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Fu P, Zhai J, Yang X, Gao J, Ren Z, Guo B, Qi P. Distribution and influencing factors of antibiotic resistance genes in two mussel species along the coasts of the East China Sea and the Yellow Sea. JOURNAL OF HAZARDOUS MATERIALS 2025; 488:137399. [PMID: 39889603 DOI: 10.1016/j.jhazmat.2025.137399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Revised: 01/08/2025] [Accepted: 01/25/2025] [Indexed: 02/03/2025]
Abstract
Antibiotic resistance genes (ARGs) raise a global public health concern. The ARGs profile in marine aquaculture environments was well reported, yet it is poorly revealed in marine bivalves. This study investigated the microbiota, resistome, and environmental factors within the digestive glands of two mussel species (Mytilus coruscus and Mytilus galloprovincialis) cultivated in the East China Sea and Yellow Sea. The microbial communities in the digestive glands of mussels exhibit significant variations across different sampling sites and between the two seas. The three bacterial phyla that predominated in all samples were Firmicutes, Bacteroidota, and Proteobacteria. A total of 88 ARGs were detected, with aminoglycoside resistance genes and multidrug resistance genes being the dominant categories. Analysis revealed that the quinolone resistance gene qnrB, associated with clinically relevant human pathogens, was ubiquitous in all samples. Members of the Enterobacteriaceae family may serve as a reservoir for qnrB within the investigated environment. The distribution of ARGs shows potential associations with the composition of microbial communities in the digestive glands, environmental factors, and mobile genetic elements (MGEs). These findings enhance the elucidation of microbial ecology and antibiotic resistance in marine aquaculture.
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Affiliation(s)
- Peipei Fu
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China
| | - Jiaying Zhai
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China
| | - Xiaoao Yang
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China
| | - Jiaxin Gao
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China
| | - Zhongjie Ren
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China
| | - Baoying Guo
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China
| | - Pengzhi Qi
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang 316004, PR China.
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2
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Lodato MB, van Ee BC, Atkinson CL. Linking Phylogeny and Morphology to Resource Assimilation Within Aquatic Assemblages. Ecol Evol 2024; 14:e70641. [PMID: 39588351 PMCID: PMC11586237 DOI: 10.1002/ece3.70641] [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: 07/10/2024] [Revised: 11/06/2024] [Accepted: 11/11/2024] [Indexed: 11/27/2024] Open
Abstract
Niche partitioning promotes species coexistence. Yet, it remains unclear how phylogeny and morphology influence the trophic niches of closely related aquatic species with shared feeding modes. Freshwater mussels (Family: Unionidae) are a group of filter-feeding bivalves that are ideal for investigating mechanisms of niche partitioning. Particle size selection and patterns of ingestion are controlled by gill latero-frontal cirri density (CD) and the number of cilia per cirrus (CC). We investigated trophic assimilation and niche area using stable isotope signatures (𝛿13C and 𝛿15N) and gill morphology with scanning-electron microscopy for a diverse mussel assemblage from the Sipsey River, Alabama, USA. We predicted that (1) trophic niches and gill morphology would differ within and among species across sites; (2) co-occurring species would partition food resources; (3) greater phylogenetic distances among species would result in increased trophic dissimilarity; (4) more CC and higher CD would result in a narrower trophic niche area, or more constrained range of food items assimilated. We found that (1) species identity and site influenced gill morphology and stable isotope signatures but that the trophic niche area of a species was only affected by species identity; (2) the average proportion of niche area overlap between co-occurring species was low across sites (0.04 to 0.18); (3) trophic dissimilarity among species increased with phylogenetic distance; (4) CD but not the number of CC negatively related to trophic niche area. Our results indicate that gill morphology and evolutionary history are likely key factors governing the trophic niches of mussels. In addition, intraspecific variation in gill morphology across sites may either reflect a phenotypic response to differences in local resource availability or suggest that other mechanisms shape particle selection. Examining the interplay among the trophic niche, phylogeny, and morphology among functionally similar species further informs our understanding of the mechanisms facilitating their coexistence.
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Affiliation(s)
- Matthew B. Lodato
- Department of Biological SciencesUniversity of AlabamaTuscaloosaAlabamaUSA
| | - Brian C. van Ee
- Department of Biological SciencesUniversity of AlabamaTuscaloosaAlabamaUSA
| | - Carla L. Atkinson
- Department of Biological SciencesUniversity of AlabamaTuscaloosaAlabamaUSA
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3
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Lourenço CF, Almeida AR, Soares AM, Marques CR. Efficiency comparison of DNA extraction kits for analysing the cockle gut bacteriome. Heliyon 2024; 10:e38846. [PMID: 39640665 PMCID: PMC11620152 DOI: 10.1016/j.heliyon.2024.e38846] [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: 05/31/2023] [Revised: 09/11/2024] [Accepted: 10/01/2024] [Indexed: 12/07/2024] Open
Abstract
Cockles play a vital ecological role and provide valuable ecosystem services globally. However, the performance, production, and safe consumption of cockles are significantly influenced by their gut-associated bacteriome. Accurate understanding of gut-bacteriome interactions, and surveillance of pathogenic bacteria loads in cockles, rely on efficient DNA extraction methods that yield high-quality and representative bacterial DNA. Despite this importance, reliable extraction methods for cockles are currently overlooked. Therefore, we evaluated the performance of five DNA extraction kits (E.Z.N.A.® Soil DNA; FastDNA® Spin; DNeasy PowerSoil Pro; QIAamp PowerFecal DNA; ZymoBIOMICS™DNA Miniprep) in terms of DNA quality, yield, bacterial community structure (analysed by using denaturating gradient gel electrophoresis; DGGE), and bacteriome composition (analysed by 16S rRNA gene sequencing) in Cerastoderma edule gut. The DNeasy kit provided the highest purity and quantity of bacterial DNA, while the PowerFecal and Zymo kits exhibited reduced extraction efficiency. DGGE profiles revealed significant variability between the tested kits (R = 0.512; mean P = 0.011), but the FastDNA kit under-represented the bacterial community in cockles' gut. Based on alpha diversity, the DNeasy kit outperformed the others and successfully detected all abundant genera found with the alternative kits. Our findings indicate that the DNeasy kit is an efficient DNA extraction method, enabling a molecular representation of the gut-associated bacteriome in C. edule. These results contribute to the development of effective techniques for studying the cockle gut bacteriome and its ecological implications.
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Affiliation(s)
- Catarina F. Lourenço
- Center for Environmental and Marine Studies (CESAM) & Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Ana R. Almeida
- Center for Environmental and Marine Studies (CESAM) & Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Amadeu M.V.M. Soares
- Center for Environmental and Marine Studies (CESAM) & Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Catarina R. Marques
- Center for Environmental and Marine Studies (CESAM) & Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
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4
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Halliday-Isaac AK, Jackson CR. Microeukaryotes Associated with Freshwater Mussels in Rivers of the Southeastern United States. Microorganisms 2024; 12:1835. [PMID: 39338509 PMCID: PMC11434547 DOI: 10.3390/microorganisms12091835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 08/20/2024] [Accepted: 09/03/2024] [Indexed: 09/30/2024] Open
Abstract
Microeukaryotes are a diverse and often overlooked group of microbes that are important in food webs and other ecological linkages. Little is known about microeukaryotes associated with aquatic invertebrates, although filter feeders such as mussels are likely to take in and potentially retain microeukaryotes in their gut while feeding. Microeukaryotes such as apicomplexans have been reported in marine mussel species, but no studies have examined the presence of these microorganisms in freshwater mussels or how they relate to mussel host species or environmental conditions. In this study, microbial community DNA was extracted from the gut tissue of over 300 freshwater mussels, representing 22 species collected from rivers in the southeastern USA. Microeukaryote DNA was detected using PCR amplification, followed by the sequencing of positive amplicons. Microeukaryotes were found in 167 individual mussels (53%) of those tested. Amplicons included dinoflagellates/algae that differed between mussel species and are likely food sources that were distinct from those found in water and sediment samples analyzed concurrently. A total of 5% of the positive amplicons were non-photosynthetic alveolates that could represent parasitic microeukaryotes. Understanding the distribution of microeukaryotes in the freshwater mussel gut microbiome could further our understanding of the ongoing decline of mussel populations.
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Affiliation(s)
| | - Colin R. Jackson
- Department of Biology, University of Mississippi, University, Oxford, MS 38677, USA;
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5
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Vaughn SN, Hopper GW, González IS, Bucholz JR, Garrick RC, Lozier JD, Johnson PD, Atkinson CL, Jackson CR. Introduction into natural environments shifts the gut microbiome of captivity-raised filter-feeding bivalves. ISME COMMUNICATIONS 2024; 4:ycae125. [PMID: 39507398 PMCID: PMC11538807 DOI: 10.1093/ismeco/ycae125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 10/16/2024] [Accepted: 10/21/2024] [Indexed: 11/08/2024]
Abstract
The gut microbiome is influenced by host species and the environment, but how the environment influences the microbiome of animals introduced into a new ecosystem has rarely been investigated. Freshwater mussels are aquatic fauna, with some threatened or endangered species propagated in hatcheries and introduced into natural systems as part of conservation efforts. The effects of the environment on the freshwater mussel gut microbiome were assessed for two hatchery-propagated species (Lampsilis ovata, Lampsilis ornata) introduced into rivers within their natural range. Mussels were placed in rivers for 8 weeks, after which one subset was collected, another subset remained in that river, and a third subset was reciprocally transplanted to another river in the same river basin for a further 8 weeks. Gut microbiome composition and diversity were characterized for all mussels. After the initial 8 weeks, mussels showed increased gut bacterial species richness and distinct community composition compared to hatchery mussels, but gut microbiome diversity then decreased for mussels that remained in the same river for all 16 weeks. The gut bacterial community of mussels transplanted between rivers shifted to resemble that of mussels placed initially into the recipient river and that remained there for the whole study. All mussels showed high proportions of Firmicutes in their gut microbiome after 8 weeks, suggesting an essential role of this phylum in the gut of Lampsilis species. These findings show that the mussel gut microbiome shifts in response to new environments and provide insights into conservation strategies that involve species reintroductions.
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Affiliation(s)
- Stephanie N Vaughn
- Department of Biology, University of Mississippi, University, MS 38677, United States
| | - Garrett W Hopper
- School of Renewable Natural Resources, Louisiana State University and Agricultural Center, Baton Rouge, LA 70803, United States
| | | | - Jamie R Bucholz
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487, United States
| | - Ryan C Garrick
- Department of Biology, University of Mississippi, University, MS 38677, United States
| | - Jeffrey D Lozier
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487, United States
| | - Paul D Johnson
- Alabama Department of Conservation and Natural Resources, Alabama Aquatic Biodiversity Center, Marion, AL 36756, United States
| | - Carla L Atkinson
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487, United States
| | - Colin R Jackson
- Department of Biology, University of Mississippi, University, MS 38677, United States
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6
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Gafarova E, Kuracji D, Sogomonyan K, Gorokhov I, Polev D, Zubova E, Golikova E, Granovitch A, Maltseva A. Gut Bacteriomes and Ecological Niche Divergence: An Example of Two Cryptic Gastropod Species. BIOLOGY 2023; 12:1521. [PMID: 38132347 PMCID: PMC10740740 DOI: 10.3390/biology12121521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 12/04/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023]
Abstract
Symbiotic microorganisms may provide their hosts with abilities critical to their occupation of microhabitats. Gut (intestinal) bacterial communities aid animals to digest substrates that are either innutritious or toxic, as well as support their development and physiology. The role of microbial communities associated with sibling species in the hosts' adaptation remains largely unexplored. In this study, we examined the composition and plasticity of the bacteriomes in two sibling intertidal gastropod species, Littorina fabalis and L. obtusata, which are sympatric but differ in microhabitats. We applied 16S rRNA gene metabarcoding and shotgun sequencing to describe associated microbial communities and their spatial and temporal variation. A significant drop in the intestinal bacteriome diversity was revealed during the cold season, which may reflect temperature-related metabolic shifts and changes in snail behavior. Importantly, there were significant interspecies differences in the gut bacteriome composition in summer but not in autumn. The genera Vibrio, Aliivibrio, Moritella and Planktotalea were found to be predominantly associated with L. fabalis, while Granulosicoccus, Octadecabacter, Colwellia, Pseudomonas, Pseudoalteromonas and Maribacter were found to be mostly associated with L. obtusata. Based on these preferential associations, we analyzed the metabolic pathways' enrichment. We hypothesized that the L. obtusata gut bacteriome contributes to decomposing algae and detoxifying polyphenols produced by fucoids. Thus, differences in the sets of associated bacteria may equip their closely phylogenetically related hosts with a unique ability to occupy specific micro-niches.
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Affiliation(s)
- Elizaveta Gafarova
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
| | - Dmitrii Kuracji
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
| | - Karina Sogomonyan
- Center for Bioinformatics and Algorithmic Biotechnology, St. Petersburg State University, 199034 St. Petersburg, Russia;
| | - Ivan Gorokhov
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
| | - Dmitrii Polev
- Department of Epidemiology, St. Petersburg Pasteur Institute, Mira Street 14, 197101 St. Petersburg, Russia;
| | - Ekaterina Zubova
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
| | - Elena Golikova
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
| | - Andrey Granovitch
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
| | - Arina Maltseva
- Department of Invertebrate Zoology, St. Petersburg State University, 199034 St. Petersburg, Russia; (D.K.); (E.Z.); (A.G.)
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7
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Vaughn SN, Atkinson CL, Johnson PD, Jackson CR. Characterizing the Gut Microbial Communities of Native and Invasive Freshwater Bivalves after Long-Term Sample Preservation. Microorganisms 2023; 11:2489. [PMID: 37894147 PMCID: PMC10609060 DOI: 10.3390/microorganisms11102489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/02/2023] [Accepted: 10/02/2023] [Indexed: 10/29/2023] Open
Abstract
Freshwater mussels are important indicators of the overall health of their environment but have suffered declines that have been attributed to factors such as habitat degradation, a loss of fish hosts, climate change, and excessive nutrient inputs. The loss of mussel biodiversity can negatively impact freshwater ecosystems such that understanding the mussel's gut microbiome has been identified as a priority topic for developing conservation strategies. In this study, we determine whether ethanol-stored specimens of freshwater mussels can yield representative information about their gut microbiomes such that changes in the microbiome through time could potentially be determined from museum mussel collections. A short-term preservation experiment using the invasive clam Corbicula fluminea was used to validate the use of ethanol as a method for storing the bivalve microbiome, and the gut microbiomes of nine native mussel species that had been preserved in ethanol for between 2 and 9 years were assessed. We show that ethanol preservation is a valid storage method for bivalve specimens in terms of maintaining an effective sequencing depth and the richness of their gut bacterial assemblages and provide further insight into the gut microbiomes of the invasive clam C. fluminea and nine species of native mussels. From this, we identify a "core" genus of bacteria (Romboutsia) that is potentially common to all freshwater bivalve species studied. These findings support the potential use of ethanol-preserved museum specimens to examine patterns in the gut microbiomes of freshwater mussels over long periods.
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Affiliation(s)
- Stephanie N. Vaughn
- Department of Biology, University of Mississippi, University, MS 38677, USA;
| | - Carla L. Atkinson
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487, USA;
| | - Paul D. Johnson
- Alabama Department of Conservation and Natural Resources, Alabama Aquatic Biodiversity Center, Marion, AL 36756, USA;
| | - Colin R. Jackson
- Department of Biology, University of Mississippi, University, MS 38677, USA;
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8
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Knowles S, Dennis M, McElwain A, Leis E, Richard J. Pathology and infectious agents of unionid mussels: A primer for pathologists in disease surveillance and investigation of mortality events. Vet Pathol 2023; 60:510-528. [PMID: 37226493 DOI: 10.1177/03009858231171666] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Freshwater mussels are one of the most imperiled groups of organisms in the world, and more than 30 species have gone extinct in the last century. While habitat alteration and destruction have contributed to the declines, the role of disease in mortality events is unclear. In an effort to involve veterinary pathologists in disease surveillance and the investigation of freshwater mussel mortality events, we provide information on the conservation status of unionids, sample collection and processing techniques, and unique and confounding anatomical and physiological differences. We review the published accounts of pathology and infectious agents described in freshwater mussels including neoplasms, viruses, bacteria, fungi, fungal-like agents, ciliated protists, Aspidogastrea, Digenea, Nematoda, Acari, Diptera, and Odonata. Of the identified infectious agents, a single viral disease, Hyriopsis cumingii plague disease, that occurs only in cultured mussels is known to cause high mortality. Parasites including ciliates, trematodes, nematodes, mites, and insects may decrease host fitness, but are not known to cause mortality. Many of the published reports identify infectious agents at the light or ultrastructural microscopy level with no lesion or molecular characterization. Although metagenomic analyses provide sequence information for infectious agents, studies often fail to link the agents to tissue changes at the light or ultrastructural level or confirm their role in disease. Pathologists can bridge this gap between identification of infectious agents and confirmation of disease, participate in disease surveillance to ensure successful propagation programs necessary to restore decimated populations, and investigate mussel mortality events to document pathology and identify causality.
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Affiliation(s)
| | | | | | - Eric Leis
- U.S. Fish and Wildlife Service, Onalaska, WI
| | - Jordan Richard
- U.S. Fish and Wildlife Service, Abingdon, VA
- University of Wisconsin-Madison, Madison, WI
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Ekakoro JE, Guptill LF, Hendrix GK, Dorsey L, Ruple A. Antimicrobial Susceptibility of Bacteria Isolated from Freshwater Mussels in the Wildcat Creek Watershed, Indiana, United States. Antibiotics (Basel) 2023; 12:antibiotics12040728. [PMID: 37107090 PMCID: PMC10135199 DOI: 10.3390/antibiotics12040728] [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: 02/23/2023] [Revised: 04/03/2023] [Accepted: 04/07/2023] [Indexed: 04/29/2023] Open
Abstract
Antimicrobial resistance (AMR) is a global health crisis that threatens the health of humans and animals. The spread of resistance among species may occur through our shared environment. Prevention of AMR requires integrated monitoring systems, and these systems must account for the presence of AMR in the environment in order to be effective. The purpose of this study was to establish and pilot a set of procedures for utilizing freshwater mussels as a means of surveillance for microbes with AMR in Indiana waterways. One hundred and eighty freshwater mussels were sampled from three sites along the Wildcat Creek watershed in north-central Indiana. Specimens were evaluated for the presence of ESKAPE pathogens (Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, Enterobacter species), Escherichia coli, Campylobacter, and Salmonella species, and the isolates were tested for antimicrobial resistance. A total of 24 bacterial isolates were obtained from tissue homogenates of freshwater mussels collected at a site directly downstream from Kokomo, Indiana. Of these, 17 were Enterobacter spp., five were Escherichia coli, one was Pseudomonas aeruginosa, and one was Klebsiella pneumoniae. All isolates were resistant to three or more antimicrobial drug classes. Further work is necessary to determine the source of the bacterial species found in the mussels.
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Affiliation(s)
- John E Ekakoro
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
| | - Lynn F Guptill
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907, USA
| | - G Kenitra Hendrix
- Department of Comparative Pathobiology/Indiana Animal Disease Diagnostic Laboratory, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907, USA
| | - Lauren Dorsey
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907, USA
| | - Audrey Ruple
- Department of Population Health Sciences, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
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Yang X, Zhu J, Hu C, Yang W, Zheng Z. Integration of Transcriptomics and Microbiomics Reveals the Responses of Bellamya aeruginosa to Toxic Cyanobacteria. Toxins (Basel) 2023; 15:toxins15020119. [PMID: 36828433 PMCID: PMC9958990 DOI: 10.3390/toxins15020119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 01/26/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
Frequent outbreaks of harmful cyanobacterial blooms and the cyanotoxins they produce not only seriously jeopardize the health of freshwater ecosystems but also directly affect the survival of aquatic organisms. In this study, the dynamic characteristics and response patterns of transcriptomes and gut microbiomes in gastropod Bellamya aeruginosa were investigated to explore the underlying response mechanisms to toxic cyanobacterial exposure. The results showed that toxic cyanobacteria exposure induced overall hepatopancreatic transcriptome changes. A total of 2128 differentially expressed genes were identified at different exposure stages, which were mainly related to antioxidation, immunity, and metabolism of energy substances. In the early phase (the first 7 days of exposure), the immune system may notably be the primary means of resistance to toxin stress, and it performs apoptosis to kill damaged cells. In the later phase (the last 7 days of exposure), oxidative stress and the degradation activities of exogenous substances play a dominant role, and nutrient substance metabolism provides energy to the body throughout the process. Microbiomic analysis showed that toxic cyanobacteria increased the diversity of gut microbiota, enhanced interactions between gut microbiota, and altered microbiota function. In addition, the changes in gut microbiota were correlated with the expression levels of antioxidant-, immune-, metabolic-related differentially expressed genes. These results provide a comprehensive understanding of gastropods and intestinal microbiota response to toxic cyanobacterial stress.
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11
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Aldridge DC, Ollard IS, Bespalaya YV, Bolotov IN, Douda K, Geist J, Haag WR, Klunzinger MW, Lopes‐Lima M, Mlambo MC, Riccardi N, Sousa R, Strayer DL, Torres SH, Vaughn CC, Zając T, Zieritz A. Freshwater mussel conservation: A global horizon scan of emerging threats and opportunities. GLOBAL CHANGE BIOLOGY 2023; 29:575-589. [PMID: 36444494 PMCID: PMC10100069 DOI: 10.1111/gcb.16510] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 09/27/2022] [Accepted: 10/15/2022] [Indexed: 06/16/2023]
Abstract
We identified 14 emerging and poorly understood threats and opportunities for addressing the global conservation of freshwater mussels over the next decade. A panel of 17 researchers and stakeholders from six continents submitted a total of 56 topics that were ranked and prioritized using a consensus-building Delphi technique. Our 14 priority topics fell into five broad themes (autecology, population dynamics, global stressors, global diversity, and ecosystem services) and included understanding diets throughout mussel life history; identifying the drivers of population declines; defining metrics for quantifying mussel health; assessing the role of predators, parasites, and disease; informed guidance on the risks and opportunities for captive breeding and translocations; the loss of mussel-fish co-evolutionary relationships; assessing the effects of increasing surface water changes; understanding the effects of sand and aggregate mining; understanding the effects of drug pollution and other emerging contaminants such as nanomaterials; appreciating the threats and opportunities arising from river restoration; conserving understudied hotspots by building local capacity through the principles of decolonization; identifying appropriate taxonomic units for conservation; improved quantification of the ecosystem services provided by mussels; and understanding how many mussels are enough to provide these services. Solutions for addressing the topics ranged from ecological studies to technological advances and socio-political engagement. Prioritization of our topics can help to drive a proactive approach to the conservation of this declining group which provides a multitude of important ecosystem services.
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Affiliation(s)
- David C. Aldridge
- Aquatic Ecology Group, Department of ZoologyUniversity of CambridgeCambridgeUK
| | - Isobel S. Ollard
- Aquatic Ecology Group, Department of ZoologyUniversity of CambridgeCambridgeUK
| | - Yulia V. Bespalaya
- N. Laverov Federal Center for Integrated Arctic Research of the Ural Branch of the Russian Academy of SciencesArkhangelskRussia
| | - Ivan N. Bolotov
- N. Laverov Federal Center for Integrated Arctic Research of the Ural Branch of the Russian Academy of SciencesArkhangelskRussia
- Northern Arctic Federal UniversityArkhangelskRussia
| | - Karel Douda
- Department of Zoology and FisheriesCzech University of Life Sciences PraguePragueCzech Republic
| | - Juergen Geist
- Aquatic Systems Biology UnitTechnical University of MunichFreisingGermany
| | - Wendell R. Haag
- Southern Research Station, Center for Bottomland Hardwoods ResearchU.S. Forest ServiceFrankfortKentuckyUSA
| | - Michael W. Klunzinger
- Australian Rivers InstituteGriffith UniversityNathanQueenslandAustralia
- Department of Aquatic ZoologyWestern Australian MuseumWelshpoolWestern AustralianAustralia
| | - Manuel Lopes‐Lima
- CIBIO/InBIO/BIOPOLIS—Research Center in Biodiversity and Genetic ResourcesUniversity of PortoVairãoPortugal
| | - Musa C. Mlambo
- Department of Freshwater InvertebratesAlbany MuseumMakhandaSouth Africa
- Department of Zoology and EntomologyRhodes UniversityMakhandaSouth Africa
| | | | - Ronaldo Sousa
- CBMA—Centre of Molecular and Environmental Biology, Department of BiologyUniversity of MinhoBragaPortugal
| | - David L. Strayer
- Cary Institute of Ecosystem StudiesMillbrookNew YorkUSA
- Graham Sustainability InstituteUniversity of MichiganAnn ArborMichiganUSA
| | - Santiago H. Torres
- Centro de Investigaciones y Transferencia Santa Cruz (CONICET, UNPA, UTN), Unidad Académica San JuliánUniversidad Nacional de la Patagonia AustralSanta CruzArgentina
| | - Caryn C. Vaughn
- Oklahoma Biological Survey and Department of BiologyUniversity of OklahomaNormanOklahomaUSA
| | - Tadeusz Zając
- Institute of Nature ConservationPolish Academy of SciencesKrakówPoland
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12
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Gill SP, Learman DR, Annis ML, Woolnough DA. Freshwater mussels and host fish gut microbe community composition shifts after agricultural contaminant exposure. J Appl Microbiol 2022; 133:3645-3658. [PMID: 36056619 PMCID: PMC9825887 DOI: 10.1111/jam.15801] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 08/23/2022] [Accepted: 08/29/2022] [Indexed: 01/11/2023]
Abstract
AIMS We examined the effects of a mixture of contaminants found in agricultural watersheds on the gut microbiota and physiology of both the freshwater mussel Lampsilis cardium, and L. cardium host fish Micropterus salmoides. METHODS AND RESULTS Lampsilis cardium and M. salmoides were exposed to three concentrations of agricultural contaminants for 60 days (observing behaviour daily) before being sampled for gut microbiota analyses. DNA was extracted from the gut samples, amplified via PCR, and sequenced using the Illumina Mi-Seq platform. Only L. cardium guts had differing microbiota across treatments, with an increase in potentially pathogenic Aeromonas. We also provide novel evidence of a core microbiota within L. cardium and M. salmoides. In terms of physiology, female L. cardium exhibited a decrease in movement and marsupial gill display in contaminant exposures. CONCLUSIONS Exposure to contaminants from agricultural watersheds may affect population recruitment within freshwater mussel communities over time. Specifically, increased pathogenic micro-organisms and altered behaviour can reduce the likelihood of glochidia dispersal. SIGNIFICANCE AND IMPACT OF THE STUDY This study supports emerging research that contaminants found in agricultural watersheds may be a factor in freshwater mussel population declines. It also provides novel evidence that unionids have a core gut microbiota.
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Affiliation(s)
- Stephanie P. Gill
- Biology Department and Institute for Great Lakes ResearchCentral Michigan UniversityMount PleasantMichiganUSA
| | - Deric R. Learman
- Biology Department and Institute for Great Lakes ResearchCentral Michigan UniversityMount PleasantMichiganUSA
| | - Mandy L. Annis
- US Fish & Wildlife Service, Michigan Ecological Services Field OfficeEast LansingMichiganUSA
| | - Daelyn A. Woolnough
- Biology Department and Institute for Great Lakes ResearchCentral Michigan UniversityMount PleasantMichiganUSA
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13
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Millar EN, Kidd KA, Surette MG, Bennett CJ, Salerno J, Gillis PL. Effects of municipal wastewater effluents on the digestive gland microbiome of wild freshwater mussels (Lasmigona costata). ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2022; 241:113774. [PMID: 35777341 DOI: 10.1016/j.ecoenv.2022.113774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 06/07/2022] [Accepted: 06/11/2022] [Indexed: 06/15/2023]
Abstract
Gut microbial communities are vital for maintaining host health, and are sensitive to diet, environment, and chemical exposures. Wastewater treatment plants (WWTPs) release effluents containing antimicrobials, pharmaceuticals, and other contaminants that may negatively affect the gut microbiome of downstream organisms. This study investigated changes in the diversity and composition of the digestive gland microbiome of flutedshell mussels (Lasmigona costata) from upstream and downstream of two large (service >100,000) WWTPs. Mussel digestive gland microbiome was analyzed following the extraction, PCR amplification, and sequencing of bacterial DNA using the V3-V4 hypervariable regions of the 16 S rRNA gene. Bacterial alpha diversity decreased at sites downstream of the second WWTP and these sites were dissimilar in beta diversity from sites upstream and downstream of the first upstream WWTP. The microbiomes of mussels collected downstream of the first WWTP had increased relative abundances of Actinobacteria, Bacteroidetes, and Firmicutes, with a decrease in Cyanobacteria, compared to upstream mussels. Meanwhile, those collected downstream of the second WWTP increased in Proteobacteria and decreased in Actinobacteria, Bacteroidetes, and Tenericutes. Increased Proteobacteria has been linked to adverse effects in mammals, but their functions in mussels is currently unknown. Finally, effluent-derived bacteria were found in the microbiome of mussels downstream of both WWTPs but not in those from upstream. Overall, results show that the digestive gland microbiome of mussels collected upstream and downstream of WWTPs differed, which has implications for altered host health and the transport of WWTP-derived bacteria through aquatic ecosystems.
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Affiliation(s)
- Elise N Millar
- Department of Biology, McMaster University, Hamilton, Ontario, Canada
| | - Karen A Kidd
- Department of Biology, McMaster University, Hamilton, Ontario, Canada; School of Earth, Environment and Society, McMaster University, Hamilton, Ontario, Canada.
| | - Michael G Surette
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada; Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - C James Bennett
- Aquatic Contaminants Research Division, Water Science and Technology Directorate, Environment and Climate Change Canada, Burlington, Ontario, Canada
| | - Joseph Salerno
- Aquatic Contaminants Research Division, Water Science and Technology Directorate, Environment and Climate Change Canada, Burlington, Ontario, Canada
| | - Patricia L Gillis
- Aquatic Contaminants Research Division, Water Science and Technology Directorate, Environment and Climate Change Canada, Burlington, Ontario, Canada
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14
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Ferchiou S, Caza F, Villemur R, Betoulle S, St-Pierre Y. Species- and site-specific circulating bacterial DNA in Subantarctic sentinel mussels Aulacomya atra and Mytilus platensis. Sci Rep 2022; 12:9547. [PMID: 35681072 PMCID: PMC9184546 DOI: 10.1038/s41598-022-13774-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 04/29/2022] [Indexed: 11/27/2022] Open
Abstract
Impacts of climate changes are particularly severe in polar regions where warmer temperatures and reductions in sea-ice covers threaten the ecological integrity of marine coastal ecosystems. Because of their wide distribution and their ecological importance, mussels are currently used as sentinel organisms in monitoring programs of coastal ecosystems around the world. In the present study, we exploited the concept of liquid biopsy combined to a logistically friendly sampling method to study the hemolymphatic bacterial microbiome in two mussel species (Aulacomya atra and Mytilus platensis) in Kerguelen Islands, a remote Subantarctic volcanic archipelago. We found that the circulating microbiome signatures of both species differ significantly even though their share the same mussel beds. We also found that the microbiome differs significantly between sampling sites, often correlating with the particularity of the ecosystem. Predictive models also revealed that both species have distinct functional microbiota, and that the circulating microbiome of Aulacomya atra was more sensitive to changes induced by acute thermal stress when compared to Mytilus platensis. Taken together, our study suggests that defining circulating microbiome is a useful tool to assess the health status of marine ecosystems and to better understand the interactions between the sentinel species and their habitat.
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Affiliation(s)
- Sophia Ferchiou
- INRS-Centre Armand-Frappier Santé Technologie, 531 Boul. des Prairies, Laval, QC, H7V 1B7, Canada
| | - France Caza
- INRS-Centre Armand-Frappier Santé Technologie, 531 Boul. des Prairies, Laval, QC, H7V 1B7, Canada
| | - Richard Villemur
- INRS-Centre Armand-Frappier Santé Technologie, 531 Boul. des Prairies, Laval, QC, H7V 1B7, Canada
| | - Stéphane Betoulle
- UMR-I 02 SEBIO Stress environnementaux et Biosurveillance des milieux aquatiques, Université Reims Champagne-Ardenne, Campus Moulin de la Housse, 51687, Reims, France
| | - Yves St-Pierre
- INRS-Centre Armand-Frappier Santé Technologie, 531 Boul. des Prairies, Laval, QC, H7V 1B7, Canada.
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15
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Chiarello M, Bucholz JR, McCauley M, Vaughn SN, Hopper GW, Sánchez González I, Atkinson CL, Lozier JD, Jackson CR. Environment and Co-occurring Native Mussel Species, but Not Host Genetics, Impact the Microbiome of a Freshwater Invasive Species ( Corbicula fluminea). Front Microbiol 2022; 13:800061. [PMID: 35444631 PMCID: PMC9014210 DOI: 10.3389/fmicb.2022.800061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 02/21/2022] [Indexed: 11/18/2022] Open
Abstract
The Asian clam Corbicula fluminea (Family: Cyneridae) has aggressively invaded freshwater habitats worldwide, resulting in dramatic ecological changes and declines of native bivalves such as freshwater mussels (Family: Unionidae), one of the most imperiled faunal groups. Despite increases in our knowledge of invasive C. fluminea biology, little is known of how intrinsic and extrinsic factors, including co-occurring native species, influence its microbiome. We investigated the gut bacterial microbiome across genetically differentiated populations of C. fluminea in the Tennessee and Mobile River Basins in the Southeastern United States and compared them to those of six co-occurring species of native freshwater mussels. The gut microbiome of C. fluminea was diverse, differed with environmental conditions and varied spatially among rivers, but was unrelated to host genetic variation. Microbial source tracking suggested that the gut microbiome of C. fluminea may be influenced by the presence of co-occurring native mussels. Inferred functions from 16S rRNA gene data using PICRUST2 predicted a high prevalence and diversity of degradation functions in the C. fluminea microbiome, especially the degradation of carbohydrates and aromatic compounds. Such modularity and functional diversity of the microbiome of C. fluminea may be an asset, allowing to acclimate to an extensive range of nutritional sources in invaded habitats, which could play a vital role in its invasive success.
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Affiliation(s)
- Marlène Chiarello
- Department of Biology, University of Mississippi, Oxford, MS, United States
| | - Jamie R Bucholz
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
| | - Mark McCauley
- Department of Biology, University of Mississippi, Oxford, MS, United States
| | - Stephanie N Vaughn
- Department of Biology, University of Mississippi, Oxford, MS, United States
| | - Garrett W Hopper
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
| | | | - Carla L Atkinson
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
| | - Jeffrey D Lozier
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
| | - Colin R Jackson
- Department of Biology, University of Mississippi, Oxford, MS, United States
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16
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Evaluating Methods of Preserving Aquatic Invertebrates for Microbiome Analysis. Microorganisms 2022; 10:microorganisms10040811. [PMID: 35456860 PMCID: PMC9032454 DOI: 10.3390/microorganisms10040811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 04/08/2022] [Accepted: 04/12/2022] [Indexed: 02/01/2023] Open
Abstract
Research on the microbiomes of animals has increased substantially within the past decades. More recently, microbial analyses of aquatic invertebrates have become of increased interest. The storage method used while collecting aquatic invertebrates has not been standardized throughout the scientific community, and the effects of common storage methods on the microbial composition of the organism is unknown. Using crayfish and dragonfly nymphs collected from a natural pond and crayfish maintained in an aquarium, the effects of two common storage methods, preserving in 95% ethanol and freezing at −20 °C, on the invertebrate bacterial microbiome was evaluated. We found that the bacterial community was conserved for two sample types (gut and exoskeleton) of field-collected crayfish stored either in ethanol or frozen, as was the gut microbiome of aquarium crayfish. However, there were significant differences between the bacterial communities found on the exoskeleton of aquarium crayfish stored in ethanol compared to those that were frozen. Dragonfly nymphs showed significant differences in gut microbial composition between species, but the microbiome was conserved between storage methods. These results demonstrate that preserving field-collected specimens of aquatic invertebrates in 95% ethanol is likely to be a simple and effective sample preservation method for subsequent gut microbiome analysis but is less reliable for the external microbiome.
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17
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Chiarello M, McCauley M, Villéger S, Jackson CR. Ranking the biases: The choice of OTUs vs. ASVs in 16S rRNA amplicon data analysis has stronger effects on diversity measures than rarefaction and OTU identity threshold. PLoS One 2022; 17:e0264443. [PMID: 35202411 PMCID: PMC8870492 DOI: 10.1371/journal.pone.0264443] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 02/10/2022] [Indexed: 02/07/2023] Open
Abstract
Advances in the analysis of amplicon sequence datasets have introduced a methodological shift in how research teams investigate microbial biodiversity, away from sequence identity-based clustering (producing Operational Taxonomic Units, OTUs) to denoising methods (producing amplicon sequence variants, ASVs). While denoising methods have several inherent properties that make them desirable compared to clustering-based methods, questions remain as to the influence that these pipelines have on the ecological patterns being assessed, especially when compared to other methodological choices made when processing data (e.g. rarefaction) and computing diversity indices. We compared the respective influences of two widely used methods, namely DADA2 (a denoising method) vs. Mothur (a clustering method) on 16S rRNA gene amplicon datasets (hypervariable region v4), and compared such effects to the rarefaction of the community table and OTU identity threshold (97% vs. 99%) on the ecological signals detected. We used a dataset comprising freshwater invertebrate (three Unionidae species) gut and environmental (sediment, seston) communities sampled in six rivers in the southeastern USA. We ranked the respective effects of each methodological choice on alpha and beta diversity, and taxonomic composition. The choice of the pipeline significantly influenced alpha and beta diversities and changed the ecological signal detected, especially on presence/absence indices such as the richness index and unweighted Unifrac. Interestingly, the discrepancy between OTU and ASV-based diversity metrics could be attenuated by the use of rarefaction. The identification of major classes and genera also revealed significant discrepancies across pipelines. Compared to the pipeline's effect, OTU threshold and rarefaction had a minimal impact on all measurements.
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Affiliation(s)
- Marlène Chiarello
- Department of Biology, University of Mississippi, University, MS, United States of America
| | - Mark McCauley
- Department of Biology, University of Mississippi, University, MS, United States of America
| | - Sébastien Villéger
- MARBEC, University of Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Colin R. Jackson
- Department of Biology, University of Mississippi, University, MS, United States of America
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18
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DNA Enrichment Methods for Microbial Symbionts in Marine Bivalves. Microorganisms 2022; 10:microorganisms10020393. [PMID: 35208848 PMCID: PMC8878965 DOI: 10.3390/microorganisms10020393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 01/31/2022] [Accepted: 02/04/2022] [Indexed: 11/17/2022] Open
Abstract
High-throughput sequencing is a powerful tool used for bivalve symbiosis research, but the largest barrier is the contamination of host DNA. In this work, we assessed the host DNA reduction efficiency, microbial community structure, and microbial diversity of four different sample pre-treatment and DNA extraction methods employed in bivalve gill tissue samples. Metagenomic sequencing showed the average proportions of reads belonging to microorganisms retrieved using PowerSoil DNA extraction kit, pre-treatment with differential centrifugation, pre-treatment with filtration, and HostZERO Microbial DNA kit samples were 2.3 ± 0.6%, 2.5 ± 0.2%, 4.7 ± 1.6%, and 42.6 ± 6.8%, respectively. The microbial DNA was effectively enriched with HostZERO Microbial DNA kit. The microbial communities revealed by amplicon sequencing of the 16S rRNA gene showed the taxonomic biases by using four different pre-treatment and DNA extraction methods. The species diversities of DNA samples extracted with the PowerSoil DNA extraction kit were similar, while lower than DNA samples extracted with HostZERO Microbial DNA kit. The results of this study emphasized the bias of these common methods in bivalve symbionts research and will be helpful to choose a fit-for-purpose microbial enrichment strategy in future research on bivalves or other microbe–invertebrate symbioses.
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19
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Higgins E, Parr TB, Vaughn CC. Mussels and Local Conditions Interact to Influence Microbial Communities in Mussel Beds. Front Microbiol 2022; 12:790554. [PMID: 35095802 PMCID: PMC8793333 DOI: 10.3389/fmicb.2021.790554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 11/24/2021] [Indexed: 11/13/2022] Open
Abstract
Microbiomes are increasingly recognized as widespread regulators of function from individual organism to ecosystem scales. However, the manner in which animals influence the structure and function of environmental microbiomes has received considerably less attention. Using a comparative field study, we investigated the relationship between freshwater mussel microbiomes and environmental microbiomes. We used two focal species of unionid mussels, Amblema plicata and Actinonaias ligamentina, with distinct behavioral and physiological characteristics. Mussel microbiomes, those of the shell and biodeposits, were less diverse than both surface and subsurface sediment microbiomes. Mussel abundance was a significant predictor of sediment microbial community composition, but mussel species richness was not. Our data suggest that local habitat conditions which change dynamically along streams, such as discharge, water turnover, and canopy cover, work in tandem to influence environmental microbial community assemblages at discreet rather than landscape scales. Further, mussel burrowing activity and mussel shells may provide habitat for microbial communities critical to nutrient cycling in these systems.
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Affiliation(s)
- Edward Higgins
- Oklahoma Biological Survey and Department of Biology, University of Oklahoma, Norman, OK, United States
- *Correspondence: Edward Higgins,
| | - Thomas B. Parr
- Oklahoma Biological Survey and Department of Biology, University of Oklahoma, Norman, OK, United States
- National Park Service, Great Lakes Inventory and Monitoring Network, Ashland, WI, United States
| | - Caryn C. Vaughn
- Oklahoma Biological Survey and Department of Biology, University of Oklahoma, Norman, OK, United States
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20
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Atkinson CL, Forshay KJ. Community patch dynamics governs direct and indirect nutrient recycling by aggregated animals across spatial scales. Funct Ecol 2022. [DOI: 10.1111/1365-2435.13982] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Carla L. Atkinson
- Department of Biological Sciences University of Alabama Tuscaloosa AL USA
| | - Kenneth J. Forshay
- Robert S. Kerr Environmental Research Center Office of Research and Development United States Environmental Protection Agency Ada OK USA
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21
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Mussel Mass Mortality and the Microbiome: Evidence for Shifts in the Bacterial Microbiome of a Declining Freshwater Bivalve. Microorganisms 2021; 9:microorganisms9091976. [PMID: 34576872 PMCID: PMC8471132 DOI: 10.3390/microorganisms9091976] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/09/2021] [Accepted: 09/14/2021] [Indexed: 01/04/2023] Open
Abstract
Freshwater mussels (Unionida) are suffering mass mortality events worldwide, but the causes remain enigmatic. Here, we describe an analysis of bacterial loads, community structure, and inferred metabolic pathways in the hemolymph of pheasantshells (Actinonaias pectorosa) from the Clinch River, USA, during a multi-year mass mortality event. Bacterial loads were approximately 2 logs higher in moribund mussels (cases) than in apparently healthy mussels (controls). Bacterial communities also differed between cases and controls, with fewer sequence variants (SVs) and higher relative abundances of the proteobacteria Yokenella regensburgei and Aeromonas salmonicida in cases than in controls. Inferred bacterial metabolic pathways demonstrated a predominance of degradation, utilization, and assimilation pathways in cases and a predominance of biosynthesis pathways in controls. Only two SVs correlated with Clinch densovirus 1, a virus previously shown to be strongly associated with mortality in this system: Deinococcota and Actinobacteriota, which were associated with densovirus-positive and densovirus-negative mussels, respectively. Overall, our results suggest that bacterial invasion and shifts in the bacterial microbiome during unionid mass mortality events may result from primary insults such as viral infection or environmental stressors. If so, bacterial communities in mussel hemolymph may be sensitive, if generalized, indicators of declining mussel health.
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22
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Choi JW, Lee JY, Hyun DW, Lee JY, Kim PS, Han JE, Jeong YS, Lee SY, Sung H, Tak EJ, Kim HS, Bae JW. Chitinibacter bivalviorum sp. nov., isolated from the gut of the freshwater mussel Anodonta arcaeformis. Int J Syst Evol Microbiol 2021; 71. [PMID: 34296988 DOI: 10.1099/ijsem.0.004909] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A novel Gram-stain-negative, aerobic, rod-shaped bacterium with a single polar flagellum, designated strain 2T18T, was isolated from the gut of the freshwater mussel Anodonta arcaeformis collected in the Republic of Korea. Phylogenetic analyses based on 16S rRNA gene sequences showed that the strain belonged to the genus Chitinibacter. Strain 2T18T formed a monophyletic clade with Chitinibacter fontanus KCTC 42982T, C. tainanensis KACC 11706T and C. alvei KCTC 23839T, with sequence similarities of 98.5, 98.4 and 95.9 %, respectively. Strain 2T18T exhibited optimal growth at 30 °C, at pH 8 and with 0.5 % (w/v) NaCl. The major isoprenoid quinone was ubiquinone-8 (Q-8). The predominant fatty acids were summed feature 3 (C16 : 1 ω6c and/or C16 : 1 ω7c) and C16 : 0. The polar lipids comprised phosphatidylethanolamine, phosphatidylglycerol, diphosphatidylglycerol, one unidentified lipid, three unidentified phospholipids and two unidentified aminophospholipids. The G+C content of the genomic DNA was 50.6 mol%. The average nucleotide identity and digital DNA-DNA hybridization values between strains 2T18T and C. fontanus KCTC 42982T were below the thresholds used for the delineation of a novel species. Based on the phylogenetic, phenotypic, chemotaxonomic and genotypic characteristics, strain 2T18T represents a novel species of the genus Chitinibacter, for which the name Chitinibacter bivalviorum sp. nov. is proposed. The type strain is 2T18T (=KCTC 72821T=CCUG 74764T).
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Affiliation(s)
- Jee-Won Choi
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Jae-Yun Lee
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Dong-Wook Hyun
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - June-Young Lee
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Pil Soo Kim
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Jeong Eun Han
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Yun-Seok Jeong
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - So-Yeon Lee
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Hojun Sung
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Euon Jung Tak
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Hyun Sik Kim
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Jin-Woo Bae
- Department of Biology and Department of Biomedical and Pharmaceutical Sciences and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
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23
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McCauley M, Chiarello M, Atkinson CL, Jackson CR. Gut Microbiomes of Freshwater Mussels (Unionidae) Are Taxonomically and Phylogenetically Variable across Years but Remain Functionally Stable. Microorganisms 2021; 9:411. [PMID: 33669471 PMCID: PMC7920476 DOI: 10.3390/microorganisms9020411] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 02/10/2021] [Accepted: 02/12/2021] [Indexed: 02/01/2023] Open
Abstract
Freshwater mussels perform essential ecosystem functions, yet we have no information on how their microbiomes fluctuate over time. In this study, we examined temporal variation in the microbiome of six mussel species (Lampsilis ornata, Obovaria unicolor, Elliptio arca, Fusconaia cerina, Cyclonaias asperata, and Tritogonia verrucosa) sampled from the same river in 2016 and 2019. We examined the taxonomic, phylogenetic, and inferred functional (from 16S rRNA sequences) facets of their microbiome diversity. Significant differences between the two years were identified in five of the six species sampled. However, not all species that exhibited a temporally variable microbiome were functionally distinct across years, indicating functional redundancy within the mussel gut microbiome. Inferred biosynthesis pathways showed temporal variation in pathways involved in degradation, while pathways involved in cellular metabolism were stable. There was no evidence for phylosymbiosis across any facet of microbiome biodiversity. These results indicate that temporal variation is an important factor in the assembly of the gut microbiomes of freshwater mussels and provides further support that the mussel gut microbiome is involved in host development and activity.
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Affiliation(s)
- Mark McCauley
- Department of Biology, University of Mississippi, University, MS 38677, USA; (M.C.); (C.R.J.)
| | - Marlène Chiarello
- Department of Biology, University of Mississippi, University, MS 38677, USA; (M.C.); (C.R.J.)
| | - Carla L. Atkinson
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35401, USA;
| | - Colin R. Jackson
- Department of Biology, University of Mississippi, University, MS 38677, USA; (M.C.); (C.R.J.)
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24
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Marzocchi U, Bonaglia S, Zaiko A, Quero GM, Vybernaite-Lubiene I, Politi T, Samuiloviene A, Zilius M, Bartoli M, Cardini U. Zebra Mussel Holobionts Fix and Recycle Nitrogen in Lagoon Sediments. Front Microbiol 2021; 11:610269. [PMID: 33542710 PMCID: PMC7851879 DOI: 10.3389/fmicb.2020.610269] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 12/29/2020] [Indexed: 01/04/2023] Open
Abstract
Bivalves are ubiquitous filter-feeders able to alter ecosystems functions. Their impact on nitrogen (N) cycling is commonly related to their filter-feeding activity, biodeposition, and excretion. A so far understudied impact is linked to the metabolism of the associated microbiome that together with the host constitute the mussel's holobiont. Here we investigated how colonies of the invasive zebra mussel (Dreissena polymorpha) alter benthic N cycling in the shallow water sediment of the largest European lagoon (the Curonian Lagoon). A set of incubations was conducted to quantify the holobiont's impact and to quantitatively compare it with the indirect influence of the mussel on sedimentary N transformations. Zebra mussels primarily enhanced the recycling of N to the water column by releasing mineralized algal biomass in the form of ammonium and by stimulating dissimilatory nitrate reduction to ammonium (DNRA). Notably, however, not only denitrification and DNRA, but also dinitrogen (N2) fixation was measured in association with the holobiont. The diazotrophic community of the holobiont diverged substantially from that of the water column, suggesting a unique niche for N2 fixation associated with the mussels. At the densities reported in the lagoon, mussel-associated N2 fixation may account for a substantial (and so far, overlooked) source of bioavailable N. Our findings contribute to improve our understanding on the ecosystem-level impact of zebra mussel, and potentially, of its ability to adapt to and colonize oligotrophic environments.
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Affiliation(s)
- Ugo Marzocchi
- Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, National Institute of Marine Biology, Ecology and Biotechnology, Naples, Italy
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
- Center for Water Technology (WATEC), Department of Biology, Aarhus University, Aarhus, Denmark
| | - Stefano Bonaglia
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
- Nordcee, Department of Biology, University of Southern Denmark, Odense, Denmark
- Department of Marine Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Anastasija Zaiko
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
- Coastal and Freshwater Group, Cawthron Institute, Nelson, New Zealand
- Institute of Marine Science, University of Auckland, Auckland, New Zealand
| | - Grazia M. Quero
- Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, National Institute of Marine Biology, Ecology and Biotechnology, Naples, Italy
- Institute for Biological Resources and Marine Biotechnologies, National Research Council of Italy, Ancona, Italy
| | | | - Tobia Politi
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
| | | | - Mindaugas Zilius
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Marco Bartoli
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
- Department of Chemistry, Life science and Environmental Sustainability, Parma University, Parma, Italy
| | - Ulisse Cardini
- Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, National Institute of Marine Biology, Ecology and Biotechnology, Naples, Italy
- Marine Research Institute, Klaipėda University, Klaipėda, Lithuania
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25
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Bonacolta AM, Connelly MT, M Rosales S, Del Campo J, Traylor-Knowles N. The starlet sea anemone, Nematostella vectensis, possesses body region-specific bacterial associations with spirochetes dominating the capitulum. FEMS Microbiol Lett 2021; 368:6070651. [PMID: 33417693 DOI: 10.1093/femsle/fnab002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 01/06/2021] [Indexed: 12/17/2022] Open
Abstract
Sampling of different body regions can reveal highly specialized bacterial associations within the holobiont and facilitate identification of core microbial symbionts that would otherwise be overlooked by bulk sampling methods. Here, we characterized compartment-specific associations present within the model cnidarian Nematostella vectensis by dividing its morphology into three distinct microhabitats. This sampling design allowed us to uncover a capitulum-specific dominance of spirochetes within N. vectensis. Bacteria from the family Spirochaetaceae made up 66% of the community in the capitulum, while only representing 1.2% and 0.1% of the communities in the mesenteries and physa, respectively. A phylogenetic analysis of the predominant spirochete sequence recovered from N. vectensis showed a close relation to spirochetes previously recovered from wild N. vectensis. These sequences clustered closer to the recently described genus Oceanispirochaeta, rather than Spirochaeta perfilievii, supporting them as members of this clade. This suggests a prevalent and yet uncharacterized association between N. vectensis and spirochetes from the order Spirochaetales.
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Affiliation(s)
- Anthony M Bonacolta
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
| | - Michael T Connelly
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
| | - Stephanie M Rosales
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, FL 33149, USA.,Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, FL 33149, USA
| | - Javier Del Campo
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
| | - Nikki Traylor-Knowles
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
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26
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Brown BRP, Nunez JCB, Rand DM. Characterizing the cirri and gut microbiomes of the intertidal barnacle Semibalanus balanoides. Anim Microbiome 2020; 2:41. [PMID: 33499976 PMCID: PMC7807441 DOI: 10.1186/s42523-020-00058-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 10/16/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Natural populations inhabiting the rocky intertidal experience multiple ecological stressors and provide an opportunity to investigate how environmental differences influence microbiomes over small geographical scales. However, very few microbiome studies focus on animals that inhabit the intertidal. In this study, we investigate the microbiome of the intertidal barnacle Semibalanus balanoides. We first describe the microbiome of two body tissues: the feeding appendages, or cirri, and the gut. Next, we examine whether there are differences between the microbiome of each body tissue of barnacles collected from the thermally extreme microhabitats of the rocky shores' upper and lower tidal zones. RESULTS Overall, the microbiome of S. balanoides consisted of 18 phyla from 408 genera. Our results showed that although cirri and gut microbiomes shared a portion of their amplicon sequence variants (ASVs), the microbiome of each body tissue was distinct. Over 80% of the ASVs found in the cirri were also found in the gut, and 44% of the ASVs found in the gut were also found in the cirri. Notably, the gut microbiome was not a subset of the cirri microbiome. Additionally, we identified that the cirri microbiome was responsive to microhabitat differences. CONCLUSION Results from this study indicate that S. balanoides maintains distinct microbiomes in its cirri and gut tissues, and that the gut microbiome is more stable than the cirri microbiome between the extremes of the intertidal.
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Affiliation(s)
- Bianca R P Brown
- Department of Ecology and Evolutionary Biology, Brown University, 80 Waterman St., Providence, RI, 02912, USA.
- Institute at Brown for Environment and Society, Brown University, 85 Waterman St., Providence, RI, 02912, USA.
| | - Joaquin C B Nunez
- Department of Ecology and Evolutionary Biology, Brown University, 80 Waterman St., Providence, RI, 02912, USA
- Department of Biology, University of Virginia, 485 McCormick Road, Charlottesville, VA, 22904, USA
| | - David M Rand
- Department of Ecology and Evolutionary Biology, Brown University, 80 Waterman St., Providence, RI, 02912, USA.
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27
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Liu X, Cao Y, Ouyang S, Wu X. Comparative analysis of gut microbiota diversity in endangered, economical, and common freshwater mussels using 16S rRNA gene sequencing. Ecol Evol 2020; 10:12015-12023. [PMID: 33209266 PMCID: PMC7663966 DOI: 10.1002/ece3.6796] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 08/06/2020] [Accepted: 08/20/2020] [Indexed: 11/11/2022] Open
Abstract
Freshwater mussels are both among the most diverse and endangered faunas worldwide. The gut microbiota of species plays a key role in nutrition and immunity, such as preventing it from pathogen invasion, synthesizing beneficial secondary metabolites, and contributing to the digestion of complex nutrients. Information on the gut microbiota could have significant implications for conservation biology, especially for threatened or endangered species. However, there is relatively little study into the gut microbiota of freshwater mussels. Here, the gut microbiota diversity was analyzed in endangered (Solenaia carinata), economical (Sinohyriopsis cumingii), and common (Sinanodonta woodiana) freshwater mussels using 16S rRNA gene sequencing. This study represents the first to compare the gut microbiota diversity of endangered, economical, and common Chinese freshwater mussels. The results showed that 13,535 OTUs were found in S. carinata, 12,985 OTUs in S. cumingii, and 9,365 OTUs in S. woodiana. The dominant phylum in S. carinata and S. cumingii was Fusobacteria, and was Firmicutes in S. woodiana. Alpha diversity indices indicated that S. carinata and S. cumingii had a higher abundance and diversity of gut microbiota than S. woodiana. The composition of gut microbiota was different among three freshwater mussels, but their composition variation was not significant. This study provides insight for the conservation of freshwater mussel biodiversity, which will not only help conserve these vulnerable groups but also, will offer wider benefits to freshwater ecosystems.
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Affiliation(s)
- Xiongjun Liu
- School of Life SciencesNanchang UniversityNanchangChina
- School of Life SciencesJiaying UniversityMeizhouChina
| | - Yanling Cao
- School of Life SciencesNanchang UniversityNanchangChina
| | - Shan Ouyang
- School of Life SciencesNanchang UniversityNanchangChina
| | - Xiaoping Wu
- School of Life SciencesNanchang UniversityNanchangChina
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28
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Association of microbiota in the stomach of Sinanodonta woodiana and its cultured soil. 3 Biotech 2020; 10:319. [PMID: 32626639 DOI: 10.1007/s13205-020-02313-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 06/19/2020] [Indexed: 02/01/2023] Open
Abstract
The current study aimed to investigate the association of microbial characteristics in the stomach of Sinanodonta woodiana (S. woodiana) and its cultured soil. S. woodiana stomach and its cultured soil were collected in winter 2019. The V3 + V4 regions of the 16S rRNA gene were sequenced to detect microbial diversity. The differences in the dominant species between S. woodiana and soil were also discussed. The results showed that the diversity and richness indices in S. woodiana were significantly higher than those in cultured soil (P < 0.01). At the phylum level, the dominant bacterial community compositions in the two groups were similar and included Proteobacteria, Firmicutes, Bacteroidetes, Cyanobacteria, Fusobacteria, and Acidobacteria. However, the abundance of these phyla was significantly different between the two groups (P < 0.05 or P < 0.01), and Proteobacteria was the most abundant phylum. At the genus level, a total of 1001 genera were identified in the two groups, of which 890 genera were detected in the cultured soil and 549 were detected in the S. woodiana stomach; 452 were unique to the cultured soil, and 111 were unique to the S. woodiana stomach. This result indicated great differences in the bacterial genera between the two groups. Moreover, 17 out of the 20 dominant bacterial genera exhibited statistically significant differences between the two groups (P < 0.05 or P < 0.01). Cupriavidus was the absolute dominant genus in the stomach of S. woodiana, followed by Sphingomonas and Burkholderia. The microorganisms in the stomach of S. woodiana formed a certain inherent bacterial system and were affected by the environment, which is beneficial to nutrition and health. In conclusion, the bacterial compositions were mostly the same between the stomach of S. woodiana and cultured soil, but the relative abundances of the bacterial communities were different. This study will greatly enhance the understanding of the microbial characteristics between the stomach of S. woodiana and the cultured environment, and provide guidance for healthy aquaculture in freshwater.
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29
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Payne JT, Jackson CR, Millar JJ, Ochs CA. Timescales of variation in diversity and production of bacterioplankton assemblages in the Lower Mississippi River. PLoS One 2020; 15:e0230945. [PMID: 32255790 PMCID: PMC7138331 DOI: 10.1371/journal.pone.0230945] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 03/12/2020] [Indexed: 12/01/2022] Open
Abstract
Rivers are characterized by rapid and continuous one-way directional fluxes of flowing, aqueous habitat, chemicals, suspended particles, and resident plankton. Therefore, at any particular location in such systems there is the potential for continuous, and possibly abrupt, changes in diversity and metabolic activities of suspended biota. As microorganisms are the principal catalysts of organic matter degradation and nutrient cycling in rivers, examination of their assemblage dynamics is fundamental to understanding system-level biogeochemical patterns and processes. However, there is little known of the dynamics of microbial assemblage composition or production of large rivers along a time interval gradient. We quantified variation in alpha and beta diversity and production of particle-associated and free-living bacterioplankton assemblages collected at a single site on the Lower Mississippi River (LMR), the final segment of the largest river system in North America. Samples were collected at timescales ranging from days to weeks to months up to a year. For both alpha and beta diversity, there were similar patterns of temporal variation in particle-associated and free-living assemblages. Alpha diversity, while always higher on particles, varied as much at a daily as at a monthly timescale. Beta diversity, in contrast, gradually increased with time interval of sampling, peaking between samples collected 180 days apart, before gradually declining between samples collected up to one year apart. The primary environmental driver of the temporal pattern in beta diversity was temperature, followed by dissolved nitrogen and chlorophyll a concentrations. Particle-associated bacterial production corresponded strongly to temperature, while free-living production was much lower and constant over time. We conclude that particle-associated and free-living bacterioplankton assemblages of the LMR vary in richness, composition, and production at distinct timescales in response to differing sets of environmental factors. This is the first temporal longitudinal study of microbial assemblage structure and dynamics in the LMR.
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Affiliation(s)
- Jason T. Payne
- Department of Biology, University of Mississippi, University, Mississippi, United States of America
| | - Colin R. Jackson
- Department of Biology, University of Mississippi, University, Mississippi, United States of America
| | - Justin J. Millar
- Department of Biology, University of Mississippi, University, Mississippi, United States of America
| | - Clifford A. Ochs
- Department of Biology, University of Mississippi, University, Mississippi, United States of America
- * E-mail:
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