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Eynard SE, Vignal A, Basso B, Canale‐Tabet K, Le Conte Y, Decourtye A, Genestout L, Labarthe E, Mondet F, Servin B. Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee. Mol Ecol Resour 2022; 22:3035-3048. [PMID: 35816386 PMCID: PMC9796407 DOI: 10.1111/1755-0998.13685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 06/29/2022] [Accepted: 07/04/2022] [Indexed: 01/01/2023]
Abstract
Eusocial insects are crucial to many ecosystems, and particularly the honeybee (Apis mellifera). One approach to facilitate their study in molecular genetics, is to consider whole-colony genotyping by combining DNA of multiple individuals in a single pool sequencing experiment. Cheap and fast, this technique comes with the drawback of producing data requiring dedicated methods to be fully exploited. Despite this limitation, pool sequencing data have been shown to be informative and cost-effective when working on random mating populations. Here, we present new statistical methods for exploiting pool sequencing of eusocial colonies in order to reconstruct the genotypes of the queen of such colony. This leverages the possibility to monitor genetic diversity, perform genomic-based studies or implement selective breeding. Using simulations and honeybee real data, we show that the new methods allow for a fast and accurate estimation of the queen's genetic ancestry, with correlations of about 0.9 to that obtained from individual genotyping. Also, it allows for an accurate reconstruction of the queen genotypes, with about 2% genotyping error. We further validate these inferences using experimental data on colonies with both pool sequencing and individual genotyping of drones. In brief, in this study we present statistical models to accurately estimate the genetic ancestry and reconstruct the genotypes of the queen from pool sequencing data from workers of an eusocial colony. Such information allows to exploit pool sequencing for traditional population genetics analyses, association studies and for selective breeding. While validated in Apis mellifera, these methods are applicable to other eusocial hymenopterans.
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Affiliation(s)
- Sonia E. Eynard
- GenPhySE, INRAE, INP, ENVTUniversité de ToulouseCastanet‐TolosanFrance
- LABOGENA DNAJouy‐en‐JosasFrance
| | - Alain Vignal
- GenPhySE, INRAE, INP, ENVTUniversité de ToulouseCastanet‐TolosanFrance
| | - Benjamin Basso
- Abeilles et EnvironnementINRAEAvignonFrance
- ITSAPAvignonFrance
| | | | | | | | | | | | | | - Bertrand Servin
- GenPhySE, INRAE, INP, ENVTUniversité de ToulouseCastanet‐TolosanFrance
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Wang XX, Li J, Wang TX, Yang YN, Zhang HK, Zhou M, Kang L, Wei LY. A novel non-invasive identification of genome editing mutants from insect exuviae. INSECT SCIENCE 2022; 29:21-32. [PMID: 33860620 DOI: 10.1111/1744-7917.12914] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 02/17/2021] [Accepted: 03/05/2021] [Indexed: 06/12/2023]
Abstract
With the wide application of genome editing in insects, a simple and efficient identification method is urgently needed to meet the increasing demand for mutation detection. Here, taking migratory locusts as a model system, we developed a non-invasive method to accurately identify genome-edited mutants by using DNA from insect exuviae. We compared the quantity and quality of genomic DNA from exuviae in five instar hoppers and found that the 1st instar exuviae had the highest DNA yield and content, while the 3rd instar exuviae had the best quality. Consensus genotypes were identified from genomic DNA of hoppers at different developmental stages in the same individuals. Moreover, we demonstrated that the amplification products from DNA extracted from locust exuviae are the consensus sequences with those from the hemolymph and foreleg pre-tarsus. Therefore, non-invasive samples provide the same genotyping results as minimally invasive and invasive samples of the same individuals. Furthermore, this identification method that uses genomic DNA from exuviae can be used for early screening of positive genome-edited individuals in each generation for adult crossing. In our study, the non-invasive identification method was not only simpler and provided results earlier than existing methods, but also had a better reproducibility and accuracy. This non-invasive identification approach using genomic DNA from exuviae can be adapted to meet the growing demand for genetic analysis and will find wide application in insect genome editing research.
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Affiliation(s)
- Xiao-Xiao Wang
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
| | - Jing Li
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
| | - Tong-Xin Wang
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
| | - Yi-Nuo Yang
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
| | - Hai-Kang Zhang
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
| | - Meng Zhou
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
| | - Le Kang
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
- State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Li-Ya Wei
- College of Life Sciences, Institute of Life Sciences and Green Development, Hebei University, Baoding, Hebei Province, 071002, China
- State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
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Non-Destructive Genotyping of Honeybee Queens to Support Selection and Breeding. INSECTS 2020; 11:insects11120896. [PMID: 33371316 PMCID: PMC7767382 DOI: 10.3390/insects11120896] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 12/04/2020] [Accepted: 12/18/2020] [Indexed: 11/16/2022]
Abstract
In traditional bee breeding, the honeybee queen is chosen for breeding based on the performance of the colony produced by its mother. However, we cannot be entirely certain that a specific queen will produce offspring with desirable traits until we observe the young queen's new colony. Collecting the queen's genetic material enables quick and reliable determination of the relevant information. We sampled exuviae, feces, and wingtips for DNA extraction to avoid fatally injuring the queen when using tissue samples. Quantity and purity of extracted DNA were measured. Two mitochondrial markers were used to determine the lineage affiliation and exclude possible contamination of DNA extracts with non-honeybee DNA. dCAPS (derived Cleaved Amplified Polymorphic Sequences) markers allowed detection of single nucleotide polymorphisms (SNPs) in nuclear DNA regions presumably associated with Varroa sensitive hygiene and set the example of successful development of genotyping protocol from non-destructive DNA sources. One of the logical future steps in honeybee breeding is introducing genomic selection and non-destructive sampling methods of genetic material may be the prerequisite for successful genotyping. Our results demonstrate that the extraction of DNA from feces and exuviae can be introduced into practice. The advantage of these two sources over wingtips is reducing the time window for processing the samples, thus enabling genotyping directly after the queen's emergence.
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Kaspar RE, Cook CN, Breed MD. Experienced individuals influence the thermoregulatory fanning behaviour in honey bee colonies. Anim Behav 2018. [DOI: 10.1016/j.anbehav.2018.06.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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Nguyen HQ, Kim YI, Borzée A, Jang Y. Efficient isolation method for high-quality genomic DNA from cicada exuviae. Ecol Evol 2017; 7:8161-8169. [PMID: 29075440 PMCID: PMC5648668 DOI: 10.1002/ece3.3398] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 08/04/2017] [Accepted: 08/11/2017] [Indexed: 11/06/2022] Open
Abstract
In recent years, animal ethics issues have led researchers to explore nondestructive methods to access materials for genetic studies. Cicada exuviae are among those materials because they are cast skins that individuals left after molt and are easily collected. In this study, we aim to identify the most efficient extraction method to obtain high quantity and quality of DNA from cicada exuviae. We compared relative DNA yield and purity of six extraction protocols, including both manual protocols and available commercial kits, extracting from four different exoskeleton parts. Furthermore, amplification and sequencing of genomic DNA were evaluated in terms of availability of sequencing sequence at the expected genomic size. Both the choice of protocol and exuvia part significantly affected DNA yield and purity. Only samples that were extracted using the PowerSoil DNA Isolation kit generated gel bands of expected size as well as successful sequencing results. The failed attempts to extract DNA using other protocols could be partially explained by a low DNA yield from cicada exuviae and partly by contamination with humic acids that exist in the soil where cicada nymphs reside before emergence, as shown by spectroscopic measurements. Genomic DNA extracted from cicada exuviae could provide valuable information for species identification, allowing the investigation of genetic diversity across consecutive broods, or spatiotemporal variation among various populations. Consequently, we hope to provide a simple method to acquire pure genomic DNA applicable for multiple research purposes.
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Affiliation(s)
| | - Ye Inn Kim
- Department of Life Science Ewha Womans University Seoul Korea
| | - Amaël Borzée
- Department of Biological Science Seoul National University Seoul Korea
| | - Yikweon Jang
- Department of Life Science Ewha Womans University Seoul Korea
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Oliver CJ, Softley S, Williamson SM, Stevenson PC, Wright GA. Pyrethroids and Nectar Toxins Have Subtle Effects on the Motor Function, Grooming and Wing Fanning Behaviour of Honeybees (Apis mellifera). PLoS One 2015; 10:e0133733. [PMID: 26280999 PMCID: PMC4539190 DOI: 10.1371/journal.pone.0133733] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 07/01/2015] [Indexed: 01/27/2023] Open
Abstract
Sodium channels, found ubiquitously in animal muscle cells and neurons, are one of the main target sites of many naturally-occurring, insecticidal plant compounds and agricultural pesticides. Pyrethroids, derived from compounds found only in the Asteraceae, are particularly toxic to insects and have been successfully used as pesticides including on flowering crops that are visited by pollinators. Pyrethrins, from which they were derived, occur naturally in the nectar of some flowering plant species. We know relatively little about how such compounds--i.e., compounds that target sodium channels--influence pollinators at low or sub-lethal doses. Here, we exposed individual adult forager honeybees to several compounds that bind to sodium channels to identify whether these compounds affect motor function. Using an assay previously developed to identify the effect of drugs and toxins on individual bees, we investigated how acute exposure to 10 ng doses (1 ppm) of the pyrethroid insecticides (cyfluthrin, tau-fluvalinate, allethrin and permethrin) and the nectar toxins (aconitine and grayanotoxin I) affected honeybee locomotion, grooming and wing fanning behaviour. Bees exposed to these compounds spent more time upside down and fanning their wings. They also had longer bouts of standing still. Bees exposed to the nectar toxin, aconitine, and the pyrethroid, allethrin, also spent less time grooming their antennae. We also found that the concentration of the nectar toxin, grayanotoxin I (GTX), fed to bees affected the time spent upside down (i.e., failure to perform the righting reflex). Our data show that low doses of pyrethroids and other nectar toxins that target sodium channels mainly influence motor function through their effect on the righting reflex of adult worker honeybees.
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Affiliation(s)
- Caitlin J. Oliver
- Centre for Behaviour and Evolution, Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, United Kingdom
- School of Biology, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Samantha Softley
- Centre for Behaviour and Evolution, Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, United Kingdom
- School of Biology, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Sally M. Williamson
- Centre for Behaviour and Evolution, Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, United Kingdom
- School of Biology, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Philip C. Stevenson
- Jodrell Laboratory, Royal Botanic Gardens, Kew, Surrey, United Kingdom
- Natural Resources Institute, University of Greenwich, Chatham, United Kingdom
| | - Geraldine A. Wright
- Centre for Behaviour and Evolution, Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, United Kingdom
- * E-mail:
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Tang QY, Zhang CX. Data Processing System (DPS) software with experimental design, statistical analysis and data mining developed for use in entomological research. INSECT SCIENCE 2013; 20:254-60. [PMID: 23955865 DOI: 10.1111/j.1744-7917.2012.01519.x] [Citation(s) in RCA: 527] [Impact Index Per Article: 47.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A comprehensive but simple-to-use software package called DPS (Data Processing System) has been developed to execute a range of standard numerical analyses and operations used in experimental design, statistics and data mining. This program runs on standard Windows computers. Many of the functions are specific to entomological and other biological research and are not found in standard statistical software. This paper presents applications of DPS to experimental design, statistical analysis and data mining in entomology.
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Affiliation(s)
- Qi-Yi Tang
- Institute of Insect Science, Zhejiang University, Hangzhou 310058, China.
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Sucrose-response thresholds and the expression of behavioural tasks by middle-aged honeybee workers. Anim Behav 2008. [DOI: 10.1016/j.anbehav.2008.08.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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