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Papadopoulos AG, Koskinioti P, Zarpas KD, Papadopoulos NT. Differential Cold Tolerance on Immature Stages of Geographically Divergent Ceratitis capitata Populations. Biology (Basel) 2023; 12:1379. [PMID: 37997978 PMCID: PMC10668952 DOI: 10.3390/biology12111379] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 11/25/2023]
Abstract
Cold tolerance of adult medflies has been extensively studied but the effect of subfreezing temperatures on the immature stages remains poorly investigated, especially as far as different populations are regarded. In this study, we estimated the acute cold stress response of three geographically divergent Mediterranean fruit fly populations originating from Greece (Crete, Volos) and Croatia (Dubrovnik) by exposing immature stages (eggs, larvae, pupae) to subfreezing temperatures. We first determined the LT50 for each immature stage following one hour of exposure to different temperatures. Then eggs, larvae and pupae of the different populations were exposed to their respective LT50 for one hour (LT50 = -11 °C, LT50 = -4.4 °C, LT50 = -5 °C for eggs, larvae and pupae, respectively). Our results demonstrate that populations responded differently depending on their developmental stage. The population of Dubrovnik was the most cold-susceptible at the egg stage, whereas in that of Crete it was at the larval and pupal stage. The population of Volos was the most cold-tolerant at all developmental stages. The egg stage was the most cold-tolerant, followed by pupae and finally the 3rd instar wandering larvae. This study contributes towards understanding the cold stress response of this serious pest and provides data for important parameters that determine its successful establishment to unfavorable environments with an emphasis on range expansion to the northern, more temperate regions of Europe.
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Affiliation(s)
| | | | | | - Nikos T. Papadopoulos
- Department of Agriculture, Crop Production and Rural Environment, School of Agricultural Sciences, University of Thessaly, 38446 Volos, Greece; (A.G.P.); (P.K.); (K.D.Z.)
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Kyritsis GA, Koskinioti P, Bourtzis K, Papadopoulos NT. Effect of Wolbachia Infection and Adult Food on the Sexual Signaling of Males of the Mediterranean Fruit Fly Ceratitis capitata. Insects 2022; 13:737. [PMID: 36005362 PMCID: PMC9409120 DOI: 10.3390/insects13080737] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 08/11/2022] [Accepted: 08/13/2022] [Indexed: 06/15/2023]
Abstract
Sexual signaling is a fundamental component of sexual behavior of Ceratitis capitata that highly determines males' mating success. Nutritional status and age are dominant factors known to affect males' signaling performance and define the female decision to accept a male as a sexual partner. Wolbachia pipientis, a widespread endosymbiotic bacterium of insects and other arthropods, exerts several biological effects on its hosts. However, the effects of Wolbachia infection on the sexual behavior of medfly and the interaction between Wolbachia infection and adult food remain unexplored. This study was conducted to determine the effects of Wolbachia on sexual signaling of protein-fed and protein-deprived males. Our findings demonstrate that: (a) Wolbachia infection reduced male sexual signaling rates in both food regimes; (b) the negative effect of Wolbachia infection was more pronounced on protein-fed than protein-deprived males, and it was higher at younger ages, indicating that the bacterium regulates male sexual maturity; (c) Wolbachia infection alters the daily pattern of sexual signaling; and (d) protein deprivation bears significant descent on sexual signaling frequency of the uninfected males, whereas no difference was observed for the Wolbachia-infected males. The impact of our findings on the implementation of Incompatible Insect Technique (IIT) or the combined SIT/IIT towards controlling insect pests is discussed.
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Affiliation(s)
- Georgios A. Kyritsis
- Laboratory of Entomology and Agricultural Zoology, Department of Agriculture Crop Production and Rural Environment, University of Thessaly, Phytokou St., 38446 New Ionia, Greece
| | - Panagiota Koskinioti
- Laboratory of Entomology and Agricultural Zoology, Department of Agriculture Crop Production and Rural Environment, University of Thessaly, Phytokou St., 38446 New Ionia, Greece
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Centre of Nuclear Techniques in Food and Agriculture, 2444 Seibersdorf, Austria
| | - Nikos T. Papadopoulos
- Laboratory of Entomology and Agricultural Zoology, Department of Agriculture Crop Production and Rural Environment, University of Thessaly, Phytokou St., 38446 New Ionia, Greece
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Koskinioti P, Augustinos AA, Carvalho DO, Misbah-Ul-Haq M, Pillwax G, de la Fuente LD, Salvador-Herranz G, Herrero RA, Bourtzis K. Genetic sexing strains for the population suppression of the mosquito vector Aedes aegypti. Philos Trans R Soc Lond B Biol Sci 2020; 376:20190808. [PMID: 33357054 PMCID: PMC7776939 DOI: 10.1098/rstb.2019.0808] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Aedes aegypti is the primary vector of arthropod-borne viruses including dengue, chikungunya and Zika. Vector population control methods are reviving to impede disease transmission. An efficient sex separation for male-only releases is crucial for area-wide mosquito population suppression strategies. Here, we report on the construction of two genetic sexing strains using red- and white-eye colour mutations as selectable markers. Quality control analysis showed that the Red-eye genetic sexing strains (GSS) is better and more genetically stable than the White-eye GSS. The introduction of an irradiation-induced inversion (Inv35) increases genetic stability and reduces the probability of female contamination of the male release batches. Bi-weekly releases of irradiated males of both the Red-eye GSS and the Red-eye GSS/Inv35 fully suppressed target laboratory cage populations within six and nine weeks, respectively. An image analysis algorithm allowing sex determination based on eye colour identification at the pupal stage was developed. The next step is to automate the Red-eye-based genetic sexing and validate it in pilot trials prior to its integration in large-scale population suppression programmes. This article is part of the theme issue ‘Novel control strategies for mosquito-borne diseases’.
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Affiliation(s)
- Panagiota Koskinioti
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria.,Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Antonios A Augustinos
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria
| | - Danilo O Carvalho
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria
| | - Muhammad Misbah-Ul-Haq
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria.,Nuclear Institute for Food and Agriculture, Peshawar, Pakistan
| | - Gulizar Pillwax
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria
| | - Lucia Duran de la Fuente
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria
| | - Gustavo Salvador-Herranz
- Departamento de Expresión Gráfica, Proyectos y Urbanismo, Universidad CEU Cardenal Herrera, Valencia, Spain
| | - Rafael Argilés Herrero
- Insect Pest Control Section, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Wagramerstrasse 5, PO Box 100, 1400 Vienna, Austria
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria
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4
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Augustinos AA, Misbah-Ul-Haq M, Carvalho DO, de la Fuente LD, Koskinioti P, Bourtzis K. Irradiation induced inversions suppress recombination between the M locus and morphological markers in Aedes aegypti. BMC Genet 2020; 21:142. [PMID: 33339503 PMCID: PMC7747368 DOI: 10.1186/s12863-020-00949-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Aedes aegypti is the primary vector of arthropod-borne viruses and one of the most widespread and invasive mosquito species. Due to the lack of efficient specific drugs or vaccination strategies, vector population control methods, such as the sterile insect technique, are receiving renewed interest. However, availability of a reliable genetic sexing strategy is crucial, since there is almost zero tolerance for accidentally released females. Development of genetic sexing strains through classical genetics is hindered by genetic recombination that is not suppressed in males as is the case in many Diptera. Isolation of naturally-occurring or irradiation-induced inversions can enhance the genetic stability of genetic sexing strains developed through genetically linking desirable phenotypes with the male determining region. RESULTS For the induction and isolation of inversions through irradiation, 200 male pupae of the 'BRA' wild type strain were irradiated at 30 Gy and 100 isomale lines were set up by crossing with homozygous 'red-eye' (re) mutant females. Recombination between re and the M locus and the white (w) gene (causing a recessive white eye phenotype when mutated) and the M locus was tested in 45 and 32 lines, respectively. One inversion (Inv35) reduced recombination between both re and the M locus, and wand the M locus, consistent with the presence of a rather extended inversion between the two morphological mutations, that includes the M locus. Another inversion (Inv5) reduced recombination only between w and the M locus. In search of naturally-occurring, recombination-suppressing inversions, homozygous females from the red eye and the white eye strains were crossed with seventeen and fourteen wild type strains collected worldwide, representing either recently colonized or long-established laboratory populations. Despite evidence of varying frequencies of recombination, no combination led to the elimination or substantial reduction of recombination. CONCLUSION Inducing inversions through irradiation is a feasible strategy to isolate recombination suppressors either on the M or the m chromosome for Aedes aegypti. Such inversions can be incorporated in genetic sexing strains developed through classical genetics to enhance their genetic stability and support SIT or other approaches that aim to population suppression through male-delivered sterility.
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Affiliation(s)
- Antonios A Augustinos
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, A-1400, Vienna, Austria.
- Present address: Department of Plant Protection, Hellenic Agricultural Organization-Demeter, Institute of Industrial and Forage Crops, 26442, Patras, Greece.
| | - Muhammad Misbah-Ul-Haq
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, A-1400, Vienna, Austria
- Present address: Nuclear Institute for Food and Agriculture (NIFA), Peshawar, Pakistan
| | - Danilo O Carvalho
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, A-1400, Vienna, Austria
| | - Lucia Duran de la Fuente
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, A-1400, Vienna, Austria
| | - Panagiota Koskinioti
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, A-1400, Vienna, Austria
- Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, 41500, Larissa, Greece
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, A-1400, Vienna, Austria.
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5
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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: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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 Sciences, University of Groningen, PO Box 11103, 9700 CC, Groningen, The Netherlands
| | - Erica Ras
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and Agriculture, Vienna International Centre, P.O. Box 100, 1400, Vienna, Austria
| | - Kim B Ferguson
- Laboratory of Genetics, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Simone Ariëns
- Group for Population and Evolutionary Ecology, FB 02, Institute of Ecology, University of Bremen, Leobener Str. 5, 28359, Bremen, Germany
| | | | - Piter Bijma
- Animal Breeding and Genomics, Wageningen University & Research, PO Box 338, 6700 AH, Wageningen, The Netherlands
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and Agriculture, Vienna International Centre, P.O. Box 100, 1400, Vienna, Austria
| | - Jacques Brodeur
- Institut de Recherche en Biologie Végétale, Université de Montréal, 4101 Sherbrooke Est, Montréal, Quebec, Canada, H1X 2B2
| | - Margreet A Bruins
- Laboratory of Genetics, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Alejandra Centurión
- Group for Population and Evolutionary Ecology, FB 02, Institute of Ecology, University of Bremen, Leobener Str. 5, 28359, Bremen, Germany
| | - Sophie R Chattington
- Group for Population and Evolutionary Ecology, FB 02, Institute of Ecology, University of Bremen, Leobener Str. 5, 28359, Bremen, Germany
| | - Milena Chinchilla-Ramírez
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y Biotecnología, Unidad Mixta Gestión Biotecnológica de Plagas UV-IVIA, Carretera CV-315, Km 10'7, 46113, Moncada, Valencia, Spain
| | - Marcel Dicke
- Laboratory of Entomology, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Nina E Fatouros
- Biosystematics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The 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 València, Dr Moliner 50, 46100, Burjassot, Valencia, Spain
| | - Thomas V M Groot
- Koppert Biological Systems, Veilingweg 14, 2651 BE, Berkel en Rodenrijs, The Netherlands
| | - Tim Haye
- CABI, Rue des Grillons 1, 2800, Delémont, Switzerland
| | - Markus Knapp
- Koppert Biological Systems, Veilingweg 14, 2651 BE, Berkel en Rodenrijs, The Netherlands
| | - Panagiota Koskinioti
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and Agriculture, Vienna International Centre, P.O. Box 100, 1400, Vienna, Austria.,Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, 41500, Larissa, Greece
| | - Sophie Le Hesran
- Laboratory of Entomology, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands.,Koppert Biological Systems, Veilingweg 14, 2651 BE, Berkel en Rodenrijs, The Netherlands
| | - Manolis Lyrakis
- Institut für Populationsgenetik, Vetmeduni Vienna, Veterinärplatz 1, 1210, Vienna, Austria.,Vienna Graduate School of Population Genetics, Vetmeduni Vienna, Veterinärplatz 1, 1210, Vienna, Austria
| | - Angeliki Paspati
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y Biotecnología, Unidad Mixta Gestión Biotecnológica de Plagas UV-IVIA, Carretera CV-315, Km 10'7, 46113, Moncada, Valencia, Spain
| | - Meritxell Pérez-Hedo
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y Biotecnología, Unidad Mixta Gestión Biotecnológica de Plagas UV-IVIA, Carretera CV-315, Km 10'7, 46113, Moncada, Valencia, Spain
| | - Wouter N Plouvier
- INRA, CNRS, UMR 1355-7254, 400 Route des Chappes, BP 167 06903, Sophia Antipolis Cedex, France
| | - Christian Schlötterer
- Institut für Populationsgenetik, Vetmeduni Vienna, Veterinärplatz 1, 1210, Vienna, Austria
| | - Judith M Stahl
- CABI, Rue des Grillons 1, 2800, Delémont, Switzerland.,Kearney Agricultural Research and Extension Center, University of California Berkeley, 9240 South Riverbend Avenue, Parlier, CA, 93648, USA
| | - Andra Thiel
- Group for Population and Evolutionary Ecology, FB 02, Institute of Ecology, University of Bremen, Leobener Str. 5, 28359, Bremen, Germany
| | - Alberto Urbaneja
- Instituto Valenciano de Investigaciones Agrarias (IVIA), Centro de Protección Vegetal y Biotecnología, Unidad Mixta Gestión Biotecnológica de Plagas UV-IVIA, Carretera CV-315, Km 10'7, 46113, Moncada, Valencia, Spain
| | - Louis van de Zande
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, PO Box 11103, 9700 CC, Groningen, The Netherlands
| | - Eveline C Verhulst
- Laboratory of Entomology, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Louise E M Vet
- Laboratory of Entomology, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands.,Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
| | - Sander Visser
- Institute of Entomology, Biology Centre CAS, Branišovská 31, 370 05, České Budějovice, Czech Republic.,Faculty of Science, University of South Bohemia, Branišovská 1760, 370 05, České Budějovice, Czech Republic
| | - John H Werren
- Department of Biology, University of Rochester, Rochester, NY, 14627, USA
| | - Shuwen Xia
- Animal Breeding and Genomics, Wageningen University & Research, PO Box 338, 6700 AH, Wageningen, The Netherlands
| | - Bas J Zwaan
- Laboratory of Genetics, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Sara Magalhães
- cE3c: Centre for Ecology, Evolution, and Environmental Changes, Faculdade de Ciências da Universidade de Lisboa, Edifício C2, Campo Grande, 1749-016, Lisbon, Portugal
| | - Leo W Beukeboom
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, PO Box 11103, 9700 CC, Groningen, The Netherlands
| | - Bart A Pannebakker
- Laboratory of Genetics, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
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6
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Meccariello A, Salvemini M, Primo P, Hall B, Koskinioti P, Dalíková M, Gravina A, Gucciardino MA, Forlenza F, Gregoriou ME, Ippolito D, Monti SM, Petrella V, Perrotta MM, Schmeing S, Ruggiero A, Scolari F, Giordano E, Tsoumani KT, Marec F, Windbichler N, Arunkumar KP, Bourtzis K, Mathiopoulos KD, Ragoussis J, Vitagliano L, Tu Z, Papathanos PA, Robinson MD, Saccone G. Maleness-on-the-Y ( MoY) orchestrates male sex determination in major agricultural fruit fly pests. Science 2019; 365:1457-1460. [PMID: 31467189 DOI: 10.1126/science.aax1318] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 08/16/2019] [Indexed: 12/16/2022]
Abstract
In insects, rapidly evolving primary sex-determining signals are transduced by a conserved regulatory module controlling sexual differentiation. In the agricultural pest Ceratitis capitata (Mediterranean fruit fly, or Medfly), we identified a Y-linked gene, Maleness-on-the-Y (MoY), encoding a small protein that is necessary and sufficient for male development. Silencing or disruption of MoY in XY embryos causes feminization, whereas overexpression of MoY in XX embryos induces masculinization. Crosses between transformed XY females and XX males give rise to males and females, indicating that a Y chromosome can be transmitted by XY females. MoY is Y-linked and functionally conserved in other species of the Tephritidae family, highlighting its potential to serve as a tool for developing more effective control strategies against these major agricultural insect pests.
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Affiliation(s)
- Angela Meccariello
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | - Marco Salvemini
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | - Pasquale Primo
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | - Brantley Hall
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
| | - Panagiota Koskinioti
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and Agriculture, A-1400 Vienna, Austria.,Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Martina Dalíková
- Institute of Entomology, Biology Centre of the Czech Academy of Sciences, 370 05 České Budějovice, Czech Republic.,Faculty of Science, University of South Bohemia, 370 05 České Budějovice, Czech Republic
| | - Andrea Gravina
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | | | - Federica Forlenza
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | - Maria-Eleni Gregoriou
- Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Domenica Ippolito
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | - Simona Maria Monti
- Institute of Biostructures and Bioimaging (IBB), CNR, 80134 Naples, Italy
| | - Valeria Petrella
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | | | - Stephan Schmeing
- Institute of Molecular Life Sciences and SIB Swiss Institute of Bioinformatics, University of Zurich, 8057 Zurich, Switzerland
| | - Alessia Ruggiero
- Institute of Biostructures and Bioimaging (IBB), CNR, 80134 Naples, Italy
| | - Francesca Scolari
- Department of Biology and Biotechnology, University of Pavia, 27100 Pavia, Italy
| | - Ennio Giordano
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy
| | - Konstantina T Tsoumani
- Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - František Marec
- Institute of Entomology, Biology Centre of the Czech Academy of Sciences, 370 05 České Budějovice, Czech Republic
| | - Nikolai Windbichler
- Department of Life Sciences, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
| | - Kallare P Arunkumar
- Centre of Excellence for Genetics and Genomics of Silkmoths, Laboratory of Molecular Genetics, Centre for DNA Fingerprinting and Diagnostics, Hyderabad 500 039, India
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and Agriculture, A-1400 Vienna, Austria
| | - Kostas D Mathiopoulos
- Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Jiannis Ragoussis
- Department of Human Genetics and Bioengineering, McGill University and Genome Quebec Innovation Centre, Montreal, QC H3A 0G1, Canada
| | - Luigi Vitagliano
- Institute of Biostructures and Bioimaging (IBB), CNR, 80134 Naples, Italy
| | - Zhijian Tu
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
| | - Philippos Aris Papathanos
- Section of Genomics and Genetics, Department of Experimental Medicine, University of Perugia, 06132 Perugia, Italy. .,Department of Entomology, The Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University of Jerusalem, Rehovot 76100, Israel
| | - Mark D Robinson
- Institute of Molecular Life Sciences and SIB Swiss Institute of Bioinformatics, University of Zurich, 8057 Zurich, Switzerland.
| | - Giuseppe Saccone
- Department of Biology, University of Naples "Federico II," 80126 Napoli, Italy.
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7
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Sagri E, Koskinioti P, Gregoriou ME, Tsoumani KT, Bassiakos YC, Mathiopoulos KD. Housekeeping in Tephritid insects: the best gene choice for expression analyses in the medfly and the olive fly. Sci Rep 2017; 7:45634. [PMID: 28368031 PMCID: PMC5377319 DOI: 10.1038/srep45634] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 03/01/2017] [Indexed: 02/07/2023] Open
Abstract
Real-time quantitative-PCR has been a priceless tool for gene expression analyses. The reaction, however, needs proper normalization with the use of housekeeping genes (HKGs), whose expression remains stable throughout the experimental conditions. Often, the combination of several genes is required for accurate normalization. Most importantly, there are no universal HKGs which can be used since their expression varies among different organisms, tissues or experimental conditions. In the present study, nine common HKGs (RPL19, tbp, ubx, GAPDH, α-TUB, β-TUB, 14-3-3zeta, RPE and actin3) are evaluated in thirteen different body parts, developmental stages and reproductive and olfactory tissues of two insects of agricultural importance, the medfly and the olive fly. Three software programs based on different algorithms were used (geNorm, NormFinder and BestKeeper) and gave different ranking of HKG stabilities. This confirms once again that the stability of common HKGs should not be taken for granted and demonstrates the caution that is needed in the choice of the appropriate HKGs. Finally, by estimating the average of a standard score of the stability values resulted by the three programs we were able to provide a useful consensus key for the choice of the best HKG combination in various tissues of the two insects.
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Affiliation(s)
- Efthimia Sagri
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Panagiota Koskinioti
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Maria-Eleni Gregoriou
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | | | - Yiannis C Bassiakos
- Department of Economic Sciences, National and Kapodistrian University of Athens, Athens, 10559, Greece
| | - Kostas D Mathiopoulos
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
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8
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Papanicolaou A, Schetelig MF, Arensburger P, Atkinson PW, Benoit JB, Bourtzis K, Castañera P, Cavanaugh JP, Chao H, Childers C, Curril I, Dinh H, Doddapaneni H, Dolan A, Dugan S, Friedrich M, Gasperi G, Geib S, Georgakilas G, Gibbs RA, Giers SD, Gomulski LM, González-Guzmán M, Guillem-Amat A, Han Y, Hatzigeorgiou AG, Hernández-Crespo P, Hughes DST, Jones JW, Karagkouni D, Koskinioti P, Lee SL, Malacrida AR, Manni M, Mathiopoulos K, Meccariello A, Munoz-Torres M, Murali SC, Murphy TD, Muzny DM, Oberhofer G, Ortego F, Paraskevopoulou MD, Poelchau M, Qu J, Reczko M, Robertson HM, Rosendale AJ, Rosselot AE, Saccone G, Salvemini M, Savini G, Schreiner P, Scolari F, Siciliano P, Sim SB, Tsiamis G, Ureña E, S Vlachos I, Werren JH, Wimmer EA, Worley KC, Zacharopoulou A, Richards S, Handler AM. Erratum to: The whole genome sequence of the Mediterranean fruit fly, Ceratitis capitata (Wiedemann), reveals insights into the biology and adaptive evolution of a highly invasive pest species. Genome Biol 2017; 18:11. [PMID: 28100280 PMCID: PMC5241912 DOI: 10.1186/s13059-017-1155-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 01/12/2017] [Indexed: 12/03/2022] Open
Affiliation(s)
- Alexie Papanicolaou
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Marc F Schetelig
- Justus-Liebig-University Giessen, Institute for Insect Biotechnology, 35394, Giessen, Germany
| | - Peter Arensburger
- Department of Biological Sciences, Cal Poly Pomona, Pomona, CA, 91768, USA
| | - Peter W Atkinson
- Department of Entomology and Center for Disease Vector Research, University of California Riverside, Riverside, CA, 92521, USA.,Interdepartmental Graduate Program in Genetics, Genomics & Bioinformatics, University of California Riverside, Riverside, CA, 92521, USA
| | - Joshua B Benoit
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria.,Department of Environmental and Natural Resources Management, University of Patras, Agrinio, Greece
| | - Pedro Castañera
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - John P Cavanaugh
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Hsu Chao
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | | | - Ingrid Curril
- Georg-August-Universität Göttingen, Johann-Friedrich-Blumenbach-Institut für Zoologie und Anthropologie, 37077, Göttingen, Germany
| | - Huyen Dinh
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - HarshaVardhan Doddapaneni
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Amanda Dolan
- Department of Biology, University of Rochester, 14627, Rochester, NY, USA
| | - Shannon Dugan
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Markus Friedrich
- Department of Biological Sciences, Wayne State University, 48202, Detroit, MI, USA
| | - Giuliano Gasperi
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Scott Geib
- USDA-ARS, Pacific Basin Agricultural Research Center, 96720, Hilo, HI, USA
| | - Georgios Georgakilas
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Richard A Gibbs
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Sarah D Giers
- Department of Entomology, University of Illinois at Urbana-Champaign, 61801, Urbana, IL, USA
| | - Ludvik M Gomulski
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Miguel González-Guzmán
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Ana Guillem-Amat
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Yi Han
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Artemis G Hatzigeorgiou
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Pedro Hernández-Crespo
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Daniel S T Hughes
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Jeffery W Jones
- Department of Biological Sciences, Oakland University, 48309, Rochester, MI, USA
| | - Dimitra Karagkouni
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Panagiota Koskinioti
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Sandra L Lee
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Anna R Malacrida
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Mosè Manni
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Kostas Mathiopoulos
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Angela Meccariello
- Department of Biology, University of Naples Federico II, 80126, Naples, Italy
| | - Monica Munoz-Torres
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 94720, Berkeley, CA, USA
| | - Shwetha C Murali
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Terence D Murphy
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 20892, Bethesda, MD, USA
| | - Donna M Muzny
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Georg Oberhofer
- Georg-August-Universität Göttingen, Johann-Friedrich-Blumenbach-Institut für Zoologie und Anthropologie, 37077, Göttingen, Germany
| | - Félix Ortego
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Maria D Paraskevopoulou
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Monica Poelchau
- National Agricultural Library, USDA, 20705, Beltsville, MD, USA
| | - Jiaxin Qu
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Martin Reczko
- Institute of Molecular Biology and Genetics, Biomedical Sciences Research Centre "Alexander Fleming", Athens, Greece
| | - Hugh M Robertson
- Department of Entomology, University of Illinois at Urbana-Champaign, 61801, Urbana, IL, USA
| | - Andrew J Rosendale
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Andrew E Rosselot
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Giuseppe Saccone
- Department of Biology, University of Naples Federico II, 80126, Naples, Italy
| | - Marco Salvemini
- Department of Biology, University of Naples Federico II, 80126, Naples, Italy
| | - Grazia Savini
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Patrick Schreiner
- Interdepartmental Graduate Program in Genetics, Genomics & Bioinformatics, University of California Riverside, Riverside, CA, 92521, USA
| | - Francesca Scolari
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Paolo Siciliano
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Sheina B Sim
- USDA-ARS, Pacific Basin Agricultural Research Center, 96720, Hilo, HI, USA
| | - George Tsiamis
- Department of Environmental and Natural Resources Management, University of Patras, Agrinio, Greece
| | - Enric Ureña
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Ioannis S Vlachos
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - John H Werren
- Department of Biology, University of Rochester, 14627, Rochester, NY, USA
| | - Ernst A Wimmer
- Georg-August-Universität Göttingen, Johann-Friedrich-Blumenbach-Institut für Zoologie und Anthropologie, 37077, Göttingen, Germany
| | - Kim C Worley
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | | | - Stephen Richards
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, 77030, Houston, TX, USA
| | - Alfred M Handler
- USDA-ARS, Center for Medical, Agricultural and Veterinary Entomology, 1700 S.W. 23rd Drive, Gainesville, FL, 32608, USA.
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9
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Papanicolaou A, Schetelig MF, Arensburger P, Atkinson PW, Benoit JB, Bourtzis K, Castañera P, Cavanaugh JP, Chao H, Childers C, Curril I, Dinh H, Doddapaneni H, Dolan A, Dugan S, Friedrich M, Gasperi G, Geib S, Georgakilas G, Gibbs RA, Giers SD, Gomulski LM, González-Guzmán M, Guillem-Amat A, Han Y, Hatzigeorgiou AG, Hernández-Crespo P, Hughes DST, Jones JW, Karagkouni D, Koskinioti P, Lee SL, Malacrida AR, Manni M, Mathiopoulos K, Meccariello A, Munoz-Torres M, Murali SC, Murphy TD, Muzny DM, Oberhofer G, Ortego F, Paraskevopoulou MD, Poelchau M, Qu J, Reczko M, Robertson HM, Rosendale AJ, Rosselot AE, Saccone G, Salvemini M, Savini G, Schreiner P, Scolari F, Siciliano P, Sim SB, Tsiamis G, Ureña E, Vlachos IS, Werren JH, Wimmer EA, Worley KC, Zacharopoulou A, Richards S, Handler AM. The whole genome sequence of the Mediterranean fruit fly, Ceratitis capitata (Wiedemann), reveals insights into the biology and adaptive evolution of a highly invasive pest species. Genome Biol 2016; 17:192. [PMID: 27659211 PMCID: PMC5034548 DOI: 10.1186/s13059-016-1049-2] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 08/26/2016] [Indexed: 01/01/2023] Open
Abstract
Background The Mediterranean fruit fly (medfly), Ceratitis capitata, is a major destructive insect pest due to its broad host range, which includes hundreds of fruits and vegetables. It exhibits a unique ability to invade and adapt to ecological niches throughout tropical and subtropical regions of the world, though medfly infestations have been prevented and controlled by the sterile insect technique (SIT) as part of integrated pest management programs (IPMs). The genetic analysis and manipulation of medfly has been subject to intensive study in an effort to improve SIT efficacy and other aspects of IPM control. Results The 479 Mb medfly genome is sequenced from adult flies from lines inbred for 20 generations. A high-quality assembly is achieved having a contig N50 of 45.7 kb and scaffold N50 of 4.06 Mb. In-depth curation of more than 1800 messenger RNAs shows specific gene expansions that can be related to invasiveness and host adaptation, including gene families for chemoreception, toxin and insecticide metabolism, cuticle proteins, opsins, and aquaporins. We identify genes relevant to IPM control, including those required to improve SIT. Conclusions The medfly genome sequence provides critical insights into the biology of one of the most serious and widespread agricultural pests. This knowledge should significantly advance the means of controlling the size and invasive potential of medfly populations. Its close relationship to Drosophila, and other insect species important to agriculture and human health, will further comparative functional and structural studies of insect genomes that should broaden our understanding of gene family evolution. Electronic supplementary material The online version of this article (doi:10.1186/s13059-016-1049-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Alexie Papanicolaou
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Marc F Schetelig
- Justus-Liebig-University Giessen, Institute for Insect Biotechnology, 35394, Giessen, Germany
| | - Peter Arensburger
- Department of Biological Sciences, Cal Poly Pomona, Pomona, CA, 91768, USA
| | - Peter W Atkinson
- Department of Entomology and Center for Disease Vector Research, University of California Riverside, Riverside, CA, 92521, USA.,Interdepartmental Graduate Program in Genetics, Genomics & Bioinformatics, University of California Riverside, Riverside, CA, 92521, USA
| | - Joshua B Benoit
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Kostas Bourtzis
- Insect Pest Control Laboratory, Joint FAO/IAEA Programme of Nuclear Techniques in Food and Agriculture, Seibersdorf, Vienna, Austria.,Department of Environmental and Natural Resources Management, University of Patras, Agrinio, Greece
| | - Pedro Castañera
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - John P Cavanaugh
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Hsu Chao
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | | | - Ingrid Curril
- Georg-August-Universität Göttingen, Johann-Friedrich-Blumenbach-Institut für Zoologie und Anthropologie, 37077, Göttingen, Germany
| | - Huyen Dinh
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - HarshaVardhan Doddapaneni
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Amanda Dolan
- Department of Biology, University of Rochester, Rochester, NY, 14627, USA
| | - Shannon Dugan
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Markus Friedrich
- Department of Biological Sciences, Wayne State University, Detroit, MI, 48202, USA
| | - Giuliano Gasperi
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Scott Geib
- USDA-ARS, Pacific Basin Agricultural Research Center, Hilo, HI, 96720, USA
| | - Georgios Georgakilas
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Richard A Gibbs
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Sarah D Giers
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Ludvik M Gomulski
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Miguel González-Guzmán
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Ana Guillem-Amat
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Yi Han
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Artemis G Hatzigeorgiou
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Pedro Hernández-Crespo
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Daniel S T Hughes
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Jeffery W Jones
- Department of Biological Sciences, Oakland University, Rochester, MI, 48309, USA
| | - Dimitra Karagkouni
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Panagiota Koskinioti
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Sandra L Lee
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Anna R Malacrida
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Mosè Manni
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Kostas Mathiopoulos
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Angela Meccariello
- Department of Biology, University of Naples Federico II, 80126, Naples, Italy
| | | | - Shwetha C Murali
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Terence D Murphy
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Donna M Muzny
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Georg Oberhofer
- Georg-August-Universität Göttingen, Johann-Friedrich-Blumenbach-Institut für Zoologie und Anthropologie, 37077, Göttingen, Germany
| | - Félix Ortego
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Maria D Paraskevopoulou
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - Monica Poelchau
- National Agricultural Library, USDA, Beltsville, MD, 20705, USA
| | - Jiaxin Qu
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Martin Reczko
- Institute of Molecular Biology and Genetics, Biomedical Sciences Research Centre "Alexander Fleming", Vari, Greece
| | - Hugh M Robertson
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Andrew J Rosendale
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Andrew E Rosselot
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Giuseppe Saccone
- Department of Biology, University of Naples Federico II, 80126, Naples, Italy
| | - Marco Salvemini
- Department of Biology, University of Naples Federico II, 80126, Naples, Italy
| | - Grazia Savini
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Patrick Schreiner
- Interdepartmental Graduate Program in Genetics, Genomics & Bioinformatics, University of California Riverside, Riverside, CA, 92521, USA
| | - Francesca Scolari
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Paolo Siciliano
- Department of Biology and Biotechnology, University of Pavia, 27100, Pavia, Italy
| | - Sheina B Sim
- USDA-ARS, Pacific Basin Agricultural Research Center, Hilo, HI, 96720, USA
| | - George Tsiamis
- Department of Environmental and Natural Resources Management, University of Patras, Agrinio, Greece
| | - Enric Ureña
- Department of Environmental Biology, Centro de Investigaciones Biológicas, CSIC, 28040, Madrid, Spain
| | - Ioannis S Vlachos
- DIANA-Lab, Department of Electrical & Computer Engineering, University of Thessaly, 382 21 Volos, Greece and Hellenic Pasteur Institute, 11521, Athens, Greece
| | - John H Werren
- Department of Biology, University of Rochester, Rochester, NY, 14627, USA
| | - Ernst A Wimmer
- Georg-August-Universität Göttingen, Johann-Friedrich-Blumenbach-Institut für Zoologie und Anthropologie, 37077, Göttingen, Germany
| | - Kim C Worley
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | | | - Stephen Richards
- Human Genome Sequencing Center, Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Alfred M Handler
- USDA-ARS, Center for Medical, Agricultural, and Veterinary Entomology, 1700 S.W. 23rd Drive, Gainesville, FL, 32608, USA.
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