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Basics on network theory to analyze biological systems: a hands-on outlook. Funct Integr Genomics 2022; 22:1433-1448. [PMID: 36227427 DOI: 10.1007/s10142-022-00907-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 10/03/2022] [Accepted: 10/04/2022] [Indexed: 11/04/2022]
Abstract
Biological processes result from interactions among molecules and cell-to-cell communications. In the last 50 years, network theory has empowered advances in understanding molecular networks' structure and dynamics that regulate biological systems. Adopting a network data analysis point of view at more laboratories might enrich their research capacity to generate forward working hypotheses. This work briefly describes network theory origins and provides basic graph analysis principles in biological systems, specific centrality measurements, and the main models for network structures. Also, we describe a workflow employing user-friendly free platforms to process, construct, and analyze transcriptome data from a network perspective. With this assay, we expect to encourage the implementation of network theory analysis on biological data in everyday laboratory research.
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Chen F, Schenkel M, Geuverink E, van de Zande L, Beukeboom LW. Absence of complementary sex determination in two Leptopilina species (Figitidae, Hymenoptera) and a reconsideration of its incompatibility with endosymbiont-induced thelytoky. INSECT SCIENCE 2022; 29:900-914. [PMID: 34525260 PMCID: PMC9297927 DOI: 10.1111/1744-7917.12969] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 09/01/2021] [Accepted: 09/02/2021] [Indexed: 05/19/2023]
Abstract
Complementary sex determination (CSD) is a widespread sex determination mechanism in haplodiploid Hymenoptera. Under CSD, sex is determined by the allelic state of one or multiple CSD loci. Heterozygosity at one or more loci leads to female development, whereas hemizygosity of haploid eggs and homozygosity of diploid eggs results in male development. Sexual (arrhenotokous) reproduction normally yields haploid male and diploid female offspring. Under asexual reproduction (thelytoky), diploidized unfertilized eggs develop into females. Thelytoky is often induced by bacterial endosymbionts that achieve egg diploidization by gamete duplication. As gamete duplication leads to complete homozygosity, endosymbiont-induced thelytokous reproduction is presumed to be incompatible with CSD, which relies on heterozygosity for female development. Previously, we excluded CSD in four Asobara (Braconidae) species and proposed a two-step mechanism for Wolbachia-induced thelytoky in Asobara japonica. Here, we conclusively reject CSD in two cynipid wasp species, Leptopilina heterotoma and Leptopilina clavipes. We further show that thelytoky in L. clavipes depends on Wolbachia titer but that diploidization and feminization steps cannot be separated, unlike in A. japonica. We discuss what these results reveal about the sex determination mechanism of L. clavipes and the presumed incompatibility between CSD and endosymbiont-induced thelytoky in the Hymenoptera.
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Affiliation(s)
- Fangying Chen
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenP.O. Box 11103Groningen9700 CCthe Netherlands
| | - Martijn Schenkel
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenP.O. Box 11103Groningen9700 CCthe Netherlands
| | - Elzemiek Geuverink
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenP.O. Box 11103Groningen9700 CCthe Netherlands
| | - Louis van de Zande
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenP.O. Box 11103Groningen9700 CCthe Netherlands
| | - Leo W. Beukeboom
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenP.O. Box 11103Groningen9700 CCthe Netherlands
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Miyakawa MO, Miyakawa H. Induction and Evaluation of Inbreeding Crosses Using the Ant, Vollenhovia Emeryi. J Vis Exp 2018. [PMID: 30346399 DOI: 10.3791/58521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
The genetic and molecular components of the sex-determination cascade have been extensively studied in the honeybee, Apis mellifera, a hymenopteran model organism. However, little is known about the sex-determination mechanisms found in other non-model hymenopteran taxa, such as ants. Because of the complex nature of the life cycles that have evolved in hymenopteran species, it is difficult to maintain and conduct experimental crosses between these organisms in the laboratory. Here, we describe the methods for conducting inbreeding crosses and for evaluating the success of those crosses in ant Vollenhovia emeryi. Inducing inbreeding in the laboratory using V. emeryi, is relatively simple because of the unique biology of the species. Specifically, this species produces androgenetic males, and female reproductives exhibit wing polymorphism, which simplifies identification of the phenotypes in genetic crosses. In addition, evaluating the success of inbreeding is straightforward as males can be produced continuously by inbreeding crosses, while normal males only appear during a well-defined reproductive season in the field. Our protocol allow for using V. emeryi as a model to investigate the genetic and molecular basis of the sex determination system in ant species.
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Affiliation(s)
- Misato O Miyakawa
- Center for Bioscience Research and Education, Utsunomiya University;
| | - Hitoshi Miyakawa
- Center for Bioscience Research and Education, Utsunomiya University;
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Gokhman VE, Kuznetsova VG. Parthenogenesis in Hexapoda: holometabolous insects. J ZOOL SYST EVOL RES 2017. [DOI: 10.1111/jzs.12183] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
| | - Valentina G. Kuznetsova
- Department of Karyosystematics; Zoological Institute of Russian Academy of Sciences; St. Petersburg Russia
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Weis JJ, Ode PJ, Heimpel GE. Balancing selection maintains sex determining alleles in multiple‐locus complementary sex determination. Evolution 2017; 71:1246-1257. [DOI: 10.1111/evo.13204] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 02/07/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Jerome J. Weis
- Department of Entomology University of Minnesota St. Paul Minnesota 55108
| | - Paul J. Ode
- Department of Bioagricultural Sciences and Pest Management Colorado State University Fort Collins Colorado 80523
| | - George E. Heimpel
- Department of Entomology University of Minnesota St. Paul Minnesota 55108
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Mannino MC, Rivarola M, Scannapieco AC, González S, Farber M, Cladera JL, Lanzavecchia SB. Transcriptome profiling of Diachasmimorpha longicaudata towards useful molecular tools for population management. BMC Genomics 2016; 17:793. [PMID: 27729028 PMCID: PMC5059965 DOI: 10.1186/s12864-016-2759-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 05/21/2016] [Indexed: 12/05/2022] Open
Abstract
Background Diachasmimorpha longicaudata (Hymenoptera: Braconidae) is a solitary parasitoid of Tephritidae (Diptera) fruit flies of economic importance currently being mass-reared in bio-factories and successfully used worldwide. A peculiar biological aspect of Hymenoptera is its haplo-diploid life cycle, where females (diploid) develop from fertilized eggs and males (haploid) from unfertilized eggs. Diploid males were described in many species and recently evidenced in D. longicaudata by mean of inbreeding studies. Sex determination in this parasitoid is based on the Complementary Sex Determination (CSD) system, with alleles from at least one locus involved in early steps of this pathway. Since limited information is available about genetics of this parasitoid species, a deeper analysis on D. longicaudata’s genomics is required to provide molecular tools for achieving a more cost effective production under artificial rearing conditions. Results We report here the first transcriptome analysis of male-larvae, adult females and adult males of D. longicaudata using 454-pyrosequencing. A total of 469766 reads were analyzed and 8483 high-quality isotigs were assembled. After functional annotation, a total of 51686 unigenes were produced, from which, 7021 isotigs and 20227 singletons had at least one BLAST hit against the NCBI non-redundant protein database. A preliminary comparison of adult female and male evidenced that 98 transcripts showed differential expression profiles, with at least a 10-fold difference. Among the functionally annotated transcripts we detected four sequences potentially involved in sex determination and three homologues to two known genes involved in the sex determination cascade. Finally, a total of 4674SimpleSequence Repeats (SSRs) were in silico identified and characterized. Conclusion The information obtained here will significantly contribute to the development of D. longicaudata functional genomics, genetics and population-based genome studies. Thousands of new microsatellite markers were identified as toolkits for population genetics analysis. The transcriptome characterized here is the starting point to elucidate the molecular bases of the sex determination mechanism in this species. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2759-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- M Constanza Mannino
- Laboratorio de Insectos de Importancia Económica, Instituto de Genética Ewald A. Favret, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina. .,Consejo Nacional de Investigaciones Científicas y Técnicas, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina.
| | - Máximo Rivarola
- Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina.,Consejo Nacional de Investigaciones Científicas y Técnicas, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Alejandra C Scannapieco
- Laboratorio de Insectos de Importancia Económica, Instituto de Genética Ewald A. Favret, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina.,Consejo Nacional de Investigaciones Científicas y Técnicas, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Sergio González
- Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina.,Consejo Nacional de Investigaciones Científicas y Técnicas, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Marisa Farber
- Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina.,Consejo Nacional de Investigaciones Científicas y Técnicas, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Jorge L Cladera
- Laboratorio de Insectos de Importancia Económica, Instituto de Genética Ewald A. Favret, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
| | - Silvia B Lanzavecchia
- Laboratorio de Insectos de Importancia Económica, Instituto de Genética Ewald A. Favret, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
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