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Chen YZ, Rong WT, Qin YC, Lu LY, Liu J, Li MJ, Xin L, Li XD, Guan DL. Integrative analysis of microbiota and metabolomics in chromium-exposed silkworm ( Bombyx mori) midguts based on 16S rDNA sequencing and LC/MS metabolomics. Front Microbiol 2023; 14:1278271. [PMID: 37954243 PMCID: PMC10635416 DOI: 10.3389/fmicb.2023.1278271] [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: 08/16/2023] [Accepted: 09/27/2023] [Indexed: 11/14/2023] Open
Abstract
The gut microbiota, a complex ecosystem integral to host wellbeing, is modulated by environmental triggers, including exposure to heavy metals such as chromium. This study aims to comprehensively explore chromium-induced gut microbiota and metabolomic shifts in the quintessential lepidopteran model organism, the silkworm (Bombyx mori). The research deployed 16S rDNA sequence analysis and LC/MS metabolomics in its experimental design, encompassing a control group alongside low (12 g/kg) and high (24 g/kg) feeding chromium dosing regimens. Considerable heterogeneity in microbial diversity resulted between groups. Weissella emerged as potentially resilient to chromium stress, while elevated Propionibacterium was noted in the high chromium treatment group. Differential analysis tools LEfSe and random forest estimation identified key species like like Cupriavidus and unspecified Myxococcales, offering potential avenues for bioremediation. An examination of gut functionality revealed alterations in the KEGG pathways correlated with biosynthesis and degradation, suggesting an adaptive metabolic response to chromium-mediated stress. Further results indicated consequential fallout in the context of metabolomic alterations. These included an uptick in histidine and dihydropyrimidine levels under moderate-dose exposure and a surge of gentisic acid with high-dose chromium exposure. These are critical players in diverse biological processes ranging from energy metabolism and stress response to immune regulation and antioxidative mechanisms. Correlative analyses between bacterial abundance and metabolites mapped noteworthy relationships between marker bacterial species, such as Weissella and Pelomonas, and specific metabolites, emphasizing their roles in enzyme regulation, synaptic processes, and lipid metabolism. Probiotic bacteria showed robust correlations with metabolites implicated in stress response, lipid metabolism, and antioxidant processes. Our study reaffirms the intricate ties between gut microbiota and metabolite profiles and decodes some systemic adaptations under heavy-metal stress. It provides valuable insights into ecological and toxicological aspects of chromium exposure that can potentially influence silkworm resilience.
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Affiliation(s)
- Ya-Zhen Chen
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Wan-Tao Rong
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Ying-Can Qin
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Lin-Yuan Lu
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Jing Liu
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Ming-Jie Li
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Lei Xin
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - Xiao-Dong Li
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
| | - De-Long Guan
- Guangxi Key Laboratory of Sericulture Ecology and Applied Intelligent Technology, Hechi University, Hechi, China
- Guangxi Collaborative Innovation Center of Modern Sericulture and Silk, Hechi University, Hechi, China
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Graber LC, Ramalho MO, Powell S, Moreau CS. Identifying the Role of Elevation, Geography, and Species Identity in Structuring Turtle Ant (Cephalotes Latreille, 1802) Bacterial Communities. MICROBIAL ECOLOGY 2022:10.1007/s00248-022-02128-z. [PMID: 36352137 DOI: 10.1007/s00248-022-02128-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 10/18/2022] [Indexed: 06/16/2023]
Abstract
Bacterial communities in animals are often necessary for hosts to survive, particularly for hosts with nutrient-limited diets. The composition, abundance, and richness of these bacterial communities may be shaped by host identity and external ecological factors. The turtle ants (genus Cephalotes) are predominantly herbivorous and known to rely on bacterial communities to enrich their diet. Cephalotes have a broad Neotropical distribution, with high diversity in the South American Cerrado, a geologically and biologically diverse savanna. Using 16S rRNA amplicon sequencing, we examined the bacterial communities of forty-one Cephalotes samples of sixteen different species collected from multiple locations across two sites in the Cerrado (MG, Brazil) and compared the bacterial communities according to elevation, locality, species, and species group, defined by host phylogeny. Beta diversity of bacterial communities differed with respect to all categories but particularly strongly when compared by geographic location, species, and species group. Differences seen in species and species groups can be partially explained by the high abundance of Mesorhizobium in Cephalotes pusillus and Cephalotes depressus species groups, when compared to other clades via the Analysis of Composition of Microbiome (ANCOM). Though the Cephalotes bacterial community is highly conserved, results from this study indicate that multiple external factors can affect and change bacterial community composition and abundance.
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Affiliation(s)
- Leland C Graber
- Department of Entomology, Cornell University, 129 Garden Ave, Ithaca, NY, 14853, USA.
| | - Manuela O Ramalho
- Department of Entomology, Cornell University, 129 Garden Ave, Ithaca, NY, 14853, USA
- Department of Biology, West Chester University, West Chester, PA, USA
| | - Scott Powell
- Department of Biological Sciences, George Washington University, Washington, D.C., USA
| | - Corrie S Moreau
- Department of Entomology, Cornell University, 129 Garden Ave, Ithaca, NY, 14853, USA
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
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Lalucat J, Gomila M, Mulet M, Zaruma A, García-Valdés E. Past, present and future of the boundaries of the Pseudomonas genus: Proposal of Stutzerimonas gen. Nov. Syst Appl Microbiol 2021; 45:126289. [PMID: 34920232 DOI: 10.1016/j.syapm.2021.126289] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 11/10/2021] [Accepted: 11/24/2021] [Indexed: 11/25/2022]
Abstract
Pseudomonas is one the best studied bacterial genera, and it is the genus with the highest number of species among the gram-negative bacteria. Pseudomonas spp. are widely distributed and play relevant ecological roles; several species are commensal or pathogenic to humans, animals and plants. The main aim of the present minireview is the discussion of how the Pseudomonas taxonomy has evolved with the development of bacterial taxonomy since the first description of the genus in 1894. We discuss how the successive implementation of novel methodologies has influenced the taxonomy of the genus and, vice versa, how the taxonomic studies developed in Pseudomonas have introduced novel tools and concepts to bacterial taxonomy. Current phylogenomic analyses of the family Pseudomonadaceae demonstrate that a considerable number of named Pseudomonas spp. are not monophyletic with P. aeruginosa, the type species of the genus, and that a reorganization of several genera can be foreseen. Phylogenomics of Pseudomonas, Azomonas and Azotobacter within the Pseudomonadaceae is presented as a case study. Five new genus names are delineated to accommodate five well-defined phylogenetic branches that are supported by the shared genes in each group, and two of them can be differentiated by physiological and ecological properties: the recently described genus Halopseudomonas and the genus Stutzerimonas proposed in the present study. Five former Pseudomonas species are transferred to Halopseudomonas and 10 species to Stutzerimonas.
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Affiliation(s)
- Jorge Lalucat
- Microbiologia, Departament Biologia, Universitat de les Illes Balears, Spain; Institut Mediterrani d'Estudis Avançats, IMEDEA (CSIC-UIB), Spain.
| | - Margarita Gomila
- Microbiologia, Departament Biologia, Universitat de les Illes Balears, Spain
| | - Magdalena Mulet
- Microbiologia, Departament Biologia, Universitat de les Illes Balears, Spain
| | - Anderson Zaruma
- Microbiologia, Departament Biologia, Universitat de les Illes Balears, Spain
| | - Elena García-Valdés
- Microbiologia, Departament Biologia, Universitat de les Illes Balears, Spain; Institut Mediterrani d'Estudis Avançats, IMEDEA (CSIC-UIB), Spain
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Reclassification of the Taxonomic Framework of Orders Cellvibrionales, Oceanospirillales, Pseudomonadales, and Alteromonadales in Class Gammaproteobacteria through Phylogenomic Tree Analysis. mSystems 2020; 5:5/5/e00543-20. [PMID: 32934116 PMCID: PMC7498684 DOI: 10.1128/msystems.00543-20] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Orders Oceanospirillales and Pseudomonadales play important roles in various ecosystems as the keystone taxa of microbiomes. However, the two orders present a close evolutionary relationship, which might have caused taxonomic misinterpretation and resulted in an incorrect understanding of their evolutionary history. In this study, first, we used the 16S rRNA gene sequences of 2,049 species of Gammaproteobacteria to build a phylogenetic tree, which demonstrated that reports regarding the evolutionary relationship of orders Cellvibrionales, Oceanospirillales, and Pseudomonadales based on a single conserved gene with a poor resolution have been conflicting; in particular, the major families Moraxellaceae and Pseudomonadaceae of order Pseudomonadales were separated from orders Cellvibrionales and Oceanospirillales Subsequently, we constructed the bac120 trees of all representative reference genomes of class Gammaproteobacteria based on 120 ubiquitous single-copy proteins from bacteria and a phylogenomic tree based on the 119 core genes of 257 reference genomes obtained from orders Cellvibrionales, Oceanospirillales, and Pseudomonadales to cross validate and infer their intrinsic evolutionary relationships. These results indicated that two novel orders, Moraxellales ord. nov. and Kangiellales ord. nov., and three novel families, Marinobacteraceae fam. nov., Perlucidibacaceae fam. nov., and Zooshikellaceae fam. nov., should be proposed. Additionally, orders Cellvibrionales and Oceanospirillales were merged into the order Pseudomonadales except for families Moraxellaceae and Kangiellaceae in class Gammaproteobacteria, which currently includes 18 families. Our work sheds some light on the evolutionary history of class Gammaproteobacteria, which could facilitate the detection and taxonomic analysis of natural communities.IMPORTANCE The orders Cellvibrionales, Oceanospirillales, and Pseudomonadales, as three major orders of the largest bacterial class, Gammaproteobacteria, play important roles in various ecosystems as the keystone taxa of microbiomes, but their evolutionary relationship is currently polyphyletic and chaotic. Here, we constructed a bac120 tree and core-genome tree and calculated the amino acid identity (AAI) value to explore their intrinsic evolutionary history. In this study, we proposed two novel orders and three novel families. This evolution study vastly reconstructed the taxonomic framework of class Gammaproteobacteria and could provide a more distinct perspective on global distribution and evolutionary patterns of these environmental microorganisms.
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Maleki-Ravasan N, Ahmadi N, Soroushzadeh Z, Raz AA, Zakeri S, Dinparast Djadid N. New Insights Into Culturable and Unculturable Bacteria Across the Life History of Medicinal Maggots Lucilia sericata (Meigen) (Diptera: Calliphoridae). Front Microbiol 2020; 11:505. [PMID: 32322242 PMCID: PMC7156559 DOI: 10.3389/fmicb.2020.00505] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Accepted: 03/09/2020] [Indexed: 12/31/2022] Open
Abstract
Because of the nutritional ecology of dung- and carrion-feeding, bacteria are the integral part of Lucilia sericata life cycle. Nevertheless, the disinfected larvae of the blowfly are applied to treat human chronic wounds in a biosurgery named maggot debridement therapy (MDT). To realize the effects of location/diet on the gut bacteria, to infer the role of bacteria in the blowfly ecology plus in the MDT process, and to disclose bacteria circulating horizontally in and vertically between generations, bacterial communities associated with L. sericata specimens from various sources were investigated using culture-based and culture-independent methods. In total, 265 bacteria, including 20 families, 28 genera, and 40 species, were identified in many sources of the L. sericata. Culture-dependent method identified a number of 144 bacterial isolates, including 21 species, in flies reared in an insectary; specimens were collected from the field, and third-instar larvae retrieved from chronic wounds of patients. Metagenetic approach exposed the occurrences of 121 operational taxonomic units comprising of 32 bacterial species from immature and adult stages of L. sericata. Gammaproteobacteria was distinguished as the dominant class of bacteria by both methods. Bacteria came into the life cycle of L. sericata over the foods and transovarially infected eggs. Enterococcus faecalis, Myroides phaeus, Proteus species, Providencia vermicola, and Serratia marcescens were exchanged among individuals via transstadial transmission. Factors, including diets, feeding status, identification tool, gut compartment, and life stage, governed the bacteria species. Herein, we reemphasized that L. sericata is thoroughly connected to the bacteria both in numerous gut compartments and in different life stages. Among all, transstadially transmitted bacteria are underlined, indicating the lack of antagonistic effect of the larval excretions/secretions on these resident bacteria. While the culture-dependent method generated useful data on the viable aerobic gut bacteria, metagenomic method enabled us to identify bacteria directly from the tissues without any need for cultivation and to facilitate the identification of anaerobic and unculturable bacteria. These findings are planned to pave the way for further research to determine the role of each bacterial species/strain in the insect ecology, as well as in antimicrobial, antibiofilm, anti-inflammatory, and wound healing activities.
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Affiliation(s)
- Naseh Maleki-Ravasan
- Malaria and Vector Research Group, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran.,Department of Parasitology, Pasteur Institute of Iran, Tehran, Iran
| | - Nahid Ahmadi
- Malaria and Vector Research Group, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran.,Department of Biotechnology, Faculty of Advanced Sciences and Technology, Pharmaceutical Sciences Branch, Islamic Azad University, Tehran, Iran
| | - Zahra Soroushzadeh
- Malaria and Vector Research Group, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran.,Department of Biotechnology, Faculty of Advanced Sciences and Technology, Pharmaceutical Sciences Branch, Islamic Azad University, Tehran, Iran
| | - Abbas Ali Raz
- Malaria and Vector Research Group, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Sedigheh Zakeri
- Malaria and Vector Research Group, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Navid Dinparast Djadid
- Malaria and Vector Research Group, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
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Herbivorous turtle ants obtain essential nutrients from a conserved nitrogen-recycling gut microbiome. Nat Commun 2018; 9:964. [PMID: 29511180 PMCID: PMC5840417 DOI: 10.1038/s41467-018-03357-y] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 02/07/2018] [Indexed: 11/08/2022] Open
Abstract
Nitrogen acquisition is a major challenge for herbivorous animals, and the repeated origins of herbivory across the ants have raised expectations that nutritional symbionts have shaped their diversification. Direct evidence for N provisioning by internally housed symbionts is rare in animals; among the ants, it has been documented for just one lineage. In this study we dissect functional contributions by bacteria from a conserved, multi-partite gut symbiosis in herbivorous Cephalotes ants through in vivo experiments, metagenomics, and in vitro assays. Gut bacteria recycle urea, and likely uric acid, using recycled N to synthesize essential amino acids that are acquired by hosts in substantial quantities. Specialized core symbionts of 17 studied Cephalotes species encode the pathways directing these activities, and several recycle N in vitro. These findings point to a highly efficient N economy, and a nutritional mutualism preserved for millions of years through the derived behaviors and gut anatomy of Cephalotes ants.
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Lin JY, Hobson WJ, Wertz JT. Saccharedens versatilis gen. nov., sp. nov., a sugar-degrading member of the Burkholderiales isolated from Cephalotes rohweri ant guts. Int J Syst Evol Microbiol 2017; 67:447-453. [DOI: 10.1099/ijsem.0.001650] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- Jonathan Y. Lin
- Department of Biology, Calvin College, Grand Rapids, MI, USA
| | | | - John T. Wertz
- Department of Biology, Calvin College, Grand Rapids, MI, USA
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