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Tian J, Wang H, Huan P, Yue X, Liu B. Comprehensive Multi-omics Approaches Provide Insights to Summer Mortality in the Clam Meretrix petechialis. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2024; 26:389-403. [PMID: 38483672 DOI: 10.1007/s10126-024-10304-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/06/2024] [Indexed: 04/25/2024]
Abstract
Bivalve mass mortalities have been reported worldwide, which not only can be explained as a result of pathogen infection, but may reflect changes in environments. Although these episodes were often reported, there was limited information concerning the molecular responses to various stressors leading to summer mortality. In the present work, RNA sequencing (RNA-seq), tandem mass tagging (TMT)-based quantitative proteomics, and 16S rRNA sequencing were used to explore the natural outbreak of summer mortality in the clam Meretrix petechialis. We identified a total of 172 differentially expressed genes (DEGs) and 222 differentially expressed proteins (DEPs) in the diseased group compared to the normal group. The inconsistent expression profiles of immune DEGs/DEPs may be due to the immune dysregulation of the diseased clams. Notably, 11 solute carrier family genes were found among the top 20 down-regulated genes in the diseased group, indicating that weakened transmembrane transport ability might occur in the diseased clams. Integration analysis of transcriptomic and proteomic results showed that many metabolic processes such as "arginine and proline metabolism" and "tyrosine metabolism" were inhibited in the diseased group, suggesting metabolic inhibition. Moreover, 16S rRNA sequencing revealed that the microbial composition of clam hepatopancreas was disordered in the diseased group. The comparison of DEGs expression between the natural summer mortality event and an artificial challenge experiment involving both Vibrio infection and heat stress revealed 9/15 genes showing similar expression trends between the two conditions, suggesting that the summer mortality might be caused by a combination of high temperature and Vibrio infection. These results would deepen our understanding of summer mortality and provide candidate resistance markers for clam resistance breeding.
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Affiliation(s)
- Jing Tian
- CAS and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Hongxia Wang
- CAS and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China
- Laboratory for Marine Biology and Biotechnology, Qingdao Marine Science and Technology Center, Qingdao, 266000, China
| | - Pin Huan
- CAS and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China
- Laboratory for Marine Biology and Biotechnology, Qingdao Marine Science and Technology Center, Qingdao, 266000, China
- Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Qingdao, 266071, China
| | - Xin Yue
- CAS and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China
- Laboratory for Marine Biology and Biotechnology, Qingdao Marine Science and Technology Center, Qingdao, 266000, China
| | - Baozhong Liu
- CAS and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China.
- Laboratory for Marine Biology and Biotechnology, Qingdao Marine Science and Technology Center, Qingdao, 266000, China.
- Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Qingdao, 266071, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
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Griffin TW, Darsan MA, Collins HI, Holohan BA, Pierce ML, Ward JE. A multi-study analysis of gut microbiome data from the blue mussel (Mytilus edulis) emphasises the impact of depuration on biological interpretation. Environ Microbiol 2023; 25:3435-3449. [PMID: 37941484 DOI: 10.1111/1462-2920.16537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 10/27/2023] [Indexed: 11/10/2023]
Abstract
The blue mussel (Mytilus edulis) is a suspension feeder which has been used in gut-microbiome surveys. Although raw 16S sequence data are often publicly available, unifying secondary analyses are lacking. The present work analysed raw data from seven projects conducted by one group over 7 years. Although each project had different motivations, experimental designs and conclusions, all selected samples were from the guts of M. edulis collected from a single location in Long Island Sound. The goal of this analysis was to determine which independent factors (e.g., collection date, depuration status) were responsible for governing composition and diversity in the gut microbiomes. Results indicated that whether mussels had undergone depuration, defined here as voidance of faeces in a controlled, no-food period, was the primary factor that governed gut microbiome composition. Gut microbiomes from non-depurated mussels were mixtures of resident and transient communities and were influenced by temporal factors. Resident communities from depurated mussels were influenced by the final food source and length of time host mussels were held under laboratory conditions. These findings reinforce the paradigm that gut microbiota are divided into resident and transient components and suggest that depuration status should be taken into consideration when designing and interpreting future experiments.
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Affiliation(s)
- Tyler W Griffin
- Department of Marine Sciences, University of Connecticut, Groton, Connecticut, USA
| | - Mya A Darsan
- Department of Biological Sciences, University at Albany, Albany, New York, USA
- Department of Marine and Environmental Science, Northeastern University, Nahant, Massachusetts, USA
| | - Hannah I Collins
- Department of Marine Sciences, University of Connecticut, Groton, Connecticut, USA
| | - Bridget A Holohan
- Department of Marine Sciences, University of Connecticut, Groton, Connecticut, USA
| | - Melissa L Pierce
- Discovery Partners Institute, Applied R&D, University of Illinois System, Chicago, Illinois, USA
| | - J Evan Ward
- Department of Marine Sciences, University of Connecticut, Groton, Connecticut, USA
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del Rio-Lavín A, Monchy S, Jiménez E, Pardo MÁ. Gut microbiota fingerprinting as a potential tool for tracing the geographical origin of farmed mussels (Mytilus galloprovincialis). PLoS One 2023; 18:e0290776. [PMID: 37647359 PMCID: PMC10468044 DOI: 10.1371/journal.pone.0290776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 08/16/2023] [Indexed: 09/01/2023] Open
Abstract
Identifying the provenance of seafood is critical to combat commercial fraud, enforce food safety regulations and ensure consumers' confidence. Hence, the current study aimed to determine if the bacterial composition present in the digestive gland and stomach of M. galloprovincialis mussels could be used as traceability approach to discriminate their geographic origin. The microbiota of 160 mussels collected seasonally in 2019 from five different mussel farms located in three regions in Spain (Galicia, Basque Country and Catalonia) was characterized using 16S rRNA targeted amplicon sequencing. Results showed that the bacterial community composition/fingerprint was significantly different between harvesting locations and seasons, with the effect prompted by the origin exceeding the seasonal variability. To further evaluate the stability and potential of this traceability approach, the bacterial fingerprint of 20 new individuals collected from the Basque Country in autumn 2020 were compared to the profiles obtained in 2019. Results showed that mussels collected from the Basque Country in two consecutive years cluster together, even matching the season of harvesting. The findings of this preliminary study support that this methodological approach has the potential to trace the geographical origin of unprocessed mussels and could have potential uses in seafood traceability and food safety.
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Affiliation(s)
- Ane del Rio-Lavín
- AZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Bizkaia, Spain
| | - Sébastien Monchy
- LOG, Laboratoire d’Océanologie et de Géosciences, Univ. Littoral Côte d’Opale, CNRS, Univ. Lille, UMR 8187, Wimereux, France
| | - Elisa Jiménez
- AZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Bizkaia, Spain
| | - Miguel Ángel Pardo
- AZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Bizkaia, Spain
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Vibrio splendidus infection induces dysbiosis in the blue mussel and favors pathobiontic bacteria. Microbiol Res 2022; 261:127078. [DOI: 10.1016/j.micres.2022.127078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/11/2022] [Accepted: 05/22/2022] [Indexed: 11/15/2022]
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Sharp JH, Clements K, Diggens M, McDonald JE, Malham SK, Jones DL. E. coli Is a Poor End-Product Criterion for Assessing the General Microbial Risk Posed From Consuming Norovirus Contaminated Shellfish. Front Microbiol 2021; 12:608888. [PMID: 33679634 PMCID: PMC7933002 DOI: 10.3389/fmicb.2021.608888] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 01/18/2021] [Indexed: 11/13/2022] Open
Abstract
The fecal indicator organism (FIO) Escherichia coli is frequently used as a general indicator of sewage contamination and for evaluating the success of shellfish cleaning (depuration) processes. To evaluate the robustness of this approach, the accumulation, retention, and depuration of non-pathogenic E. coli, pathogenic E. coli O157:H7 and norovirus GII (NoV GII) RNA were evaluated using a combination of culture-based (E. coli) and molecular methods (E. coli, NoV GII) after exposure of mussels (Mytilus edulis) to water contaminated with human feces. We simulated water contamination after a point-source release from a combined sewer overflow (CSO) where untreated wastewater is released directly into the coastal zone. All three microbiological indicators accumulated rapidly in the mussels, reaching close to maximum concentration within 3 h of exposure, demonstrating that short CSO discharges pose an immediate threat to shellfish harvesting areas. Depuration (72 h) in clean water proved partially successful at removing both pathogenic and non-pathogenic E. coli from shellfish tissue, but failed to eradicate NoV GII RNA. We conclude that current EU standards for evaluating microbiological risk in shellfish are inadequate for protecting consumers against exposure to human norovirus GII found in polluted marine waters.
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Affiliation(s)
- Jasmine H Sharp
- School of Ocean Sciences, Bangor University, Bangor, United Kingdom
| | - Katie Clements
- School of Ocean Sciences, Bangor University, Bangor, United Kingdom.,School of Natural Sciences, Bangor University, Bangor, United Kingdom
| | - Mallory Diggens
- School of Natural Sciences, Bangor University, Bangor, United Kingdom
| | - James E McDonald
- School of Natural Sciences, Bangor University, Bangor, United Kingdom
| | - Shelagh K Malham
- School of Ocean Sciences, Bangor University, Bangor, United Kingdom
| | - Davey L Jones
- School of Natural Sciences, Bangor University, Bangor, United Kingdom.,UWA School of Agriculture and Environment, University of Western Australia, Perth, WA, Australia
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Griffin TW, Baer JG, Ward JE. Direct Comparison of Fecal and Gut Microbiota in the Blue Mussel (Mytilus edulis) Discourages Fecal Sampling as a Proxy for Resident Gut Community. MICROBIAL ECOLOGY 2021; 81:180-192. [PMID: 32638043 DOI: 10.1007/s00248-020-01553-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 06/26/2020] [Indexed: 06/11/2023]
Abstract
Bivalves have ecological and economic importance but information regarding their associated microbiomes is lacking. As suspension feeders, bivalves capture and ingest a myriad of particles, and their digestive organs have a high throughput of particle-associated microbiota. To better understand the complement of transient and resident microbial communities, standard methods need to be developed. For example, fecal sampling could represent a convenient proxy for the gut microbiome and is simple, nondestructive, and allows for sampling of individuals through time. The goal of this study was to evaluate fecal sampling as a reliable proxy for gut microbiome assessment in the blue mussel (Mytilus edulis). Mussels were collected from the natural environment and placed into individual sterilized microcosms for 6 h to allow for fecal egestion. Feces and gut homogenates from the same individuals were sampled and subjected to 16S rRNA gene amplicon sequencing. Fecal communities of different mussels resembled each other but did not resemble gut communities. Fecal communities were significantly more diverse, in terms of amplicon sequence variant (ASV) richness and evenness, than gut communities. Results suggested a mostly transient nature for fecal microbiota. Nonetheless, mussels retained a distinct resident microbial community in their gut after fecal egestion that was dominated by ASVs belonging to Mycoplasma. The use of fecal sampling as a nondestructive substitute for direct sampling of the gut is strongly discouraged. Experiments that aim to study solely resident bivalve gut microbiota should employ an egestion period prior to gut sampling to allow time for voidance of transient microbes.
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Affiliation(s)
- Tyler W Griffin
- Department of Marine Sciences, University of Connecticut, Groton, CT, USA.
| | - Julia G Baer
- Department of Science, Mount St. Mary's University, Emmitsburg, MD, USA
| | - J Evan Ward
- Department of Marine Sciences, University of Connecticut, Groton, CT, USA
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Zampieri A, Carraro L, Cardazzo B, Milan M, Babbucci M, Smits M, Boffo L, Fasolato L. Depuration processes affect the Vibrio community in the microbiota of the Manila clam, Ruditapes philippinarum. Environ Microbiol 2020; 22:4456-4472. [PMID: 32783350 DOI: 10.1111/1462-2920.15196] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 08/09/2020] [Indexed: 12/18/2022]
Abstract
As filter-feeders, bivalve molluscs accumulate Vibrio into edible tissues. Consequently, an accurate assessment of depuration procedures and the characterization of the persistent Vibrio community in depurated shellfish represent a key issue to guarantee food safety in shellfish products. The present study investigated changes in the natural Vibrio community composition of the Ruditapes philippinarum microbiota with specific focus on human pathogenic species. For this purpose, the study proposed a MLSA-NGS approach (rRNA 16S, recA and pyrH) for the detection and identification of Vibrio species. Clam microbiota were analysed before and after depuration procedures performed in four depuration plants, using culture-dependent and independent approaches. Microbiological counts and NGS data revealed differences in terms of both contamination load and Vibrio community between depuration plants. The novel MLSA-NGS approach allowed for a clear definition of the Vibrio species specific to each depuration plant. Specifically, depurated clam microbiota showed presence of human pathogenic species. Ozone treatments and the density of clams in the depuration tank probably influenced the level of contamination and the Vibrio community composition. The composition of Vibrio community specific to each plant should be carefully evaluated during the risk assessment to guarantee a food-safe shellfish-product for the consumer.
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Affiliation(s)
- Angela Zampieri
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
| | - Lisa Carraro
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
| | - Barbara Cardazzo
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
| | - Massimo Milan
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
| | - Massimiliano Babbucci
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
| | - Morgan Smits
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
| | | | - Luca Fasolato
- Department of Comparative Biomedicine and Food Science, University of Padova, Agripolis, Viale dell'Università 16, Legnaro, 35020, Italy
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Fernández Robledo JA, Yadavalli R, Allam B, Pales Espinosa E, Gerdol M, Greco S, Stevick RJ, Gómez-Chiarri M, Zhang Y, Heil CA, Tracy AN, Bishop-Bailey D, Metzger MJ. From the raw bar to the bench: Bivalves as models for human health. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2019; 92:260-282. [PMID: 30503358 PMCID: PMC6511260 DOI: 10.1016/j.dci.2018.11.020] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 11/09/2018] [Accepted: 11/24/2018] [Indexed: 05/05/2023]
Abstract
Bivalves, from raw oysters to steamed clams, are popular choices among seafood lovers and once limited to the coastal areas. The rapid growth of the aquaculture industry and improvement in the preservation and transport of seafood have enabled them to be readily available anywhere in the world. Over the years, oysters, mussels, scallops, and clams have been the focus of research for improving the production, managing resources, and investigating basic biological and ecological questions. During this decade, an impressive amount of information using high-throughput genomic, transcriptomic and proteomic technologies has been produced in various classes of the Mollusca group, and it is anticipated that basic and applied research will significantly benefit from this resource. One aspect that is also taking momentum is the use of bivalves as a model system for human health. In this review, we highlight some of the aspects of the biology of bivalves that have direct implications in human health including the shell formation, stem cells and cell differentiation, the ability to fight opportunistic and specific pathogens in the absence of adaptive immunity, as source of alternative drugs, mucosal immunity and, microbiome turnover, toxicology, and cancer research. There is still a long way to go; however, the next time you order a dozen oysters at your favorite raw bar, think about a tasty model organism that will not only please your palate but also help unlock multiple aspects of molluscan biology and improve human health.
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Affiliation(s)
| | | | - Bassem Allam
- Stony Brook University, School of Marine and Atmospheric Sciences, Stony Brook, NY, 11794, USA
| | | | - Marco Gerdol
- University of Trieste, Department of Life Sciences, 34127, Trieste, Italy
| | - Samuele Greco
- University of Trieste, Department of Life Sciences, 34127, Trieste, Italy
| | - Rebecca J Stevick
- University of Rhode Island, Graduate School of Oceanography, Narragansett, RI, 02882, USA
| | - Marta Gómez-Chiarri
- University of Rhode Island, Department of Fisheries, Animal and Veterinary Science, Kingston, RI, 02881, USA
| | - Ying Zhang
- University of Rhode Island, Department of Cell and Molecular Biology, Kingston, RI, 02881, USA
| | - Cynthia A Heil
- Bigelow Laboratory for Ocean Sciences, East Boothbay, ME, 04544, USA
| | - Adrienne N Tracy
- Bigelow Laboratory for Ocean Sciences, East Boothbay, ME, 04544, USA; Colby College, Waterville, 4,000 Mayflower Hill Dr, ME, 04901, USA
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