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Liberti J, Engel P, Cabirol A. Interplay between gut symbionts and behavioral variation in social insects. CURRENT OPINION IN INSECT SCIENCE 2024; 65:101233. [PMID: 39019113 DOI: 10.1016/j.cois.2024.101233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/27/2024] [Accepted: 07/09/2024] [Indexed: 07/19/2024]
Abstract
Social insects exhibit a high degree of intraspecific behavioral variation. Moreover, they often harbor specialized microbial communities in their gut. Recent studies suggest that these two characteristics of social insects are interlinked: insect behavioral phenotypes affect their gut microbiota composition, partly through exposure to different environments and diet, and in return, the gut microbiota has been shown to influence insect behavior. Here, we discuss the bidirectional relationship existing between intraspecific variation in gut microbiota composition and behavioral phenotypes in social insects.
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Affiliation(s)
- Joanito Liberti
- Department of Fundamental Microbiology, University of Lausanne, Switzerland; Department of Ecology and Evolution, University of Lausanne, Switzerland.
| | - Philipp Engel
- Department of Fundamental Microbiology, University of Lausanne, Switzerland
| | - Amélie Cabirol
- Department of Fundamental Microbiology, University of Lausanne, Switzerland.
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Marín-Miret J, Pérez-Cobas AE, Domínguez-Santos R, Pérez-Rocher B, Latorre A, Moya A. Adaptability of the gut microbiota of the German cockroach Blattella germanica to a periodic antibiotic treatment. Microbiol Res 2024; 287:127863. [PMID: 39106785 DOI: 10.1016/j.micres.2024.127863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 07/20/2024] [Accepted: 07/29/2024] [Indexed: 08/09/2024]
Abstract
High-throughput sequencing studies have shown that diet or antimicrobial treatments impact animal gut microbiota equilibrium. However, properties related to the gut microbial ecosystem stability, such as resilience, resistance, or functional redundancy, must be better understood. To shed light on these ecological processes, we combined advanced statistical methods with 16 S rRNA gene sequencing, functional prediction, and fitness analyses in the gut microbiota of the cockroach Blattella germanica subject to three periodic pulses of the antibiotic (AB) kanamycin (n=512). We first confirmed that AB did not significantly affect cockroaches' biological fitness, and gut microbiota changes were not caused by insect physiology alterations. The sex variable was examined for the first time in this species, and no statistical differences in the gut microbiota diversity or composition were found. The comparison of the gut microbiota dynamics in control and treated populations revealed that (1) AB treatment decreases diversity and completely disrupts the co-occurrence networks between bacteria, significantly altering the gut community structure. (2) Although AB also affected the genetic composition, functional redundancy would explain a smaller effect on the functional potential than on the taxonomic composition. (3) As predicted by Taylor's law, AB generally affected the most abundant taxa to a lesser extent than the less abundant taxa. (4) Taxa follow different trends in response to ABs, highlighting "resistant taxa," which could be critical for community restoration. (5) The gut microbiota recovered faster after the three AB pulses, suggesting that gut microbiota adapts to repeated treatments.
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Affiliation(s)
- Jesús Marín-Miret
- Institute for Integrative Systems Biology (I2SysBio), University of Valencia and Spanish Research Council, Paterna, Valencia 46980, Spain; Genomic and Health Area, Foundation for the Promotion of Sanitary and Biomedical Research of the Valencia Region, Valencia 46020, Spain
| | - Ana Elena Pérez-Cobas
- Department of Microbiology, Ramón y Cajal Institute for Health Research (IRYCIS), Ramón y Cajal University Hospital, Madrid, Spain; CIBER in Infectious Diseases (CIBERINFEC), Madrid, Spain
| | - Rebeca Domínguez-Santos
- Institute for Integrative Systems Biology (I2SysBio), University of Valencia and Spanish Research Council, Paterna, Valencia 46980, Spain
| | - Benjamí Pérez-Rocher
- Institute for Integrative Systems Biology (I2SysBio), University of Valencia and Spanish Research Council, Paterna, Valencia 46980, Spain
| | - Amparo Latorre
- Institute for Integrative Systems Biology (I2SysBio), University of Valencia and Spanish Research Council, Paterna, Valencia 46980, Spain; Genomic and Health Area, Foundation for the Promotion of Sanitary and Biomedical Research of the Valencia Region, Valencia 46020, Spain
| | - Andrés Moya
- Institute for Integrative Systems Biology (I2SysBio), University of Valencia and Spanish Research Council, Paterna, Valencia 46980, Spain; Genomic and Health Area, Foundation for the Promotion of Sanitary and Biomedical Research of the Valencia Region, Valencia 46020, Spain.
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Wang G, Wang G, Ma Y, Lv Z, You Y, Ma P, Yu Y. Composition and Diversity of Gut Bacterial Community in Different Life Stages of Osmia excavata Alfken (Hymenoptera: Megachilidae). Microorganisms 2024; 12:1709. [PMID: 39203551 PMCID: PMC11357660 DOI: 10.3390/microorganisms12081709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 08/08/2024] [Accepted: 08/13/2024] [Indexed: 09/03/2024] Open
Abstract
Osmia excavata is an excellent pollinator in nature and plays a vital role in the conservation of agro-ecosystems and food security. Given the important role of the gut bacterial community in host health and regulation of host growth and development, using 16S rRNA gene sequencing data, the present study explored the composition of the gut bacterial community and its diversity at different life stages (eggs, young larvae, old larvae, young pupae, old pupae, and 1-day-old adults in cocoons) of the solitary bee Osmia excavata. The results showed that the core phyla in the gut of O. excavata at different life stages were Proteobacteria, Firmicutes, Bacteroidota, and Actinobacteriota, and the core genera were Sodalis, Tyzzerella, and Ralstonia. The highest intestinal bacterial diversity was found in the Egg period, and the lowest bacterial alpha diversity was found in the 1-day-old Adult period; the bacterial diversity of O. excavata showed a process of decreasing, as it was growing from the Egg period to the 1-day-old Adult period. Our study found that O. excavata undergoes a significant change in the structure of the gut flora when it grows from the young pupae to old pupae stage, a period of growth that coincides with the process of cocooning and isolation from the external environment after food depletion. This suggests that food and environmental factors are key contributors to the structure of the bacterial community in the gut of solitary bees.
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Affiliation(s)
- Guangzhao Wang
- Institute of Plant Protection, Shandong Academy of Agricultural Sciences, Jinan 250100, China; (G.W.); (G.W.); (Y.M.); (Y.Y.)
| | - Guiping Wang
- Institute of Plant Protection, Shandong Academy of Agricultural Sciences, Jinan 250100, China; (G.W.); (G.W.); (Y.M.); (Y.Y.)
| | - Yixiang Ma
- Institute of Plant Protection, Shandong Academy of Agricultural Sciences, Jinan 250100, China; (G.W.); (G.W.); (Y.M.); (Y.Y.)
| | - Zhaoyun Lv
- Shandong Institute of Sericulture, Yantai 264000, China;
| | - Yinwei You
- Institute of Plant Protection, Shandong Academy of Agricultural Sciences, Jinan 250100, China; (G.W.); (G.W.); (Y.M.); (Y.Y.)
| | - Pengtao Ma
- School of Life Sciences, Yantai University, Yantai 264005, China;
| | - Yi Yu
- Institute of Plant Protection, Shandong Academy of Agricultural Sciences, Jinan 250100, China; (G.W.); (G.W.); (Y.M.); (Y.Y.)
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Scharf ME, Lee CY. Insecticide resistance in social insects: assumptions, realities, and possibilities. CURRENT OPINION IN INSECT SCIENCE 2024; 62:101161. [PMID: 38237732 DOI: 10.1016/j.cois.2024.101161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 12/31/2023] [Accepted: 01/10/2024] [Indexed: 02/04/2024]
Abstract
Insecticide resistance is an evolved ability to survive insecticide exposure. Compared with nonsocial insects, eusocial insects have lower numbers of documented cases of resistance. Eusocial insects include beneficial and pest species that can be incidentally or purposely targeted with insecticides. The central goal of this review is to explore factors that either limit resistance or the ability to detect it in eusocial insects. We surveyed the literature and found that resistance has been documented in bees, but in other pest groups such as ants and termites, the evidence is more sparse. We suggest the path forward for better understanding eusocial resistance should include more tractable experimental models, comprehensive geographic sampling, and targeted testing of the impacts of social, symbiont, genetic, and ecological factors.
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Vernier CL, Nguyen LA, Gernat T, Ahmed AC, Chen Z, Robinson GE. Gut microbiota contribute to variations in honey bee foraging intensity. THE ISME JOURNAL 2024; 18:wrae030. [PMID: 38412118 PMCID: PMC11008687 DOI: 10.1093/ismejo/wrae030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 01/17/2024] [Accepted: 02/23/2024] [Indexed: 02/29/2024]
Abstract
Gut microbiomes are increasingly recognized for mediating diverse biological aspects of their hosts, including complex behavioral phenotypes. Although many studies have reported that experimental disruptions to the gut microbial community result in atypical host behavior, studies that address how gut microbes contribute to adaptive behavioral trait variation are rare. Eusocial insects represent a powerful model to test this, because of their simple gut microbiota and complex division of labor characterized by colony-level variation in behavioral phenotypes. Although previous studies report correlational differences in gut microbial community associated with division of labor, here, we provide evidence that gut microbes play a causal role in defining differences in foraging behavior between European honey bees (Apis mellifera). We found that gut microbial community structure differed between hive-based nurse bees and bees that leave the hive to forage for floral resources. These differences were associated with variation in the abundance of individual microbes, including Bifidobacterium asteroides, Bombilactobacillus mellis, and Lactobacillus melliventris. Manipulations of colony demography and individual foraging experience suggested that differences in gut microbial community composition were associated with task experience. Moreover, single-microbe inoculations with B. asteroides, B. mellis, and L. melliventris caused effects on foraging intensity. These results demonstrate that gut microbes contribute to division of labor in a social insect, and support a role of gut microbes in modulating host behavioral trait variation.
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Affiliation(s)
- Cassondra L Vernier
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
| | - Lan Anh Nguyen
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
| | - Tim Gernat
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
| | - Amy Cash Ahmed
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
| | - Zhenqing Chen
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
| | - Gene E Robinson
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, IL 61810, United States
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
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Chang X, Xue S, Li R, Zhang Y. Episyrphus balteatus symbiont variation across developmental stages, living states, two sexes, and potential horizontal transmission from prey or environment. Front Microbiol 2024; 14:1308393. [PMID: 38249471 PMCID: PMC10797133 DOI: 10.3389/fmicb.2023.1308393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 12/08/2023] [Indexed: 01/23/2024] Open
Abstract
Introduction Episyrphus balteatus is one representative Syrphidae insect which can provide extensive pollination and pest control services. To date, the symbiont composition and potential acquisition approaches in Syrphidae remain unclear. Methods Herein, we investigated microbiota dynamics across developmental stages, different living states, and two sexes in E. balteatus via full-length 16S rRNA genes sequencing, followed by an attempt to explore the possibility of symbiont transmission from prey Megoura crassicauda to the hoverfly. Results Overall, Proteobacteria and Firmicutes were the dominant bacteria phyla with fluctuating relative abundances across the life stage. Cosenzaea myxofaciens is dominant in adulthood, while Enterococcus silesiacus and Morganella morganii dominate in larvae and pupae of E. balteatus, respectively. Unexpectedly, Serratia symbiotica, one facultative endosymbiont commonly harbored in aphids, was one of the predominant bacteria in larvae of E. balteatus, just behind Enterococcus silesiacus. In addition, S. symbiotica was also surprisingly most dominated in M. crassicauda aphids (92.1% relative abundance), which are significantly higher than Buchnera aphidicola (4.7% relative abundance), the primary obligate symbiont of most aphid species. Approximately 25% mortality was observed among newly emerged adults, of which microbiota was also disordered, similar to normally dying individuals. Sexually biased symbionts and 41 bacteria species with pairwise co-occurrence in E. balteatus and 23 biomarker species for each group were identified eventually. Functional prediction showed symbionts of hoverflies and aphids, both mainly focusing on metabolic pathways. In brief, we comprehensively explored the microbiome in one Syrphidae hoverfly using E. balteatus reared indoors on M. morganii as the model, revealed its dominated symbiont species, identified sexually biased symbionts, and found an aphid facultative endosymbiont inhabited in the hoverfly. We also found that the dominated symbiotic bacteria in M. crassicauda are S. symbiotica other than Buchnera aphidicola. Discussion Taken together, this study provides new valuable resources about symbionts in hoverflies and prey aphids jointly, which will benefit further exploring the potential roles of microbiota in E. balteatus.
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Affiliation(s)
- Xiao Chang
- National Key Laboratory of Cotton Bio-Breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Science, Anyang, Henan, China
- School of Biological and Food Engineering, Anyang Institute of Technology, Anyang, China
- Research Base, Anyang Institute of Technology, National Key Laboratory of Cotton Bio-breeding and Inte-grated Utilization, Anyang, Henan, China
- Taihang Mountain Forest Pests Observation and Research Station of Henan Province, Linzhou, China
| | - Shuang Xue
- School of Biological and Food Engineering, Anyang Institute of Technology, Anyang, China
- Research Base, Anyang Institute of Technology, National Key Laboratory of Cotton Bio-breeding and Inte-grated Utilization, Anyang, Henan, China
- Taihang Mountain Forest Pests Observation and Research Station of Henan Province, Linzhou, China
| | - Ruimin Li
- School of Biological and Food Engineering, Anyang Institute of Technology, Anyang, China
- Research Base, Anyang Institute of Technology, National Key Laboratory of Cotton Bio-breeding and Inte-grated Utilization, Anyang, Henan, China
- Taihang Mountain Forest Pests Observation and Research Station of Henan Province, Linzhou, China
| | - Yuanchen Zhang
- School of Biological and Food Engineering, Anyang Institute of Technology, Anyang, China
- Research Base, Anyang Institute of Technology, National Key Laboratory of Cotton Bio-breeding and Inte-grated Utilization, Anyang, Henan, China
- Taihang Mountain Forest Pests Observation and Research Station of Henan Province, Linzhou, China
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Suenami S, Sato M, Miyazaki R. Gustatory Responsiveness of Honey Bees Colonized with a Defined or Conventional Gut Microbiota. Microbes Environ 2024; 39:ME23081. [PMID: 38447985 PMCID: PMC10982108 DOI: 10.1264/jsme2.me23081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 01/19/2024] [Indexed: 03/08/2024] Open
Abstract
Gut microbes have many beneficial functions for host animals, such as food digestion and development of the immune system. An increasing number of studies report that gut bacteria also affect host neural function and behavior. The sucrose responsiveness of the western honey bee Apis mellifera, which harbors a characteristic gut microbiota, was recently reported to be increased by the presence of gut microbes. However, this responsiveness may vary depending on the experimental design, as animal behavior may be modulated by physiological states and environmental conditions. To evaluate the robustness of the effects of the gut microbiota on host gustatory responsiveness, we herein examined the sucrose responsiveness of honey bees colonized with a defined bacterial community or a conventional gut microbiota extracted from a field-collected bee. Although colonization was experimentally verified, sucrose responsiveness did not significantly differ among treatments after the 2- or 5-h starvation period. We concluded that the sucrose responsiveness of A. mellifera is not always affected by its gut microbiota. Therefore, host physiological conditions and environmental factors need to be considered when evaluating the impact of the gut microbiota on host neural function and behavior.
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Affiliation(s)
- Shota Suenami
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba 305–8566, Japan
| | - Masato Sato
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba 305–8566, Japan
| | - Ryo Miyazaki
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba 305–8566, Japan
- Computational Bio Big Data Open Innovation Laboratory (CBBD-OIL), AIST, Tokyo 169–8555, Japan
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305–8572, Japan
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Kang H, Ai L, Zhen Z, Lu B, Man Z, Yi P, Li M, Lin L. A Novel Deep Learning Model for Accurate Pest Detection and Edge Computing Deployment. INSECTS 2023; 14:660. [PMID: 37504666 PMCID: PMC10380246 DOI: 10.3390/insects14070660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/30/2023] [Accepted: 07/10/2023] [Indexed: 07/29/2023]
Abstract
In this work, an attention-mechanism-enhanced method based on a single-stage object detection model was proposed and implemented for the problem of rice pest detection. A multi-scale feature fusion network was first constructed to improve the model's predictive accuracy when dealing with pests of different scales. Attention mechanisms were then introduced to enable the model to focus more on the pest areas in the images, significantly enhancing the model's performance. Additionally, a small knowledge distillation network was designed for edge computing scenarios, achieving a high inference speed while maintaining a high accuracy. Experimental verification on the IDADP dataset shows that the model outperforms current state-of-the-art object detection models in terms of precision, recall, accuracy, mAP, and FPS. Specifically, a mAP of 87.5% and an FPS value of 56 were achieved, significantly outperforming other comparative models. These results sufficiently demonstrate the effectiveness and superiority of the proposed method.
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Affiliation(s)
- Huangyi Kang
- College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
| | - Luxin Ai
- College of Plant Protection, China Agricultural University, Beijing 100083, China
| | - Zengyi Zhen
- College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
| | - Baojia Lu
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China
| | - Zhangli Man
- College of Plant Protection, China Agricultural University, Beijing 100083, China
| | - Pengyu Yi
- College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
| | - Manzhou Li
- College of Plant Protection, China Agricultural University, Beijing 100083, China
| | - Li Lin
- College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
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