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Maucourt S, Rousseau A, Fortin F, Robert C, Giovenazzo P. Observation of Genetic Gain with Instrumental Insemination of Honeybee Queens. INSECTS 2023; 14:301. [PMID: 36975986 PMCID: PMC10052189 DOI: 10.3390/insects14030301] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 03/16/2023] [Accepted: 03/18/2023] [Indexed: 06/18/2023]
Abstract
Controlling mating in the honeybee (Apis mellifera) is part of one of the greatest challenges for the beekeeping industry's genetic selection programs due to specific characteristics of their reproduction. Several techniques for supervising honeybee mating with relative effective control have been developed over the years to allow honeybee selection. As part of this project, we compared the genetic gains for several colony performance traits, obtained using the BLUP-animal method, according to the selection pressure applied in controlled reproduction (directed fertilization versus instrumental insemination). Our results show similar genetic gains for hygienic behavior and honey production between colonies whether queens were fertilized naturally or via instrumental insemination, as well as similar or lower genetic gains for colonies with queens inseminated for spring development. In addition, we noticed greater fragility in queens following insemination. These findings show that instrumental insemination is an effective tool for reproductive control in genetic selection and for estimating breeding values more precisely. However, this technique does not result in queens of superior genetic quality for commercial purposes.
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Affiliation(s)
- Ségolène Maucourt
- Department of Biology, Vachon Pavillon, Université Laval, Québec, QC G1V 0A6, Canada
| | - Andrée Rousseau
- Centre de Sciences Animales de Deschambault, 120A Chemin du Roy, Deschambault, QC G0A 1S0, Canada
| | - Frédéric Fortin
- Centre de Développement du porc du Québec, 450-2590 Boulevard Laurier, Québec, QC G1V 4M6, Canada
| | - Claude Robert
- Department of Animal Science, Institut sur la Nutrition et les Aliments Fonctionnels, Université Laval, Québec, QC G1V 0A6, Canada
| | - Pierre Giovenazzo
- Department of Biology, Vachon Pavillon, Université Laval, Québec, QC G1V 0A6, Canada
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Identification of honey bee sperm structures following the use of various staining techniques. J Vet Res 2023; 67:131-138. [PMID: 37008773 PMCID: PMC10062039 DOI: 10.2478/jvetres-2023-0001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 01/19/2023] [Indexed: 02/05/2023] Open
Abstract
Abstract
Introduction
Bees are currently artificially inseminated on a large scale for breeding and research purposes. The sperm of bees has a complex and varied structure, and determination of specific morphological defects in it is very difficult. Its comprehensive analysis by inspecting morphology and morphometry is an important tool for improving honey bee lines. The staining technique should interfere with the cells as little as possible while clearly showing the boundaries of the head and other elements. In this study, a comparative analysis of the morphometry of sperm was performed with various techniques for staining drone semen.
Material and Methods
Semen was collected from 150 sexually mature Buckfast bee drones by artificially everting the copulatory organ. The morphology and morphometry of the sperm were assessed on slides prepared by three staining methods according to the protocols described online, using the Sperm Class Analyzer system. The lengths of the acrosome, nucleus, head in total, midpiece, tail without midpiece, tail with midpiece, and entire sperm were measured.
Results
The most details of the drone sperm structure could be seen when stained with the eosin-nigrosin complex. This method made it possible to identify all structures and revealed the uneven distribution of sperm proteins in different parts of the tail. With the Sperm Stain method fewer details of the sperm structure were recognisable, and the fewest were with SpermBlue.
Conclusion
The staining method, and thus the chemical reagents used, affect the dimensions of drone sperm. Given the great research potential of modified spermatozoa of insects, a standard for slide preparation for the evaluation of morphological and morphometric semen parameters should be established, as this would facilitate result comparison between laboratories and increase the value of morphological analysis of sperm for predicting and assessing fertility.
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Yan L, Song H, Tang X, Peng X, Li Y, Yang H, Zhou Z, Xu J. Spermatophore development in drones indicates the metabolite support for sperm storage in honey bees ( Apis cerana). Front Physiol 2023; 14:1107660. [PMID: 36909221 PMCID: PMC9992413 DOI: 10.3389/fphys.2023.1107660] [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: 11/25/2022] [Accepted: 02/13/2023] [Indexed: 02/25/2023] Open
Abstract
Developing effective long-term sperm storage strategies to maintain activity requires an understanding of the underlying spermatophore developmental phase in drones. Here we compared the developmental processes and metabolites about seminal vesicles of drones from different parentages (0-24 d)in honeybee colonies, including mated queens, virgin queens, and worker bees. The results showed a similar developmental trend of seminal vesicles in thethree groups of drones on the whole, although there were significant differences in developmental levels, as well as in other indicators. Correlation analysis showed significant positive correlations between seminal vesicle width and sperm viability. The metabolomics of the seminal vesicles in drones from mated queens showed differences of the metabolites in each stage. Particularly, squalene identified among them was validated a protective effect on sperm vitality in vitro experiments. Together the results of these assays support that there were significant differences in the developmental levels of seminal vesicles among the three groups of drones in honeybees, wherein a significant correlation between sperm viability and the developmental levels of seminal vesicles were dissected. The metabolomics analysis and semen storage experiments in vitro display signatures of squalene that may act as an effective protective agent in maintaining sperm viability. Collectively, our findings indicate that spermatophore development in drones provides metabolite support, which contributes to research on the differences of sperm viability among drones in the future.
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Affiliation(s)
- Lele Yan
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Huali Song
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Xiangyou Tang
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Xiaomei Peng
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Yaohui Li
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Huan Yang
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Zeyang Zhou
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
| | - Jinshan Xu
- College of Life Sciences, Chongqing Normal University, Chongqing, China.,Key Laboratory of Conservation and Utilization of Pollinator Insect of the upper reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing, China
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Nutrient Utilization during Male Maturation and Protein Digestion in the Oriental Hornet. BIOLOGY 2022; 11:biology11020241. [PMID: 35205107 PMCID: PMC8869360 DOI: 10.3390/biology11020241] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 01/31/2022] [Accepted: 02/02/2022] [Indexed: 11/17/2022]
Abstract
Males of social Hymenoptera spend the first days following eclosion inside the nest before dispersing to find a young queen to mate with. During this period, they must acquire enough nutrients to enable their sexual maturation and store energy to sustain them through their nuptial journey. It was previously argued that adult hornets are unable to process dietary proteins and rely on the larvae to supply them with free amino acids and carbohydrates that they secrete via trophallaxis. Using isotopically enriched diets, we examined nutrient allocation and protein turnover in newly-emerged males of the Oriental hornet during their maturation period and tested the protein digestion capability in the presence and absence of larvae in both males and worker hornets. The results indicated that protein turnover in males occurs during the first days following eclosion, while carbohydrates are incorporated into body tissues at higher rates towards the end of the maturation period. Additionally, we found that males cannot digest protein and depend on larval secretions as a source of nutrition, while workers, in contrast to previous reports, can metabolize protein independently. Our findings demonstrate the contribution of adult male nutrition and larval secretions to colony fitness.
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Slater GP, Smith NMA, Harpur BA. Prospects in Connecting Genetic Variation to Variation in Fertility in Male Bees. Genes (Basel) 2021; 12:1251. [PMID: 34440424 PMCID: PMC8392204 DOI: 10.3390/genes12081251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/13/2021] [Accepted: 08/14/2021] [Indexed: 12/20/2022] Open
Abstract
Bees are economically and ecologically important pollinating species. Managed and native bee species face increasing pressures from human-created stressors such as habitat loss, pesticide use, and introduced pathogens. There has been increasing attention towards how each of these factors impacts fertility, especially sperm production and maintenance in males. Here, we turn our attention towards another important factor impacting phenotypic variation: genetics. Using honey bees as a model, we explore the current understanding of how genetic variation within and between populations contributes to variation in sperm production, sperm maintenance, and insemination success among males. We conclude with perspectives and future directions in the study of male fertility in honey bees and non-Apis pollinators more broadly, which still remain largely understudied.
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Affiliation(s)
- Garett P. Slater
- Department of Entomology, Purdue University, 901 W State St., West Lafayette, IN 47907, USA;
| | - Nicholas M. A. Smith
- School of Biological Sciences, The University of Queensland, Saint Lucia, QLD 4072, Australia;
| | - Brock A. Harpur
- Department of Entomology, Purdue University, 901 W State St., West Lafayette, IN 47907, USA;
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Zhao H, Mashilingi SK, Liu Y, An J. Factors Influencing the Reproductive Ability of Male Bees: Current Knowledge and Further Directions. INSECTS 2021; 12:insects12060529. [PMID: 34200253 PMCID: PMC8229853 DOI: 10.3390/insects12060529] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/20/2021] [Accepted: 05/31/2021] [Indexed: 12/02/2022]
Abstract
Simple Summary Bumblebees and honeybees are well known as the dominant and most important pollinators in natural and agricultural ecosystems. The quality characteristics of their colonies depend greatly on the reproductive ability/quality of the parents (queens and drones). Male bees, despite their exclusive reproductive role and ability to determine colony quality, have been less considered than female bees, especially bumblebees. We reviewed the current studies on environmental factors and inherent characteristics that affect the mating success and fecundity of male honeybees and bumblebees. Temperature, nutrients, pesticides, body size, weight and age affect reproduction in male bees and consequently the progeny colony quality. However, more studies, especially in male bumblebees, are still needed to address the impacts of these factors in detail to confront the requirements of agricultural pollination and declining wild bee pollinators worldwide. Abstract Bumblebees and honeybees are very important pollinators and play a vital role in agricultural and natural ecosystems. The quality of their colonies is determined by the queens and the reproductive drones of mother colonies, and mated drones transmit semen, including half of the genetic materials, to queens and enhance their fertility. Therefore, factors affecting drone fecundity will also directly affect progeny at the colony level. Here, we review environmental and bee-related factors that are closely related to drone reproductive ability. The environmental factors that mainly affect the sperm count and the viability of males include temperature, nutrients and pesticides. In addition, the inherent characteristics of male bees, such as body size, weight, age, seminal fluid proteins and proteins of the spermathecal fluid, contribute to mating success, sperm quality during long-term storage in the spermathecae and the reproductive behaviors of queens. Based on the results of previous studies, we also suggest that the effects of somatotype dimorphism in bumblebee males on sperm quality and queen fecundity and the indispensable and exploitable function of gland proteins in the fecundity of males and queens should be given more attention in further studies.
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Power K, Martano M, Altamura G, Maiolino P. Histopathological Findings in Testes from Apparently Healthy Drones of Apis mellifera ligustica. Vet Sci 2020; 7:vetsci7030124. [PMID: 32887234 PMCID: PMC7560084 DOI: 10.3390/vetsci7030124] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 08/30/2020] [Accepted: 08/31/2020] [Indexed: 12/16/2022] Open
Abstract
It is well known that factors acting on the decrease of population of honeybees, can act on the male and female reproductive system, compromising the fertility of queens and drones. While there are many studies on female fertility, only a few studies have focused on male fertility and the possible alterations of the reproductive system. The testes of 25 samples of adult drones of Apis mellifera ligustica were analyzed by histopathology using an innovative histological processing technique and the alterations that were found are here described. Most of the samples showed unaltered testes but, in some cases, samples showed degenerated seminiferous tubules, while others appeared immature. Although a limited number of samples were analyzed, the results obtained displayed that histopathological alterations of the testes exist also in honeybees and that more interest should be put to the matter, as honeybees could be considered as bioindicators for endocrine disruptors. Future studies on a larger number of samples are necessary to analyze how different environmental factors can act and induce alterations in the honeybee reproductive system.
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8
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Sperm Quality Assessment in Honey Bee Drones. BIOLOGY 2020; 9:biology9070174. [PMID: 32708362 PMCID: PMC7408582 DOI: 10.3390/biology9070174] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 07/15/2020] [Accepted: 07/16/2020] [Indexed: 12/31/2022]
Abstract
The quality of honey bee drone semen is relevant in different contexts, ranging from colony productivity to pathology, toxicology and biodiversity preservation. Despite its importance, considerably less knowledge is available on this subject for the honey bee when compared to other domestic animal species. A proper assessment of sperm quality requires a multiple testing approach which discriminates between the different aspects of sperm integrity and functionality. Most studies on drone semen quality have only assessed a few parameters, such as sperm volume, sperm concentration and/or sperm plasma membrane integrity. Although more recent studies have focused on a broader variety of aspects of semen quality, some techniques currently used in vertebrates, such as computer-assisted sperm analysis (CASA) or multiparametric sperm quality testing, still remain to be developed in the honey bee. This may be attributed to the particular sperm morphology and physiology in this species, requiring the development of technologies specifically adapted to it. This article reviews the present knowledge of sperm quality in honey bee drones, highlighting its peculiarities and proposing future lines of research.
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Chapman NC, Dos Santos Cocenza R, Blanchard B, Nguyen LM, Lim J, Buchmann G, Oldroyd BP. Genetic Diversity in the Progeny of Commercial Australian Queen Honey Bees (Hymenoptera: Apidae) Produced in Autumn and Early Spring. JOURNAL OF ECONOMIC ENTOMOLOGY 2019; 112:33-39. [PMID: 30285107 DOI: 10.1093/jee/toy308] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Indexed: 06/08/2023]
Abstract
Honey bee [Apis mellifera L. (Hymenoptera: Apidae)] queens are polyandrous, mating with an average 12 males (drones). Polyandry has been shown to confer benefits to queens and the colonies they head, including avoidance of inviable brood that can arise via sex locus homozygosity, increased resilience to pests and pathogens, and increased survival and productivity, leading to improved colony-level fitness. Queens with an effective mating frequency (ke) greater than 7 are considered adequately mated, whereas queens that fall below this threshold head colonies that have increased likelihood of failure and may be less productive for beekeepers. We determined ke in queens produced in early Spring and Autumn by five Australian commercial queen producers to determine whether the queens they produced were suitably mated. Drone populations are low at these times of year, and therefore, there is an increased risk that queens would fall below the ke > 7 threshold. We found that 33.8% of Autumn-produced queens did not meet the threshold, whereas 93.8% of Spring queens were adequately mated. The number of colonies contributing drones to the mating pool was similarly high in both seasons, suggesting that although many colonies have drones, their numbers may be decreased in Autumn and management strategies may be required to boost drone numbers at this time. Finally, queens had similar levels of homozygosity to workers, and inbreeding coefficients were very low, suggesting that inbreeding is not a problem.
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Affiliation(s)
- Nadine C Chapman
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
| | - Rani Dos Santos Cocenza
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
| | - Benjamin Blanchard
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
| | - Lucy M Nguyen
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
| | - Julianne Lim
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
| | - Gabriele Buchmann
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
| | - Benjamin P Oldroyd
- Ecology, Evolution and Environment, Behaviour and Genetics of Social Insects Laboratory, University of Sydney, School of Life and Environmental Science, Macleay Building, Sydney, NSW
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Reproductive Senescence in Drones of the Honey Bee (Apis mellifera). INSECTS 2019; 10:insects10010011. [PMID: 30626026 PMCID: PMC6358831 DOI: 10.3390/insects10010011] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 05/21/2018] [Accepted: 07/18/2018] [Indexed: 12/20/2022]
Abstract
In the face of high proportions of yearly colony losses, queen health and fecundity has been a major focus of industry and research. Much of the reproductive quality of the queen, though, is a function of the mating success and quality of the drones (males). Many environmental factors can negatively impact drone semen quality, but little is known about factors that impact the drones' ability to successfully mate and deliver that semen, or how widely drones vary. In our study, we observed the daily variation in honey bee drone reproductive quality over time, along with a number of morphological traits. Drones were reared in cages in bank colonies, and 20 individuals were dissected and measured daily. The number of viable spermatozoa in the seminal vesicles was zero at emergence and reached an average maximum of 7.39 ± 0.19 million around 20 days of life. Decline in spermatozoa count occurred after day 30, though viability was constant throughout life, when controlling for count. Older drones had smaller wet weights, head widths, and wing lengths. We predict that this is likely due to sampling bias due to a differential lifespan among larger, more reproductively developed drones. Our study shows that drones are more highly variable than previously suggested and that they have a significant variation in reproductive physiology as a function of age.
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Kairo G, Poquet Y, Haji H, Tchamitchian S, Cousin M, Bonnet M, Pelissier M, Kretzschmar A, Belzunces LP, Brunet JL. Assessment of the toxic effect of pesticides on honey bee drone fertility using laboratory and semifield approaches: A case study of fipronil. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2017; 36:2345-2351. [PMID: 28224659 DOI: 10.1002/etc.3773] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 10/06/2016] [Accepted: 02/17/2017] [Indexed: 06/06/2023]
Abstract
Concern about the reproductive toxicity of plant protection products in honey bee reproducers is increasing. Because the reproductive capacity of honey bees is not currently considered during the risk assessment procedure performed during plant protection product registration, it is important to provide methods to assess such potential impairments. To achieve this aim, we used 2 different approaches that involved semifield and laboratory conditions to study the impact of fipronil on drone fertility. For each approach, the drones were reared for 20 d, from emergence to sexual maturity, and exposed to fipronil via a contaminated sugar solution. In both groups, the effects of fipronil were determined by studying life traits and fertility indicators. The results showed that the survival and maturity rates of the drones were better under laboratory conditions than under semifield conditions. Moreover, the drones reared under laboratory conditions produced more seminal fluid. Although these differences could be explained by environmental factors that may vary under semifield conditions, it was found that regardless of the approach used, fipronil did not affect survival rates, maturity rates, or semen volumes, whereas it did affect fertility by inducing a decrease in spermatozoa quantity that was associated with an increase in spermatozoa mortality. These results confirm that fipronil affects drone fertility and support the relevance of each approach for assessing the potential reproductive toxicity of plant protection products in honey bees. Environ Toxicol Chem 2017;36:2345-2351. © 2017 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals, Inc. on behalf of SETAC.
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Affiliation(s)
- Guillaume Kairo
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Yannick Poquet
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Haïthem Haji
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Sylvie Tchamitchian
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Marianne Cousin
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Marc Bonnet
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Michel Pelissier
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - André Kretzschmar
- INRA (Institut National de la Recherche Agronomique), Biostatistiques & Processus Spatiaux, Avignon, France
| | - Luc P Belzunces
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
| | - Jean-Luc Brunet
- INRA (Institut National de la Recherche Agronomique), Abeilles & Environnement, Toxicologie Environnementale, Avignon, France
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