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Smutin D, Taldaev A, Lebedev E, Adonin L. Shotgun Metagenomics Reveals Minor Micro" bee"omes Diversity Defining Differences between Larvae and Pupae Brood Combs. Int J Mol Sci 2024; 25:741. [PMID: 38255816 PMCID: PMC10815634 DOI: 10.3390/ijms25020741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Bees represent not only a valuable asset in agriculture, but also serve as a model organism within contemporary microbiology. The metagenomic composition of the bee superorganism has been substantially characterized. Nevertheless, traditional cultural methods served as the approach to studying brood combs in the past. Indeed, the comb microbiome may contribute to determining larval caste differentiation and hive immunity. To further this understanding, we conducted a shotgun sequencing analysis of the brood comb microbiome. While we found certain similarities regarding species diversity, it exhibits significant differentiation from all previously described hive metagenomes. Many microbiome members maintain a relatively constant ratio, yet taxa with the highest abundance level tend to be ephemeral. More than 90% of classified metagenomes were Gammaproteobacteria, Bacilli and Actinobacteria genetic signatures. Jaccard dissimilarity between samples based on bacteria genus classifications hesitate from 0.63 to 0.77, which for shotgun sequencing indicates a high consistency in bacterial composition. Concurrently, we identified antagonistic relationships between certain bacterial clusters. The presence of genes related to antibiotic synthesis and antibiotic resistance suggests potential mechanisms underlying the stability of comb microbiomes. Differences between pupal and larval combs emerge in the total metagenome, while taxa with the highest abundance remained consistent. All this suggests that a key role in the functioning of the comb microbiome is played by minor biodiversity, the function of which remains to be established experimentally.
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Affiliation(s)
- Daniil Smutin
- Institute of Environmental and Agricultural Biology (X-BIO), Tyumen State University, Tyumen 625003, Russia
- Faculty of Information Technology and Programming, ITMO University, St. Petersburg 197101, Russia
| | - Amir Taldaev
- Institute of Environmental and Agricultural Biology (X-BIO), Tyumen State University, Tyumen 625003, Russia
- Institute of Biomedical Chemistry, Moscow 119121, Russia
- Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology, Dolgoprudny 141700, Russia
| | - Egor Lebedev
- Institute of Environmental and Agricultural Biology (X-BIO), Tyumen State University, Tyumen 625003, Russia
| | - Leonid Adonin
- Institute of Environmental and Agricultural Biology (X-BIO), Tyumen State University, Tyumen 625003, Russia
- Institute of Biomedical Chemistry, Moscow 119121, Russia
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Capri FC, Prazzi E, Casamento G, Gambino D, Cassata G, Alduina R. Correlation Between Microbial Community and Hatching Failure in Loggerhead Sea Turtle Caretta caretta. MICROBIAL ECOLOGY 2023; 86:1923-1933. [PMID: 36805785 PMCID: PMC10497424 DOI: 10.1007/s00248-023-02197-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
Microbial communities provide essential information about host ecology and could be helpful as a tool to improve species conservation efforts. However, microbes can also infect and compromise the host development process and viability. Caretta caretta is the most widespread marine turtle species in the Mediterranean basin and is the only species of sea turtle nesting along the Italian coasts. Little is known about the microbiota composition of the nest of sea turtles and its correlation with hatching failures. In this study, the microbial composition of two nests of C. caretta featuring different rates of hatching success from a nesting beach in Lampedusa (Italy) was analyzed and compared. The bacterial community was determined using culture-dependent methods and next-generation sequencing based on 16S rRNA gene metabarcoding analysis. Our results showed five dominant bacterial phyla (Proteobacteria, Bacteroidetes, Actinobacteria, Verrucomicrobia, and Firmicutes) and indicated different bacterial families (Pseudomonadaceae and Brucellaceae) as likely causes of hatching failures. Besides, our findings demonstrated the nests' active role in modulating the sand's bacterial communities. This study suggests microbiological analysis could be a valuable tool in monitoring nests to take preventive actions and reduce hatching failures.
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Affiliation(s)
- Fanny Claire Capri
- Dipartimento Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche, Viale delle Scienze, University of Palermo, 90133 Palermo, Italy
| | - Elena Prazzi
- Legambiente Sicilia-Ente Gestore Riserva Naturale Orientata Isola di Lampedusa, Via Vittorio Emanuele, 25, 92031 Lampedusa, AG Italy
| | - Giulia Casamento
- Legambiente Sicilia-Ente Gestore Riserve Naturali, via Paolo Gili,4, 90138 Palermo, PA Italy
| | - Delia Gambino
- Istituto Zooprofilattico Sperimentale della Sicilia “A. Mirri”, Via G. Marinuzzi, 3, 90129 Palermo, Italy
| | - Giovanni Cassata
- Istituto Zooprofilattico Sperimentale della Sicilia “A. Mirri”, Via G. Marinuzzi, 3, 90129 Palermo, Italy
| | - Rosa Alduina
- Dipartimento Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche, Viale delle Scienze, University of Palermo, 90133 Palermo, Italy
- NBFC, National Biodiversity Future Center, Piazza Marina 61, 90133 Palermo, Italy
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Risoli S, Sarrocco S, Terracciano G, Papetti L, Baroncelli R, Nali C. Isolation and characterization of Fusarium spp. From unhatched eggs of Caretta caretta in Tuscany (Italy). Fungal Biol 2023; 127:1321-1327. [PMID: 37993243 DOI: 10.1016/j.funbio.2023.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 08/25/2023] [Accepted: 08/28/2023] [Indexed: 11/24/2023]
Abstract
Sea Turtle Egg Fusariosis (STEF) is a worldwide emergent fungal disease affecting eggs and causing embryos mortality in turtle's nests such as those of Caretta caretta. It is caused by a complex of species belonging to Fusarium genus, particularly those included in the Fusarium Solani Species Complex (FSSC). During the samplings carried out in summer 2020 along the Tuscany coastlines (Italy), C. caretta eggs showed clinical signs resembling those caused by STEF. A total of 32 fungal isolates were obtained from lesioned eggs whose molecular characterization allowing identifying as belonging to FSSC / Neocosmospora spp., Fusarium oxysporum Species Complex (FOSC) / F. oxysporum and Fusarium nodosum, i.e., fungal genera and speciesincluding also well-known plant pathogens. Isolates inoculated on several plant hosts did not result in any pathogenic activity but F. nodosum causing, on wheat spikes, disease symptoms.This is the first time F. nodosum has been isolated from portions of eggs showing evident signs of fungal infection. This work represents the first report of Fusarium spp. isolated from C. caretta eggs showing lesions resembling those caused by STEF on Tuscan coast thus posing a significant concern to loggerhead sea turtle conservation also in this region.
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Affiliation(s)
- Samuele Risoli
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80 Pisa 56124, Italy; University School for Advanced Studies IUSS, Palazzo Del Broletto, Piazza Della Vittoria 15, Pavia, 27100 Italy
| | - Sabrina Sarrocco
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80 Pisa 56124, Italy.
| | - Giuliana Terracciano
- Istituto Zooprofilattico Sperimentale Delle Regioni Lazio e Toscana, SS Dell' Abetone e Del Brennero 4, Pisa 56123 Italy
| | - Luana Papetti
- tartAmare, Centro Recupero Tartarughe Marine, via Bramante n. 83 Marina di Grosseto, Italy
| | - Riccardo Baroncelli
- Department of Agricultural and Food Sciences (DISTAL), University of Bologna, Viale Giuseppe Fanin 42 Bologna 40127, Italy
| | - Cristina Nali
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80 Pisa 56124, Italy
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Such N, Schermann K, Pál L, Menyhárt L, Farkas V, Csitári G, Kiss B, Tewelde KG, Dublecz K. The Hatching Time of Broiler Chickens Modifies Not Only the Production Traits but Also the Early Bacteriota Development of the Ceca. Animals (Basel) 2023; 13:2712. [PMID: 37684976 PMCID: PMC10487082 DOI: 10.3390/ani13172712] [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: 07/25/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
This trial was carried out to find out the effects of the parent flock and hatching time of broiler chickens on the production traits and bacteriota development of animals. Two sets of 730 hatching eggs were collected from two different parent flocks with ages of 25 and 50 weeks. In the hatchery, both groups were divided into two subgroups: those hatched during the first 10 and the subsequent 10 h of the hatching window. A feeding trial was carried out afterwards, using the four treatments in six replicate floor pens and feeding commercial starter, grower, and finisher diets that contained all the nutrients according to the breeder's recommendations. The day-old chickens of the older parent flock and those hatched later were heavier, and this advantage remained until the end of the production period. The different ages and origins of the parent flocks failed to modify the microbiological parameters of the chicken's ceca; however, the hatching time significantly influenced the different bacteriota diversity indices: the late-hatched chickens showed higher Bacteroidetes and lower Firmicutes and Actinobacteria abundances at day 11. These treatments resulted in differences in the main families, Ruminococcaceae, Lactobacillaceae, and Bacteroidaceae. These differences could not be found at day 39.
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Affiliation(s)
- Nikoletta Such
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - Kornél Schermann
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - László Pál
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - László Menyhárt
- Institute of Technology, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary;
| | - Valéria Farkas
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - Gábor Csitári
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - Brigitta Kiss
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - Kesete Goitom Tewelde
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
| | - Károly Dublecz
- Institute of Physiology and Nutrition, Hungarian University of Agriculture and Life Sciences, Georgikon Campus, Deák Ferenc Street 16, 8360 Keszthely, Hungary; (N.S.); (K.S.); (L.P.); (V.F.); (G.C.); (B.K.); (K.G.T.)
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5
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McMaken CM, Burkholder DA, Milligan RJ, Lopez JV. Potential impacts of environmental bacteria on the microbiota of loggerhead (Caretta caretta) and green (Chelonia mydas) sea turtle eggs and their hatching success. Microbiologyopen 2023; 12:e1363. [PMID: 37379420 DOI: 10.1002/mbo3.1363] [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: 12/22/2022] [Revised: 05/11/2023] [Accepted: 05/12/2023] [Indexed: 06/30/2023] Open
Abstract
Sea turtle hatching success can be affected by many variables, including pathogenic microbes, but it is unclear which microbes are most impactful and how they are transmitted into the eggs. This study characterized and compared the bacterial communities from the (i) cloaca of nesting sea turtles (ii) sand within and surrounding the nests; and (iii) hatched and unhatched eggshells from loggerhead (Caretta caretta) and green (Chelonia mydas) turtles. High throughput sequencing of bacterial 16S ribosomal RNA gene V4 region amplicons was performed on samples collected from 27 total nests in Fort Lauderdale and Hillsboro beaches in southeast Florida, United States. Significant differences were identified between hatched and unhatched egg microbiota with the differences caused predominately by Pseudomonas spp., found in higher abundances in unhatched eggs (19.29% relative abundance) than hatched eggs (1.10% relative abundance). Microbiota similarities indicate that the nest sand environment, particularly nest distance from dunes, played a larger role than the nesting mother's cloaca in influencing hatched and unhatched egg microbiota. Pathogenic bacteria potentially derive from mixed-mode transmission or additional sources not included in this study as suggested by the high proportion (24%-48%) of unhatched egg microbiota derived from unknown sources. Nonetheless, the results suggest Pseudomonas as a candidate pathogen or opportunistic colonizer associated with sea turtle egg-hatching failure.
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Affiliation(s)
- Colleen M McMaken
- Halmos College of Arts and Sciences, Nova Southeastern University, Florida, Fort Lauderdale, USA
| | - Derek A Burkholder
- Halmos College of Arts and Sciences, Nova Southeastern University, Florida, Fort Lauderdale, USA
| | - Rosanna J Milligan
- Halmos College of Arts and Sciences, Nova Southeastern University, Florida, Fort Lauderdale, USA
| | - Jose V Lopez
- Halmos College of Arts and Sciences, Nova Southeastern University, Florida, Fort Lauderdale, USA
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6
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Nardoni S, Mancianti F. Mycotic Diseases in Chelonians. J Fungi (Basel) 2023; 9:jof9050518. [PMID: 37233230 DOI: 10.3390/jof9050518] [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: 03/28/2023] [Revised: 04/14/2023] [Accepted: 04/21/2023] [Indexed: 05/27/2023] Open
Abstract
Turtles and 'tortoises' populations are declining in number, the factors driving extinction risks being related to habitat loss and degradation, climate change, introduction of invasive plant and animal species, consumption by humans for food and medicinal use, and collection for international pet trade. Fungal infections represent one of the main threats for ecosystem health. The present narrative review deals with conventional and emerging mycoses of Chelonians. Although conventional mycoses in captive and pet reptiles would depend on poor husbandry, being the agents mostly opportunistic pathogens, some fungal species were reported to occur more frequently, such as the entomopathogen Purpureocillium lilacinum. Furthermore, emerging agents such as the Fusarium solani species complex have been recognized as a real threat for the surviving of some aquatic species, acting as primary pathogens. This complex has been recently included within pathogens in One Health issues. Emydomyces testavorans is recognized as an emerging threat, although, due its recent identification, information about its epidemiology is limited. Data about treatments and outcomes of mycoses in Chelonians are also referred.
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Affiliation(s)
- Simona Nardoni
- Dipartimento di Scienze Veterinarie, Università degli Studi di Pisa, 56124 Pisa, Italy
| | - Francesca Mancianti
- Dipartimento di Scienze Veterinarie, Università degli Studi di Pisa, 56124 Pisa, Italy
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7
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Cuozzo S, de Moreno de LeBlanc A, LeBlanc J, Hoffmann N, Tortella G. Streptomyces genus as a source of probiotics and its potential for its use in health. Microbiol Res 2023; 266:127248. [DOI: 10.1016/j.micres.2022.127248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 08/10/2022] [Accepted: 10/27/2022] [Indexed: 11/06/2022]
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8
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Bunker ME, Arnold AE, Weiss SL. Wild microbiomes of striped plateau lizards vary with reproductive season, sex, and body size. Sci Rep 2022; 12:20643. [PMID: 36450782 PMCID: PMC9712514 DOI: 10.1038/s41598-022-24518-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 11/16/2022] [Indexed: 12/05/2022] Open
Abstract
Long-term studies of animal microbiomes under natural conditions are valuable for understanding the effects of host demographics and environmental factors on host-associated microbial communities, and how those effects interact and shift over time. We examined how the cloacal microbiome of wild Sceloporus virgatus (the striped plateau lizard) varies under natural conditions in a multi-year study. Cloacal swabs were collected from wild-caught lizards across their entire active season and over three years in southeastern Arizona, USA. Analyses of 16S rRNA data generated on the Illumina platform revealed that cloacal microbiomes of S. virgatus vary as a function of season, sex, body size, and reproductive state, and do so independently of one another. Briefly, microbial diversity was lowest in both sexes during the reproductive season, was higher in females than in males, and was lowest in females when they were vitellogenic, and microbiome composition varied across seasons, sexes, and sizes. The pattern of decreased diversity during reproductive periods with increased sociality is surprising, as studies in other systems often suggest that microbial diversity generally increases with sociality. The cloacal microbiome was not affected significantly by hibernation and was relatively stable from year to year. This study highlights the importance of long term, wide-scale microbiome studies for capturing accurate perspectives on microbiome diversity and composition in animals. It also serves as a warning for comparisons of microbiomes across species, as each may be under a different suite of selective pressures or exhibit short-term variation from external or innate factors, which may differ in a species-specific manner.
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Affiliation(s)
- Marie E. Bunker
- grid.267047.00000 0001 2105 7936Department of Biology, University of Puget Sound, Tacoma, WA USA
| | - A. Elizabeth Arnold
- grid.134563.60000 0001 2168 186XSchool of Plant Sciences and Department of Ecology and Evolutionary Biology, The University of Arizona, Tucson, AZ USA
| | - Stacey L. Weiss
- grid.267047.00000 0001 2105 7936Department of Biology, University of Puget Sound, Tacoma, WA USA
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Díaz-Abad L, Bacco-Mannina N, Miguel Madeira F, Serrao EA, Regalla A, Patrício AR, Frade PR. Red, Gold and Green: Microbial Contribution of Rhodophyta and Other Algae to Green Turtle ( Chelonia mydas) Gut Microbiome. Microorganisms 2022; 10:microorganisms10101988. [PMID: 36296266 PMCID: PMC9610419 DOI: 10.3390/microorganisms10101988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 09/28/2022] [Accepted: 09/30/2022] [Indexed: 11/23/2022] Open
Abstract
The fitness of the endangered green sea turtle (Chelonia mydas) may be strongly affected by its gut microbiome, as microbes play important roles in host nutrition and health. This study aimed at establishing environmental microbial baselines that can be used to assess turtle health under altered future conditions. We characterized the microbiome associated with the gastrointestinal tract of green turtles from Guinea Bissau in different life stages and associated with their food items, using 16S rRNA metabarcoding. We found that the most abundant (% relative abundance) bacterial phyla across the gastrointestinal sections were Proteobacteria (68.1 ± 13.9% “amplicon sequence variants”, ASVs), Bacteroidetes (15.1 ± 10.1%) and Firmicutes (14.7 ± 21.7%). Additionally, we found the presence of two red algae bacterial indicator ASVs (the Alphaproteobacteria Brucella pinnipedialis with 75 ± 0% and a Gammaproteobacteria identified as methanotrophic endosymbiont of Bathymodiolus, with <1%) in cloacal compartments, along with six bacterial ASVs shared only between cloacal and local environmental red algae samples. We corroborate previous results demonstrating that green turtles fed on red algae (but, to a lower extent, also seagrass and brown algae), thus, acquiring microbial components that potentially aid them digest these food items. This study is a foundation for better understanding the microbial composition of sea turtle digestive tracts.
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Affiliation(s)
- Lucía Díaz-Abad
- CCMAR—Centre of Marine Sciences, CIMAR, University of Algarve, 8005-139 Faro, Portugal
- IMBRSea, International Master of Science in Marine Biological Resources, IMBRSea Universities Consortium, 9000 Ghent, Belgium
| | | | - Fernando Miguel Madeira
- cE3c—Centre for Ecology, Evolution and Environmental Changes, CHANGE—Global Change and Sustainability Institute, Faculdade de Ciências da Universidade de Lisboa, 1749-016 Lisbon, Portugal
| | - Ester A. Serrao
- CCMAR—Centre of Marine Sciences, CIMAR, University of Algarve, 8005-139 Faro, Portugal
- CIBIO/InBIO—Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, 4485-661 Vairão, Portugal
| | - Aissa Regalla
- IBAP—Instituto da Biodiversidade e das Áreas Protegidas Dr. Alfredo Simão da Silva, Bissau 1220, Guinea-Bissau
| | - Ana R. Patrício
- MARE—Marine and Environmental Sciences Centre, Ispa—Instituto Universitário, 1149-041 Lisbon, Portugal
- Centre for Ecology & Conservation, College of Life and Environmental Sciences, University of Exeter, Penryn TR10 9FE, Cornwall, UK
| | - Pedro R. Frade
- CCMAR—Centre of Marine Sciences, CIMAR, University of Algarve, 8005-139 Faro, Portugal
- Natural History Museum Vienna, 1010 Vienna, Austria
- Correspondence:
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Kuschke SG. What lives on and in the sea turtle? A literature review of sea turtle bacterial microbiota. Anim Microbiome 2022; 4:52. [PMID: 36076281 PMCID: PMC9461204 DOI: 10.1186/s42523-022-00202-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 08/25/2022] [Indexed: 11/10/2022] Open
Abstract
Within the United States, all populations of sea turtles are listed as threatened or endangered under the Endangered Species Act. Identifying methods of supporting health, preventing disease, and treating disease is essential for conservation and management strategies for all species. Over the last few decades, advances in technology and high throughput sequencing have allowed a proliferation of research into core microbiota and microbiomes in humans and animals. Such investigations have proven that microbiota on and within a host can influence physiology, immunity, and development. Accordingly, a comprehensive understanding of microbiota is essential for unearthing the complex relationships within a microbiome and how those interactions and relationships can be used to promote health and prevent or treat disease. The goal of this review is to summarize the current microbiota research available across all species of sea turtles and identify any emerging trends. Methodological differences made it challenging to draw conclusions across studies, but it is apparent that each anatomical location investigated has a unique core microbiota with some potential overlap. In the future, unifying methodology across microbiota studies will allow broader conclusions to be drawn across all anatomic locations and species of sea turtles. These conclusions will then allow clinicians and conservationists to apply the research results in the field. Additionally, future efforts should include a wider range of organisms including fungi, viruses, parasites, epibiota, and archaea to unveil essential relationships among and between the organisms and host for maintenance of a healthy microbiome.
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The emerging pathogen Enterocytozoon hepatopenaei drives a degenerative cyclic pattern in the hepatopancreas microbiome of the shrimp (Penaeus vannamei). Sci Rep 2022; 12:14766. [PMID: 36042348 PMCID: PMC9427843 DOI: 10.1038/s41598-022-19127-2] [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: 04/02/2022] [Accepted: 08/24/2022] [Indexed: 11/19/2022] Open
Abstract
The microsporidian Enterocytozoon hepatopenaei (EHP) is an emerging pathogen that causes substantial economic losses in shrimp (Penaeus spp.) aquaculture worldwide. To prevent diseases in shrimp, the manipulation of the gut microbiota has been suggested. However, prior knowledge of the host-microbiome is necessary. We assessed the modulation of the microbiome (bacteria/fungi) and its predicted functions over the course of disease progression in shrimp experimentally challenged with EHP for 30 days using high throughput 16S rRNA and ITS amplicon sequencing. Infection grade was assessed for the first time by quantitative digital histopathology. According to the infection intensity, three disease-stages (early/developmental/late) were registered. During the early-stage, EHP was not consistently detected, and a high diversity of potentially beneficial microorganisms related to nutrient assimilation were found. In the development-stage, most of the shrimp start to register a high infection intensity related to a decrease in beneficial microorganisms and an increase in opportunistic/pathogenic fungi. During late-stage, animals displayed different infection intensities, showed a displacement of beneficial microorganisms by opportunistic/pathogenic bacteria and fungi related to pathogen infection processes and depletion of energetic reserves. The degenerative cyclic pattern of EHP infection and its effects on beneficial microorganisms and beneficial functions of the shrimp hepatopancreas microbiome are discussed.
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12
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Li T, Yang Y, Li H, Li C. Mixed-Mode Bacterial Transmission via Eggshells in an Oviparous Reptile Without Parental Care. Front Microbiol 2022; 13:911416. [PMID: 35836422 PMCID: PMC9273969 DOI: 10.3389/fmicb.2022.911416] [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: 04/02/2022] [Accepted: 05/23/2022] [Indexed: 11/13/2022] Open
Abstract
Symbiotic microorganisms play important roles in maintaining health and facilitating the adaptation of the host. We know little about the origin and transgenerational transmission of symbiotic bacteria, especially in egg-laying species without parental care. Here, we investigated the transmission of bacterial symbionts in the Chinese three-keeled pond turtle (Mauremys reevesii), a species with no post-oviposition parental care, by evaluating contributions from potential maternal and environmental sources to eggshell bacterial communities. Using 16S rRNA amplicon sequencing, we established that the bacterial communities of eggshells were similar to those of the maternal cloaca, maternal skin, and nest soil, but distinct from those of surface soil around nest and pond water. Phylogenetic structure analysis and source-tracking models revealed the deterministic assembly process of eggshell microbiota and high contributions of the maternal cloaca, maternal skin, and nest soil microbiota to eggshell bacterial communities. Moreover, maternal cloaca showed divergent contribution to eggshell microbiota compared with two other main sources in phylogenesis and taxonomic composition. The results demonstrate a mixture of horizontal and vertical transmission of symbiotic bacteria across generations in an oviparous turtle without parental care and provide insight into the significance of the eggshell microbiome in embryo development.
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13
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Vecchioni L, Pace A, Sucato A, Berlinghieri F, Cambera I, Visconti G, Hochscheid S, Arculeo M, Alduina R. Unveiling the egg microbiota of the loggerhead sea turtle Caretta caretta in nesting beaches of the Mediterranean Sea. PLoS One 2022; 17:e0268345. [PMID: 35617269 PMCID: PMC9135217 DOI: 10.1371/journal.pone.0268345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 04/27/2022] [Indexed: 12/01/2022] Open
Abstract
Microbes have central roles in the development and health of animals, being the introduction of specific microbial species a potential conservation strategy to protect animals from emerging diseases. Thus, insight into the microbiota of the species and their habitats is essential. In this manuscript, we report for the first time the bacterial composition of all the components (eggshells of hatched and unhatched eggs, internal content of unhatched eggs, intestinal content of hatchling and pipping sea turtles, and sand) of three nesting beaches of Caretta caretta along the Italian coasts of the Mediterranean Sea. The analysis of 26 amplicon samples was carried out using next-generation sequencing analysis, targeting V3–V4 regions of the bacterial 16S rRNA gene. Samples featured mainly Proteobacteria, Actinobacteria, Firmicutes, and Bacteroidetes, whose percentages depended on the sample type. Our results showed that, although from different sampling sites, the internal content of the unhatched eggs, intestinal content of hatchling and pipping sea turtles share the microbiota, which was yet different from that of eggshells and sand of the same nesting beach. This study suggests the maternal and environmental influence alongside a protective role of eggshells in shaping the egg microbiota of Caretta caretta sea turtles.
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Affiliation(s)
- Luca Vecchioni
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
| | - Antonino Pace
- Stazione Zoologica Anton Dohrn, Department of Marine Animal Conservation and Public Engagement, Marine Turtle Research Group, Portici (NA), Italy
| | - Arianna Sucato
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
| | - Flavia Berlinghieri
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, The Netherlands
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Irene Cambera
- Pelagie Islands Marine Protected Area, Municipality of Lampedusa and Linosa, Agrigento, Italy
| | - Giulia Visconti
- Pelagie Islands Marine Protected Area, Municipality of Lampedusa and Linosa, Agrigento, Italy
| | - Sandra Hochscheid
- Stazione Zoologica Anton Dohrn, Department of Marine Animal Conservation and Public Engagement, Marine Turtle Research Group, Portici (NA), Italy
| | - Marco Arculeo
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
| | - Rosa Alduina
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
- * E-mail:
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Fusarium species isolated from post-hatchling loggerhead sea turtles (Caretta caretta) in South Africa. Sci Rep 2022; 12:5874. [PMID: 35393437 PMCID: PMC8991248 DOI: 10.1038/s41598-022-06840-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 02/02/2022] [Indexed: 11/08/2022] Open
Abstract
Species in the Fusarium solani species complex are fast growing, environmental saprophytic fungi. Members of this genus are filamentous fungi with a wide geographical distribution. Fusarium keratoplasticum and F. falciforme have previously been isolated from sea turtle nests and have been associated with high egg mortality rates. Skin lesions were observed in a number of stranded, post-hatchling loggerhead sea turtles (Caretta caretta) in a rehabilitation facility in South Africa. Fungal hyphae were observed in epidermal scrapes of affected turtles and were isolated. The aim of this study was to characterise the Fusarium species that were isolated from these post-hatchling loggerhead sea turtles (Caretta caretta) that washed up on beaches along the South African coastline. Three gene regions were amplified and sequenced, namely the internal transcribed spacer region (ITS), a part of the nuclear large subunit (LSU), and part of the translation elongation factor 1 α (tef1) gene region. Molecular characteristics of strains isolated during this study showed high similarity with Fusarium isolates, which have previously been associated with high egg mortality rates in loggerhead sea turtles. This is the first record of F. keratoplasticum, F. falciforme and F. crassum isolated from stranded post-hatchling loggerhead sea turtles in South Africa.
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Morphometrics and blood analytes of leatherback sea turtle hatchlings (Dermochelys coriacea) from Florida: reference intervals, temporal trends with clutch deposition date, and body size correlations. J Comp Physiol B 2022; 192:313-324. [PMID: 34997274 DOI: 10.1007/s00360-021-01422-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/12/2021] [Accepted: 11/22/2021] [Indexed: 10/19/2022]
Abstract
The northwest Atlantic leatherback sea turtle (Dermochelys coriacea) population is exhibiting decreasing trends along numerous nesting beaches. Since population health and viability are inherently linked, it is important to establish species- and life-stage class-specific blood analyte reference intervals (RIs) so that effects of future disturbances on organismal health can be better understood. For hatchling leatherbacks, the objectives of this study were to (1) establish RIs for morphometrics and blood analytes; (2) evaluate correlations between hatchling morphometrics, blood analytes, and hatching success; and (3) determine temporal trends in hatchling morphometrics and blood analytes across nesting season. Blood samples were collected from 176 naturally emerging leatherback hatchlings from 18 clutches. Reference intervals were established for morphometrics and blood analytes. Negative relationships were noted between hatchling mass and packed cell volume, total white blood cells, heterophils, lymphocytes, and total protein and between body condition index (BCI) and immature red blood cells (RBC), RBC polychromasia and anisocytosis, and total protein. Clutch deposition date showed positive relationships with lymphocytes and total protein, and negative relationships with hatchling mass and BCI. Hatching success was positively correlated with mass, and negatively with total protein and glucose, suggesting that nutritional provisions in eggs, incubation time, and/or metabolic rates could change later in the season and affect survivorship. These various observed correlations provide evidence for increased physiological stress (e.g., inflammation, subclinical dehydration) in hatchlings emerging later in nesting season, presumably due to increased nest temperatures or other environmental factors (e.g., moisture/rainfall). Data reported herein provide morphometric and blood analyte data for leatherback hatchlings and will allow for future investigations into spatiotemporal trends and responses to various stressors.
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García-Martín JM, Sarmiento-Ramírez JM, Diéguez-Uribeondo J. Beyond Sea Turtles: Fusarium keratoplasticum in Eggshells of Podocnemis unifilis, a Threatened Amazonian Freshwater Turtle. J Fungi (Basel) 2021; 7:742. [PMID: 34575781 PMCID: PMC8470610 DOI: 10.3390/jof7090742] [Citation(s) in RCA: 6] [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: 08/06/2021] [Revised: 09/04/2021] [Accepted: 09/07/2021] [Indexed: 12/12/2022] Open
Abstract
The endangered yellow-spotted river turtle (Podocnemis unifilis) has experienced a dramatic population decline in the Ecuadorian Amazonia, mainly due to overexploitation of its eggs. To reverse this trend, the Wildlife Conservation Society has developed a head-start program in Yasuní National Park since 2008, but the potential risk that microbes associated with its eggs might represent for hatching success has not been evaluated yet. Members of the Fusarium solani species complex (FSSC) are involved in egg failure in sea turtles under natural and hatchery conditions, but their role in infecting the eggs of P. unifilis is unknown. In this study, we collected eggshells of P. unifilis and obtained 50 fungal and bacterial isolates. Some potentially pathogenic fungi of the genera Fusarium, Penicillium and Rhizopus were identified based on molecular data. Most importantly, the sea turtle pathogenic species F. keratoplasticum not only was present, but it was the most frequently found. Conversely, we have also isolated other microorganisms, such as Pseudomonas or Phoma-like species, producing a wide spectrum of antifungal compounds that may have a protective role against fungal diseases. Our survey provides useful information on potential pathogens found in P. unifilis eggshells, upon which the success of conservation programs may depend.
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Affiliation(s)
| | | | - Javier Diéguez-Uribeondo
- Departamento de Micología, Real Jardín Botánico-CSIC, 28014 Madrid, Spain; (J.M.G.-M.); (J.M.S.-R.)
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17
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Antimicrobial Resistance in Loggerhead Sea Turtles ( Caretta caretta): A Comparison between Clinical and Commensal Bacterial Isolates. Animals (Basel) 2021; 11:ani11082435. [PMID: 34438892 PMCID: PMC8388645 DOI: 10.3390/ani11082435] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/13/2021] [Accepted: 08/16/2021] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Gram negative organisms are frequently isolated from Caretta caretta and may contribute to the dissemination of antimicrobial resistance. In this study, commensal bacteria isolated from oral and cloacal samples of 98 healthy C. caretta were compared to clinical isolates isolated from the wounds of 102 injured animals, in order to investigate the presence of antimicrobial resistance bacteria in free-living loggerheads from the Adriatic Sea. A total of 410 bacteria were cultured and differences were noted in the isolated genera, as some of them were isolated only in healthy animals, while others were isolated only from injured animals. When tested for susceptibility to antimicrobials, clinical isolates showed highly significant differences in the antimicrobial resistance rates vs. commensal isolates for all the drugs tested, except for doxycycline. The detection of high antimicrobial resistance rates in loggerhead sea turtles is of clinical and microbiological significance since it impacts both the choice of a proper antibiotic therapy and the implementation of conservation programs. Abstract Gram negative organisms are frequently isolated from Caretta caretta turtles, which can act as reservoir species for resistant microorganisms in the aquatic environment. C. caretta, which have no history of treatment with antimicrobials, are useful sentinel species for resistant microbes. In this culture-based study, commensal bacteria isolated from oral and cloacal samples of 98 healthy C. caretta were compared to clinical isolates from the wounds of 102 injured animals, in order to investigate the presence of AMR bacteria in free-living loggerheads from the Adriatic Sea. A total of 410 isolates were cultured. Escherichia coli and genera such as Serratia, Moraxella, Kluyvera, Salmonella were isolated only in healthy animals, while Acinetobacter, Enterobacter, Klebsiella and Morganella were isolated only from the wounds of the injured animals. When tested for susceptibility to ampicillin, amoxicillin + clavulanic acid, ceftazidime, cefuroxime, gentamicin, doxycycline, ciprofloxacin and enrofloxacin, the clinical isolates showed highly significant differences in AMR rates vs. commensal isolates for all the drugs tested, except for doxycycline. The detection of high AMR rates in loggerheads is of clinical and microbiological significance since it impacts both the choice of a proper antibiotic therapy and the implementation of conservation programs.
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Lara AC, Corretto E, Kotrbová L, Lorenc F, Petříčková K, Grabic R, Chroňáková A. The Genome Analysis of the Human Lung-Associated Streptomyces sp. TR1341 Revealed the Presence of Beneficial Genes for Opportunistic Colonization of Human Tissues. Microorganisms 2021; 9:microorganisms9081547. [PMID: 34442631 PMCID: PMC8401907 DOI: 10.3390/microorganisms9081547] [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: 06/14/2021] [Revised: 07/12/2021] [Accepted: 07/17/2021] [Indexed: 12/16/2022] Open
Abstract
Streptomyces sp. TR1341 was isolated from the sputum of a man with a history of lung and kidney tuberculosis, recurrent respiratory infections, and COPD. It produces secondary metabolites associated with cytotoxicity and immune response modulation. In this study, we complement our previous results by identifying the genetic features associated with the production of these secondary metabolites and other characteristics that could benefit the strain during its colonization of human tissues (virulence factors, modification of the host immune response, or the production of siderophores). We performed a comparative phylogenetic analysis to identify the genetic features that are shared by environmental isolates and human respiratory pathogens. The results showed a high genomic similarity of Streptomyces sp. TR1341 to the plant-associated Streptomyces sp. endophyte_N2, inferring a soil origin of the strain. Putative virulence genes, such as mammalian cell entry (mce) genes were not detected in the TR1341’s genome. The presence of a type VII secretion system, distinct from the ones found in Mycobacterium species, suggests a different colonization strategy than the one used by other actinomycete lung pathogens. We identified a higher diversity of genes related to iron acquisition and demonstrated that the strain produces ferrioxamine B in vitro. These results indicate that TR1341 may have an advantage in colonizing environments that are low in iron, such as human tissue.
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Affiliation(s)
- Ana Catalina Lara
- Institute of Soil Biology, Biology Centre Academy of Sciences of The Czech Republic, Na Sádkách 702/7, 37005 České Budějovice, Czech Republic; (A.C.L.); (E.C.); (L.K.); (F.L.)
| | - Erika Corretto
- Institute of Soil Biology, Biology Centre Academy of Sciences of The Czech Republic, Na Sádkách 702/7, 37005 České Budějovice, Czech Republic; (A.C.L.); (E.C.); (L.K.); (F.L.)
| | - Lucie Kotrbová
- Institute of Soil Biology, Biology Centre Academy of Sciences of The Czech Republic, Na Sádkách 702/7, 37005 České Budějovice, Czech Republic; (A.C.L.); (E.C.); (L.K.); (F.L.)
| | - František Lorenc
- Institute of Soil Biology, Biology Centre Academy of Sciences of The Czech Republic, Na Sádkách 702/7, 37005 České Budějovice, Czech Republic; (A.C.L.); (E.C.); (L.K.); (F.L.)
| | - Kateřina Petříčková
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Studničkova 7, 12800 Prague 2, Czech Republic;
- Faculty of Science, University of South Bohemia, Branišovská 1645/31a, 37005 České Budějovice, Czech Republic
| | - Roman Grabic
- Faculty of Fisheries and Protection of Waters, University of South Bohemia, Zátiší 728/II, 38925 Vodňany, Czech Republic;
| | - Alica Chroňáková
- Institute of Soil Biology, Biology Centre Academy of Sciences of The Czech Republic, Na Sádkách 702/7, 37005 České Budějovice, Czech Republic; (A.C.L.); (E.C.); (L.K.); (F.L.)
- Correspondence:
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19
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Drane K, Huerlimann R, Power M, Whelan A, Ariel E, Sheehan M, Kinobe R. Testudines as Sentinels for Monitoring the Dissemination of Antibiotic Resistance in Marine Environments: An Integrative Review. Antibiotics (Basel) 2021; 10:antibiotics10070775. [PMID: 34202175 PMCID: PMC8300651 DOI: 10.3390/antibiotics10070775] [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: 05/28/2021] [Revised: 06/21/2021] [Accepted: 06/23/2021] [Indexed: 12/12/2022] Open
Abstract
Dissemination of antibiotic resistance (AR) in marine environments is a global concern with a propensity to affect public health and many ecosystems worldwide. We evaluated the use of sea turtles as sentinel species for monitoring AR in marine environments. In this field, antibiotic-resistant bacteria have been commonly identified by using standard culture and sensitivity tests, leading to an overrepresentation of specific, culturable bacterial classes in the available literature. AR was detected against all major antibiotic classes, but the highest cumulative global frequency of resistance in all represented geographical sites was against the beta-lactam class by a two-fold difference compared to all other antibiotics. Wastewater facilities and turtle rehabilitation centres were associated with higher incidences of multidrug-resistant bacteria (MDRB) accounting for an average of 58% and 49% of resistant isolates, respectively. Furthermore, a relatively similar prevalence of MDRB was seen in all studied locations. These data suggest that anthropogenically driven selection pressures for the development of AR in sea turtles and marine environments are relatively similar worldwide. There is a need, however, to establish direct demonstrable associations between AR in sea turtles in their respective marine environments with wastewater facilities and other anthropogenic activities worldwide.
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Affiliation(s)
- Kezia Drane
- Centre for Molecular Therapeutics, College of Public Health, Medical and Veterinary Sciences, Australian Institute of Tropical Health and Medicine, James Cook University, Townsville, QLD 4811, Australia;
- Correspondence: (K.D.); (R.K.); Tel.: +61-0747814061 (R.K.)
| | - Roger Huerlimann
- Centre for Sustainable Tropical Fisheries and Aquaculture, Centre for Tropical Bioinformatics and Molecular Biology, College of Science and Engineering, James Cook University, Townsville, QLD 4811, Australia;
| | - Michelle Power
- Department of Biological Sciences, Macquarie University, Sydney, NSW 2109, Australia;
| | - Anna Whelan
- Townsville Water and Waste, Wastewater Operations, Townsville, QLD 4810, Australia;
| | - Ellen Ariel
- Centre for Molecular Therapeutics, College of Public Health, Medical and Veterinary Sciences, Australian Institute of Tropical Health and Medicine, James Cook University, Townsville, QLD 4811, Australia;
| | - Madoc Sheehan
- College of Science, Technology and Engineering, James Cook University, Townsville, QLD 4811, Australia;
| | - Robert Kinobe
- Centre for Molecular Therapeutics, College of Public Health, Medical and Veterinary Sciences, Australian Institute of Tropical Health and Medicine, James Cook University, Townsville, QLD 4811, Australia;
- Correspondence: (K.D.); (R.K.); Tel.: +61-0747814061 (R.K.)
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20
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Bunker ME, Elliott G, Heyer-Gray H, Martin MO, Arnold AE, Weiss SL. Vertically transmitted microbiome protects eggs from fungal infection and egg failure. Anim Microbiome 2021; 3:43. [PMID: 34134779 PMCID: PMC8207602 DOI: 10.1186/s42523-021-00104-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 05/31/2021] [Indexed: 01/04/2023] Open
Abstract
Background Beneficial microbes can be vertically transmitted from mother to offspring in many organisms. In oviparous animals, bacterial transfer to eggs may improve egg success by inhibiting fungal attachment and infection from pathogenic microbes in the nest environment. Vertical transfer of these egg-protective bacteria may be facilitated through behavioral mechanisms such as egg-tending, but many species do not provide parental care. Thus, an important mechanism of vertical transfer may be the passage of the egg through the maternal cloaca during oviposition itself. In this study, we examined how oviposition affects eggshell microbial communities, fungal attachment, hatch success, and offspring phenotype in the striped plateau lizard, Sceloporus virgatus, a species with no post-oviposition parental care. Results Relative to dissected eggs that did not pass through the cloaca, oviposited eggs had more bacteria and fewer fungal hyphae when examined with a scanning electron microscope. Using high throughput Illumina sequencing, we also found a difference in the bacterial communities of eggshells that did and did not pass through the cloaca, and the diversity of eggshell communities tended to correlate with maternal cloacal diversity only for oviposited eggs, and not for dissected eggs, indicating that vertical transmission of microbes is occurring. Further, we found that oviposited eggs had greater hatch success and led to larger offspring than those that were dissected. Conclusions Overall, our results indicate that female S. virgatus lizards transfer beneficial microbes from their cloaca onto their eggs during oviposition, and that these microbes reduce fungal colonization and infection of eggs during incubation and increase female fitness. Cloacal transfer of egg-protective bacteria may be common among oviparous species, and may be especially advantageous to species that lack parental care. Supplementary Information The online version contains supplementary material available at 10.1186/s42523-021-00104-5.
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Affiliation(s)
- M E Bunker
- Department of Biology, University of Puget Sound, Tacoma, WA, USA
| | - G Elliott
- Department of Biology, University of Puget Sound, Tacoma, WA, USA
| | - H Heyer-Gray
- Department of Biology, University of Puget Sound, Tacoma, WA, USA
| | - M O Martin
- Department of Biology, University of Puget Sound, Tacoma, WA, USA
| | - A E Arnold
- School of Plant Sciences and Department of Ecology and Evolutionary Biology, University of Arizona, AZ, Tucson, USA
| | - S L Weiss
- Department of Biology, University of Puget Sound, Tacoma, WA, USA.
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21
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First report of Fusarium species occurrence in loggerhead sea turtle (Caretta caretta) nests and hatchling success in Iztuzu Beach, Turkey. Biologia (Bratisl) 2020. [DOI: 10.2478/s11756-020-00553-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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22
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McKnight DT, Zenger KR, Alford RA, Huerlimann R. Microbiome diversity and composition varies across body areas in a freshwater turtle. MICROBIOLOGY-SGM 2020; 166:440-452. [PMID: 32213245 DOI: 10.1099/mic.0.000904] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There is increasing recognition that microbiomes are important for host health and ecology, and understanding host microbiomes is important for planning appropriate conservation strategies. However, microbiome data are lacking for many taxa, including turtles. To further our understanding of the interactions between aquatic microbiomes and their hosts, we used next generation sequencing technology to examine the microbiomes of the Krefft's river turtle (Emydura macquarii krefftii). We examined the microbiomes of the buccal (oral) cavity, skin on the head, parts of the shell with macroalgae and parts of the shell without macroalgae. Bacteria in the phyla Proteobacteria and Bacteroidetes were the most common in most samples (particularly buccal samples), but Cyanobacteria, Deinococcus-thermus and Chloroflexi were also common (particularly in external microbiomes). We found significant differences in community composition among each body area, as well as significant differences among individuals. The buccal cavity had lower bacterial richness and evenness than any of the external microbiomes, and it had many amplicon sequence variants (ASVs) with a low relative abundance compared to other body areas. Nevertheless, the buccal cavity also had the most unique ASVs. Parts of the shell with and without algae also had different microbiomes, with particularly obvious differences in the relative abundances of the families Methylomonaceae, Saprospiraceae and Nostocaceae. This study provides novel, baseline information about the external microbiomes of turtles and is a first step in understanding their ecological roles.
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Affiliation(s)
- Donald T McKnight
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia.,Present address: School of Environmental and Rural Science, University of New England, Armidale, New South Wales, Australia
| | - Kyall R Zenger
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Ross A Alford
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Roger Huerlimann
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
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Herbrík A, Corretto E, Chroňáková A, Langhansová H, Petrásková P, Hrdý J, Čihák M, Krištůfek V, Bobek J, Petříček M, Petříčková K. A Human Lung-Associated Streptomyces sp. TR1341 Produces Various Secondary Metabolites Responsible for Virulence, Cytotoxicity and Modulation of Immune Response. Front Microbiol 2020; 10:3028. [PMID: 32010093 PMCID: PMC6978741 DOI: 10.3389/fmicb.2019.03028] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 12/17/2019] [Indexed: 12/16/2022] Open
Abstract
Streptomycetes, typical soil dwellers, can be detected as common colonizers of human bodies, especially the skin, the respiratory tract, the guts and the genital tract using molecular techniques. However, their clinical manifestations and isolations are rare. Recently they were discussed as possible "coaches" of the human immune system in connection with certain immune disorders and cancer. This work aimed for the characterization and evaluation of genetic adaptations of a human-associated strain Streptomyces sp. TR1341. The strain was isolated from sputum of a senior male patient with a history of lung and kidney TB, recurrent respiratory infections and COPD. It manifested remarkably broad biological activities (antibacterial, antifungal, beta-hemolytic, etc.). We found that, by producing specific secondary metabolites, it is able to modulate host immune responses and the niche itself, which increase its chances for long-term survival in the human tissue. The work shows possible adaptations or predispositions of formerly soil microorganism to survive in human tissue successfully. The strain produces two structural groups of cytotoxic compounds: 28-carbon cytolytic polyenes of the filipin type and actinomycin X2. Additionally, we summarize and present data about streptomycete-related human infections known so far.
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Affiliation(s)
- Andrej Herbrík
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia
| | - Erika Corretto
- Institute of Soil Biology, Biology Centre Academy of Sciences of the Czech Republic, České Budějovice, Czechia
| | - Alica Chroňáková
- Institute of Soil Biology, Biology Centre Academy of Sciences of the Czech Republic, České Budějovice, Czechia
| | - Helena Langhansová
- Faculty of Science, University of South Bohemia, České Budějovice, Czechia
| | - Petra Petrásková
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia
| | - Jiří Hrdý
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia
| | - Matouš Čihák
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia
| | - Václav Krištůfek
- Institute of Soil Biology, Biology Centre Academy of Sciences of the Czech Republic, České Budějovice, Czechia
| | - Jan Bobek
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia.,Department of Chemistry, Faculty of Science, Jan Evangelista Purkyně University in Ústí nad Labem, Ústí nad Labem, Czechia
| | - Miroslav Petříček
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia
| | - Kateřina Petříčková
- Institute of Immunology and Microbiology, 1st Faculty of Medicine, Charles University, Prague, Czechia.,Faculty of Science, University of South Bohemia, České Budějovice, Czechia
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Gleason FH, Allerstorfer M, Lilje O. Newly emerging diseases of marine turtles, especially sea turtle egg fusariosis (SEFT), caused by species in the Fusarium solani complex (FSSC). Mycology 2020; 11:184-194. [PMID: 33062381 PMCID: PMC7534349 DOI: 10.1080/21501203.2019.1710303] [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] [Indexed: 12/22/2022] Open
Abstract
Sea turtles are presently considered severely endangered species that are historically threatened by many environmental factors. Recently, additional threats to sea turtles from two pathogenic species of fungi in the Fusarium solani species complex (F. falciforme and F. keratoplasticum) have been identified. These species infect marine turtle eggs, causing sea turtle egg fusariosis, and kill their embryos, with recent reports of hatch-failure in seven globally distributed species of endangered sea turtles (Caretta caretta, Chelonia mydas, Dermochelys coriaceae, Eretmochelys imbricata, Lepidochelys olivacea, Lepidochelys kempi and Natator depressus). Mycelia and spores of pathogenic species of Fusarium are produced in disturbed terrestrial soils and are transported to the ocean in coastal run off. We propose that these fungi grow on floating particles of plant tissues (leaves and wood), animal tissues, silt and plastics, which are carried by wind and currents and the turtles themselves to the beaches where the turtles lay their eggs.
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Affiliation(s)
- Frank H Gleason
- School of Life and Environmental Sciences, University of Sydney, Sydney, Australia
| | - Monika Allerstorfer
- School of Life and Environmental Sciences, University of Sydney, Sydney, Australia
| | - Osu Lilje
- School of Life and Environmental Sciences, University of Sydney, Sydney, Australia
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Cafarchia C, Paradies R, Figueredo LA, Iatta R, Desantis S, Di Bello AVF, Zizzo N, van Diepeningen AD. Fusarium spp. in Loggerhead Sea Turtles ( Caretta caretta): From Colonization to Infection. Vet Pathol 2019; 57:139-146. [PMID: 31662046 DOI: 10.1177/0300985819880347] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
With the aim of evaluating the presence of Fusarium spp. in sea turtles with and without lesions and assessing the risk factors favoring colonization and/or infection, 74 loggerhead sea turtles (Caretta caretta) admitted to rescue and rehabilitation clinics in Italy were analyzed. The study compared 31 individuals with no apparent macroscopic lesions and 43 individuals with macroscopic lesions. Shell and skin samples were analyzed using Calcofluor white with 10% potassium hydroxide, standard histopathological examination, and fungal cultures. Fusarium spp. were isolated more frequently from animals with superficial lesions (39%) than from those with no macroscopic lesions (16%). Isolates from animals with superficial lesions were Fusarium solani species complex (FSSC) lineages haplotypes 9, 12, and 27 (unnamed lineages), FSSC-2 (Fusarium keratoplasticum), Fusarium oxysporum (27%), and Fusarium brachygibbosum (3%). In contrast, only F. solani haplotypes 9 and 12 were isolated from animals with no macroscopic lesions. The presence of lesions was identified as a risk factor for the occurrence of Fusarium spp. Of the 74 animals, only 7 (9.5%) scored positive on microscopic examination with Calcofluor, and histological examination of those 7 animals revealed necrosis, inflammatory cells, and fungal hyphae in the carapace and skin. The results of this study suggest that fusariosis should be included in the differential diagnosis of shell and skin lesions in sea turtles. Direct examination using Calcofluor and potassium hydroxide was not useful to diagnose the infection. Histopathological examination and fungal culture should be performed to ensure correct treatment and infection control.
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Affiliation(s)
- Claudia Cafarchia
- Dipartimento di Medicina Veterinaria, Università degli Studi di Bari, Bari, Italy
| | - Romina Paradies
- Dipartimento di Medicina Veterinaria, Università degli Studi di Bari, Bari, Italy
| | | | - Roberta Iatta
- Dipartimento di Medicina Veterinaria, Università degli Studi di Bari, Bari, Italy
| | - Salvatore Desantis
- Dipartimento dell'emergenza e dei trapianti di organi, Università degli Studi di Bari, Bari, Italy
| | | | - Nicola Zizzo
- Dipartimento di Medicina Veterinaria, Università degli Studi di Bari, Bari, Italy
| | - Anne D van Diepeningen
- Wageningen University &Research, BU Biointeractions and Plant Health, Wageningen, the Netherlands.,Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands
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Schwab DB, Casasa S, Moczek AP. On the Reciprocally Causal and Constructive Nature of Developmental Plasticity and Robustness. Front Genet 2019; 9:735. [PMID: 30687394 PMCID: PMC6335315 DOI: 10.3389/fgene.2018.00735] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 12/22/2018] [Indexed: 01/29/2023] Open
Abstract
Exposure to environmental variation is a characteristic feature of normal development, one that organisms can respond to during their lifetimes by actively adjusting or maintaining their phenotype in order to maximize fitness. Plasticity and robustness have historically been studied by evolutionary biologists through quantitative genetic and reaction norm approaches, while more recent efforts emerging from evolutionary developmental biology have begun to characterize the molecular and developmental genetic underpinnings of both plastic and robust trait formation. In this review, we explore how our growing mechanistic understanding of plasticity and robustness is beginning to force a revision of our perception of both phenomena, away from our conventional view of plasticity and robustness as opposites along a continuum and toward a framework that emphasizes their reciprocal, constructive, and integrative nature. We do so in three sections. Following an introduction, the first section looks inward and reviews the genetic, epigenetic, and developmental mechanisms that enable organisms to sense and respond to environmental conditions, maintaining and adjusting trait formation in the process. In the second section, we change perspective and look outward, exploring the ways in which organisms reciprocally shape their environments in ways that influence trait formation, and do so through the lens of behavioral plasticity, niche construction, and host-microbiota interactions. In the final section, we revisit established plasticity and robustness concepts in light of these findings, and highlight research opportunities to further advance our understanding of the causes, mechanisms, and consequences of these ubiquitous, and interrelated, phenomena.
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Brofft Bailey J, Lamb M, Walker M, Weed C, Stephenson Craven K. Detection of potential fungal pathogens Fusarium falciforme and F. keratoplasticum in unhatched loggerhead turtle eggs using a molecular approach. ENDANGER SPECIES RES 2018. [DOI: 10.3354/esr00895] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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van Veelen HPJ, Salles JF, Tieleman BI. Microbiome assembly of avian eggshells and their potential as transgenerational carriers of maternal microbiota. ISME JOURNAL 2018; 12:1375-1388. [PMID: 29445132 DOI: 10.1038/s41396-018-0067-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 12/01/2017] [Accepted: 12/21/2017] [Indexed: 02/07/2023]
Abstract
The microbiome is essential for development, health and homeostasis throughout an animal's life. Yet, the origins and transmission processes governing animal microbiomes remain elusive for non-human vertebrates, oviparous vertebrates in particular. Eggs may function as transgenerational carriers of the maternal microbiome, warranting characterisation of egg microbiome assembly. Here, we investigated maternal and environmental contributions to avian eggshell microbiota in wild passerine birds: woodlark Lullula arborea and skylark Alauda arvensis. Using 16S rRNA gene sequencing, we demonstrated in both lark species, at the population and within-nest levels, that bacterial communities of freshly laid eggs were distinct from the female cloacal microbiome. Instead, soil-borne bacteria appeared to thrive on freshly laid eggs, and eggshell microbiota composition strongly resembled maternal skin, body feather and nest material communities, sources in direct contact with laid eggs. Finally, phylogenetic structure analysis and microbial source tracking underscored species sorting from directly contacting sources rather than in vivo-transferred symbionts. The female-egg-nest system allowed an integrative assessment of avian egg microbiome assembly, revealing mixed modes of symbiont acquisition not previously documented for vertebrate eggs. Our findings illuminated egg microbiome origins, which suggested a limited potential of eggshells for transgenerational transmission, encouraging further investigation of eggshell microbiome functions in vertebrates.
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Affiliation(s)
- H Pieter J van Veelen
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, P.O. box 11103, 9700 CC, Groningen, The Netherlands.
| | - Joana Falcão Salles
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, P.O. box 11103, 9700 CC, Groningen, The Netherlands
| | - B Irene Tieleman
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, P.O. box 11103, 9700 CC, Groningen, The Netherlands
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Thomason CA, Mullen N, Belden LK, May M, Hawley DM. Resident Microbiome Disruption with Antibiotics Enhances Virulence of a Colonizing Pathogen. Sci Rep 2017; 7:16177. [PMID: 29170421 PMCID: PMC5701009 DOI: 10.1038/s41598-017-16393-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 11/13/2017] [Indexed: 01/06/2023] Open
Abstract
There is growing evidence that symbiotic microbes play key roles in host defense, but less is known about how symbiotic microbes mediate pathogen-induced damage to hosts. Here, we use a natural wildlife disease system, house finches and the conjunctival bacterial pathogen Mycoplasma gallisepticum (MG), to experimentally examine the impact of the ocular microbiome on host damage and pathogen virulence factors during infection. We disrupted the ocular bacterial community of healthy finches using an antibiotic that MG is intrinsically resistant to, then inoculated antibiotic- and sham-treated birds with MG. House finches with antibiotic-disrupted ocular microbiomes had more severe MG-induced conjunctival inflammation than birds with unaltered microbiomes, even after accounting for differences in conjunctival MG load. Furthermore, MG cultures from finches with disrupted microbiomes had increased sialidase enzyme and cytadherence activity, traits associated with enhanced virulence in Mycoplasmas, relative to isolates from sham-treated birds. Variation in sialidase activity and cytadherence among isolates was tightly linked with degree of tissue inflammation in hosts, supporting the consideration of these traits as virulence factors in this system. Overall, our results suggest that microbial dysbiosis can result in enhanced virulence of colonizing pathogens, with critical implications for the health of wildlife, domestic animals, and humans.
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Affiliation(s)
| | - Nathan Mullen
- Department of Biomedical Sciences, University of New England, Biddeford, ME, USA
| | - Lisa K Belden
- Department of Biological Sciences, Virginia Tech, Blacksburg, VA, USA
| | - Meghan May
- Department of Biomedical Sciences, University of New England, Biddeford, ME, USA
| | - Dana M Hawley
- Department of Biological Sciences, Virginia Tech, Blacksburg, VA, USA
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Medina D, Hughey MC, Becker MH, Walke JB, Umile TP, Burzynski EA, Iannetta A, Minbiole KPC, Belden LK. Variation in Metabolite Profiles of Amphibian Skin Bacterial Communities Across Elevations in the Neotropics. MICROBIAL ECOLOGY 2017; 74:227-238. [PMID: 28105509 DOI: 10.1007/s00248-017-0933-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 01/04/2017] [Indexed: 06/06/2023]
Abstract
Both the structure and function of host-associated microbial communities are potentially impacted by environmental conditions, just as the outcomes of many free-living species interactions are context-dependent. Many amphibian populations have declined around the globe due to the fungal skin pathogen, Batrachochytrium dendrobatidis (Bd), but enivronmental conditions may influence disease dynamics. For instance, in Panamá, the most severe Bd outbreaks have occurred at high elevation sites. Some amphibian species harbor bacterial skin communities that can inhibit the growth of Bd, and therefore, there is interest in understanding whether environmental context could also alter these host-associated microbial communities in a way that might ultimately impact Bd dynamics. In a field survey in Panamá, we assessed skin bacterial communities (16S rRNA amplicon sequencing) and metabolite profiles (HPLC-UV/Vis) of Silverstoneia flotator from three high- and three low-elevation populations representing a range of environmental conditions. Across elevations, frogs had similar skin bacterial communities, although one lowland site appeared to differ. Interestingly, we found that bacterial richness decreased from west to east, coinciding with the direction of Bd spread through Panamá. Moreover, metabolite profiles suggested potential functional variation among frog populations and between elevations. While the frogs have similar bacterial community structure, the local environment might shape the metabolite profiles. Ultimately, host-associated community structure and function could be dependent on environmental conditions, which could ultimately influence host disease susceptibility across sites.
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Affiliation(s)
- Daniel Medina
- Department of Biological Sciences, Virginia Tech, 2119 Derring Hall (0406), Blacksburg, VA, 24061, USA.
| | - Myra C Hughey
- Department of Biological Sciences, Virginia Tech, 2119 Derring Hall (0406), Blacksburg, VA, 24061, USA
| | - Matthew H Becker
- Department of Biological Sciences, Virginia Tech, 2119 Derring Hall (0406), Blacksburg, VA, 24061, USA
| | - Jenifer B Walke
- Department of Biological Sciences, Virginia Tech, 2119 Derring Hall (0406), Blacksburg, VA, 24061, USA
| | - Thomas P Umile
- Department of Chemistry, Villanova University, Villanova, PA, USA
| | | | - Anthony Iannetta
- Department of Chemistry, Villanova University, Villanova, PA, USA
| | | | - Lisa K Belden
- Department of Biological Sciences, Virginia Tech, 2119 Derring Hall (0406), Blacksburg, VA, 24061, USA
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Rees AF, Alfaro-Shigueto J, Barata PCR, Bjorndal KA, Bolten AB, Bourjea J, Broderick AC, Campbell LM, Cardona L, Carreras C, Casale P, Ceriani SA, Dutton PH, Eguchi T, Formia A, Fuentes MMPB, Fuller WJ, Girondot M, Godfrey MH, Hamann M, Hart KM, Hays GC, Hochscheid S, Kaska Y, Jensen MP, Mangel JC, Mortimer JA, Naro-Maciel E, Ng CKY, Nichols WJ, Phillott AD, Reina RD, Revuelta O, Schofield G, Seminoff JA, Shanker K, Tomás J, van de Merwe JP, Van Houtan KS, Vander Zanden HB, Wallace BP, Wedemeyer-Strombel KR, Work TM, Godley BJ. Are we working towards global research priorities for management and conservation of sea turtles? ENDANGER SPECIES RES 2016. [DOI: 10.3354/esr00801] [Citation(s) in RCA: 175] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Rosado-Rodríguez G, Maldonado-Ramírez SL. Mycelial Fungal Diversity Associated with the Leatherback Sea Turtle (Dermochelys coriacea) Nests from Western Puerto Rico. CHELONIAN CONSERVATION AND BIOLOGY 2016. [DOI: 10.2744/ccb-1217.1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Abdelrhman KFA, Bacci G, Mancusi C, Mengoni A, Serena F, Ugolini A. A First Insight into the Gut Microbiota of the Sea Turtle Caretta caretta. Front Microbiol 2016; 7:1060. [PMID: 27458451 PMCID: PMC4935691 DOI: 10.3389/fmicb.2016.01060] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 06/23/2016] [Indexed: 11/17/2022] Open
Affiliation(s)
| | - Giovanni Bacci
- Dipartimento di Biologia, Università di Firenze Sesto Fiorentino, Italy
| | - Cecilia Mancusi
- Agenzia Regionale per la Protezione Ambientale della Toscana Livorno, Italy
| | - Alessio Mengoni
- Dipartimento di Biologia, Università di Firenze Sesto Fiorentino, Italy
| | - Fabrizio Serena
- Agenzia Regionale per la Protezione Ambientale della Toscana Livorno, Italy
| | - Alberto Ugolini
- Dipartimento di Biologia, Università di Firenze Sesto Fiorentino, Italy
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Zeng Q, Sukumaran J, Wu S, Rodrigo A. Neutral Models of Microbiome Evolution. PLoS Comput Biol 2015; 11:e1004365. [PMID: 26200800 PMCID: PMC4511668 DOI: 10.1371/journal.pcbi.1004365] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 05/18/2015] [Indexed: 12/11/2022] Open
Abstract
There has been an explosion of research on host-associated microbial communities (i.e.,microbiomes). Much of this research has focused on surveys of microbial diversities across a variety of host species, including humans, with a view to understanding how these microbiomes are distributed across space and time, and how they correlate with host health, disease, phenotype, physiology and ecology. Fewer studies have focused on how these microbiomes may have evolved. In this paper, we develop an agent-based framework to study the dynamics of microbiome evolution. Our framework incorporates neutral models of how hosts acquire their microbiomes, and how the environmental microbial community that is available to the hosts is assembled. Most importantly, our framework also incorporates a Wright-Fisher genealogical model of hosts, so that the dynamics of microbiome evolution is studied on an evolutionary timescale. Our results indicate that the extent of parental contribution to microbial availability from one generation to the next significantly impacts the diversity of microbiomes: the greater the parental contribution, the less diverse the microbiomes. In contrast, even when there is only a very small contribution from a constant environmental pool, microbial communities can remain highly diverse. Finally, we show that our models may be used to construct hypotheses about the types of processes that operate to assemble microbiomes over evolutionary time.
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Affiliation(s)
- Qinglong Zeng
- Biology Department, Duke University, Durham, North Carolina, United States of America
| | - Jeet Sukumaran
- Biology Department, Duke University, Durham, North Carolina, United States of America
| | - Steven Wu
- Biology Department, Duke University, Durham, North Carolina, United States of America
| | - Allen Rodrigo
- Biology Department, Duke University, Durham, North Carolina, United States of America
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