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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Format: | Article |
Language: | English |
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Frontiers Media S.A.
2021-04-01
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Series: | Frontiers in Marine Science |
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Online Access: | https://www.frontiersin.org/articles/10.3389/fmars.2021.627724/full |
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Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
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 |
work_keys_str_mv |
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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 |