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Guillaume AS, Ferrari R, Selmoni O, Mocellin VJL, Denis H, Naugle M, Howells E, Bay LK, Joost S. Harnessing Multiscale Topographic Environmental Variables for Regional Coral Species Distribution Models. Ecol Evol 2025; 15:e71292. [PMID: 40270802 PMCID: PMC12017900 DOI: 10.1002/ece3.71292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 03/27/2025] [Accepted: 04/02/2025] [Indexed: 04/25/2025] Open
Abstract
Effective biodiversity conservation requires knowledge of species' distributions across large areas, yet prevalence data for marine sessile species is scarce, with traditional variables often unavailable at appropriate temporal and spatial resolutions. As marine organism distributions generally depend on terrain heterogeneity, topographic variables derived from digital elevation models (DEMs) can be useful proxies in ecological modelling, given appropriate spatial resolutions. Here, we use three reef-building Acropora coral species across the Great Barrier Reef, Australia, in a case study to (1) assess high-resolution bathymetry DEM sources for accuracy, (2) harness their derived topographic variables for regional coral species distribution models (SDMs), and (3) develop a transferable framework to produce, select and integrate multi-resolution variables into marine spatial models. For this, we obtained and processed three distinct bathymetric digital depth models that we treat as DEMs, which are available across the GBR extent: (i) Allen Coral Atlas (ACA) at 10 m, (ii) DeepReef at 30 m and (iii) DeepReef at 100 m. We generalised the three DEMs to multiple nested spatial resolutions (15 m-120 m) and derived the same eight topographic variables to assess SDM sensitivity to bathymetry source and spatial resolution. The ACA and DeepReef DEMs shared similar vertical accuracies, each producing topographic variables relevant to marine SDMs. Slope and vector ruggedness measure (VRM), capturing hydrodynamic movement and shelter or exposure, were the most relevant variables in SDMs of all three species. Interestingly, variables at the finest resolution (15 m) were not always the most relevant for producing accurate coral SDMs, with optimal resolutions between 15 and 60 m depending on the variable type and species. Using multi-resolution topographic variables in SDMs provided nuanced insights into the multiscale drivers of regional coral distributions. Drawing from this case study, we provide a practical and transferable framework to facilitate the adoption of multiscale SDMs for better-informed conservation and management planning.
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Affiliation(s)
- Annie S. Guillaume
- Geospatial Molecular Epidemiology Group (GEOME), Laboratory for Biological Geochemistry (LGB)École Polytechnique Fédérale de Lausanne (EPFL)LausanneSwitzerland
| | - Renata Ferrari
- Australian Institute of Marine ScienceTownsvilleQueenslandAustralia
| | - Oliver Selmoni
- Department of EmbryologyCarnegie Institution for ScienceBaltimoreMarylandUSA
- Department of Plant BiologyCarnegie Institution for ScienceStanfordCaliforniaUSA
| | | | - Hugo Denis
- UMR250/9220 ENTROPIE (IRD‐CNRS‐UR‐IFREMER‐UNC)Noumea CedexNew CaledoniaFrance
- ED 129, SU Sorbonne UniversitéParisFrance
- National Marine Science Centre, Faculty of Science and EngineeringSouthern Cross UniversityCoffs HarbourNew South WalesAustralia
| | - Melissa Naugle
- National Marine Science Centre, Faculty of Science and EngineeringSouthern Cross UniversityCoffs HarbourNew South WalesAustralia
| | - Emily Howells
- National Marine Science Centre, Faculty of Science and EngineeringSouthern Cross UniversityCoffs HarbourNew South WalesAustralia
| | - Line K. Bay
- Australian Institute of Marine ScienceTownsvilleQueenslandAustralia
| | - Stéphane Joost
- Geospatial Molecular Epidemiology Group (GEOME), Laboratory for Biological Geochemistry (LGB)École Polytechnique Fédérale de Lausanne (EPFL)LausanneSwitzerland
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2
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Cabacungan GN, Waduwara Kankanamalage TN, Azam AF, Collins MR, Arratia AR, Gutting AN, Matz MV, Black KL. Cryptic coral community composition across environmental gradients. PLoS One 2025; 20:e0318653. [PMID: 39913472 PMCID: PMC11801642 DOI: 10.1371/journal.pone.0318653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 01/20/2025] [Indexed: 02/09/2025] Open
Abstract
Cryptic genetic variation is increasingly being identified in numerous coral species, with prior research indicating that different cryptic genetic lineages can exhibit varied responses to environmental changes. This suggests a potential link between cryptic coral lineages and local environmental conditions. In this study, we investigate how communities of cryptic coral lineages vary along environmental gradients. We began by identifying cryptic genetic lineages within six coral species sampled around St. Croix, USVI based on 2b-RAD sequencing data. We then analyzed associations between the distributions of cryptic lineages across the six coral species (i.e., "cryptic coral community composition") and ecoregions, or geographically distinct environmental conditions. Our findings show that depth is a more significant predictor of community composition than ecoregions and is the most influential factor among the 40 abiotic variables that characterize ecoregions. These results imply that cryptic coral communities are influenced by both depth and local environmental conditions, although the exact environmental factors driving these patterns remain unknown. Understanding community turnover across a seascape is important to consider when outplanting corals to restore a reef, as locally-adapted lineages may have differential fitness in different environmental conditions.
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Affiliation(s)
- Gia N. Cabacungan
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, United States of America
| | | | - Amilah F. Azam
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, United States of America
| | - Madeleine R. Collins
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, United States of America
| | - Abigail R. Arratia
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, United States of America
| | - Alexandra N. Gutting
- The Nature Conservancy, St. Croix, U.S. Virgin Islands, United States of America
| | - Mikhail V. Matz
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, United States of America
| | - Kristina L. Black
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, United States of America
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3
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Black KL, Bay LK, Matz MV. A Genetic Variant of Delta-9 Desaturase Is Associated With Latitudinal Adaptation in a Coral from the Great Barrier Reef. Mol Ecol 2025; 34:e17634. [PMID: 39717908 DOI: 10.1111/mec.17634] [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: 01/25/2024] [Revised: 09/06/2024] [Accepted: 12/16/2024] [Indexed: 12/25/2024]
Abstract
Coral populations across the Great Barrier Reef (GBR) could rapidly adapt to the warming climate if they have standing genetic variation for thermal tolerance. Here, we describe a locus likely involved in latitudinal adaptation of Acropora millepora. This locus shows a steep latitudinal gradient of derived allele frequency increasing at higher latitudes, and harbours a cluster of eight tandemly repeated Δ9-desaturase genes adjacent to a region in the genome where a hard selective sweep likely occurred. In colonies reciprocally transplanted across 4.5° of latitude, the expression of Δ9-desaturase is upregulated at the high-latitude reef. Furthermore, corals from the low-latitude reef bearing the derived Δ9-desaturase allele express the gene more and grow faster than their peers when transplanted to the high-latitude reef. In other organisms ranging from bacteria to fish, Δ9-desaturase is upregulated under cold conditions to adjust membrane fluidity by introducing double bonds into fatty acid chains of membrane lipids. It is therefore plausible that the signal of latitudinal adaptation at the Δ9-desaturase locus is due to its involvement in adaptation to cooler temperatures at higher latitudes.
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Affiliation(s)
- Kristina L Black
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
| | - Line K Bay
- Reef Recovery, Adaptation, and Restoration, Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Mikhail V Matz
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
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4
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Baquiran JIP, Quijano JB, van Oppen MJH, Cabaitan PC, Harrison PL, Conaco C. Microbiome Stability Is Linked to Acropora Coral Thermotolerance in Northwestern Philippines. Environ Microbiol 2025; 27:e70041. [PMID: 39887906 DOI: 10.1111/1462-2920.70041] [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: 10/03/2024] [Revised: 12/11/2024] [Accepted: 01/09/2025] [Indexed: 02/01/2025]
Abstract
Corals associate with a diverse community of prokaryotic symbionts that provide nutrition, antioxidants and other protective compounds to their host. However, the influence of microbes on coral thermotolerance remains understudied. Here, we examined the prokaryotic microbial communities associated with colonies of Acropora cf. tenuis that exhibit high or low thermotolerance upon exposure to 33°C (heated) relative to 29°C (control). Using 16S rRNA sequencing, we show that the microbial community structure of all A. cf. tenuis colonies was similar to each other at control temperature. Thermotolerant colonies, however, had relatively greater abundance of Endozoicomonas, Arcobacter, Bifidobacterium and Lactobacillus. At elevated temperature, only thermosensitive colonies showed a distinct shift in their microbiome, with an increase in Flavobacteriales, Rhodobacteraceae and Vibrio, accompanying a marked bleaching response. Functional prediction indicated that prokaryotic communities associated with thermotolerant corals were enriched for genes related to metabolism, while microbiomes of thermosensitive colonies were enriched for cell motility and antibiotic compound synthesis. These differences may contribute to the variable performance of thermotolerant and thermosensitive corals under thermal stress. Identification of microbial taxa correlated with thermotolerance provides insights into beneficial bacterial groups that could be used for microbiome engineering to support reef health in a changing climate.
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Affiliation(s)
- Jake Ivan P Baquiran
- Marine Science Institute, University of the Philippines Diliman, Quezon City, Philippines
- Graduate School of Engineering and Science, University of the Ryukyus, Okinawa, Japan
| | - John Bennedick Quijano
- Marine Science Institute, University of the Philippines Diliman, Quezon City, Philippines
| | - Madeleine J H van Oppen
- Australian Institute of Marine Science, Townsville MC, Queensland, Australia
- School of BioSciences, University of Melbourne, Parkville, Victoria, Australia
| | - Patrick C Cabaitan
- Marine Science Institute, University of the Philippines Diliman, Quezon City, Philippines
| | - Peter L Harrison
- Marine Ecology Research Centre, Southern Cross University, Lismore, New South Wales, Australia
| | - Cecilia Conaco
- Marine Science Institute, University of the Philippines Diliman, Quezon City, Philippines
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5
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Aichelman HE, Benson BE, Gomez-Campo K, Martinez-Rugerio MI, Fifer JE, Tsang L, Hughes AM, Bove CB, Nieves OC, Pereslete AM, Stanizzi D, Kriefall NG, Baumann JH, Rippe JP, Gondola P, Castillo KD, Davies SW. Cryptic coral diversity is associated with symbioses, physiology, and response to thermal challenge. SCIENCE ADVANCES 2025; 11:eadr5237. [PMID: 39813343 PMCID: PMC11734718 DOI: 10.1126/sciadv.adr5237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 12/13/2024] [Indexed: 01/18/2025]
Abstract
Coral persistence in the Anthropocene depends on interactions among holobiont partners (coral animals and microbial symbionts) and their environment. Cryptic coral lineages-genetically distinct yet morphologically similar groups-are critically important as they often exhibit functional diversity relevant to thermal tolerance. In addition, environmental parameters such as thermal variability may promote tolerance, but how variability interacts with holobiont partners to shape responses to thermal challenge remains unclear. Here, we identified three cryptic lineages of Siderastrea siderea in Bocas del Toro, Panamá that differ in distributions across inshore and offshore reefs, microbial associations, phenotypic traits of holobiont partners (i.e., phenomes), and skeleton morphologies. A thermal variability experiment failed to increase thermal tolerance, but subsequent thermal challenge and recovery revealed that one lineage maintained elevated energetic reserves, photochemical efficiency, and growth. Last, coral cores highlighted that this lineage also exhibited greater growth historically. Functional variation among cryptic lineages highlights their importance in predicting coral reef responses to climate change.
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Affiliation(s)
| | - Brooke E. Benson
- Department of Biology, Boston University, Boston, MA, USA
- Department of Earth, Marine, and Environmental Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kelly Gomez-Campo
- Department of Biology, Pennsylvania State University, State College, PA, USA
| | | | - James E. Fifer
- Department of Biology, Boston University, Boston, MA, USA
| | - Laura Tsang
- Department of Biology, Boston University, Boston, MA, USA
| | | | | | | | | | | | | | - Justin H. Baumann
- Department of Earth, Marine, and Environmental Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John P. Rippe
- Department of Earth, Marine, and Environmental Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Plinio Gondola
- Smithsonian Tropical Research Institution, Bocas del Toro, Panamá
| | - Karl D. Castillo
- Department of Earth, Marine, and Environmental Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Environment, Ecology, and Energy Program, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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6
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Torrado H, Rios D, Primov K, Burdick DR, Bentlage B, Lemer S, Combosch D. Evolutionary Genomics of Two Co-occurring Congeneric Fore Reef Coral Species on Guam (Mariana Islands). Genome Biol Evol 2025; 17:evae278. [PMID: 39834241 PMCID: PMC11746966 DOI: 10.1093/gbe/evae278] [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] [Accepted: 12/26/2024] [Indexed: 01/22/2025] Open
Abstract
Population structure provides essential information for developing meaningful conservation plans. This is especially important in remote places, such as oceanic islands, where limited population sizes and genetic isolation can make populations more susceptible and self-dependent. In this study, we assess and compare the relatedness, population genetics and molecular ecology of two sympatric Acropora species, A. surculosa sensu Randall & Myers (1983) and A. cf. verweyi Veron & Wallace, 1984 around Guam, using genome-wide sequence data (ddRAD). We further contrast our findings with the results of a recent study on back reef A. cf. pulchra (Brook, 1891) to assess the impact of habitat, colony morphology, and phylogenetic relatedness on these basic population genetic characteristics and generate testable hypotheses for future studies. Both target species were found to have small effective population sizes, low levels of genetic diversity, and minimal population structure around Guam. Nonetheless, A. cf. verweyi had significantly higher levels of genetic diversity, some population structure as well as more clones, close relatives and putative loci under selection. Comparisons with A. cf. pulchra indicate a potentially significant impact by habitat on population structure and genetic diversity while colony morphology seems to significantly impact clonality. This study revealed significant differences in the basic population genetic makeup of two sympatric Acropora species on Guam. Our results suggest that colony morphology and habitat/ecology may have a significant impact on the population genetic makeup in reef corals, which could offer valuable insights for future management decisions in the absence of genetic data.
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Affiliation(s)
- Héctor Torrado
- Island Evolution Laboratory, Marine Laboratory, University of Guam, Mangilao, GU 96923, USA
| | - Dareon Rios
- Island Evolution Laboratory, Marine Laboratory, University of Guam, Mangilao, GU 96923, USA
| | - Karim Primov
- Island Evolution Laboratory, Marine Laboratory, University of Guam, Mangilao, GU 96923, USA
- Department of Integrative Biology, University of Texas at Austin, Austin, TX 78712, USA
| | - David R Burdick
- Marine Laboratory, University of Guam, Mangilao, GU 96923, USA
| | | | - Sarah Lemer
- Marine Laboratory, University of Guam, Mangilao, GU 96923, USA
- Museum of Nature Hamburg, Leibniz Institute for the Analysis of Biodiversity Change, 20146 Hamburg, Germany
| | - David Combosch
- Island Evolution Laboratory, Marine Laboratory, University of Guam, Mangilao, GU 96923, USA
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7
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Armstrong KC, Lippert M, Hanson E, Nestor V, Cornwell B, Walker NS, Golbuu Y, Palumbi SR. Fine-Scale Geographic Variation of Cladocopium in Acropora hyacinthus Across the Palauan Archipelago. Ecol Evol 2024; 14:e70650. [PMID: 39691438 PMCID: PMC11650750 DOI: 10.1002/ece3.70650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 09/02/2024] [Accepted: 11/14/2024] [Indexed: 12/19/2024] Open
Abstract
Symbiont genotype plays a vital role in the ability of a coral host to tolerate rising ocean temperatures, with some members of the family Symbiodiniaceae possessing more thermal tolerance than others. While existing studies on genetic structure in symbiont populations have focused on broader scales of 10-100 s of km, there is a noticeable gap in understanding the seascape genetics of coral symbionts at finer-yet ecologically and evolutionarily relevant-scales. Here, we mapped short reads from 271 holobiont genome libraries of individual Acropora hyacinthus colonies to protein coding genes from the chloroplast genome to identify patterns of symbiont population genetic structure. Utilizing this low-pass method, we assayed over 13,000 bases from every individual, enabling us to discern genetic variation at a finer geographic scale than previously reported at the population level. We identified five common Cladocopium chloroplast SNP profiles present across Palau, with symbiont structure varying between Northern, mid-lagoon, and Southern regions, and inshore-offshore gradients. Although symbiont populations within reefs typically contained significant genetic diversity, we also observed genetic structure between some nearby reefs. To explore whether coral hosts retain their symbionts post-transplantation, we experimentally moved 79 corals from their native reefs to transplant sites with both different and similar chloroplast SNP profiles. Over 12 months, we observed 12 instances where transplanted corals changed profiles, often transitioning to a profile present in adjacent corals. Symbiont genetic structure between reefs suggests either low dispersal of symbionts or environmental selection against dispersers, both resulting in the potential for significant adaptive differentiation across reef environments. The extent to which local corals and their symbionts are co-adapted to environments on a reef-by-reef scale is currently poorly known. Chloroplast sequences offer an additional tool for monitoring symbiont genetics and coral-symbiont interactions when assisted migration is used in restoration.
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Affiliation(s)
- Katrina C. Armstrong
- Department of BiologyHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Marilla Lippert
- Department of BiologyHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Erik Hanson
- Department of BiologyHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | | | - Brendan Cornwell
- Department of BiologyHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Nia S. Walker
- Department of BiologyHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | | | - Stephen R. Palumbi
- Department of BiologyHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
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8
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Grupstra CGB, Meyer-Kaiser KS, Bennett MJ, Andres MO, Juszkiewicz DJ, Fifer JE, Da-Anoy JP, Gomez-Campo K, Martinez-Rugerio I, Aichelman HE, Huzar AK, Hughes AM, Rivera HE, Davies SW. Holobiont Traits Shape Climate Change Responses in Cryptic Coral Lineages. GLOBAL CHANGE BIOLOGY 2024; 30:e17578. [PMID: 39600252 DOI: 10.1111/gcb.17578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 09/20/2024] [Accepted: 09/25/2024] [Indexed: 11/29/2024]
Abstract
As ocean warming threatens reefs worldwide, identifying corals with adaptations to higher temperatures is critical for conservation. Genetically distinct but morphologically similar (i.e. cryptic) coral populations can be specialized to extreme habitats and thrive under stressful conditions. These corals often associate with locally beneficial microbiota (Symbiodiniaceae photobionts and bacteria), obscuring the main drivers of thermal tolerance. Here, we leverage a holobiont (massive Porites) with high fidelity for C15 photobionts to investigate adaptive variation across classic ("typical" conditions) and extreme reefs characterized by higher temperatures and light attenuation. We uncovered three cryptic lineages that exhibit limited micro-morphological variation; one lineage dominated classic reefs (L1), one had more even distributions (L2), and a third was restricted to extreme reefs (L3). L1 and L2 were more closely related to populations ~4300 km away, suggesting that some lineages are widespread. All corals harbored Cladocopium C15 photobionts; L1 and L2 shared a photobiont pool that differed in composition between reef types, yet L3 mostly harbored unique photobiont strains not found in the other lineages. Assemblages of bacterial partners differed among reef types in lineage-specific ways, suggesting that lineages employ distinct microbiome regulation strategies. Analysis of light-harvesting capacity and thermal tolerance revealed adaptive variation underpinning survival in distinct habitats: L1 had the highest light absorption efficiency and lowest thermal tolerance, suggesting that it is a classic reef specialist. L3 had the lowest light absorption efficiency and the highest thermal tolerance, showing that it is an extreme reef specialist. L2 had intermediate light absorption efficiency and thermal tolerance, suggesting that is a generalist lineage. These findings reveal diverging holobiont strategies to cope with extreme conditions. Resolving coral lineages is key to understanding variation in thermal tolerance among coral populations, can strengthen our understanding of coral evolution and symbiosis, and support global conservation and restoration efforts.
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Affiliation(s)
| | - Kirstin S Meyer-Kaiser
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA
| | - Matthew-James Bennett
- MARE, Guia Marine Laboratory, Faculty of Sciences, University of Lisbon, Cascais, Portugal
| | | | - David J Juszkiewicz
- Coral Conservation and Research Group (CORE), Trace and Environmental DNA Laboratory (TrEnD), School of Molecular and Life Sciences, Curtin University, Bentley, Western Australia, Australia
| | - James E Fifer
- Department of Biology, Boston University, Boston, Massachusetts, USA
- Department of Ecology, Evolution, and Marine Biology, University of California San Diego, San Diego, USA
| | - Jeric P Da-Anoy
- Department of Biology, Boston University, Boston, Massachusetts, USA
| | - Kelly Gomez-Campo
- Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Isabel Martinez-Rugerio
- Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | | | - Alexa K Huzar
- Department of Biology, Boston University, Boston, Massachusetts, USA
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
| | - Annabel M Hughes
- Department of Biology, Boston University, Boston, Massachusetts, USA
- Northeastern University Marine Science Center, Nahant, Massachusetts, USA
| | - Hanny E Rivera
- Department of Biology, Boston University, Boston, Massachusetts, USA
| | - Sarah W Davies
- Department of Biology, Boston University, Boston, Massachusetts, USA
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9
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Denis H, Selmoni O, Gossuin H, Jauffrais T, Butler CC, Lecellier G, Berteaux-Lecellier V. Climate adaptive loci revealed by seascape genomics correlate with phenotypic variation in heat tolerance of the coral Acropora millepora. Sci Rep 2024; 14:22179. [PMID: 39333135 PMCID: PMC11436834 DOI: 10.1038/s41598-024-67971-1] [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: 05/31/2023] [Accepted: 07/18/2024] [Indexed: 09/29/2024] Open
Abstract
One of the main challenges in coral reef conservation and restoration is the identification of coral populations resilient under global warming. Seascape genomics is a powerful tool to uncover genetic markers potentially involved in heat tolerance among large populations without prior information on phenotypes. Here, we aimed to provide first insights on the role of candidate heat associated loci identified using seascape genomics in driving the phenotypic response of Acropora millepora from New Caledonia to thermal stress. We subjected 7 colonies to a long-term ex-situ heat stress assay (4 °C above the maximum monthly mean) and investigated their physiological response along with their Symbiodiniaceae communities and genotypes. Despite sharing similar thermal histories and associated symbionts, these conspecific individuals differed greatly in their tolerance to heat stress. More importantly, the clustering of individuals based on their genotype at heat-associated loci matched the phenotypic variation in heat tolerance. Colonies that sustained on average lower mortality, higher Symbiodiniaceae/chlorophyll concentrations and photosynthetic efficiency under prolonged heat stress were also the closest based on their genotypes, although the low sample size prevented testing loci predictive accuracy. Together these preliminary results support the relevance of coupling seascape genomics and long-term heat stress experiments in the future, to evaluate the effect size of candidate heat associated loci and pave the way for genomic predictive models of corals heat tolerance.
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Affiliation(s)
- Hugo Denis
- UMR250/9220 ENTROPIE (IRD-CNRS-UR-IFREMER-UNC), Promenade Roger-Laroque, Noumea Cedex, New Caledonia.
- Ecole Doctorale 129, SU Sorbonne Université, 4, Place Jussieu, 75252, Paris, France.
| | - Oliver Selmoni
- Laboratory of Geographic Information Systems (LASIG), EPFL, Lausanne, Switzerland
- Department of Plant Biology, Carnegie Institution for Science, Stanford, CA, 94305, USA
- Department of Embryology, Carnegie Institution for Science, Baltimore, MD, 21218, USA
| | - Hugues Gossuin
- Laboratory of Marine Biology and Ecology, Aquarium des Lagons, Nouméa, New Caledonia
| | - Thierry Jauffrais
- UMR250/9220 ENTROPIE (IRD-CNRS-UR-IFREMER-UNC), Promenade Roger-Laroque, Noumea Cedex, New Caledonia
| | | | - Gaël Lecellier
- UMR250/9220 ENTROPIE (IRD-CNRS-UR-IFREMER-UNC), Promenade Roger-Laroque, Noumea Cedex, New Caledonia
- Institut des Sciences Exactes et Appliquées (ISEA) EA7484, 145, Avenue James Cook, BP R4 98 851, Nouméa, New Caledonia
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10
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Eckert RJ, Sturm AB, Carreiro AM, Klein AM, Voss JD. Cryptic diversity of shallow and mesophotic Stephanocoenia intersepta corals across Florida Keys National Marine Sanctuary. Heredity (Edinb) 2024; 133:137-148. [PMID: 38937604 PMCID: PMC11350147 DOI: 10.1038/s41437-024-00698-x] [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: 08/31/2023] [Revised: 06/12/2024] [Accepted: 06/13/2024] [Indexed: 06/29/2024] Open
Abstract
Population genetic analyses can provide useful data on species' regional connectivity and diversity which can inform conservation and restoration efforts. In this study, we quantified the genetic connectivity and diversity of Stephanocoenia intersepta corals from shallow (<30 m) to mesophotic (30-45 m) depths across Florida Keys National Marine Sanctuary. We generated single nucleotide polymorphism (SNP) markers to identify genetic structuring of shallow and mesophotic S. intersepta corals. We uncovered four distinct, cryptic genetic lineages with varying levels of depth-specificity. Shallow-specific lineages exhibited lower heterozygosity and higher inbreeding relative to depth-generalist lineages found across both shallow and mesophotic reefs. Estimation of recent genetic migration rates demonstrated that mesophotic sites are more prolific sources than shallow sites, particularly in the Lower Keys and Upper Keys. Additionally, we compared endosymbiotic Symbiodiniaceae among sampled S. intersepta using the ITS2 region and SYMPORTAL analysis framework, identifying symbionts from the genera Symbiodinium, Breviolum, and Cladocopium. Symbiodiniaceae varied significantly across depth and location and exhibited significant, but weak correlation with host lineage and genotype. Together, these data demonstrate that despite population genetic structuring across depth, some mesophotic populations may provide refuge for shallow populations moving forward and remain important contributors to the overall genetic diversity of this species throughout the region. This study highlights the importance of including mesophotic as well as shallow corals in population genetic assessments and informs future science-based management, conservation, and restoration efforts within Florida Keys National Marine Sanctuary.
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Affiliation(s)
- Ryan J Eckert
- Harbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL, USA.
| | - Alexis B Sturm
- Harbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL, USA
| | - Ashley M Carreiro
- Harbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL, USA
| | - Allison M Klein
- Harbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL, USA
| | - Joshua D Voss
- Harbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL, USA
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11
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Zhang J, Schneller NM, Field MA, Chan CX, Miller DJ, Strugnell JM, Riginos C, Bay L, Cooke I. Chromosomal inversions harbour excess mutational load in the coral, Acropora kenti, on the Great Barrier Reef. Mol Ecol 2024; 33:e17468. [PMID: 39046252 DOI: 10.1111/mec.17468] [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: 04/17/2024] [Revised: 06/28/2024] [Accepted: 07/03/2024] [Indexed: 07/25/2024]
Abstract
The future survival of coral reefs in the Anthropocene depends on the capacity of corals to adapt as oceans warm and extreme weather events become more frequent. Targeted interventions designed to assist evolutionary processes in corals require a comprehensive understanding of the distribution and structure of standing variation, however, efforts to map genomic variation in corals have so far focussed almost exclusively on SNPs, overlooking structural variants that have been shown to drive adaptive processes in other taxa. Here, we show that the reef-building coral, Acropora kenti, harbours at least five large, highly polymorphic structural variants, all of which exhibit signatures of strongly suppressed recombination in heterokaryotypes, a feature commonly associated with chromosomal inversions. Based on their high minor allele frequency, uniform distribution across habitats and elevated genetic load, we propose that these inversions in A. kenti are likely to be under balancing selection. An excess of SNPs with high impact on protein-coding genes within these loci elevates their importance both as potential targets for adaptive selection and as contributors to genetic decline if coral populations become fragmented or inbred in future.
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Affiliation(s)
- Jia Zhang
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Nadja M Schneller
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Matt A Field
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Immunogenomics Lab, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Cheong Xin Chan
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - David J Miller
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
| | - Jan M Strugnell
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Cynthia Riginos
- School of the Environment, The University of Queensland, Brisbane, Queensland, Australia
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Line Bay
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Ira Cooke
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
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12
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Prata KE, Bongaerts P, Dwyer JM, Ishida H, Howitt SM, Hereward JP, Crandall ED, Riginos C. Some reef-building corals only disperse metres per generation. Proc Biol Sci 2024; 291:20231988. [PMID: 39045694 PMCID: PMC11267471 DOI: 10.1098/rspb.2023.1988] [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: 09/06/2023] [Revised: 01/24/2024] [Accepted: 06/13/2024] [Indexed: 07/25/2024] Open
Abstract
Understanding the dispersal potential of different species is essential for predicting recovery trajectories following local disturbances and the potential for adaptive loci to spread to populations facing extreme environmental changes. However, dispersal distances have been notoriously difficult to estimate for scleractinian corals, where sexually (as gametes or larvae) or asexually (as fragments or larvae) derived propagules disperse through vast oceans. Here, we demonstrate that generational dispersal distances for sexually produced propagules can be indirectly inferred for corals using individual-based isolation-by-distance (IbD) analyses by combining reduced-representation genomic sequencing with photogrammetric spatial mapping. Colonies from the genus Agaricia were densely sampled across plots at four locations and three depths in Curaçao. Seven cryptic taxa were found among the three nominal species (Agaricia agaricites, Agaricia humilis and Agaricia lamarcki), with four taxa showing generational dispersal distances within metres (two taxa within A. agaricites and two within A. humilis). However, no signals of IbD were found in A. lamarcki taxa and thus these taxa probably disperse relatively longer distances. The short distances estimated here imply that A. agaricites and A. humilis populations are reliant on highly localized replenishment and demonstrate the need to estimate dispersal distances quantitatively for more coral species.
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Affiliation(s)
- Katharine E. Prata
- School of the Environment, The University of Queensland, Saint Lucia, Queensland, Australia
- California Academy of Sciences, San Francisco, CA, USA
| | - Pim Bongaerts
- California Academy of Sciences, San Francisco, CA, USA
- The Caribbean Research and Management of Biodiversity (CARMABI) Foundation, Willemstad, Curaçao
| | - John M. Dwyer
- School of the Environment, The University of Queensland, Saint Lucia, Queensland, Australia
| | - Hisatake Ishida
- School of Chemistry and Molecular Biosciences, The University of Queensland, Saint Lucia, Queensland, Australia
| | - Samantha M. Howitt
- School of the Environment, The University of Queensland, Saint Lucia, Queensland, Australia
| | - James P. Hereward
- School of the Environment, The University of Queensland, Saint Lucia, Queensland, Australia
| | - Eric D. Crandall
- Department of Biology, Pennsylvania State University, University Park, PA, United States
| | - Cynthia Riginos
- School of the Environment, The University of Queensland, Saint Lucia, Queensland, Australia
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13
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Starko S, van der Mheen M, Pessarrodona A, Wood GV, Filbee-Dexter K, Neufeld CJ, Montie S, Coleman MA, Wernberg T. Impacts of marine heatwaves in coastal ecosystems depend on local environmental conditions. GLOBAL CHANGE BIOLOGY 2024; 30:e17469. [PMID: 39155748 DOI: 10.1111/gcb.17469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 07/29/2024] [Accepted: 07/30/2024] [Indexed: 08/20/2024]
Abstract
Marine heatwaves (MHWs), increasing in duration and intensity because of climate change, are now a major threat to marine life and can have lasting effects on the structure and function of ecosystems. However, the responses of marine taxa and ecosystems to MHWs can be highly variable, making predicting and interpreting biological outcomes a challenge. Here, we review how biological responses to MHWs, from individuals to ecosystems, are mediated by fine-scale spatial variability in the coastal marine environment (hereafter, local gradients). Viewing observed responses through a lens of ecological theory, we present a simple framework of three 'resilience processes' (RPs) by which local gradients can influence the responses of marine taxa to MHWs. Local gradients (1) influence the amount of stress directly experienced by individuals, (2) facilitate local adaptation and acclimatization of individuals and populations, and (3) shape community composition which then influences responses to MHWs. We then synthesize known examples of fine-scale gradients that have affected responses of benthic foundation species to MHWs, including kelp forests, coral reefs, and seagrass meadows and link these varying responses to the RPs. We present a series of case studies from various marine ecosystems to illustrate the differential impacts of MHWs mediated by gradients in both temperature and other co-occurring drivers. In many cases, these gradients had large effect sizes with several examples of local gradients causing a 10-fold difference in impacts or more (e.g., survival, coverage). This review highlights the need for high-resolution environmental data to accurately predict and manage the consequences of MHWs in the context of ongoing climate change. While current tools may capture some of these gradients already, we advocate for enhanced monitoring and finer scale integration of local environmental heterogeneity into climate models. This will be essential for developing effective conservation strategies and mitigating future marine biodiversity loss.
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Affiliation(s)
- Samuel Starko
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
| | - Mirjam van der Mheen
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
| | - Albert Pessarrodona
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
| | - Georgina V Wood
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
| | - Karen Filbee-Dexter
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
- Institute of Marine Research, Flødevigen Research Station, His, Norway
| | | | - Shinae Montie
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
| | - Melinda A Coleman
- Department of Primary Industries New South Wales, National Marine Sciences Centre, Coffs Harbour, New South Wales, Australia
| | - Thomas Wernberg
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
- Institute of Marine Research, Flødevigen Research Station, His, Norway
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14
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Primov KD, Burdick DR, Lemer S, Forsman ZH, Combosch DJ. Genomic data reveals habitat partitioning in massive Porites on Guam, Micronesia. Sci Rep 2024; 14:17107. [PMID: 39048606 PMCID: PMC11269739 DOI: 10.1038/s41598-024-67992-w] [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: 03/08/2024] [Accepted: 07/18/2024] [Indexed: 07/27/2024] Open
Abstract
Corals in marginal reef habitats generally exhibit less bleaching and associated mortality compared to nearby corals in more pristine reef environments. It is unclear, however, if these differences are due to environmental differences, including turbidity, or genomic differences between the coral hosts in these different environments. One particularly interesting case is in the coral genus Porites, which contains numerous morphologically similar massive Porites species inhabiting a wide range of reef habitats, from turbid river deltas and stagnant back reefs to high-energy fore reefs. Here, we generate ddRAD data for 172 Porites corals from river delta and adjacent (<0.5 km) fore reef populations on Guam to assess the extent of genetic differentiation among massive Porites corals in these two contrasting environments and throughout the island. Phylogenetic and population genomic analyses consistently identify seven different clades of massive Porites, with the two largest clades predominantly inhabiting either river deltas or fore reefs, respectively. No population structure was detected in the two largest clades, and Cladocopium was the dominant symbiont genus in all clades and environments. The perceived bleaching resilience of corals in marginal reefs may therefore be attributed to interspecific differences between morphologically similar species, in addition to potentially mediating environmental differences. Marginal reef environments may therefore not provide a suitable refuge for many reef corals in a heating world, but instead host additional cryptic coral diversity.
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Affiliation(s)
- Karim D Primov
- University of Guam Marine Laboratory, UOG Station, Mangilao, GU, USA.
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA.
| | - David R Burdick
- University of Guam Marine Laboratory, UOG Station, Mangilao, GU, USA
| | - Sarah Lemer
- University of Guam Marine Laboratory, UOG Station, Mangilao, GU, USA
| | - Zac H Forsman
- King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia
| | - David J Combosch
- University of Guam Marine Laboratory, UOG Station, Mangilao, GU, USA
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15
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Marzonie MR, Nitschke MR, Bay LK, Bourne DG, Harrison HB. Symbiodiniaceae diversity varies by host and environment across thermally distinct reefs. Mol Ecol 2024; 33:e17342. [PMID: 38584356 DOI: 10.1111/mec.17342] [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: 08/03/2023] [Revised: 02/07/2024] [Accepted: 03/07/2024] [Indexed: 04/09/2024]
Abstract
Endosymbiotic dinoflagellates (Symbiodiniaceae) influence coral thermal tolerance at both local and regional scales. In isolation, the effects of host genetics, environment, and thermal disturbances on symbiont communities are well understood, yet their combined effects remain poorly resolved. Here, we investigate Symbiodiniaceae across 1300 km in Australia's Coral Sea Marine Park to disentangle these interactive effects. We identified Symbiodiniaceae to species-level resolution for three coral species (Acropora cf humilis, Pocillopora verrucosa, and Pocillopora meandrina) by sequencing two genetic markers of the symbiont (ITS2 and psbAncr), paired with genotype-by-sequencing of the coral host (DArT-seq). Our samples predominantly returned sequences from the genus Cladocopium, where Acropora cf humilis affiliated with C3k, Pocillopora verrucosa with C. pacificum, and Pocillopora meandrina with C. latusorum. Multivariate analyses revealed that Acropora symbionts were driven strongly by local environment and thermal disturbances. In contrast, Pocillopora symbiont communities were both partitioned 2.5-fold more by host genetic structure than by environmental structure. Among the two Pocillopora species, the effects of environment and host genetics explained four times more variation in symbionts for P. meandrina than P. verrucosa. The concurrent bleaching event in 2020 had variable impacts on symbiont communities, consistent with patterns in P. verrucosa and A. cf humilis, but not P. meandrina. Our findings demonstrate how symbiont macroscale community structure responses to environmental gradients depend on host species and their respective population structure. Integrating host, symbiont, and environmental data will help forecast the adaptive potential of corals and their symbionts amidst a rapidly changing environment.
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Affiliation(s)
- Magena R Marzonie
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
- Australian Institute of Marine Science, Townsville, Queensland, Australia
- AIMS@JCU, Townsville, Queensland, Australia
| | - Matthew R Nitschke
- Australian Institute of Marine Science, Townsville, Queensland, Australia
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
| | - Line K Bay
- Australian Institute of Marine Science, Townsville, Queensland, Australia
- AIMS@JCU, Townsville, Queensland, Australia
| | - David G Bourne
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Hugo B Harrison
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
- Australian Institute of Marine Science, Townsville, Queensland, Australia
- AIMS@JCU, Townsville, Queensland, Australia
- School of Biological Sciences, University of Bristol, Bristol, UK
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16
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Grupstra CGB, Gómez-Corrales M, Fifer JE, Aichelman HE, Meyer-Kaiser KS, Prada C, Davies SW. Integrating cryptic diversity into coral evolution, symbiosis and conservation. Nat Ecol Evol 2024; 8:622-636. [PMID: 38351091 DOI: 10.1038/s41559-023-02319-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 12/12/2023] [Indexed: 04/13/2024]
Abstract
Understanding how diversity evolves and is maintained is critical to predicting the future trajectories of ecosystems under climate change; however, our understanding of these processes is limited in marine systems. Corals, which engineer reef ecosystems, are critically threatened by climate change, and global efforts are underway to conserve and restore populations as attempts to mitigate ocean warming continue. Recently, sequencing efforts have uncovered widespread undescribed coral diversity, including 'cryptic lineages'-genetically distinct but morphologically similar coral taxa. Such cryptic lineages have been identified in at least 24 coral genera spanning the anthozoan phylogeny and across ocean basins. These cryptic lineages co-occur in many reef systems, but their distributions often differ among habitats. Research suggests that cryptic lineages are ecologically specialized and several examples demonstrate differences in thermal tolerance, highlighting the critical implications of this diversity for predicting coral responses to future warming. Here, we draw attention to recent discoveries, discuss how cryptic diversity affects the study of coral adaptation and acclimation to future environments, explore how it shapes symbiotic partnerships, and highlight challenges and opportunities for conservation and restoration efforts.
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Affiliation(s)
| | | | - James E Fifer
- Department of Biology, Boston University, Boston, MA, USA
| | | | | | - Carlos Prada
- Department of Biological Sciences, University of Rhode Island, Kingston, RI, USA
| | - Sarah W Davies
- Department of Biology, Boston University, Boston, MA, USA.
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17
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Meziere Z, Popovic I, Prata K, Ryan I, Pandolfi J, Riginos C. Exploring coral speciation: Multiple sympatric Stylophora pistillata taxa along a divergence continuum on the Great Barrier Reef. Evol Appl 2024; 17:e13644. [PMID: 38283599 PMCID: PMC10818133 DOI: 10.1111/eva.13644] [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: 07/13/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 01/30/2024] Open
Abstract
Understanding how biodiversity originates and is maintained are fundamental challenge in evolutionary biology. Speciation is a continuous process and progression along this continuum depends on the interplay between evolutionary forces driving divergence and forces promoting genetic homogenisation. Coral reefs are broadly connected yet highly heterogeneous ecosystems, and divergence with gene flow at small spatial scales might therefore be common. Genomic studies are increasingly revealing the existence of closely related and sympatric taxa within taxonomic coral species, but the extent to which these taxa might still be exchanging genes and sharing environmental niches is unclear. In this study, we sampled extensively across diverse habitats at multiple reefs of the Great Barrier Reef (GBR) and comprehensively examined genome-wide diversity and divergence histories within and among taxa of the Stylophora pistillata species complex. S. pistillata is one of the most abundant and well-studied coral species, yet we discovered five distinct taxa, with wide geographic ranges and extensive sympatry. Demographic modelling showed that speciation events have occurred with gene flow and that taxa are at different stages along a divergence continuum. We found significant correlations between genetic divergence and specific environmental variables, suggesting that niche partitioning may have played a role in speciation and that S. pistillata taxa might be differentially adapted to different environments. Conservation actions rely on estimates of species richness, population sizes and species ranges, which are biased if divergent taxa are lumped together. As coral reefs are rapidly degrading due to climate change, our study highlights the importance of recognising evolutionarily distinct and differentially adapted coral taxa to improve conservation and restoration efforts aiming at protecting coral genetic diversity.
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Affiliation(s)
- Zoe Meziere
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Iva Popovic
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Katharine Prata
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Isobel Ryan
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - John Pandolfi
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Cynthia Riginos
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
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18
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Pinsky ML, Clark RD, Bos JT. Coral Reef Population Genomics in an Age of Global Change. Annu Rev Genet 2023; 57:87-115. [PMID: 37384733 DOI: 10.1146/annurev-genet-022123-102748] [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] [Indexed: 07/01/2023]
Abstract
Coral reefs are both exceptionally biodiverse and threatened by climate change and other human activities. Here, we review population genomic processes in coral reef taxa and their importance for understanding responses to global change. Many taxa on coral reefs are characterized by weak genetic drift, extensive gene flow, and strong selection from complex biotic and abiotic environments, which together present a fascinating test of microevolutionary theory. Selection, gene flow, and hybridization have played and will continue to play an important role in the adaptation or extinction of coral reef taxa in the face of rapid environmental change, but research remains exceptionally limited compared to the urgent needs. Critical areas for future investigation include understanding evolutionary potential and the mechanisms of local adaptation, developing historical baselines, and building greater research capacity in the countries where most reef diversity is concentrated.
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Affiliation(s)
- Malin L Pinsky
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, New Jersey, USA
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, California, USA;
| | - René D Clark
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, New Jersey, USA
| | - Jaelyn T Bos
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, New Jersey, USA
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19
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Starko S, Fifer JE, Claar DC, Davies SW, Cunning R, Baker AC, Baum JK. Marine heatwaves threaten cryptic coral diversity and erode associations among coevolving partners. SCIENCE ADVANCES 2023; 9:eadf0954. [PMID: 37566650 PMCID: PMC10421036 DOI: 10.1126/sciadv.adf0954] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 07/12/2023] [Indexed: 08/13/2023]
Abstract
Climate change-amplified marine heatwaves can drive extensive mortality in foundation species. However, a paucity of longitudinal genomic datasets has impeded understanding of how these rapid selection events alter cryptic genetic structure. Heatwave impacts may be exacerbated in species that engage in obligate symbioses, where the genetics of multiple coevolving taxa may be affected. Here, we tracked the symbiotic associations of reef-building corals for 6 years through a prolonged heatwave, including known survivorship for 79 of 315 colonies. Coral genetics strongly predicted survival of the ubiquitous coral, Porites (massive growth form), with variable survival (15 to 61%) across three morphologically indistinguishable-but genetically distinct-lineages. The heatwave also disrupted strong associations between these coral lineages and their algal symbionts (family Symbiodiniaceae), with symbiotic turnover in some colonies, resulting in reduced specificity across lineages. These results highlight how heatwaves can threaten cryptic genotypes and decouple otherwise tightly coevolved relationships between hosts and symbionts.
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Affiliation(s)
- Samuel Starko
- Department of Biology, University of Victoria, PO Box 1700 Station CSC, Victoria, British Columbia V8W 2Y2, Canada
- UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, WA 6009, Australia
| | - James E. Fifer
- Department of Biology, Boston University, Boston, MA 02215, USA
| | - Danielle C. Claar
- Department of Biology, University of Victoria, PO Box 1700 Station CSC, Victoria, British Columbia V8W 2Y2, Canada
- Washington Department of Natural Resources, Olympia, WA 98504, USA
| | - Sarah W. Davies
- Department of Biology, Boston University, Boston, MA 02215, USA
| | - Ross Cunning
- Daniel P. Haerther Center for Conservation and Research, John G. Shedd Aquarium, 1200 South Lake Shore Drive, Chicago, IL 60605, USA
| | - Andrew C. Baker
- Department of Marine Biology and Ecology, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
| | - Julia K. Baum
- Department of Biology, University of Victoria, PO Box 1700 Station CSC, Victoria, British Columbia V8W 2Y2, Canada
- Hawaii Institute of Marine Biology, University of Hawaii, Kaneohe, HI 96744, USA
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20
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Leiva C, Pérez-Portela R, Lemer S. Genomic signatures suggesting adaptation to ocean acidification in a coral holobiont from volcanic CO 2 seeps. Commun Biol 2023; 6:769. [PMID: 37481685 PMCID: PMC10363134 DOI: 10.1038/s42003-023-05103-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 07/06/2023] [Indexed: 07/24/2023] Open
Abstract
Ocean acidification, caused by anthropogenic CO2 emissions, is predicted to have major consequences for reef-building corals, jeopardizing the scaffolding of the most biodiverse marine habitats. However, whether corals can adapt to ocean acidification and how remains unclear. We addressed these questions by re-examining transcriptome and genome data of Acropora millepora coral holobionts from volcanic CO2 seeps with end-of-century pH levels. We show that adaptation to ocean acidification is a wholistic process involving the three main compartments of the coral holobiont. We identified 441 coral host candidate adaptive genes involved in calcification, response to acidification, and symbiosis; population genetic differentiation in dinoflagellate photosymbionts; and consistent transcriptional microbiome activity despite microbial community shifts. Coral holobionts from natural analogues to future ocean conditions harbor beneficial genetic variants with far-reaching rapid adaptation potential. In the face of climate change, these populations require immediate conservation strategies as they could become key to coral reef survival.
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Affiliation(s)
- Carlos Leiva
- University of Guam Marine Laboratory, 303 University Drive, 96923, Mangilao, Guam, USA.
| | - Rocío Pérez-Portela
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Av. Diagonal 643, 08028, Barcelona, Spain
- Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Barcelona, Spain
| | - Sarah Lemer
- University of Guam Marine Laboratory, 303 University Drive, 96923, Mangilao, Guam, USA
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21
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Palumbi SR, Walker NS, Hanson E, Armstrong K, Lippert M, Cornwell B, Nestor V, Golbuu Y. Small-scale genetic structure of coral populations in Palau based on whole mitochondrial genomes: Implications for future coral resilience. Evol Appl 2023; 16:518-529. [PMID: 36793699 PMCID: PMC9923468 DOI: 10.1111/eva.13509] [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: 01/26/2022] [Revised: 09/21/2022] [Accepted: 09/26/2022] [Indexed: 01/07/2023] Open
Abstract
The ability of local populations to adapt to future climate conditions is facilitated by a balance between short range dispersal allowing local buildup of adaptively beneficial alleles, and longer dispersal moving these alleles throughout the species range. Reef building corals have relatively low dispersal larvae, but most population genetic studies show differentiation only over 100s of km. Here, we report full mitochondrial genome sequences from 284 tabletop corals (Acropora hyacinthus) from 39 patch reefs in Palau, and show two signals of genetic structure across reef scales from 1 to 55 km. First, divergent mitochondrial DNA haplotypes exist in different proportions from reef to reef, causing PhiST values of 0.02 (p = 0.02). Second, closely related sequences of mitochondrial Haplogroups are more likely to be co-located on the same reefs than expected by chance alone. We also compared these sequences to prior data on 155 colonies from American Samoa. In these comparisons, many Haplogroups in Palau were disproportionately represented or absent in American Samoa, and inter-regional PhiST = 0.259. However, we saw three instances of identical mitochondrial genomes between locations. Together, these data sets suggest two features of coral dispersal revealed by occurrence patterns in highly similar mitochondrial genomes. First, the Palau-American Samoa data suggest that long distance dispersal in corals is rare, as expected, but that it is common enough to deliver identical mitochondrial genomes across the Pacific. Second, higher than expected co-occurrence of Haplogroups on the same Palau reefs suggests greater retention of coral larvae on local reefs than predicted by many current oceanographic models of larval movement. Increased attention to local scales of coral genetic structure, dispersal, and selection may help increase the accuracy of models of future adaptation of corals and of assisted migration as a reef resilience intervention.
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Affiliation(s)
- Stephen R. Palumbi
- Department of Biology and Oceans DepartmentHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Nia S. Walker
- Department of Biology and Oceans DepartmentHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
- Hawaii Institute of Marine Biology, University of HawaiiHonoluluHawaiiUSA
| | - Erik Hanson
- Department of Biology and Oceans DepartmentHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Katrina Armstrong
- Department of Biology and Oceans DepartmentHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Marilla Lippert
- Department of Biology and Oceans DepartmentHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
| | - Brendan Cornwell
- Department of Biology and Oceans DepartmentHopkins Marine Station of Stanford UniversityPacific GroveCaliforniaUSA
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22
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Matias AMA, Popovic I, Thia JA, Cooke IR, Torda G, Lukoschek V, Bay LK, Kim SW, Riginos C. Cryptic diversity and spatial genetic variation in the coral Acropora tenuis and its endosymbionts across the Great Barrier Reef. Evol Appl 2023; 16:293-310. [PMID: 36793689 PMCID: PMC9923489 DOI: 10.1111/eva.13435] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 05/20/2022] [Accepted: 05/29/2022] [Indexed: 11/26/2022] Open
Abstract
Genomic studies are uncovering extensive cryptic diversity within reef-building corals, suggesting that evolutionarily and ecologically relevant diversity is highly underestimated in the very organisms that structure coral reefs. Furthermore, endosymbiotic algae within coral host species can confer adaptive responses to environmental stress and may represent additional axes of coral genetic variation that are not constrained by taxonomic divergence of the cnidarian host. Here, we examine genetic variation in a common and widespread, reef-building coral, Acropora tenuis, and its associated endosymbiotic algae along the entire expanse of the Great Barrier Reef (GBR). We use SNPs derived from genome-wide sequencing to characterize the cnidarian coral host and organelles from zooxanthellate endosymbionts (genus Cladocopium). We discover three distinct and sympatric genetic clusters of coral hosts, whose distributions appear associated with latitude and inshore-offshore reef position. Demographic modelling suggests that the divergence history of the three distinct host taxa ranges from 0.5 to 1.5 million years ago, preceding the GBR's formation, and has been characterized by low-to-moderate ongoing inter-taxon gene flow, consistent with occasional hybridization and introgression typifying coral evolution. Despite this differentiation in the cnidarian host, A. tenuis taxa share a common symbiont pool, dominated by the genus Cladocopium (Clade C). Cladocopium plastid diversity is not strongly associated with host identity but varies with reef location relative to shore: inshore colonies contain lower symbiont diversity on average but have greater differences between colonies as compared with symbiont communities from offshore colonies. Spatial genetic patterns of symbiont communities could reflect local selective pressures maintaining coral holobiont differentiation across an inshore-offshore environmental gradient. The strong influence of environment (but not host identity) on symbiont community composition supports the notion that symbiont community composition responds to habitat and may assist in the adaptation of corals to future environmental change.
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Affiliation(s)
- Ambrocio Melvin A. Matias
- Institute of BiologyUniversity of the Philippines DilimanQuezon CityPhilippines
- School of Biological SciencesThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Iva Popovic
- School of Biological SciencesThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Joshua A. Thia
- Bio21 Institute, School of BioSciencesThe University of MelbourneParkevilleVictoriaAustralia
| | - Ira R. Cooke
- College of Public Health, Medical and Veterinary SciencesJames Cook UniversityTownsvilleQueenslandAustralia
| | - Gergely Torda
- ARC Centre of Excellence for Coral Reef StudiesJames Cook UniversityTownsvilleQueenslandAustralia
| | - Vimoksalehi Lukoschek
- ARC Centre of Excellence for Coral Reef StudiesJames Cook UniversityTownsvilleQueenslandAustralia
- Gold Coast University HospitalQLD HealthSouthportQueenslandAustralia
| | - Line K. Bay
- Australian Institute of Marine ScienceTownsvilleQueenslandAustralia
| | - Sun W. Kim
- School of Biological SciencesThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Cynthia Riginos
- School of Biological SciencesThe University of QueenslandSt. LuciaQueenslandAustralia
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23
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Brown AL, Pfab F, Baxter EC, Detmer AR, Moeller HV, Nisbet RM, Cunning R. Analysis of a mechanistic model of corals in association with multiple symbionts: within-host competition and recovery from bleaching. CONSERVATION PHYSIOLOGY 2022; 10:coac066. [PMID: 36247693 PMCID: PMC9558299 DOI: 10.1093/conphys/coac066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 07/25/2022] [Accepted: 09/09/2022] [Indexed: 06/14/2023]
Abstract
Coral reefs are increasingly experiencing stressful conditions, such as high temperatures, that cause corals to undergo bleaching, a process where they lose their photosynthetic algal symbionts. Bleaching threatens both corals' survival and the health of the reef ecosystems they create. One possible mechanism for corals to resist bleaching is through association with stress-tolerant symbionts, which are resistant to bleaching but may be worse partners in mild conditions. Some corals have been found to associate with multiple symbiont species simultaneously, which potentially gives them access to the benefits of both stress-sensitive and -tolerant symbionts. However, within-host competition between symbionts may lead to competitive exclusion of one partner, and the consequences of associating with multiple partners simultaneously are not well understood. We modify a mechanistic model of coral-algal symbiosis to investigate the effect of environmental conditions on within-host competitive dynamics between stress-sensitive and -tolerant symbionts and the effect of access to a tolerant symbiont on the dynamics of recovery from bleaching. We found that the addition of a tolerant symbiont can increase host survival and recovery from bleaching in high-light conditions. Competitive exclusion of the tolerant symbiont occurred slowly at intermediate light levels. Interestingly, there were some cases of post-bleaching competitive exclusion after the tolerant symbiont had helped the host recover.
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Affiliation(s)
- Alexandra Lynne Brown
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Ferdinand Pfab
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Ethan C Baxter
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - A Raine Detmer
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Holly V Moeller
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Roger M Nisbet
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Ross Cunning
- Daniel P. Haerther Center for Conservation and Research, John G. Shedd Aquarium, Chicago, IL 60605, USA
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24
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Drury C, Bean NK, Harris CI, Hancock JR, Huckeba J, H CM, Roach TNF, Quinn RA, Gates RD. Intrapopulation adaptive variance supports thermal tolerance in a reef-building coral. Commun Biol 2022; 5:486. [PMID: 35589814 PMCID: PMC9120509 DOI: 10.1038/s42003-022-03428-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 04/28/2022] [Indexed: 01/05/2023] Open
Abstract
Coral holobionts are multi-species assemblages, which adds significant complexity to genotype-phenotype connections underlying ecologically important traits like coral bleaching. Small scale heterogeneity in bleaching is ubiquitous in the absence of strong environmental gradients, which provides adaptive variance needed for the long-term persistence of coral reefs. We used RAD-seq, qPCR and LC-MS/MS metabolomics to characterize host genomic variation, symbiont community and biochemical correlates in two bleaching phenotypes of the vertically transmitting coral Montipora capitata. Phenotype was driven by symbiosis state and host genetic variance. We documented 5 gene ontologies that were significantly associated with both the binary bleaching phenotype and symbiont composition, representing functions that confer a phenotype via host-symbiont interactions. We bred these corals and show that symbiont communities were broadly conserved in bulk-crosses, resulting in significantly higher survivorship under temperature stress in juveniles, but not larvae, from tolerant parents. Using a select and re-sequence approach, we document numerous gene ontologies selected by heat stress, some of which (cell signaling, antioxidant activity, pH regulation) have unique selection dynamics in larvae from thermally tolerant parents. These data show that vertically transmitting corals may have an adaptive advantage under climate change if host and symbiont variance interact to influence bleaching phenotype.
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Affiliation(s)
- Crawford Drury
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA.
| | - Nina K Bean
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA
| | - Casey I Harris
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA
| | - Joshua R Hancock
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA
| | - Joel Huckeba
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA
- University of Amsterdam, Amsterdam, Netherlands
| | - Christian Martin H
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Ty N F Roach
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA
| | - Robert A Quinn
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Ruth D Gates
- Hawai'i Institute of Marine Biology, University of Hawai'i, Kāne'ohe, HI, USA
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