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            <gco:CharacterString>Cite this dataset as: Gouhier, T. C., Vollmer, S. V. (2021) Microbial 16S OTU annotation information from staghorn coral health experiments with treatment with and without antibiotics. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2020-06-26 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.816367.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Microbes priority annotations (OTU taxonomy) Dataset Description: &amp;lt;p&amp;gt;This dataset reports assigned taxonomy of microbial 16S OTU's from a priority experiment with staghorn coral treated with and without antibiotics.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;A priority experiment was conducted in 24 recirculating tanks at the Smithsonian stations in Bocas del Toro, Panama. Replicate staghorn corals fragments from 10 genotypes were placed into the tanks containing 12 liters of UV sterilized seawater. Twelve tanks were then exposed to an antibiotic cocktail of Kanamycin, Ampicillan, Tetracycline and Choloramphenicol (100mg/ml each) twice over a 48hr period, and the corals from the antibiotic treated and untreated tanks were sampled for DNA (T0 sample point) and lesioned with an airbrush. Half of the antibiotic- treated and untreated tanks were then exposed to 30ml of disease slurry (D) or healthy slurry (H) for the first exposure. 24hrs later a second dose of disease or healthy slurry was applied to complete the priority experiment treatments of healthy_healthy (h_h), disease_disease (d_d), healthy_disease (h_d), and disease_healthy (d_h). DNA for the microbial analyses were sampled 18hrs later (T2) and then disease was monitored over the course of the experiment. Corals that developed disease were sampled (T3) and sacrificed. All of the corals were sampled (T3 timepoint) on day 7.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;DNA from preserved coral samples were extracted using an Agencourt DNAdvance kit, in order to prepare 16S rDNA profiling libraries. 16s libraries of the hypervariable V3_v4 region were then prepared using a two-step PCR protocol and combinatorial barcodes, resulting in amplicon lengths from ~300-400 bp paired-end joined sequences from Illumina 250 bp sequencing on an Illumina HiSeq 2500.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;16s sequencing data were clustered into operational taxonomic units (OTUs) using a 97% identity threshold in QIIME. Default QIIME settings were used to align reads, to remove chimera sequences, and to assign taxonomy.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/541018.rdf" xlink:title="OCE-1458158" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1458158 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1458158</gmx:Anchor>
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The health of numerous animal and plant hosts depends on the composition of their microbiome. Although the health of hosts is often linked to environmental factors that favor the growth of pathogenic microbes, the diversity of animal and plant microbiomes suggests that competition plays an important role in determining the frequency and severity of disease outbreaks. This project uses the endangered Caribbean staghorn coral as a model system to understand how the environment and microbial interactions controls the spread of White Band Disease (WBD), a bacterial disease that has decimated nearly 95% of Caribbean staghorn coral populations. A combination of manipulative experiments, field surveys and mathematical modeling will be used to determine how water temperature, microbial movement between- and microbial competition within coral hosts influence WBD incidence. By identifying the environmental and microbial drivers of WBD, this project will allow managers to (i) predict hotspots of vulnerability to WBD in space and time, and (ii) identify optimal strategies for restoring these once prominent members of Caribbean coral reef communities. This research will address important societal needs by cross-training graduate students in coral biology, microbial genetics, bioinformatics, mathematical modeling, computer programming and statistics. Results of this project will be integrated into undergraduate courses in genetics, ecological modeling and biostatistics in order to emphasize the importance of quantitative and interdisciplinary STEM training for addressing important questions in biology. Finally, a series of interactive web modules will be created to disseminate the results of this project beyond academic circles, including to Northeastern University's Marine Science Center K-12 outreach programs and the Smithsonian Tropical Research Institute's outreach programs in Panama.&lt;/p&gt;
&lt;p&gt;There is growing recognition that the processes that structure microbial communities may scale up to explain disease outbreaks in their hosts. Despite the complexity of microbial communities, most studies to date have focused on resolving the direct relationship between the environment, the occurrence of pathogenic microbes, and the incidence of disease. However, the effects of microbial species interactions and dispersal on the emergence of host diseases remain largely unknown. This project will combine microbial genetics and mathematical modeling to understand the relative influence of the environment, species interactions and dispersal on the structure of microbial communities and the dynamics of disease in their coral hosts. This research uses the endangered Caribbean staghorn coral (Acropora cervicornis) and White Band Disease (WBD) as a model host-pathogen system. This once dominant, reef-building coral was decimated by WBD, prompting its listing as an endangered species. Recent work in this system suggests that (i) bacteria are the cause of WBD, (ii) the microbial community living within the host can produce antibiotic compounds that suppress pathogenic bacteria, and (iii) temperature increase promotes infection and reduces the production of antibiotic compounds. These findings suggest that the interplay between the environment and host-associated microbial species determines the structure of the microbial community and the health of the coral host. To disentangle these processes, a multi-factorial transmission experiment will be conducted to understand the direct and indirect effects of temperature, pathogen exposure, and microbial community complexity on disease dynamics. To determine how these results scale up to natural coral reefs, a spatial coral-microbial model will be fitted to field survey data. This fitted model will elucidate how seasonal temperature variation and microbial dispersal jointly influence coral disease outbreaks and the structure of coral-microbial communities across spatial scales. The proposed research will integrate research with teaching and training of undergraduate students.&lt;/p&gt;</gco:CharacterString>
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