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Hart AF, Verbeeck J, Ariza D, Cejas D, Ghisbain G, Honchar H, Radchenko VG, Straka J, Ljubomirov T, Lecocq T, Dániel-Ferreira J, Flaminio S, Bortolotti L, Karise R, Meeus I, Smagghe G, Vereecken N, Vandamme P, Michez D, Maebe K. Signals of adaptation to agricultural stress in the genomes of two European bumblebees. Front Genet 2022; 13:993416. [PMID: 36276969 PMCID: PMC9579324 DOI: 10.3389/fgene.2022.993416] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/21/2022] [Indexed: 11/25/2022] Open
Abstract
Human-induced environmental impacts on wildlife are widespread, causing major biodiversity losses. One major threat is agricultural intensification, typically characterised by large areas of monoculture, mechanical tillage, and the use of agrochemicals. Intensification leads to the fragmentation and loss of natural habitats, native vegetation, and nesting and breeding sites. Understanding the adaptability of insects to these changing environmental conditions is critical to predicting their survival. Bumblebees, key pollinators of wild and cultivated plants, are used as model species to assess insect adaptation to anthropogenic stressors. We investigated the effects of agricultural pressures on two common European bumblebees, Bombus pascuorum and B. lapidarius. Restriction-site Associated DNA Sequencing was used to identify loci under selective pressure across agricultural-natural gradients over 97 locations in Europe. 191 unique loci in B. pascuorum and 260 in B. lapidarius were identified as under selective pressure, and associated with agricultural stressors. Further investigation suggested several candidate proteins including several neurodevelopment, muscle, and detoxification proteins, but these have yet to be validated. These results provide insights into agriculture as a stressor for bumblebees, and signal for conservation action in light of ongoing anthropogenic changes.
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Affiliation(s)
- Alex F. Hart
- Ghent University, Faculty of Bioscience Engineering, Department of Plants and Crops, Lab of Agrozoology, Ghent, Belgium
| | - Jaro Verbeeck
- Ghent University, Faculty of Bioscience Engineering, Department of Plants and Crops, Lab of Agrozoology, Ghent, Belgium
| | - Daniel Ariza
- Ghent University, Faculty of Bioscience Engineering, Department of Plants and Crops, Lab of Agrozoology, Ghent, Belgium
| | - Diego Cejas
- Laboratory of Zoology, Research Institute for Biosciences, University of Mons, Mons, Belgium
| | - Guillaume Ghisbain
- Laboratory of Zoology, Research Institute for Biosciences, University of Mons, Mons, Belgium
- Smithsonian Tropical Research Institute, Gamboa, Panama
| | - Hanna Honchar
- Institute for Evolutionary Ecology, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - Vladimir G. Radchenko
- Institute for Evolutionary Ecology, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - Jakub Straka
- Charles University, Faculty of Science, Department of Zoology, Praha, Czech Republic
| | - Toshko Ljubomirov
- Institute of Biodiversity and Ecosystem Research—Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Thomas Lecocq
- Université de Lorraine, INRAE, URAFPA, Nancy, France
| | | | - Simone Flaminio
- Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Bologna, Italy
| | - Laura Bortolotti
- Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Bologna, Italy
| | - Reet Karise
- Estonian University of Life Sciences, Institute of Agricultural and Environmental Sciences, Tartu, Estonia
| | - Ivan Meeus
- Ghent University, Faculty of Bioscience Engineering, Department of Plants and Crops, Lab of Agrozoology, Ghent, Belgium
| | - Guy Smagghe
- Ghent University, Faculty of Bioscience Engineering, Department of Plants and Crops, Lab of Agrozoology, Ghent, Belgium
| | - Nicolas Vereecken
- Agroecology Lab, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Peter Vandamme
- Laboratory of Microbiology, Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Denis Michez
- Laboratory of Zoology, Research Institute for Biosciences, University of Mons, Mons, Belgium
| | - Kevin Maebe
- Ghent University, Faculty of Bioscience Engineering, Department of Plants and Crops, Lab of Agrozoology, Ghent, Belgium
- *Correspondence: Kevin Maebe,
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Cappadonna JK, Hereward JP, Walter GH. Diel activity patterns and arrestment behaviour in host associations of green mirids ( Creontiades dilutus). BULLETIN OF ENTOMOLOGICAL RESEARCH 2021; 111:129-137. [PMID: 32517817 DOI: 10.1017/s0007485320000322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Many plant bugs (Miridae) are generalist herbivores that feed on multiple host species. The reasons these bugs move across hosts and the behavioural mechanisms responsible for their retention at specific hosts remain elusive. Green mirids (Creontiades dilutus) are endemic to Australia. These insects are important pests of cotton (Gossypium hirsutum) and even in low numbers can cause substantial damage to crops. These bugs are also present in relatively much higher numbers on pigeon pea (Cajanus cajan) planted alongside cotton fields, and evidence shows they move across these crops in both directions. Observations of these highly mobile insects in the field are challenging, but indirect evidence suggests that they may be nocturnal. This study evaluated: (1) the diel (24 h) period in which C. dilutus adults were most active, (2) whether they respond to plant volatiles immediately prior to landing on host substrates, and (3) if their presence on a host is in response to attraction or arrestment cues. The results suggest that C. dilutus bugs are typically most active early in the evenings, after remaining motionless during the day (unless disturbed). Their movement (at night) was arrested by hosts prior to touching plant tissues. There was no evidence to suggest that these bugs are attracted by volatiles beyond 2 cm. These outcomes demonstrate that insect behaviours need to be investigated within their typical activity periods, and that arrestment cues possibly play a central role in the host finding process of generalist C. dilutus and probably, therefore, other mirid species.
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Affiliation(s)
- J K Cappadonna
- The University of Queensland, School of Biological Sciences, Brisbane, QLD 4072, Australia
| | - J P Hereward
- The University of Queensland, School of Biological Sciences, Brisbane, QLD 4072, Australia
| | - G H Walter
- The University of Queensland, School of Biological Sciences, Brisbane, QLD 4072, Australia
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3
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Perry KD, Keller MA, Baxter SW. Genome-wide analysis of diamondback moth, Plutella xylostella L., from Brassica crops and wild host plants reveals no genetic structure in Australia. Sci Rep 2020; 10:12047. [PMID: 32694639 PMCID: PMC7374630 DOI: 10.1038/s41598-020-68140-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 06/17/2020] [Indexed: 12/30/2022] Open
Abstract
Molecular studies of population structure can reveal insight into the movement patterns of mobile insect pests in agricultural landscapes. The diamondback moth, Plutella xylostella L., a destructive pest of Brassica vegetable and oilseed crops worldwide, seasonally colonizes winter canola crops in southern Australia from alternative host plant sources. To investigate movement, we collected 59 P. xylostella populations from canola crops, Brassica vegetable and forage crops and brassicaceous wild host plants throughout southern Australia in 2014 and 2015 and genotyped 833 individuals using RAD-seq for genome-wide analysis. Despite a geographic sampling scale > 3,000 km and a statistically powerful set of 1,032 SNP markers, there was no genetic differentiation among P. xylostella populations irrespective of geographic location, host plant or sampling year, and no evidence for isolation-by-distance. Hierarchical STRUCTURE analysis at K = 2–5 showed nearly uniform ancestry in both years. Cluster analysis showed divergence of a small number of individuals at several locations, possibly reflecting an artefact of sampling related individuals. It is likely that genetic homogeneity within Australian P. xylostella largely reflects the recent colonization history of this species but is maintained through some level of present gene flow. Use of genome-wide neutral markers was uninformative for revealing the seasonal movements of P. xylostella within Australia, but may provide more insight in other global regions where the species has higher genetic diversity.
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Affiliation(s)
- Kym D Perry
- School of Agriculture Food and Wine, University of Adelaide, Adelaide, 5005, Australia. .,Entomology Unit, South Australian Research and Development Institute, Adelaide, 5001, Australia.
| | - Michael A Keller
- School of Agriculture Food and Wine, University of Adelaide, Adelaide, 5005, Australia
| | - Simon W Baxter
- School of BioSciences, University of Melbourne, Melbourne, 3010, Australia.
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4
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Cappadonna JK, Hereward JP, Walter GH. Inferring Invasion Paths Into Cotton by Creontiades dilutus (Hemiptera: Miridae) From Arid Zone and Agricultural Sources. ENVIRONMENTAL ENTOMOLOGY 2019; 48:1489-1498. [PMID: 31688896 DOI: 10.1093/ee/nvz126] [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: 07/10/2019] [Indexed: 06/10/2023]
Abstract
Managing agricultural pests that use multiple host plant species is a challenge when individuals move between host plants in natural vegetation and agricultural environments. The green mirid (Creontiades dilutus) Stål (Hemiptera: Miridae) is endemic to Australia and routinely invades cotton from local uncultivated vegetation, but may also originate from remote locations in the arid continental interior. This bug is polyphagous and highly mobile, which contributes to its pest status in cotton L. (Malvaceae) systems as well as its persistence in arid environments with sparsely distributed ephemeral host plants. The aim of this study was to evaluate how C. dilutus individuals use a variety of host species across remote arid regions and highly managed agricultural landscapes. Structured field surveys spanning vast areas across the Simpson Desert in the arid heart of Australia, as well as subcoastal cotton production systems, were designed to evaluate host use across environments that share few plant species. High numbers of C. dilutus were collected from Cullen australasicum (Schltdl.) J.W.Grimes (Fabaceae) (perennial hosts) and Goodenia cycloptera R.Br. (Goodeniaceae) (ephemeral hosts) in the desert following rain. In agricultural environments, C. dilutus bugs were mostly found on irrigated Medicago sativa L. (Fabaceae) (lucerne), and to a lesser extent Melilotus indicus (L.) All. (Fabaceae) near rivers. Significantly, bugs were on these plants prior to the planting of cotton across all environments surveyed. These data allow inferences relating host use, host abundance, and insect migration to one another to understand the connection that C. dilutus bugs have between arid and agricultural environments.
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Affiliation(s)
- J K Cappadonna
- School of Biological Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - J P Hereward
- School of Biological Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - G H Walter
- School of Biological Sciences, The University of Queensland, Brisbane, QLD, Australia
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Lacković N, Pernek M, Bertheau C, Franjević D, Stauffer C, Avtzis DN. Limited Genetic Structure of Gypsy Moth Populations Reflecting a Recent History in Europe. INSECTS 2018; 9:insects9040143. [PMID: 30340416 PMCID: PMC6315394 DOI: 10.3390/insects9040143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/14/2018] [Accepted: 10/17/2018] [Indexed: 11/19/2022]
Abstract
The gypsy moth, Lymantria dispar, a prominent polyphagous species native to Eurasia, causes severe impacts in deciduous forests during irregular periodical outbreaks. This study aimed to describe the genetic structure and diversity among European gypsy moth populations. Analysis of about 500 individuals using a partial region of the mitochondrial COI gene, L. dispar was characterized by low genetic diversity, limited population structure, and strong evidence that all extant haplogroups arose via a single Holocene population expansion event. Overall 60 haplotypes connected to a single parsimony network were detected and genetic diversity was highest for the coastal populations Croatia, Italy, and France, while lowest in continental populations. Phylogenetic reconstruction resulted in three groups that were geographically located in Central Europe, Dinaric Alps, and the Balkan Peninsula. In addition to recent events, the genetic structure reflects strong gene flow and the ability of gypsy moth to feed on about 400 deciduous and conifer species. Distinct genetic groups were detected in populations from Georgia. This remote population exhibited haplotypes intermediate to the European L. dispar dispar, Asian L. dispar asiatica, and L. dispar japonica clusters, highlighting this area as a possible hybridization zone of this species for future studies applying genomic approaches.
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Affiliation(s)
- Nikola Lacković
- Croatian Forest Research Institute, Cvjetno naselje 41, 10450 Jastrebarsko, Croatia.
| | - Milan Pernek
- Croatian Forest Research Institute, Cvjetno naselje 41, 10450 Jastrebarsko, Croatia.
| | - Coralie Bertheau
- UMR CNRS-UFC 6249 Chrono-Environment, Université de Franche Comte, 25200 Montbéliard, France.
| | - Damjan Franjević
- Faculty of Science, University of Zagreb, HR-10000 Zagreb, Croatia.
| | - Christian Stauffer
- Department of Forest and Soil Sciences, BOKU, University of Natural Resources and Life Sciences, A-1180 Vienna, Austria.
| | - Dimitrios N Avtzis
- Forest Research Institute, Hellenic Agricultural Organization Demeter, Vasilika, 57006 Thessaloniki, Greece.
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Malka O, Santos-Garcia D, Feldmesser E, Sharon E, Krause-Sakate R, Delatte H, van Brunschot S, Patel M, Visendi P, Mugerwa H, Seal S, Colvin J, Morin S. Species-complex diversification and host-plant associations in Bemisia tabaci: A plant-defence, detoxification perspective revealed by RNA-Seq analyses. Mol Ecol 2018; 27:4241-4256. [PMID: 30222226 PMCID: PMC6334513 DOI: 10.1111/mec.14865] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 08/30/2018] [Accepted: 09/04/2018] [Indexed: 12/22/2022]
Abstract
Insect–plant associations and their role in diversification are mostly studied in specialists. Here, we aimed to identify macroevolution patterns in the relationships between generalists and their host plants that have the potential to promote diversification. We focused on the Bemisia tabaci species complex containing more than 35 cryptic species. Mechanisms for explaining this impressive diversification have focused so far on allopatric forces that assume a common, broad, host range. We conducted a literature survey which indicated that species in the complex differ in their host range, with only few showing a truly broad one. We then selected six species, representing different phylogenetic groups and documented host ranges. We tested whether differences in the species expression profiles of detoxification genes are shaped more by their phylogenetic relationships or by their ability to successfully utilize multiple hosts, including novel ones. Performance assays divided the six species into two groups of three, one showing higher performance on various hosts than the other (the lower performance group). The same grouping pattern appeared when the species were clustered according to their expression profiles. Only species placed in the lower performance group showed a tendency to lower the expression of multiple genes. Taken together, these findings bring evidence for the existence of a common detoxification “machinery,” shared between species that can perform well on multiple hosts. We raise the possibility that this “machinery” might have played a passive role in the diversification of the complex, by allowing successful migration to new/novel environments, leading, in some cases, to fragmentation and speciation.
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Affiliation(s)
- Osnat Malka
- Department of Entomology, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Diego Santos-Garcia
- Department of Entomology, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Ester Feldmesser
- Department of Biological Services, Weizmann Institute of Science, Rehovot, Israel
| | - Elad Sharon
- Department of Entomology, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Renate Krause-Sakate
- Department of Plant Protection, School of Agriculture, São Paulo State University, Botucatu, Brazil
| | | | - Sharon van Brunschot
- Natural Resources Institute, University of Greenwich, Kent, UK.,School of Biological Sciences, The University of Queensland, Brisbane, Queensland, Australia
| | | | - Paul Visendi
- Natural Resources Institute, University of Greenwich, Kent, UK
| | - Habibu Mugerwa
- Natural Resources Institute, University of Greenwich, Kent, UK
| | - Susan Seal
- Natural Resources Institute, University of Greenwich, Kent, UK
| | - John Colvin
- Natural Resources Institute, University of Greenwich, Kent, UK
| | - Shai Morin
- Department of Entomology, The Hebrew University of Jerusalem, Rehovot, Israel
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7
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Zhang YM, Bass AIH, Fernández DC, Sharanowski BJ. Habitat or temporal isolation: Unraveling herbivore-parasitoid speciation patterns using double digest RADseq. Ecol Evol 2018; 8:9803-9816. [PMID: 30386576 PMCID: PMC6202701 DOI: 10.1002/ece3.4457] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 07/20/2018] [Indexed: 11/08/2022] Open
Abstract
Ecological speciation is often observed in phytophagous insects and their parasitoids due to divergent selection caused by host-associated or temporal differences. Most previous studies have utilized limited genetic markers or distantly related species to look for reproductive barriers of speciation. In our study, we focus on closely related species of Lygus bugs and two sister species of Peristenus parasitoid wasps. Using mitochondrial DNA COI and genomewide SNPs generated using ddRADseq, we tested for potential effects of host-associated differentiation (HAD) or temporal isolation in this system. While three species of Lygus are clearly delineated with both COI and SNPs, no evidence of HAD or temporal differentiation was detected. Two Peristenus sister species were supported by both sets of markers and separated temporally, with P. mellipes emerging early in June and attacking the first generation of Lygus, while P. howardi emerging later in August and attacking the second generation of their hosts. This is one of the few studies to examine closely related hosts and parasitoids to examine drivers of diversification. Given the results of this study, the Lygus-Peristenus system demonstrates temporal isolation as a potential barrier to reproductive isolation for parasitoids, which could indicate higher parasitoid diversity in regions of multivoltine hosts. This study also demonstrates that incorporating systematics improves studies of parasitoid speciation, particularly by obtaining accurate host records through rearing, carefully delimiting cryptic species and examining population-level differences with genomic-scale data among closely related taxa.
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Affiliation(s)
- Y. Miles Zhang
- Department of BiologyUniversity of Central FloridaOrlandoFlorida
| | - Amber I. H. Bass
- Department of BiologyUniversity of Central FloridaOrlandoFlorida
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Wilson LJ, Whitehouse MEA, Herron GA. The Management of Insect Pests in Australian Cotton: An Evolving Story. ANNUAL REVIEW OF ENTOMOLOGY 2018; 63:215-237. [PMID: 29324044 DOI: 10.1146/annurev-ento-020117-043432] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The Australian cotton industry progressively embraced integrated pest management (IPM) to alleviate escalating insecticide resistance issues. A systems IPM approach was used with core principles that were built around pest ecology/biology and insecticide resistance management; together, these were integrated into a flexible, year-round approach that facilitated easy incorporation of new science, strategies, and pests. The approach emphasized both strategic and tactical elements to reduce pest abundance and rationalize decisions about pest control, with insecticides as a last resort. Industry involvement in developing the approach was vital to embedding IPM within the farming system. Adoption of IPM was facilitated by the introduction of Bt cotton, availability of selective insecticides, economic validation, and an industry-wide extension campaign. Surveys indicate IPM is now embedded in industry, confirming the effectiveness of an industry-led, backed-by-science approach. The amount of insecticide active ingredient applied per hectare against pests has also declined dramatically. Though challenges remain, pest management has transitioned from reactively attempting to eradicate pests from fields to proactively managing them year-round, considering the farm within the wider landscape.
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Affiliation(s)
- Lewis J Wilson
- CSIRO Agriculture and Food, Narrabri, New South Wales 2390, Australia;
| | | | - Grant A Herron
- New South Wales Department of Primary Industries, Narellan, New South Wales 2567, Australia;
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9
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Hereward JP. Complete mitochondrial genome of the green mirid Creontiades dilutus Stål (Hemiptera: Miridae). Mitochondrial DNA B Resour 2016; 1:321-322. [PMID: 33644369 PMCID: PMC7871841 DOI: 10.1080/23802359.2016.1172044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The complete mitochondrial genome of the green mirid, Creontiades dilutus, a significant pest of cotton in Australia, comprises 15,864 bp and has a GC content of 22.3%. The layout of the 13 mitochondrial protein-coding genes follows the ancestral insect arrangement, and 22 tRNA’s were detected as well as the small and large rRNA’s. Phylogenetic analysis of available mirid mitogenomes places Creontiades closer to Adelphocoris than the other four genera.
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Affiliation(s)
- James Peter Hereward
- School of Biological Sciences, The University of Queensland, Brisbane, Australia
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10
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Antwi JB, Sword GA, Medina RF. Host-associated differentiation in a highly polyphagous, sexually reproducing insect herbivore. Ecol Evol 2015; 5:2533-43. [PMID: 26257868 PMCID: PMC4523351 DOI: 10.1002/ece3.1526] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2015] [Revised: 04/14/2015] [Accepted: 04/15/2015] [Indexed: 11/12/2022] Open
Abstract
Insect herbivores may undergo genetic divergence on their host plants through host-associated differentiation (HAD). Much of what we know about HAD involves insect species with narrow host ranges (i.e., specialists) that spend part or all their life cycle inside their hosts, and/or reproduce asexually (e.g., parthenogenetic insects), all of which are thought to facilitate HAD. However, sexually reproducing polyphagous insects can also exhibit HAD. Few sexually reproducing insects have been tested for HAD, and when they have insects from only a handful of potential host-plant populations have been tested, making it difficult to predict how common HAD is when one considers the entire species’ host range. This question is particularly relevant when considering insect pests, as host-associated populations may differ in traits relevant to their control. Here, we tested for HAD in a cotton (Gossypium hirsutum) pest, the cotton fleahopper (CFH) (Pseudatomoscelis seriatus), a sexually reproducing, highly polyphagous hemipteran insect. A previous study detected one incidence of HAD among three of its host plants. We used Amplified fragment length polymorphism (AFLP) markers to assess HAD in CFH collected from an expanded array of 13 host-plant species belonging to seven families. Overall, four genetically distinct populations were found. One genetically distinct genotype was exclusively associated with one of the host-plant species while the other three were observed across more than one host-plant species. The relatively low degree of HAD in CFH compared to the pea aphid, another hemipteran insect, stresses the likely importance of sexual recombination as a factor increasing the likelihood of HAD.
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Affiliation(s)
- Josephine B Antwi
- Department of Entomology, Texas A&M University College Station, Texas
| | - Gregory A Sword
- Department of Entomology, Texas A&M University College Station, Texas ; Faculty of Ecology and Evolutionary Biology, Texas A&M University College Station, Texas
| | - Raul F Medina
- Department of Entomology, Texas A&M University College Station, Texas ; Faculty of Ecology and Evolutionary Biology, Texas A&M University College Station, Texas
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11
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Meirmans PG. Nonconvergence in Bayesian estimation of migration rates. Mol Ecol Resour 2014; 14:726-33. [DOI: 10.1111/1755-0998.12216] [Citation(s) in RCA: 137] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Revised: 12/09/2013] [Accepted: 12/13/2013] [Indexed: 12/18/2022]
Affiliation(s)
- Patrick G. Meirmans
- Institute for Biodiversity and Ecosystem Dynamics (IBED); University of Amsterdam; P.O. Box 94248 1090GE Amsterdam
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