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Patton S, Silva DP, Fuques E, Klinges G, Muller EM, Thurber RLV. Antibiotic type and dose variably affect microbiomes of a disease-resistant Acropora cervicornis genotype. ENVIRONMENTAL MICROBIOME 2025; 20:46. [PMID: 40317056 PMCID: PMC12049008 DOI: 10.1186/s40793-025-00709-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 04/16/2025] [Indexed: 05/04/2025]
Abstract
BACKGROUND As coral diseases become more prevalent and frequent, the need for new intervention strategies also increases to counteract the rapid spread of disease. Recent advances in coral disease mitigation have resulted in increased use of antibiotics on reefs, as their application may halt disease lesion progression. Although efficacious, consequences of deliberate microbiome manipulation resulting from antibiotic administration are less well-understood- especially in non-diseased corals that appear visually healthy. Therefore, to understand how apparently healthy corals are affected by antibiotics, we investigated how three individual antibiotics, and a mixture of the three, impact the microbiome structure and diversity of a disease-resistant Caribbean staghorn coral (Acropora cervicornis) genotype. Over a 96-hour, aquarium-based antibiotic exposure experiment, we collected and processed coral tissue and water samples for 16S rRNA gene analysis. RESULTS We found that antibiotic type and dose distinctively impact microbiome alpha diversity, beta diversity, and community composition. In experimental controls, microbiome composition was dominated by an unclassified bacterial taxon from the order Campylobacterales, while each antibiotic treatment significantly reduced the relative abundance of this taxon. Those taxa that persisted following antibiotic treatment largely differed by antibiotic type and dose, thereby indicating that antibiotic treatment may result in varying potential for opportunist establishment. CONCLUSION Together, these data suggest that antibiotics induce microbiome dysbiosis- hallmarked by the loss of a dominant bacterium and the increase in taxa associated with coral stress responses. Understanding the off-target consequences of antibiotic administration is critical not only for informed, long-term coral restoration practices, but also for highlighting the importance of responsible antibiotic dissemination into natural environments.
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Affiliation(s)
- Sunni Patton
- Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA, 93106-9620, USA.
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA.
| | - Denise P Silva
- Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA, 93106-9620, USA
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
| | - Eddie Fuques
- Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA, 93106-9620, USA
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
| | - Grace Klinges
- Center for Global Discovery and Conservation Science, Arizona State University, Hilo, HI, 96720, USA
- Mote Marine Laboratory, 1600 Ken Thompson Pkwy, Sarasota, FL, 34236, USA
- Mote Marine Laboratory International Center for Coral Reef Research and Restoration, 24244 Overseas Hwy, Summerland Key, FL, 33042, USA
| | - Erinn M Muller
- Mote Marine Laboratory, 1600 Ken Thompson Pkwy, Sarasota, FL, 34236, USA
- Mote Marine Laboratory International Center for Coral Reef Research and Restoration, 24244 Overseas Hwy, Summerland Key, FL, 33042, USA
| | - Rebecca L Vega Thurber
- Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA, 93106-9620, USA
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
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Palacio-Castro AM, Kroesche D, Enochs IC, Kelble C, Smith I, Baker AC, Rosales SM. Genotypes of Acropora cervicornis in Florida show resistance to either elevated nutrients or disease, but not both in combination. PLoS One 2025; 20:e0320378. [PMID: 40138278 PMCID: PMC11940558 DOI: 10.1371/journal.pone.0320378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 02/17/2025] [Indexed: 03/29/2025] Open
Abstract
Coral restoration programs are expanding to revive coral populations and ecosystem services, but local and global stressors still threaten coral survival. In the Caribbean, the ESA-listed staghorn coral Acropora cervicornis has experienced profound declines due to multiple stressors, including disease and nutrient pollution. We studied the impact of these two stressors on ten A. cervicornis genotypes for which disease susceptibility was previously ranked in a disease transmission experiment. Results showed that elevated ammonium, disease, and their combination negatively affected A. cervicornis survivorship, with variable susceptibility among genotypes. Three genotypes were susceptible to elevated ammonium alone and experienced mortality in up to 80% of their fragments. Exposure to a disease homogenate under ambient ammonium caused mortality in 100% of the fragments in four coral genotypes, intermediate mortality in five (33-66% of their fragments), and no mortality in one genotype. However, all genotypes experienced mortality (30-100% of their fragments) when exposed to both elevated ammonium and disease. Despite the detrimental effects of ammonium on coral survivorship, corals under elevated ammonium presented higher photochemical efficiency (Fv/Fm) of the algal symbionts. Disease susceptibility did not align with the genotypic ranking established in a previous study, suggesting that, while genotypes may vary in their disease resistance, rankings may change due to environmental factors or disease type. Regardless of individual susceptibility, our results suggest that water quality improvement is necessary for increasing A. cervicornis survivorship.
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Affiliation(s)
- Ana M. Palacio-Castro
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, United States of America
- Atlantic Oceanographic and Meteorological Laboratory, NOAA, Miami, Florida, United States of America
| | - Danielle Kroesche
- Department of Marine Biology and Ecology, University of Miami, Miami, Florida, United States of America
- NOVA Southeastern University, Davie, Florida, United States of America
| | - Ian C. Enochs
- Atlantic Oceanographic and Meteorological Laboratory, NOAA, Miami, Florida, United States of America
| | - Chris Kelble
- Atlantic Oceanographic and Meteorological Laboratory, NOAA, Miami, Florida, United States of America
| | - Ian Smith
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, United States of America
- Atlantic Oceanographic and Meteorological Laboratory, NOAA, Miami, Florida, United States of America
| | - Andrew C. Baker
- Department of Marine Biology and Ecology, University of Miami, Miami, Florida, United States of America
| | - Stephanie M. Rosales
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, United States of America
- Atlantic Oceanographic and Meteorological Laboratory, NOAA, Miami, Florida, United States of America
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3
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Young BD, Williams DE, Bright AJ, Peterson A, Traylor-Knowles N, Rosales SM. Genet identity and season drive gene expression in outplanted Acropora palmata at different reef sites. Sci Rep 2024; 14:29444. [PMID: 39604459 PMCID: PMC11603135 DOI: 10.1038/s41598-024-80479-y] [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: 04/12/2024] [Accepted: 11/19/2024] [Indexed: 11/29/2024] Open
Abstract
Coral reefs are experiencing decreases in coral cover due to anthropogenic influences. Coral restoration is addressing this decline by outplanting large volumes of corals onto reef systems. Understanding how outplanted corals react at a transcriptomic level to different outplant locations over time is important, as it will highlight how habitat affects the coral host and influences physiological measures. In this study, the transcriptomic dynamics of four genets of outplanted Acropora palmata were assessed over a year at three reef sites in the Florida Keys. Genet identity was more important than time of sampling or outplant site, with differing levels of baseline immune and protein production the key drivers. Once accounting for genet, enriched growth processes were identified in the winter, and increased survival and immune expression were found in the summer. The effect of the reef site was small, with hypothesized differences in autotrophic versus heterotrophic dependent on outplant depth. We hypothesize that genotype identity is an important consideration for reef restoration, as differing baseline gene expression could play a role in survivorship and growth. Additionally, outplanting during cooler winter months may be beneficial due to higher expression of growth processes, allowing establishment of outplants on the reef system.
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Affiliation(s)
- Benjamin D Young
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Miami, FL, USA.
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, FL, USA.
- Department of Marine Biology and Ecology, Rosenstiel School of Marine, Atmospheric and Earth Science, University of Miami, Miami, FL, USA.
| | - Dana E Williams
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Miami, FL, USA
- Southeast Fisheries Science Center, National Oceanic and Atmospheric Administration-National Marine Fisheries Service, Miami, FL, USA
| | - Allan J Bright
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Miami, FL, USA
- Southeast Fisheries Science Center, National Oceanic and Atmospheric Administration-National Marine Fisheries Service, Miami, FL, USA
| | - Annie Peterson
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Miami, FL, USA
- Southeast Fisheries Science Center, National Oceanic and Atmospheric Administration-National Marine Fisheries Service, Miami, FL, USA
| | - Nikki Traylor-Knowles
- Department of Marine Biology and Ecology, Rosenstiel School of Marine, Atmospheric and Earth Science, University of Miami, Miami, FL, USA
| | - Stephane M Rosales
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Miami, FL, USA
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, FL, USA
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Diaz de Villegas SC, Borbee EM, Abdelbaki PY, Fuess LE. Prior heat stress increases pathogen susceptibility in the model cnidarian Exaiptasia diaphana. Commun Biol 2024; 7:1328. [PMID: 39406834 PMCID: PMC11480339 DOI: 10.1038/s42003-024-07005-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 10/02/2024] [Indexed: 10/19/2024] Open
Abstract
Anthropogenic climate change has significantly altered terrestrial and marine ecosystems globally, often in the form of climate-related events such as thermal anomalies and disease outbreaks. Although the isolated effects of these stressors have been well documented, a growing body of literature suggests that stressors often interact, resulting in complex effects on ecosystems. This includes coral reefs where sequential associations between heat stress and disease have had profound impacts. Here we used the model cnidarian Exaiptasia diaphana to investigate mechanisms linking prior heat stress to increased disease susceptibility. We examined anemone pathogen susceptibility and physiology (symbiosis, immunity, and energetics) following recovery from heat stress. We observed significantly increased pathogen susceptibility in anemones previously exposed to heat stress. Notably, prior heat stress reduced anemone energetic reserves (carbohydrate concentration), and activity of multiple immune components. Minimal effects of prior heat stress on symbiont density were observed. Together, results suggest changes in energetic availability might have the strongest effect on pathogen susceptibility and immunity following heat stress. The results presented here provide critical insight regarding the interplay between heat stress recovery and pathogen susceptibility in cnidarians and are an important first step towards understanding temporal associations between these stressors.
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5
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Xu M, Cai Z, Cheng K, Chen G, Zhou J. Mitigation of Vibrio coralliilyticus-induced coral bleaching through bacterial dysbiosis prevention by Ruegeria profundi. Appl Environ Microbiol 2024; 90:e0227423. [PMID: 38470181 PMCID: PMC11022554 DOI: 10.1128/aem.02274-23] [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: 12/18/2023] [Accepted: 02/08/2024] [Indexed: 03/13/2024] Open
Abstract
Vibrio species are prevalent in ocean ecosystems, particularly Vibrio coralliilyticus, and pose a threat to corals and other marine organisms under global warming conditions. While microbiota manipulation is considered for coral disease management, understanding the role of commensal bacteria in stress resilience remains limited. Here, a single bacterial species (Ruegeria profundi) rather than a consortium of native was used to combat pathogenic V. coralliilyticus and protect corals from bleaching. R. profundi showed therapeutic activity in vivo, preventing a significant reduction in bacterial diversity in bleached corals. Notably, the structure of the bacterial community differed significantly among all the groups. In addition, compared with the bleached corals caused by V. coralliilyticus, the network analysis revealed that complex interactions and positive correlations in the bacterial community of the R. profundi protected non-bleached corals, indicating R. profundi's role in fostering synergistic associations. Many genera of bacteria significantly increased in abundance during V. coralliilyticus infection, including Vibrio, Alteromonas, Amphritea, and Nautella, contributing to the pathogenicity of the bacterial community. However, R. profundi effectively countered the proliferation of these genera, promoting potential probiotic Endozoicomonas and other taxa, while reducing the abundance of betaine lipids and the type VI section system of the bacterial community. These changes ultimately influenced the interactive relationships among symbionts and demonstrated that probiotic R. profundi intervention can modulate coral-associated bacterial community, alleviate pathogenic-induced dysbiosis, and preserve coral health. These findings elucidated the relationship between the behavior of the coral-associated bacterial community and the occurrence of pathological coral bleaching.IMPORTANCEChanges in the global climate and marine environment can influence coral host and pathogen repartition which refers to an increased likelihood of pathogen infection in hosts. The risk of Vibrio coralliilyticus-induced coral disease is significantly heightened, primarily due to its thermos-dependent expression of virulent and populations. This study investigates how coral-associated bacterial communities respond to bleaching induced by V. coralliilyticus. Our findings demonstrate that Ruegeria profundi exhibits clear evidence of defense against pathogenic bacterial infection, contributing to the maintenance of host health and symbiont homeostasis. This observation suggests that bacterial pathogens could cause dysbiosis in coral holobionts. Probiotic bacteria display an essential capability in restructuring and manipulating coral-associated bacterial communities. This restructuring effectively reduces bacterial community virulence and enhances the pathogenic resistance of holobionts. The study provides valuable insights into the correlation between the health status of corals and how coral-associated bacterial communities may respond to both pathogens and probiotics.
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Affiliation(s)
- Meiting Xu
- School of Environment, Harbin Institute of Technology, Harbin, China
- School of Marine Science and Technology, Harbin Institute of Technology (Weihai), Weihai, China
| | - Zhonghua Cai
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
| | - Keke Cheng
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
| | - Guofu Chen
- School of Environment, Harbin Institute of Technology, Harbin, China
- School of Marine Science and Technology, Harbin Institute of Technology (Weihai), Weihai, China
| | - Jin Zhou
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
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6
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Villafranca N, Changsut I, Diaz de Villegas S, Womack H, Fuess LE. Characterization of trade-offs between immunity and reproduction in the coral species Astrangia poculata. PeerJ 2023; 11:e16586. [PMID: 38077420 PMCID: PMC10702360 DOI: 10.7717/peerj.16586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 11/14/2023] [Indexed: 12/18/2023] Open
Abstract
Background Living organisms face ubiquitous pathogenic threats and have consequently evolved immune systems to protect against potential invaders. However, many components of the immune system are physiologically costly to maintain and engage, often drawing resources away from other organismal processes such as growth and reproduction. Evidence from a diversity of systems has demonstrated that organisms use complex resource allocation mechanisms to manage competing needs and optimize fitness. However, understanding of resource allocation patterns is limited across taxa. Cnidarians, which include ecologically important organisms like hard corals, have been historically understudied in the context of resource allocations. Improving understanding of resource allocation-associated trade-offs in cnidarians is critical for understanding future ecological dynamics in the face of rapid environmental change. Methods Here, we characterize trade-offs between constitutive immunity and reproduction in the facultatively symbiotic coral Astrangia poculata. Male colonies underwent ex situ spawning and sperm density was quantified. We then examined the effects of variable symbiont density and energetic budget on physiological traits, including immune activity and reproductive investment. Furthermore, we tested for potential trade-offs between immune activity and reproductive investment. Results We found limited associations between energetic budget and immune metrics; melanin production was significantly positively associated with carbohydrate concentration. However, we failed to document any associations between immunity and reproductive output which would be indicative of trade-offs, possibly due to experimental limitations. Our results provide a preliminary framework for future studies investigating immune trade-offs in cnidarians.
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Affiliation(s)
- Natalie Villafranca
- Department of Biology, Texas State University, San Marcos, TX, United States
| | - Isabella Changsut
- Department of Biology, Texas State University, San Marcos, TX, United States
| | | | - Haley Womack
- Department of Biology, Texas State University, San Marcos, TX, United States
| | - Lauren E. Fuess
- Department of Biology, Texas State University, San Marcos, TX, United States
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Greene A, Moriarty T, Leggatt W, Ainsworth TD, Donahue MJ, Raymundo L. Spatial extent of dysbiosis in the branching coral Pocillopora damicornis during an acute disease outbreak. Sci Rep 2023; 13:16522. [PMID: 37783737 PMCID: PMC10545779 DOI: 10.1038/s41598-023-43490-3] [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: 06/14/2023] [Accepted: 09/25/2023] [Indexed: 10/04/2023] Open
Abstract
Globally, coral reefs face increasing disease prevalence and large-scale outbreak events. These outbreaks offer insights into microbial and functional patterns of coral disease, including early indicators of disease that may be present in visually-healthy tissues. Outbreak events also allow investigation of how reef-building corals, typically colonial organisms, respond to disease. We studied Pocillopora damicornis during an acute tissue loss disease outbreak on Guam to determine whether dysbiosis was present in visually-healthy tissues ahead of advancing disease lesions. These data reveal that coral fragments with visual evidence of disease are expectedly dysbiotic with high microbial and metabolomic variability. However, visually-healthy tissues from the same colonies lacked dysbiosis, suggesting disease containment near the affected area. These results challenge the idea of using broad dysbiosis as a pre-visual disease indicator and prompt reevaluation of disease assessment in colonial organisms such as reef-building corals.
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Affiliation(s)
- Austin Greene
- University of Hawai'i at Mānoa, Honolulu, USA.
- Hawai'i Institute of Marine Biology, Kāne'Ohe, HI, USA.
- Woods Hole Oceanographic Institution, Woods Hole, USA.
| | | | | | | | - Megan J Donahue
- University of Hawai'i at Mānoa, Honolulu, USA
- Hawai'i Institute of Marine Biology, Kāne'Ohe, HI, USA
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Hawthorn A, Berzins IK, Dennis MM, Kiupel M, Newton AL, Peters EC, Reyes VA, Work TM. An introduction to lesions and histology of scleractinian corals. Vet Pathol 2023; 60:529-546. [PMID: 37519147 DOI: 10.1177/03009858231189289] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Stony corals (Scleractinia) are in the Phylum Cnidaria (cnidae referring to various types of stinging cells). They may be solitary or colonial, but all secrete an external, supporting aragonite skeleton. Large, colonial members of this phylum are responsible for the accretion of coral reefs in tropical and subtropical waters that form the foundations of the most biodiverse marine ecosystems. Coral reefs worldwide, but particularly in the Caribbean, are experiencing unprecedented levels of disease, resulting in reef degradation. Most coral diseases remain poorly described and lack clear case definitions, while the etiologies and pathogenesis are even more elusive. This introductory guide is focused on reef-building corals and describes basic gross and microscopic lesions in these corals in order to serve as an invitation to other veterinary pathologists to play a critical role in defining and advancing the field of coral pathology.
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Affiliation(s)
- Aine Hawthorn
- University of Wisconsin-Madison, Madison, WI
- U.S. Geological Survey, Seattle, WA
| | - Ilze K Berzins
- University of Florida, Gainesville, FL
- One Water, One Health, LLC, Golden Valley, MN
| | | | | | - Alisa L Newton
- ZooQuatic Laboratory, LLC, Baltimore, MD
- OCEARCH, Park City, UT
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Schul MD, Anastasious DE, Spiers LJ, Meyer JL, Frazer TK, Brown AL. Concordance of microbial and visual health indicators of white-band disease in nursery reared Caribbean coral Acropora cervicornis. PeerJ 2023; 11:e15170. [PMID: 37361046 PMCID: PMC10290447 DOI: 10.7717/peerj.15170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 03/13/2023] [Indexed: 06/28/2023] Open
Abstract
Background Coral diseases are one of the leading causes of declines in coral populations. In the Caribbean, white band disease (WBD) has led to a substantial loss of Acropora corals. Although the etiologies of this disease have not been well described, characterizing the coral microbiome during the transition from a healthy to diseased state is critical for understanding disease progression. Coral nurseries provide unique opportunities to further understand the microbial changes associated with diseased and healthy corals, because corals are monitored over time. We characterized the microbiomes before and during an outbreak of WBD in Acropora cervicornis reared in an ocean nursery in Little Cayman, CI. We asked (1) do healthy corals show the same microbiome over time (before and during a disease outbreak) and (2) are there disease signatures on both lesioned and apparently healthy tissues on diseased coral colonies? Methods Microbial mucus-tissue slurries were collected from healthy coral colonies in 2017 (before the disease) and 2019 (during the disease onset). Diseased colonies were sampled at two separate locations on an individual coral colony: at the interface of Disease and ∼10 cm away on Apparently Healthy coral tissue. We sequenced the V4 region of the 16S rRNA gene to characterize bacterial and archaeal community composition in nursery-reared A. cervicornis. We assessed alpha diversity, beta diversity, and compositional differences to determine differences in microbial assemblages across health states (2019) and healthy corals between years (2017 and 2019). Results Microbial communities from healthy A. cervicornis from 2017 (before disease) and 2019 (after disease) did not differ significantly. Additionally, microbial communities from Apparently Healthy samples on an otherwise diseased coral colony were more similar to Healthy colonies than to the diseased portion on the same colony for both alpha diversity and community composition. Microbial communities from Diseased tissues had significantly higher alpha diversity than both Healthy and Apparently Healthy tissues but showed no significant difference in beta-diversity dispersion. Our results show that at the population scale, Healthy and Apparently Healthy coral tissues are distinct from microbial communities associated with Diseased tissues. Furthermore, our results suggest stability in Little Cayman nursery coral microbiomes over time. We show healthy Caymanian nursery corals had a stable microbiome over a two-year period, an important benchmark for evaluating coral health via their microbiome.
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Affiliation(s)
- Monica D. Schul
- Department of Soil, Water, and Ecosystem Sciences, University of Florida, Gainesville, FL, United States of America
| | - Dagny-Elise Anastasious
- Little Cayman Research Center, Central Caribbean Marine Institute, Little Cayman, Cayman Islands
| | - Lindsay J. Spiers
- School of Fisheries, University of Florida, Gainesville, FL, United States of America
- Fish & Wildlife Research Institute, Florida Fish & Wildlife Conservation Commission, Marathon, FL, United States of America
| | - Julie L. Meyer
- Department of Soil, Water, and Ecosystem Sciences, University of Florida, Gainesville, FL, United States of America
| | - Thomas K. Frazer
- College of Marine Science, University of South Florida, St. Petersburg, FL, United States of America
| | - Anya L. Brown
- School of Natural Resources and Environment, University of Florida, Gainesville, FL, United States of America
- Bodega Marine Lab, Department of Evolution and Ecology, University of California, Davis, Bodega Bay, CA, United States of America
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Young BD, Rosales SM, Enochs IC, Kolodziej G, Formel N, Moura A, D'Alonso GL, Traylor-Knowles N. Different disease inoculations cause common responses of the host immune system and prokaryotic component of the microbiome in Acropora palmata. PLoS One 2023; 18:e0286293. [PMID: 37228141 DOI: 10.1371/journal.pone.0286293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 05/12/2023] [Indexed: 05/27/2023] Open
Abstract
Reef-building corals contain a complex consortium of organisms, a holobiont, which responds dynamically to disease, making pathogen identification difficult. While coral transcriptomics and microbiome communities have previously been characterized, similarities and differences in their responses to different pathogenic sources has not yet been assessed. In this study, we inoculated four genets of the Caribbean branching coral Acropora palmata with a known coral pathogen (Serratia marcescens) and white band disease. We then characterized the coral's transcriptomic and prokaryotic microbiomes' (prokaryiome) responses to the disease inoculations, as well as how these responses were affected by a short-term heat stress prior to disease inoculation. We found strong commonality in both the transcriptomic and prokaryiomes responses, regardless of disease inoculation. Differences, however, were observed between inoculated corals that either remained healthy or developed active disease signs. Transcriptomic co-expression analysis identified that corals inoculated with disease increased gene expression of immune, wound healing, and fatty acid metabolic processes. Co-abundance analysis of the prokaryiome identified sets of both healthy-and-disease-state bacteria, while co-expression analysis of the prokaryiomes' inferred metagenomic function revealed infected corals' prokaryiomes shifted from free-living to biofilm states, as well as increasing metabolic processes. The short-term heat stress did not increase disease susceptibility for any of the four genets with any of the disease inoculations, and there was only a weak effect captured in the coral hosts' transcriptomic and prokaryiomes response. Genet identity, however, was a major driver of the transcriptomic variance, primarily due to differences in baseline immune gene expression. Despite genotypic differences in baseline gene expression, we have identified a common response for components of the coral holobiont to different disease inoculations. This work has identified genes and prokaryiome members that can be focused on for future coral disease work, specifically, putative disease diagnostic tools.
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Affiliation(s)
- Benjamin D Young
- Department of Marine Biology and Ecology, Rosenstiel School of Marine, Atmospheric and Earth Science, University of Miami, Miami, Florida, United States of America
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine Atmospheric, and Earth Science, University of Miami, Miami, Florida, United States of America
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, Florida, United States of America
| | - Stephanie M Rosales
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine Atmospheric, and Earth Science, University of Miami, Miami, Florida, United States of America
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, Florida, United States of America
| | - Ian C Enochs
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, Florida, United States of America
| | - Graham Kolodziej
- Cooperative Institute of Marine and Atmospheric Science, Rosenstiel School of Marine Atmospheric, and Earth Science, University of Miami, Miami, Florida, United States of America
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, Miami, Florida, United States of America
| | - Nathan Formel
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, United States of America
| | - Amelia Moura
- Coral Restoration Foundation, Tavernier, Florida, United States of America
| | | | - Nikki Traylor-Knowles
- Department of Marine Biology and Ecology, Rosenstiel School of Marine, Atmospheric and Earth Science, University of Miami, Miami, Florida, United States of America
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Klinges JG, Patel SH, Duke WC, Muller EM, Vega Thurber RL. Microbiomes of a disease-resistant genotype of Acropora cervicornis are resistant to acute, but not chronic, nutrient enrichment. Sci Rep 2023; 13:3617. [PMID: 36869057 PMCID: PMC9984465 DOI: 10.1038/s41598-023-30615-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 02/27/2023] [Indexed: 03/05/2023] Open
Abstract
Chronically high levels of inorganic nutrients have been documented in Florida's coral reefs and are linked to increased prevalence and severity of coral bleaching and disease. Naturally disease-resistant genotypes of the staghorn coral Acropora cervicornis are rare, and it is unknown whether prolonged exposure to acute or chronic high nutrient levels will reduce the disease tolerance of these genotypes. Recently, the relative abundance of the bacterial genus Aquarickettsia was identified as a significant indicator of disease susceptibility in A. cervicornis, and the abundance of this bacterial species was previously found to increase under chronic and acute nutrient enrichment. We therefore examined the impact of common constituents of nutrient pollution (phosphate, nitrate, and ammonium) on microbial community structure in a disease-resistant genotype with naturally low abundances of Aquarickettsia. We found that although this putative parasite responded positively to nutrient enrichment in a disease-resistant host, relative abundances remained low (< 0.5%). Further, while microbial diversity was not altered significantly after 3 weeks of nutrient enrichment, 6 weeks of enrichment was sufficient to shift microbiome diversity and composition. Coral growth rates were also reduced by 6 weeks of nitrate treatment compared to untreated conditions. Together these data suggest that the microbiomes of disease-resistant A. cervicornis may be initially resistant to shifts in microbial community structure, but succumb to compositional and diversity alterations after more sustained environmental pressure. As the maintenance of disease-resistant genotypes is critical for coral population management and restoration, a complete understanding of how these genotypes respond to environmental stressors is necessary to predict their longevity.
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Affiliation(s)
- J Grace Klinges
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA.
- Mote Marine Laboratory International Center for Coral Reef Research and Restoration, 24244 Overseas Hwy, Summerland Key, FL, 33042, USA.
| | - Shalvi H Patel
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
| | - William C Duke
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
| | - Erinn M Muller
- Mote Marine Laboratory International Center for Coral Reef Research and Restoration, 24244 Overseas Hwy, Summerland Key, FL, 33042, USA
- Mote Marine Laboratory, 1600 Ken Thompson Pkwy, Sarasota, FL, 34236, USA
| | - Rebecca L Vega Thurber
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
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12
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Brown AL, Anastasiou DE, Schul M, MacVittie S, Spiers LJ, Meyer JL, Manfrino C, Frazer TK. Mixtures of genotypes increase disease resistance in a coral nursery. Sci Rep 2022; 12:19286. [PMID: 36369337 PMCID: PMC9652365 DOI: 10.1038/s41598-022-23457-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 10/31/2022] [Indexed: 11/13/2022] Open
Abstract
Marine infectious diseases are a leading cause of population declines globally due, in large part, to challenges in diagnosis and limited treatment options. Mitigating disease spread is particularly important for species targeted for conservation. In some systems, strategic arrangement of organisms in space can constrain disease outbreaks, however, this approach has not been used in marine restoration. Reef building corals have been particularly devastated by disease and continue to experience catastrophic population declines. We show that mixtures of genotypes (i.e., diversity) increased disease resistance in the critically endangered Acropora cervicornis, a species that is frequently targeted for restoration of degraded reefs in the broader Caribbean region. This finding suggests a more generalized relationship between diversity and disease and offers a viable strategy for mitigating the spread of infectious diseases in corals that likely applies to other foundation species targeted for restoration.
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Affiliation(s)
- Anya L. Brown
- grid.15276.370000 0004 1936 8091School of Natural Resources and Environment, University of Florida, Gainesville, FL 32611 USA ,grid.27860.3b0000 0004 1936 9684Present Address: Department of Evolution and Ecology & Bodega Marine Lab, University of California, Davis, Bodega Bay, CA 94923 USA
| | - Dagny-Elise Anastasiou
- Central Caribbean Marine Institute, N Coast Road E, Box 37, Little Cayman, KY3-2501 Cayman Islands
| | - Monica Schul
- grid.15276.370000 0004 1936 8091Department of Soil, Water, and Ecosystem Sciences, University of Florida, Gainesville, FL 32611 USA
| | - Sophia MacVittie
- Central Caribbean Marine Institute, N Coast Road E, Box 37, Little Cayman, KY3-2501 Cayman Islands ,grid.266096.d0000 0001 0049 1282Department of Molecular Cell Biology, University of California, Merced, Merced, CA USA
| | - Lindsay J. Spiers
- grid.15276.370000 0004 1936 8091Department of Fisheries and Aquatic Sciences, University of Florida, Gainesville, FL 32611 USA ,grid.427218.a0000 0001 0556 4516Florida Fish & Wildlife Conservation Commission, Fish & Wildlife Research Institute, Marathon, FL USA
| | - Julie L. Meyer
- grid.15276.370000 0004 1936 8091Department of Soil, Water, and Ecosystem Sciences, University of Florida, Gainesville, FL 32611 USA
| | - Carrie Manfrino
- Central Caribbean Marine Institute, N Coast Road E, Box 37, Little Cayman, KY3-2501 Cayman Islands
| | - Thomas K. Frazer
- grid.170693.a0000 0001 2353 285XCollege of Marine Science, University of South Florida, St. Petersburg, FL 33701 USA
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13
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Rich LP, Arnot C, Dennis MM. Pathology of growth anomalies in massive Caribbean corals of the family Faviidae. Vet Pathol 2021; 58:1119-1130. [PMID: 34114529 DOI: 10.1177/03009858211020675] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Growth anomalies (GAs) are a morphologically diverse and poorly understood group of lesions affecting corals. The aim of this study was to describe the prevalence and morphology of GAs affecting the faviid corals Diploria labyrinthiformis, Pseudodiploria strigosa, Psudodiploria clivosa, and Colpophyillia natans on St. Kitts. Three gross morphological variants of GAs (exophytic, nodular, and ruminate) were equally prevalent, together affecting 7.8% of corals surveyed across 5 reefs. Prevalence varied by reef and coral species, being highest in C. natans (35.7%). Median colony diameter was larger in corals with GAs relative to those without (Mann-Whitney U test, P < .001). Histopathological examination of exophytic GAs consistently showed corallite and polyp gigantism (n = 7), characterized by polyp enlargement and retained microanatomical structures. In contrast, nodular GAs (n = 9) were consistently hyperplasia of the basal body wall with skeletal dystrophy, composed of micronodular skeletal deposits with abundant hyaline lamellae, bordered by calicoblastic epithelial hyperplasia, interspersed with distorted gastrovascular canals and islands of mesoglea. Endolithic organisms, particularly fungi and algae, were common among GA and apparently healthy biopsies. While pathogenesis of these lesions remains uncertain, a neoplastic basis for GAs on Caribbean faviids could not be established using diagnostic criteria conventionally applied to tumors of vertebrate taxa, in line with other recent observations of coral GAs.
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Affiliation(s)
- Louis Pierre Rich
- 96722University of Miami, Miami, FL, USA.,Ross University, St. Kitts, West Indies
| | | | - Michelle M Dennis
- Ross University, St. Kitts, West Indies.,4292University of Tennessee, Knoxville, TN, USA
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14
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Kuffner IB, Stathakopoulos A, Toth LT, Bartlett LA. Reestablishing a stepping-stone population of the threatened elkhorn coral Acropora palmata to aid regional recovery. ENDANGER SPECIES RES 2020. [DOI: 10.3354/esr01083] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Recovery of the elkhorn coral Acropora palmata is critical to reversing coral reef ecosystem collapse in the western Atlantic, but the species is severely threatened. To gauge potential for the species’ restoration in Florida, USA, we conducted an assisted migration experiment where 50 coral fragments of 5 nursery-raised genetic strains (genets) from the upper Florida Keys were moved to 5 sites across 350 km of the offshore reef. Additionally, 4 fragments from the 1 remaining colony of A. palmata in Dry Tortugas National Park (DRTO) were added to the 2 DRTO experimental sites to test for local adaptation. To measure coral performance, we tracked coral survival, calcification, growth, and condition from May 2018 to October 2019. All 24 corals relocated to the DRTO sites survived and calcified ~85% faster than the fewer surviving corals transplanted to the 2 upper Keys sites. While coral survival across the entire experiment did not depend on genet, there was a weak but statistically significant genetic effect on calcification rate among the corals relocated to DRTO. The DRTO native genet was among the fastest growing genets, but it was not the fastest, suggesting a lack of local adaptation at this scale. Our results indicate that DRTO, a remote reef system inhabited by the species during the Holocene and located at the nexus of major ocean currents, may be a prime location for reestablishing A. palmata. Assisted migration of A. palmata to DRTO could restore a sexually reproducing population in <10 yr, thereby promoting the species’ regional recovery.
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Affiliation(s)
- IB Kuffner
- US Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, Florida 33701, USA
| | - A Stathakopoulos
- US Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, Florida 33701, USA
| | - LT Toth
- US Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, Florida 33701, USA
| | - LA Bartlett
- Contracted by Cherokee Nation Technologies to US Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, Florida 33701, USA
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15
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Young BD, Serrano XM, Rosales SM, Miller MW, Williams D, Traylor-Knowles N. Innate immune gene expression in Acropora palmata is consistent despite variance in yearly disease events. PLoS One 2020; 15:e0228514. [PMID: 33091033 PMCID: PMC7580945 DOI: 10.1371/journal.pone.0228514] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 09/28/2020] [Indexed: 12/20/2022] Open
Abstract
Coral disease outbreaks are expected to increase in prevalence, frequency and severity due to climate change and other anthropogenic stressors. This is especially worrying for the Caribbean branching coral Acropora palmata which has already seen an 80% decrease in cover primarily due to disease. Despite the importance of this keystone species, there has yet to be a characterization of its transcriptomic response to disease exposure. In this study we provide the first transcriptomic analysis of 12 A. palmata genotypes and their symbiont Symbiodiniaceae exposed to disease in 2016 and 2017. Year was the primary driver of gene expression variance for A. palmata and the Symbiodiniaceae. We hypothesize that lower expression of ribosomal genes in the coral, and higher expression of transmembrane ion transport genes in the Symbiodiniaceae indicate that a compensation or dysbiosis may be occurring between host and symbiont. Disease response was the second driver of gene expression variance for A. palmata and included a core set of 422 genes that were significantly differentially expressed. Of these, 2 genes (a predicted cyclin-dependent kinase 11b and aspartate 1-decarboxylase) showed negative Log2 fold changes in corals showing transmission of disease, and positive Log2 fold changes in corals showing no transmission of disease, indicating that these may be important in disease resistance. Co-expression analysis identified two modules positively correlated to disease exposure, one enriched for lipid biosynthesis genes, and the other enriched in innate immune genes. The hub gene in the immune module was identified as D-amino acid oxidase, a gene implicated in phagocytosis and microbiome homeostasis. The role of D-amino acid oxidase in coral immunity has not been characterized but could be an important enzyme for responding to disease. Our results indicate that A. palmata mounts a core immune response to disease exposure despite differences in the disease type and virulence between 2016 and 2017. These identified genes may be important for future biomarker development in this Caribbean keystone species.
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Affiliation(s)
- Benjamin D. Young
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL, United States of America
| | - Xaymara M. Serrano
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanographic and Atmospheric Administration, Miami, Florida, United States of America
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, United States of America
| | - Stephanie M. Rosales
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, United States of America
| | - Margaret W. Miller
- Southeast Fisheries Science Center, NOAA-National Marine Fisheries Service, Miami, FL, United States of America
- SECORE International, Miami, FL, United States of America
| | - Dana Williams
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, United States of America
- Southeast Fisheries Science Center, NOAA-National Marine Fisheries Service, Miami, FL, United States of America
| | - Nikki Traylor-Knowles
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL, United States of America
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16
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Miller N, Maneval P, Manfrino C, Frazer TK, Meyer JL. Spatial distribution of microbial communities among colonies and genotypes in nursery-reared Acropora cervicornis. PeerJ 2020; 8:e9635. [PMID: 32913671 PMCID: PMC7456258 DOI: 10.7717/peerj.9635] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 07/09/2020] [Indexed: 12/13/2022] Open
Abstract
Background The architecturally important coral species Acropora cervicornis and A. palmata were historically common in the Caribbean, but have declined precipitously since the early 1980s. Substantial resources are currently being dedicated to coral gardening and the subsequent outplanting of asexually reproduced colonies of Acropora, activities that provide abundant biomass for both restoration efforts and for experimental studies to better understand the ecology of these critically endangered coral species. Methods We characterized the bacterial and archaeal community composition of A. cervicornis corals in a Caribbean nursery to determine the heterogeneity of the microbiome within and among colonies. Samples were taken from three distinct locations (basal branch, intermediate branch, and branch tip) from colonies of three different coral genotypes. Results Overall, microbial community composition was similar among colonies due to high relative abundances of the Rickettsiales genus MD3-55 (Candidatus Aquarickettsia) in nearly all samples. While microbial communities were not different among locations within the same colony, they were significantly different between coral genotypes. These findings suggest that sampling from any one location on a coral host is likely to provide a representative sample of the microbial community for the entire colony. Our results also suggest that subtle differences in microbiome composition may be influenced by the coral host, where different coral genotypes host slightly different microbiomes. Finally, this study provides baseline data for future studies seeking to understand the microbiome of nursery-reared A. cervicornis and its roles in coral health, adaptability, and resilience.
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Affiliation(s)
- Nicole Miller
- School of Natural Resources and Environment, University of Florida, Gainesville, FL, United States of America
| | - Paul Maneval
- School of Natural Resources and Environment, University of Florida, Gainesville, FL, United States of America.,Little Cayman Research Center, Central Caribbean Marine Institute, Little Cayman, Cayman Islands
| | - Carrie Manfrino
- Little Cayman Research Center, Central Caribbean Marine Institute, Little Cayman, Cayman Islands
| | - Thomas K Frazer
- School of Natural Resources and Environment, University of Florida, Gainesville, FL, United States of America
| | - Julie L Meyer
- Soil and Water Sciences Department, Genetics Institute, University of Florida, Gainesville, FL, United States of America
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17
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Rosales SM, Miller MW, Williams DE, Traylor-Knowles N, Young B, Serrano XM. Microbiome differences in disease-resistant vs. susceptible Acropora corals subjected to disease challenge assays. Sci Rep 2019; 9:18279. [PMID: 31797896 PMCID: PMC6892807 DOI: 10.1038/s41598-019-54855-y] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 11/07/2019] [Indexed: 12/17/2022] Open
Abstract
In recent decades coral gardening has become increasingly popular to restore degraded reef ecosystems. However, the growth and survivorship of nursery-reared outplanted corals are highly variable. Scientists are trying to identify genotypes that show signs of disease resistance and leverage these genotypes in restoring more resilient populations. In a previous study, a field disease grafting assay was conducted on nursery-reared Acropora cervicornis and Acropora palmata to quantify relative disease susceptibility. In this study, we further evaluate this field assay by investigating putative disease-causing agents and the microbiome of corals with disease-resistant phenotypes. We conducted 16S rRNA gene high-throughput sequencing on A. cervicornis and A. palmata that were grafted (inoculated) with a diseased A. cervicornis fragment. We found that independent of health state, A. cervicornis and A. palmata had distinct alpha and beta diversity patterns from one another and distinct dominant bacteria. In addition, despite different microbiome patterns between both inoculated coral species, the genus Sphingomonadaceae was significantly found in both diseased coral species. Additionally, a core bacteria member from the order Myxococcales was found at relatively higher abundances in corals with lower rates of disease development following grafting. In all, we identified Sphingomonadaceae as a putative coral pathogen and a bacterium from the order Myxococcales associated with corals that showed disease resistant phenotypes.
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Affiliation(s)
- Stephanie M Rosales
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanographic and Atmospheric Administration, Miami, Florida, USA.
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, USA.
| | - Margaret W Miller
- SECORE International, Miami, FL, 33145, USA
- Southeast Fisheries Science Center, NOAA-National Marine Fisheries Service, Miami, FL, USA
| | - Dana E Williams
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, USA
- Southeast Fisheries Science Center, NOAA-National Marine Fisheries Service, Miami, FL, USA
| | - Nikki Traylor-Knowles
- University of Miami, Rosenstiel School of Marine and Atmospheric Sciences, Miami, USA
| | - Benjamin Young
- University of Miami, Rosenstiel School of Marine and Atmospheric Sciences, Miami, USA
| | - Xaymara M Serrano
- Atlantic Oceanographic and Meteorological Laboratory, National Oceanographic and Atmospheric Administration, Miami, Florida, USA
- Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida, USA
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