences colony health, productivity, and overall apicultural sustainability. In order to control this mite, many beekeepers rely on a limited number of approved synthetic acaricides, including the pyrethroids tau-fluvalinate, flumethrin and organophosphate coumaphos. However, the excessive use of these substances has led to the widespread development of resistance in various beekeeping areas globally. In the present study, the occurrence of resistance mutations in the voltage-gated sodium channel (VGSC) and acetylcholinesterase (AChE), the target-site of pyrethroids and coumaphos, respectively, was examined in Varroa populations collected throughout the southeastern and eastern Anatolia regions of Türkiye. All Varroa samples belonged to the Korean haplotype, and a very low genetic distance was observed based on cytochrome c oxidase subunit I (COI) gene sequences. No amino acid substitutions were determined at the key residues of AChE. On the other hand, three amino acid substitutions, (L925V/I/M), previously associated with pyrethroid resistance, were identified in nearly 80% of the Turkish populations. Importantly, L925M, the dominant mutation in the USA, was detected in Turkish Varroa populations for the first time. To gain a more comprehensive perspective, we conducted a systematic analysis of the distribution of pyrethroid resistance mutations across Europe, based on the previously reported data. Varroa populations from Mediterranean countries such as Türkiye, Spain, and Greece exhibited the highest frequency of resistance mutation. Revealing the occurrence and geographical distribution of pyrethroid resistance mutations in V. destructor populations across the country will enhance the development of more efficient strategies for mite management.
Collapse
Affiliation(s)
- Esengül Erdem
- Plant Protection Department, Faculty of Agriculture, Şırnak University, Şirnak, Turkey
| | - Nafiye Koç-İnak
- Department of Parasitology, Faculty of Veterinary Medicine, Ankara University, Altindag, 06070, Ankara, Turkey
| | - Mustafa Rüstemoğlu
- Plant Protection Department, Faculty of Agriculture, Şırnak University, Şirnak, Turkey
| | - Emre İnak
- Department of Plant Protection, Faculty of Agriculture, Ankara University, 06110, Ankara, Turkey.
| |
Collapse
|
5
|
Liu L, Wang S, Zuo J, Zhang X, Peng X, Wang K, Chen M. Characterization and fitness cost of bifenthrin resistance in Rhopalosiphum padi (Hemiptera: Aphididae). JOURNAL OF ECONOMIC ENTOMOLOGY 2023; 116:1795-1803. [PMID: 37478406 DOI: 10.1093/jee/toad143] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/22/2023] [Accepted: 07/11/2023] [Indexed: 07/23/2023]
Abstract
Rhopalosiphum padi is an important global wheat pest. The pyrethroid insecticide bifenthrin is widely used in the control R. padi. We explored the resistance potential, cross-resistance, adaptive costs, and resistance mechanism of R. padi to bifenthrin using a bifenthrin-resistant strain (Rp-BIF) established in laboratory. The Rp-BIF strain developed extremely high resistance against bifenthrin (1033.036-fold). Cross-resistance analyses showed that the Rp-BIF strain had an extremely high level of cross-resistance to deltamethrin (974.483-fold), moderate levels of cross-resistance to chlorfenapyr (34.051-fold), isoprocarb (27.415-fold), imidacloprid (14.819-fold), and thiamethoxam (11.228-fold), whereas negative cross-resistance was observed to chlorpyrifos (0.379-fold). The enzymatic activity results suggested that P450 played an important role in bifenthrin resistance. A super-kdr mutation (M918L) of voltage-gated sodium channel (VGSC) was found in the bifenthrin-resistant individuals. When compared with the susceptible strain (Rp-SS), the Rp-BIF strain was significantly inferior in multiple life table parameters, exhibiting a relative fitness of 0.69. Our toxicological and biochemical studies indicated that multiple mechanisms of resistance might be involved in the resistance trait. Our results provide insight into the bifenthrin resistance of R. padi and can contribute to improve management of bifenthrin-resistant R. padi in the field.
Collapse
Affiliation(s)
- Lang Liu
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Suji Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Junfeng Zuo
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Xiaohe Zhang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Xiong Peng
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Kang Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Maohua Chen
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, Shaanxi, China
| |
Collapse
|
6
|
Baril T, Pym A, Bass C, Hayward A. Transposon accumulation at xenobiotic gene family loci in aphids. Genome Res 2023; 33:1718-1733. [PMID: 37852781 PMCID: PMC10691553 DOI: 10.1101/gr.277820.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 08/29/2023] [Indexed: 10/20/2023]
Abstract
The evolution of resistance is a major challenge for the sustainable control of pests and pathogens. Thus, a deeper understanding of the evolutionary and genomic mechanisms underpinning resistance evolution is required to safeguard health and food production. Several studies have implicated transposable elements (TEs) in xenobiotic-resistance evolution in insects. However, analyses are generally restricted to one insect species and/or one or a few xenobiotic gene families (XGFs). We examine evidence for TE accumulation at XGFs by performing a comparative genomic analysis across 20 aphid genomes, considering major subsets of XGFs involved in metabolic resistance to insecticides: cytochrome P450s, glutathione S-transferases, esterases, UDP-glucuronosyltransferases, and ABC transporters. We find that TEs are significantly enriched at XGFs compared with other genes. XGFs show similar levels of TE enrichment to those of housekeeping genes. But unlike housekeeping genes, XGFs are not constitutively expressed in germline cells, supporting the selective enrichment of TEs at XGFs rather than enrichment owing to chromatin availability. Hotspots of extreme TE enrichment occur around certain XGFs. We find, in aphids of agricultural importance, particular enrichment of TEs around cytochrome P450 genes with known functions in the detoxification of synthetic insecticides. Our results provide evidence supporting a general role for TEs as a source of genomic variation at host XGFs and highlight the existence of considerable variability in TE content across XGFs and host species. These findings show the need for detailed functional verification analyses to clarify the significance of individual TE insertions and elucidate underlying mechanisms at TE-XGF hotspots.
Collapse
Affiliation(s)
- Tobias Baril
- Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Cornwall TR10 9FE, United Kingdom
| | - Adam Pym
- Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Cornwall TR10 9FE, United Kingdom
| | - Chris Bass
- Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Cornwall TR10 9FE, United Kingdom
| | - Alex Hayward
- Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Cornwall TR10 9FE, United Kingdom
| |
Collapse
|
7
|
Mathers TC, Wouters RHM, Mugford ST, Biello R, van Oosterhout C, Hogenhout SA. Hybridisation has shaped a recent radiation of grass-feeding aphids. BMC Biol 2023; 21:157. [PMID: 37443008 PMCID: PMC10347838 DOI: 10.1186/s12915-023-01649-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 06/13/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND Aphids are common crop pests. These insects reproduce by facultative parthenogenesis involving several rounds of clonal reproduction interspersed with an occasional sexual cycle. Furthermore, clonal aphids give birth to live young that are already pregnant. These qualities enable rapid population growth and have facilitated the colonisation of crops globally. In several cases, so-called "super clones" have come to dominate agricultural systems. However, the extent to which the sexual stage of the aphid life cycle has shaped global pest populations has remained unclear, as have the origins of successful lineages. Here, we used chromosome-scale genome assemblies to disentangle the evolution of two global pests of cereals-the English (Sitobion avenae) and Indian (Sitobion miscanthi) grain aphids. RESULTS Genome-wide divergence between S. avenae and S. miscanthi is low. Moreover, comparison of haplotype-resolved assemblies revealed that the S. miscanthi isolate used for genome sequencing is likely a hybrid, with one of its diploid genome copies closely related to S. avenae (~ 0.5% divergence) and the other substantially more divergent (> 1%). Population genomics analyses of UK and China grain aphids showed that S. avenae and S. miscanthi are part of a cryptic species complex with many highly differentiated lineages that predate the origins of agriculture. The complex consists of hybrid lineages that display a tangled history of hybridisation and genetic introgression. CONCLUSIONS Our analyses reveal that hybridisation has substantially contributed to grain aphid diversity, and hence, to the evolutionary potential of this important pest species. Furthermore, we propose that aphids are particularly well placed to exploit hybridisation events via the rapid propagation of live-born "frozen hybrids" via asexual reproduction, increasing the likelihood of hybrid lineage formation.
Collapse
Affiliation(s)
- Thomas C Mathers
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK.
- Tree of Life, Welcome Sanger Institute, Hinxton, Cambridge, UK.
| | - Roland H M Wouters
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Sam T Mugford
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Roberto Biello
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK
| | | | - Saskia A Hogenhout
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK.
| |
Collapse
|
8
|
Jiang W, Nasir M, Zhao C. Variation of insulin-related peptides accompanying the differentiation of Aphis gossypii biotypes and their expression profiles. Ecol Evol 2023; 13:e10306. [PMID: 37456079 PMCID: PMC10349280 DOI: 10.1002/ece3.10306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/30/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023] Open
Abstract
Insulin signaling plays a critical role in regulating various aspects of insect biology, including development, reproduction, and the formation of wing polyphenism. This leads to differentiation among insect populations at different levels. The insulin family exhibits functional variation, resulting in diverse functional pathways. Aphis gossypii Glover, commonly known as the cotton-melon aphid, is a highly adaptable aphid species that has evolved into multiple biotypes. To understand the genetic structure of the insulin family and its evolutionary diversification and expression patterns in A. gossypii, we conducted studies using genome annotation files and RNA-sequencing data. Consequently, we identified 11 insulin receptor protein (IRP) genes in the genomes of the examined biotypes. Among these, eight AgosIRPs were dispersed across the X chromosome, while two were found in tandem on the A1 chromosome. Notably, AgosIRP2 exhibited alternative splicing, resulting in the formation of two isoforms. The AgosIRP genes displayed a high degree of conservation between Hap1 and Hap3, although some variations were observed between their genomes. For instance, a transposon was present in the coding regions of AgosIRP3 and AgosIRP9 in the Hap3 genome but not in the Hap1 genome. RNA-sequencing data revealed that four AgosIRPs were expressed ubiquitously across different morphs of A. gossypii, while others showed specific expression patterns in adult gynopara and adult males. Furthermore, the expression levels of most AgosIRPs decreased upon treatment with the pesticide acetamiprid. These findings demonstrate the evolutionary diversification of AgosIRPs between the genomes of the two biotypes and provide insights into their expression profiles across different morphs, developmental stages, and biotypes. Overall, this study contributes valuable information for investigating aphid genome evolution and the functions of insulin receptor proteins.
Collapse
Affiliation(s)
- Weili Jiang
- Basic Experimental Teaching Center of Life SciencesYangzhou UniversityYangzhouChina
| | - Muhammad Nasir
- Agricultural Biotechnology Research Institute, Ayub Agricultural Research Institute (AARI)FaisalabadPakistan
| | - Chenchen Zhao
- Henan International Laboratory for Green Pest Control/College of Plant ProtectionHenan Agricultural UniversityZhengzhouChina
| |
Collapse
|
9
|
ffrench-Constant RH. Transposable elements and xenobiotic resistance. FRONTIERS IN INSECT SCIENCE 2023; 3:1178212. [PMID: 38469483 PMCID: PMC10926513 DOI: 10.3389/finsc.2023.1178212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/24/2023] [Indexed: 03/13/2024]
Abstract
Transposable elements or TEs are well known drivers of adaptive change in plants and animals but their role in insecticide resistance remains poorly documented. This review examines the potential role of transposons in resistance and identifies key areas where our understanding remains unclear. Despite well-known model systems such as upregulation of Drosophila Cyp6g1, many putative examples lack functional validation. The potential types of transposon-associated changes that could lead to resistance are reviewed, including changes in up-regulation, message stability, loss of function and alternative splicing. Where potential mechanisms appear absent from the resistance literature examples are drawn from other areas of biology. Finally, ways are suggested in which transgenic expression could be used to validate the biological significance of TE insertion. In the absence of such functional expression studies many examples of the association of TEs and resistance genes therefore remain as correlations.
Collapse
|
10
|
Bass C, Nauen R. The molecular mechanisms of insecticide resistance in aphid crop pests. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2023; 156:103937. [PMID: 37023831 DOI: 10.1016/j.ibmb.2023.103937] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/17/2023] [Accepted: 03/26/2023] [Indexed: 05/05/2023]
Abstract
Aphids are a group of hemipteran insects that include some of the world's most economically important agricultural pests. The control of pest aphids has relied heavily on the use of chemical insecticides, however, the evolution of resistance poses a serious threat to their sustainable control. Over 1000 cases of resistance have now been documented for aphids involving a remarkable diversity of mechanisms that, individually or in combination, allow the toxic effect of insecticides to be avoided or overcome. In addition to its applied importance as a growing threat to human food security, insecticide resistance in aphids also offers an exceptional opportunity to study evolution under strong selection and gain insight into the genetic variation fuelling rapid adaptation. In this review we summarise the biochemical and molecular mechanisms underlying resistance in the most economically important aphid pests worldwide and the insights study of this topic has provided on the genomic architecture of adaptive traits.
Collapse
Affiliation(s)
- Chris Bass
- Faculty of Environment, Science and Economy, University of Exeter, Penryn, Cornwall, United Kingdom.
| | - Ralf Nauen
- Bayer AG, Crop Science Division, Alfred Nobel-Strasse 50, Monheim, Germany.
| |
Collapse
|
11
|
Guo Z, Guo L, Bai Y, Kang S, Sun D, Qin J, Ye F, Wang S, Wu Q, Xie W, Yang X, Crickmore N, Zhou X, Zhang Y. Retrotransposon-mediated evolutionary rewiring of a pathogen response orchestrates a resistance phenotype in an insect host. Proc Natl Acad Sci U S A 2023; 120:e2300439120. [PMID: 36996102 PMCID: PMC10083559 DOI: 10.1073/pnas.2300439120] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 02/23/2023] [Indexed: 03/31/2023] Open
Abstract
Ongoing host-pathogen interactions can trigger a coevolutionary arms race, while genetic diversity within the host can facilitate its adaptation to pathogens. Here, we used the diamondback moth (Plutella xylostella) and its pathogen Bacillus thuringiensis (Bt) as a model for exploring an adaptive evolutionary mechanism. We found that insect host adaptation to the primary Bt virulence factors was tightly associated with a short interspersed nuclear element (SINE - named SE2) insertion into the promoter of the transcriptionally activated MAP4K4 gene. This retrotransposon insertion coopts and potentiates the effect of the transcription factor forkhead box O (FOXO) in inducing a hormone-modulated Mitogen-activated protein kinase (MAPK) signaling cascade, leading to an enhancement of a host defense mechanism against the pathogen. This work demonstrates that reconstructing a cis-trans interaction can escalate a host response mechanism into a more stringent resistance phenotype to resist pathogen infection, providing a new insight into the coevolutionary mechanism of host organisms and their microbial pathogens.
Collapse
Affiliation(s)
- Zhaojiang Guo
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Le Guo
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Yang Bai
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Shi Kang
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Dan Sun
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Jianying Qin
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Fan Ye
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Shaoli Wang
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Qingjun Wu
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Wen Xie
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Xin Yang
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| | - Neil Crickmore
- School of Life Sciences, University of Sussex, BrightonBN1 9QG, UK
| | - Xuguo Zhou
- Department of Entomology, University of Kentucky, Lexington, KY40546-0091
| | - Youjun Zhang
- State Key Laboratory of Vegetable Biobreeding, Department of Plant Protection, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing100081, China
| |
Collapse
|
12
|
Roy L, Barrès B, Capderrey C, Mahéo F, Micoud A, Hullé M, Simon J. Host plants and insecticides shape the evolution of genetic and clonal diversity in a major aphid crop pest. Evol Appl 2022; 15:1653-1669. [PMID: 36330297 PMCID: PMC9624068 DOI: 10.1111/eva.13417] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 05/02/2022] [Accepted: 05/03/2022] [Indexed: 11/28/2022] Open
Abstract
Understanding the spatiotemporal dynamics of pesticide resistance at the landscape scale is essential to anticipate the evolution and spread of new resistance phenotypes. In crop mosaics, host plant specialization in pest populations is likely to dampen the spread of pesticide resistance between different crops even in mobile pests such as aphids. Here, we assessed the contribution of host-based genetic differentiation to the dynamics of resistance alleles in Myzus persicae, a major aphid pest which displays several insecticide resistance mechanisms. We obtained a representative sample of aphids from a crop mosaic through a suction trap for 7 years and from various crops as a reference collection. We genotyped these aphids at 14 microsatellite markers and four insecticide-resistant loci, analyzed the genetic structure, and assigned host-based genetic groups from field-collected aphids. Four well-defined genetic clusters were found in aerial samples, three of which with strong association with host-plants. The fourth group was exclusive to aerial samples and highly divergent from the others, suggesting mixture with a closely related taxon of M. persicae associated with unsampled plants. We found a sharp differentiation between individuals from peach and herbaceous plants. Individuals from herbaceous hosts were separated into two genetic clusters, one more strongly associated with tobacco. The 4-loci resistance genotypes showed a strong association with the four genetic clusters, indicative of barriers to the spread of resistance. However, we found a small number of clones with resistant alleles on multiple host-plant species, which may spread insecticide resistance between crops. The 7-year survey revealed a rapid turn-over of aphid genotypes as well as the emergence, frequency increase and persistence of clones with resistance to several families of insecticides. This study highlights the importance of considering landscape-scale population structure to identify the risk of emergence and spread of insecticide resistance for a particular crop.
Collapse
Affiliation(s)
- Lise Roy
- Université de Lyon, Anses, INRAE, USC CASPERLyonFrance
- CEFE, University of Montpellier, CNRS, EPHE, IRDUniv Paul Valéry Montpellier 3MontpellierFrance
| | - Benoit Barrès
- Université de Lyon, Anses, INRAE, USC CASPERLyonFrance
| | | | | | - Annie Micoud
- Université de Lyon, Anses, INRAE, USC CASPERLyonFrance
| | | | | |
Collapse
|
13
|
Hlaoui A, Chiesa O, Figueroa CC, Souissi R, Mazzoni E, Boukhris-Bouhachem S. Target site mutations underlying insecticide resistance in Tunisian populations of Myzus persicae (Sulzer) on peach orchards and potato crops. PEST MANAGEMENT SCIENCE 2022; 78:1594-1604. [PMID: 34984812 DOI: 10.1002/ps.6778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 12/29/2021] [Accepted: 01/04/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND The massive use of synthetic insecticides strongly affects the level of insecticide resistance in populations of Myzus persicae worldwide. The selection of target site insensitivity-mutations is particularly worrying in areas where agro-industrial crops are vulnerable to the attacks of aphids that vector viruses, as in the case of Tunisia. Knowledge of the resistance mechanisms evolved locally in this aphid pest is a prerequisite to improving and retaining the sustainability of integrated pest management strategies. RESULTS Target site mutations were surveyed in several populations of M. persicae collected from peach and potato crops between 2011 and 2017 in three Tunisian regions using real-time allele-specific PCR. The L1014F mutation (kdr locus) was found at a moderate frequency mostly in the heterozygous state and the homozygous resistant genotype was very uncommon. The M918T mutation (super-kdr locus) was present in a few heterozygous individuals, whereas the M918L mutation was detected for the first time in Tunisia and extreme North Africa. This latter mutation was shown to be widespread and well-established in Tunisia mainly as homozygous individuals, and was more abundant on peach than on potato crops. The S431F mutation (MACE) was found in a few heterozygous individuals. No individuals carrying the R81T mutation linked to neonicotinoid resistance were detected. CONCLUSION This study points out a critical situation for the efficacy of pyrethroid insecticides to control M. persicae populations in Tunisia. It also confirms the rapid spread of the M918L mutation which has been detected in many different areas of the Mediterranean basin. © 2022 Society of Chemical Industry.
Collapse
Affiliation(s)
- Amen Hlaoui
- Laboratoire de Protection des Végétaux, Institut National de la Recherche Agronomique de Tunisie, INRAT, Université de Carthage, Ariana, Tunisie
- Département Santé Végétale et Environnement, Institut National Agronomique de Tunisie, INAT, Université de Carthage, Tunis, Tunisie
| | - Olga Chiesa
- Department of Sustainable Crop Production, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Christian C Figueroa
- Centre for Molecular and Functional Ecology in Agroecosystems, Universidad de Talca, Talca, Chile
- Instituto de Ciencias Biológicas, Universidad de Talca, Talca, Chile
| | - Rebha Souissi
- Laboratoire de Protection des Végétaux, Institut National de la Recherche Agronomique de Tunisie, INRAT, Université de Carthage, Ariana, Tunisie
| | - Emanuele Mazzoni
- Department of Sustainable Crop Production, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Sonia Boukhris-Bouhachem
- Laboratoire de Protection des Végétaux, Institut National de la Recherche Agronomique de Tunisie, INRAT, Université de Carthage, Ariana, Tunisie
| |
Collapse
|
14
|
Nurjadi D, Kocer K, Chanthalangsy Q, Klein S, Heeg K, Boutin S. New Delhi Metallo-Beta-Lactamase Facilitates the Emergence of Cefiderocol Resistance in Enterobacter cloacae. Antimicrob Agents Chemother 2022; 66:e0201121. [PMID: 34871093 PMCID: PMC8846454 DOI: 10.1128/aac.02011-21] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 12/02/2021] [Indexed: 01/05/2023] Open
Abstract
Cefiderocol is a promising novel siderophore cephalosporin for the treatment of multidrug-resistant Gram-negative bacilli and with stability against degradation by metallo-β-lactamases. Nonetheless, the emergence of cefiderocol in metallo-β-lactamase-producing Enterobacterales during therapy has been reported on more than one occasion. To understand the underlying mechanisms and factors facilitating the resistance development, we conducted an in vitro evolution experiment using clinical E. cloacae isolates via serial passaging under cefiderocol pressure. In this study, we showed that the presence of the New Delhi metallo-β-lactamase (NDM) facilitates the emergence of resistance via nonsynonymous mutations of the CirA catecholate siderophore receptor. Inhibition of metallo-β-lactamase activity using dipicolinic acid prevented the emergence of cefiderocol-resistant mutants successfully. This finding implies that caution should be taken when using cefiderocol for the treatment of infections caused by metallo-β-lactamase-producing bacteria.
Collapse
Affiliation(s)
- Dennis Nurjadi
- Department of Infectious Diseases, Medical Microbiology and Hospital Hygiene, University Hospital Heidelberg, Heidelberg, Germany
| | - Kaan Kocer
- Department of Infectious Diseases, Medical Microbiology and Hospital Hygiene, University Hospital Heidelberg, Heidelberg, Germany
| | - Quan Chanthalangsy
- Department of Infectious Diseases, Medical Microbiology and Hospital Hygiene, University Hospital Heidelberg, Heidelberg, Germany
| | - Sabrina Klein
- Department of Infectious Diseases, Medical Microbiology and Hospital Hygiene, University Hospital Heidelberg, Heidelberg, Germany
| | - Klaus Heeg
- Department of Infectious Diseases, Medical Microbiology and Hospital Hygiene, University Hospital Heidelberg, Heidelberg, Germany
| | - Sébastien Boutin
- Department of Infectious Diseases, Medical Microbiology and Hospital Hygiene, University Hospital Heidelberg, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany
| |
Collapse
|
15
|
The Dynamism of Transposon Methylation for Plant Development and Stress Adaptation. Int J Mol Sci 2021; 22:ijms222111387. [PMID: 34768817 PMCID: PMC8583499 DOI: 10.3390/ijms222111387] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/13/2021] [Accepted: 10/19/2021] [Indexed: 02/06/2023] Open
Abstract
Plant development processes are regulated by epigenetic alterations that shape nuclear structure, gene expression, and phenotypic plasticity; these alterations can provide the plant with protection from environmental stresses. During plant growth and development, these processes play a significant role in regulating gene expression to remodel chromatin structure. These epigenetic alterations are mainly regulated by transposable elements (TEs) whose abundance in plant genomes results in their interaction with genomes. Thus, TEs are the main source of epigenetic changes and form a substantial part of the plant genome. Furthermore, TEs can be activated under stress conditions, and activated elements cause mutagenic effects and substantial genetic variability. This introduces novel gene functions and structural variation in the insertion sites and primarily contributes to epigenetic modifications. Altogether, these modifications indirectly or directly provide the ability to withstand environmental stresses. In recent years, many studies have shown that TE methylation plays a major role in the evolution of the plant genome through epigenetic process that regulate gene imprinting, thereby upholding genome stability. The induced genetic rearrangements and insertions of mobile genetic elements in regions of active euchromatin contribute to genome alteration, leading to genomic stress. These TE-mediated epigenetic modifications lead to phenotypic diversity, genetic variation, and environmental stress tolerance. Thus, TE methylation is essential for plant evolution and stress adaptation, and TEs hold a relevant military position in the plant genome. High-throughput techniques have greatly advanced the understanding of TE-mediated gene expression and its associations with genome methylation and suggest that controlled mobilization of TEs could be used for crop breeding. However, development application in this area has been limited, and an integrated view of TE function and subsequent processes is lacking. In this review, we explore the enormous diversity and likely functions of the TE repertoire in adaptive evolution and discuss some recent examples of how TEs impact gene expression in plant development and stress adaptation.
Collapse
|
16
|
Singh KS, Cordeiro EMG, Troczka BJ, Pym A, Mackisack J, Mathers TC, Duarte A, Legeai F, Robin S, Bielza P, Burrack HJ, Charaabi K, Denholm I, Figueroa CC, ffrench-Constant RH, Jander G, Margaritopoulos JT, Mazzoni E, Nauen R, Ramírez CC, Ren G, Stepanyan I, Umina PA, Voronova NV, Vontas J, Williamson MS, Wilson ACC, Xi-Wu G, Youn YN, Zimmer CT, Simon JC, Hayward A, Bass C. Global patterns in genomic diversity underpinning the evolution of insecticide resistance in the aphid crop pest Myzus persicae. Commun Biol 2021; 4:847. [PMID: 34234279 PMCID: PMC8263593 DOI: 10.1038/s42003-021-02373-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 06/17/2021] [Indexed: 02/06/2023] Open
Abstract
The aphid Myzus persicae is a destructive agricultural pest that displays an exceptional ability to develop resistance to both natural and synthetic insecticides. To investigate the evolution of resistance in this species we generated a chromosome-scale genome assembly and living panel of >110 fully sequenced globally sampled clonal lines. Our analyses reveal a remarkable diversity of resistance mutations segregating in global populations of M. persicae. We show that the emergence and spread of these mechanisms is influenced by host-plant associations, uncovering the widespread co-option of a host-plant adaptation that also offers resistance against synthetic insecticides. We identify both the repeated evolution of independent resistance mutations at the same locus, and multiple instances of the evolution of novel resistance mechanisms against key insecticides. Our findings provide fundamental insights into the genomic responses of global insect populations to strong selective forces, and hold practical relevance for the control of pests and parasites.
Collapse
Affiliation(s)
- Kumar Saurabh Singh
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | - Erick M. G. Cordeiro
- grid.11899.380000 0004 1937 0722Departamento de Entomologia e Acarologia, Escola Superior de Agricultura “Luiz de Queiroz,”, Universidade de São Paulo, Piracicaba, Brazil
| | - Bartlomiej J. Troczka
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | - Adam Pym
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | - Joanna Mackisack
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | - Thomas C. Mathers
- grid.14830.3e0000 0001 2175 7246Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Ana Duarte
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | | | | | - Pablo Bielza
- grid.218430.c0000 0001 2153 2602Departamento de Producción Vegetal, Universidad Politécnica de Cartagena, Cartagena, Spain
| | - Hannah J. Burrack
- grid.40803.3f0000 0001 2173 6074Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC USA
| | - Kamel Charaabi
- Laboratory of Biotechnology and Nuclear Technologies, National Center of Nuclear Sciences and Technologies, Biotechpole of Sidi Thabet, Sidi Thabet, Ariana Tunisia
| | - Ian Denholm
- grid.5846.f0000 0001 2161 9644Department of Biological and Environmental Sciences, University of Hertfordshire, Hatfield, UK
| | - Christian C. Figueroa
- grid.10999.380000 0001 0036 2536Instituto de Ciencias Biológicas, Universidad de Talca, Talca, Chile
| | - Richard H. ffrench-Constant
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | - Georg Jander
- grid.5386.8000000041936877XBoyce Thompson Institute, Ithaca, NY USA
| | - John T. Margaritopoulos
- Department of Plant Protection at Volos, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization ‘DEMETER’, Volos, Greece
| | - Emanuele Mazzoni
- grid.8142.f0000 0001 0941 3192Department of Sustainable Crop Production, Section Sustainable Crop and Food Protection, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Ralf Nauen
- grid.420044.60000 0004 0374 4101Bayer AG, Crop Science Division, R&D, Monheim, Germany
| | - Claudio C. Ramírez
- grid.10999.380000 0001 0036 2536Instituto de Ciencias Biológicas, Universidad de Talca, Talca, Chile
| | - Guangwei Ren
- grid.410727.70000 0001 0526 1937Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Ilona Stepanyan
- grid.418094.00000 0001 1146 7878Scientific Center of Zoology and Hydroecology, National Academy of Science, Republic of Armenia, Yerevan, Armenia
| | - Paul A. Umina
- Cesar, Parkville, Victoria Australia ,grid.1008.90000 0001 2179 088XSchool of BioSciences, The University of Melbourne, Parkville, Victoria Australia
| | - Nina V. Voronova
- grid.17678.3f0000 0001 1092 255XThe Department of General Ecology and Methods of Biology Teaching, Belarusian State University, Minsk, Republic of Belarus
| | - John Vontas
- grid.4834.b0000 0004 0635 685XInstitute of Molecular Biology & Biotechnology, Foundation for Research & Technology Hellas, Crete, Greece ,grid.10985.350000 0001 0794 1186Department of Crop Science, Agricultural University of Athens, Athens, Greece
| | - Martin S. Williamson
- grid.418374.d0000 0001 2227 9389Department of Biointeractions and Crop Protection, Rothamsted Research, Harpenden, UK
| | - Alex C. C. Wilson
- grid.26790.3a0000 0004 1936 8606Department of Biology, University of Miami, Coral Gables, FL USA
| | - Gao Xi-Wu
- grid.22935.3f0000 0004 0530 8290Department of Entomology, College of Plant Protection, China Agricultural University, Beijing, China
| | - Young-Nam Youn
- grid.254230.20000 0001 0722 6377Department of Applied Biology, College of Agricultural and Life Science, Chungnam National University, Daejeon, Korea
| | - Christoph T. Zimmer
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK ,grid.420222.40000 0001 0669 0426Present Address: Syngenta Crop Protection, Werk Stein, Schaffhauserstrasse, Stein, Switzerland
| | | | - Alex Hayward
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| | - Chris Bass
- grid.8391.30000 0004 1936 8024College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, Cornwall UK
| |
Collapse
|