Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata

All organisms host a diversity of associated viruses, bacteria, and protists, collectively defined as the holobiont. While scientific advancements have enhanced the understanding of the functional roles played by various components of the holobiont, there is a growing need to integrate multiple type...

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Main Authors: Mark Little, Emma E. George, Milou G. I. Arts, Jade Shivak, Sean Benler, Joel Huckeba, Zachary A. Quinlan, Vittorio Boscaro, Benjamin Mueller, Ana Georgina Cobián Güemes, Maria Isabel Rojas, Brandie White, Daniel Petras, Cynthia B. Silveira, Andreas F. Haas, Linda Wegley Kelly, Mark J. A. Vermeij, Robert A. Quinn, Patrick J. Keeling, Pieter C. Dorrestein, Forest Rohwer, Ty N. F. Roach
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2021.627724/full
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author Mark Little
Mark Little
Emma E. George
Milou G. I. Arts
Milou G. I. Arts
Jade Shivak
Sean Benler
Joel Huckeba
Zachary A. Quinlan
Zachary A. Quinlan
Vittorio Boscaro
Benjamin Mueller
Benjamin Mueller
Ana Georgina Cobián Güemes
Maria Isabel Rojas
Maria Isabel Rojas
Brandie White
Brandie White
Daniel Petras
Cynthia B. Silveira
Andreas F. Haas
Linda Wegley Kelly
Linda Wegley Kelly
Mark J. A. Vermeij
Mark J. A. Vermeij
Robert A. Quinn
Patrick J. Keeling
Pieter C. Dorrestein
Forest Rohwer
Forest Rohwer
Ty N. F. Roach
spellingShingle Mark Little
Mark Little
Emma E. George
Milou G. I. Arts
Milou G. I. Arts
Jade Shivak
Sean Benler
Joel Huckeba
Zachary A. Quinlan
Zachary A. Quinlan
Vittorio Boscaro
Benjamin Mueller
Benjamin Mueller
Ana Georgina Cobián Güemes
Maria Isabel Rojas
Maria Isabel Rojas
Brandie White
Brandie White
Daniel Petras
Cynthia B. Silveira
Andreas F. Haas
Linda Wegley Kelly
Linda Wegley Kelly
Mark J. A. Vermeij
Mark J. A. Vermeij
Robert A. Quinn
Patrick J. Keeling
Pieter C. Dorrestein
Forest Rohwer
Forest Rohwer
Ty N. F. Roach
Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata
Frontiers in Marine Science
molecular cartography
chemical ecology
microbial ecology and diversity
multi-omics
coral reefs
holobiont
author_facet Mark Little
Mark Little
Emma E. George
Milou G. I. Arts
Milou G. I. Arts
Jade Shivak
Sean Benler
Joel Huckeba
Zachary A. Quinlan
Zachary A. Quinlan
Vittorio Boscaro
Benjamin Mueller
Benjamin Mueller
Ana Georgina Cobián Güemes
Maria Isabel Rojas
Maria Isabel Rojas
Brandie White
Brandie White
Daniel Petras
Cynthia B. Silveira
Andreas F. Haas
Linda Wegley Kelly
Linda Wegley Kelly
Mark J. A. Vermeij
Mark J. A. Vermeij
Robert A. Quinn
Patrick J. Keeling
Pieter C. Dorrestein
Forest Rohwer
Forest Rohwer
Ty N. F. Roach
author_sort Mark Little
title Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata
title_short Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata
title_full Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata
title_fullStr Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata
title_full_unstemmed Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolata
title_sort three-dimensional molecular cartography of the caribbean reef-building coral orbicella faveolata
publisher Frontiers Media S.A.
series Frontiers in Marine Science
issn 2296-7745
publishDate 2021-04-01
description All organisms host a diversity of associated viruses, bacteria, and protists, collectively defined as the holobiont. While scientific advancements have enhanced the understanding of the functional roles played by various components of the holobiont, there is a growing need to integrate multiple types of molecular data into spatially and temporally resolved frameworks. To that end, we mapped 16S and 18S rDNA metabarcoding, metatranscriptomics, and metabolomic data onto three-dimensional reconstructions of coral colonies to examine microbial diversity, microbial gene expression, and biochemistry on two colonies of the ecologically important, reef-building coral, Orbicella faveolata and their competitors (i.e., adjacent organisms interacting with the corals: fleshy algae, turf algae, hydrozoans, and other corals). Overall, no statistically significant spatial patterns were observed among the samples for any of the data types; instead, strong signatures of the macroorganismal hosts (e.g., coral, algae, hydrozoa) were detected, in the microbiome, the transcriptome, and the metabolome. The 16S rDNA analysis demonstrated higher abundance of Firmicutes in the coral microbiome than in its competitors. A single bacterial amplicon sequence variant from the genus Clostridium was found exclusively in all O. faveolata samples. In contrast to microbial taxa, a portion of the functionally annotated bacterial RNA transcripts (6.86%) and metabolites (1.95%) were ubiquitous in all coral and competitor samples. Machine learning analysis of microbial transcripts revealed elevated T7-like cyanophage-encoded photosystem II transcripts in O. faveolata samples, while sequences involved in bacterial cell division were elevated in turf algal and interface samples. Similar analysis of metabolites revealed that bacterial-produced antimicrobial and antifungal compounds were highly enriched in coral samples. This study provides insight into the spatial and biological patterning of the coral microbiome, transcriptome, and metabolome.
topic molecular cartography
chemical ecology
microbial ecology and diversity
multi-omics
coral reefs
holobiont
url https://www.frontiersin.org/articles/10.3389/fmars.2021.627724/full
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spelling doaj-5049b0e952e34ec6a1e8379d4554a1b42021-04-01T15:34:42ZengFrontiers Media S.A.Frontiers in Marine Science2296-77452021-04-01810.3389/fmars.2021.627724627724Three-Dimensional Molecular Cartography of the Caribbean Reef-Building Coral Orbicella faveolataMark Little0Mark Little1Emma E. George2Milou G. I. Arts3Milou G. I. Arts4Jade Shivak5Sean Benler6Joel Huckeba7Zachary A. Quinlan8Zachary A. Quinlan9Vittorio Boscaro10Benjamin Mueller11Benjamin Mueller12Ana Georgina Cobián Güemes13Maria Isabel Rojas14Maria Isabel Rojas15Brandie White16Brandie White17Daniel Petras18Cynthia B. Silveira19Andreas F. Haas20Linda Wegley Kelly21Linda Wegley Kelly22Mark J. A. Vermeij23Mark J. A. Vermeij24Robert A. Quinn25Patrick J. Keeling26Pieter C. Dorrestein27Forest Rohwer28Forest Rohwer29Ty N. F. Roach30Department of Biology, San Diego State University, San Diego, CA, United StatesViral Information Institute, San Diego State University, San Diego, CA, United StatesDepartment of Botany, University of British Columbia, Vancouver, BC, CanadaDepartment of Marine Microbiology and Biogeochemistry, Royal Netherlands Institute for Sea Research (NIOZ), Texel, NetherlandsDepartment of Geosciences, Faculty of Earth Sciences, Utrecht University, Utrecht, NetherlandsDepartment of Botany, University of British Columbia, Vancouver, BC, CanadaNational Center for Biotechnology Information, National Library of Medicine, Bethesda, MD, United StatesHawai’i Institute of Marine Biology, University of Hawai’i at Mānoa, Kāne’ohe, HI, United StatesDepartment of Biology, San Diego State University, San Diego, CA, United StatesViral Information Institute, San Diego State University, San Diego, CA, United StatesDepartment of Botany, University of British Columbia, Vancouver, BC, CanadaCaribbean Research and Management of Biodiversity (CARMABI), Willemstad, CuraçaoDepartment of Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands0Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United StatesDepartment of Biology, San Diego State University, San Diego, CA, United StatesViral Information Institute, San Diego State University, San Diego, CA, United StatesDepartment of Biology, San Diego State University, San Diego, CA, United StatesViral Information Institute, San Diego State University, San Diego, CA, United States1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, CA, United States2Department of Biology, University of Miami, Coral Gables FL, United StatesDepartment of Marine Microbiology and Biogeochemistry, Royal Netherlands Institute for Sea Research (NIOZ), Texel, NetherlandsDepartment of Biology, San Diego State University, San Diego, CA, United StatesViral Information Institute, San Diego State University, San Diego, CA, United StatesCaribbean Research and Management of Biodiversity (CARMABI), Willemstad, CuraçaoDepartment of Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands3Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, United StatesDepartment of Botany, University of British Columbia, Vancouver, BC, Canada1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, CA, United StatesDepartment of Biology, San Diego State University, San Diego, CA, United StatesViral Information Institute, San Diego State University, San Diego, CA, United StatesHawai’i Institute of Marine Biology, University of Hawai’i at Mānoa, Kāne’ohe, HI, United StatesAll organisms host a diversity of associated viruses, bacteria, and protists, collectively defined as the holobiont. While scientific advancements have enhanced the understanding of the functional roles played by various components of the holobiont, there is a growing need to integrate multiple types of molecular data into spatially and temporally resolved frameworks. To that end, we mapped 16S and 18S rDNA metabarcoding, metatranscriptomics, and metabolomic data onto three-dimensional reconstructions of coral colonies to examine microbial diversity, microbial gene expression, and biochemistry on two colonies of the ecologically important, reef-building coral, Orbicella faveolata and their competitors (i.e., adjacent organisms interacting with the corals: fleshy algae, turf algae, hydrozoans, and other corals). Overall, no statistically significant spatial patterns were observed among the samples for any of the data types; instead, strong signatures of the macroorganismal hosts (e.g., coral, algae, hydrozoa) were detected, in the microbiome, the transcriptome, and the metabolome. The 16S rDNA analysis demonstrated higher abundance of Firmicutes in the coral microbiome than in its competitors. A single bacterial amplicon sequence variant from the genus Clostridium was found exclusively in all O. faveolata samples. In contrast to microbial taxa, a portion of the functionally annotated bacterial RNA transcripts (6.86%) and metabolites (1.95%) were ubiquitous in all coral and competitor samples. Machine learning analysis of microbial transcripts revealed elevated T7-like cyanophage-encoded photosystem II transcripts in O. faveolata samples, while sequences involved in bacterial cell division were elevated in turf algal and interface samples. Similar analysis of metabolites revealed that bacterial-produced antimicrobial and antifungal compounds were highly enriched in coral samples. This study provides insight into the spatial and biological patterning of the coral microbiome, transcriptome, and metabolome.https://www.frontiersin.org/articles/10.3389/fmars.2021.627724/fullmolecular cartographychemical ecologymicrobial ecology and diversitymulti-omicscoral reefsholobiont