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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/841008.rdf" xlink:actuate="onRequest">Coral 16s rRNA sequence accession, sample, and experimental treatment information from white plague disease exposed corals at Brewer’s Bay, St. Thomas, The U.S. Virgin Islands in June of 2017</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Mydlarz, L., Brandt, M. (2021) Coral 16s rRNA sequence accession, sample, and experimental treatment information from white plague disease exposed corals at Brewer’s Bay, St. Thomas, The U.S. Virgin Islands in June of 2017. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2021-02-17 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/841008 [access date]</gco:CharacterString>
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        <gco:CharacterString>Dataset Description: &amp;lt;p&amp;gt;Sequence data referenced in this dataset can be found in the NCBI SRA database under the National Center for Biotechnology Information BioProject PRJNA667272.&amp;amp;nbsp;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Location:&amp;amp;nbsp;Brewer’s Bay (18.34403, -64.98435), St. Thomas, The U.S. Virgin Islands&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Processing of fragments included freezing the coral tissue in liquid nitrogen and storing at -80˚C for 16S rRNA analysis. DNA from the coral samples were extracted at the University of Texas at Arlington (UTA) using DNeasy Powersoil Isolation kits (MO BIO Laboratories, Carlsbad, CA).&amp;amp;nbsp; Roughly 0.25g of tissue was removed from each of the coral fragments. Tissue from healthy-state fragments (“control”) was extracted from the center of the fragment. Tissue was extracted in a similar manner from fragments exposed to WPD that did not display lesions by the end of the experiment (“disease-exposed”). For fragments that developed a lesion(s) (“disease-infected”), tissue was extracted approximately 2 to 3mm horizontally from the lesion margin.&amp;amp;nbsp;&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Tissue samples were sent to MR DNA Molecular Research LP (Shallowater, TX) for 16S rRNA gene amplification using 515F and 806R primers for the V4 region and sequenced on an Illumina MiSeq 2x250bp PE reads. Before sequencing, coral DNA was amplified using 515F and 806R primers through 30 PCR cycles using HotStarTaq Plus Master Mix Kit (Qiagen, USA) under the following conditions: 94°C for 3 minutes, followed by 30-35 cycles of 94°C for 30 seconds, 53°C for 40 seconds and 72°C for 1 minute, after which a final elongation step at 72°C for 5 minutes was performed. PCR products were checked for amplification intensity and integrity on a 2% agarose gel and then bands of similar weight were pooled, purified using Ampure XP beads and used for illumina DNA library prep. Libraries were sequenced at MR DNA on an illumina MiSeq and then bioinformatically processed to combine homologous sequences, depleted barcodes, sequences &amp;amp;lt;150bp removed, and sequences with ambiguous base calls removed using the MR DNA analysis pipeline (MR DNA, Shallowater, TX, USA).&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Libraries were sequenced at MR DNA on an illumina MiSeq and then bioinformatically processed to combine homologous sequences, depleted barcodes, sequences &amp;amp;lt;150bp removed, and sequences with ambiguous base calls removed using the MR DNA analysis pipeline (MR DNA, Shallowater, TX, USA). Sequences were grouped into operational taxonomic units (OTU’s) with a 3% tolerated divergence (97% similarity) and taxonomically annotated using BLASTn against the NCBI database.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Instruments:&amp;amp;nbsp;&amp;lt;br /&amp;gt;
DNeasy Powersoil Isolation kits (MO BIO Laboratories, Carlsbad, CA)&amp;lt;br /&amp;gt;
Illumina MiSeq 2x250bp PE reads&amp;lt;br /&amp;gt;
HotStarTaq Plus Master Mix Kit (Qiagen, USA)&amp;lt;br /&amp;gt;
MR DNA analysis pipeline (MR DNA, Shallowater, TX, USA)&amp;lt;br /&amp;gt;
Taxonomically annotated using BLASTn against the NCBI database&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Coral species list in this dataset:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;ScientificName,AphiaID&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Colpophyllia natans,289697&amp;lt;br /&amp;gt;
Montastraea cavernosa,287962&amp;lt;br /&amp;gt;
Orbicella annularis,758260&amp;lt;br /&amp;gt;
Orbicella faveolata,758261&amp;lt;br /&amp;gt;
Porites astreoides,288889&amp;lt;br /&amp;gt;
Porites porites,207238&amp;lt;br /&amp;gt;
Siderastrea siderea,207516&amp;lt;/p&amp;gt;</gco:CharacterString>
      </gmd:abstract>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/727495.rdf" xlink:title="OCE-1712134" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1712134 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1712134</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/727500.rdf" xlink:title="OCE-1712240" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1712240 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1712240</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/727503.rdf" xlink:title="OCE-1712540" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1712540 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1712540</gmx:Anchor>
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&lt;p&gt;Environmental changes, such as ocean warming, have led to an increase in the prevalence of coral diseases, causing region-wide population collapses in some locations. However, not all coral species, or even populations within species, are affected by disease equally. Some species are host to many different types of diseases, but have limited mortality. Other species suffer significant disease-related mortality. How and why disease susceptibility differs among species and the effects of this differential susceptibility on reef community structure and composition are currently unknown. This project will use immune-challenge experiments that will quantify novel components of the innate immune system of corals, coupled with the application of a trait-based model, to fulfill three goals: 1) Determine variability of coral immune traits in seven common coral species found on Caribbean reefs, 2) Determine the variability in resistance to white plague disease transmission in the same coral species 3) Develop a predictive model of coral community assemblage that incorporates immune traits. Quantification of coral immunity will also incorporate unique approaches, such as combining full transcriptome sequencing with protein activity assays for a gene-to-phenotype analysis. Data will be mapped onto immune pathways for comprehensive pathway evaluation between coral species and these will serve as trait inputs into a &quot;traitspace&quot; model. These traits will provide continuous data within the model, which will create a probability density function (PDF) for the trait distributions of each species. These PDFs will then be used to determine the probability of species under different disease exposure scenarios. Model analyses will determine which traits influence community structure and characterize how disease exposure and the immune response will predict community assemblages through space and time. The completion and application of a trait-base model that incorporates extensive immunity parameters (none of which have been applied to trait models within coral ecosystems) is a distinct product from this project.&lt;/p&gt;</gco:CharacterString>
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&amp;lt;br /&amp;gt;
Processing of fragments included freezing the coral tissue in liquid nitrogen and storing at -80˚C for 16S rRNA analysis. DNA from the coral samples were extracted at the University of Texas at Arlington (UTA) using DNeasy Powersoil Isolation kits (MO BIO Laboratories, Carlsbad, CA).&amp;amp;nbsp; Roughly 0.25g of tissue was removed from each of the coral fragments. Tissue from healthy-state fragments (“control”) was extracted from the center of the fragment. Tissue was extracted in a similar manner from fragments exposed to WPD that did not display lesions by the end of the experiment (“disease-exposed”). For fragments that developed a lesion(s) (“disease-infected”), tissue was extracted approximately 2 to 3mm horizontally from the lesion margin.&amp;amp;nbsp;&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Tissue samples were sent to MR DNA Molecular Research LP (Shallowater, TX) for 16S rRNA gene amplification using 515F and 806R primers for the V4 region and sequenced on an Illumina MiSeq 2x250bp PE reads. Before sequencing, coral DNA was amplified using 515F and 806R primers through 30 PCR cycles using HotStarTaq Plus Master Mix Kit (Qiagen, USA) under the following conditions: 94°C for 3 minutes, followed by 30-35 cycles of 94°C for 30 seconds, 53°C for 40 seconds and 72°C for 1 minute, after which a final elongation step at 72°C for 5 minutes was performed. PCR products were checked for amplification intensity and integrity on a 2% agarose gel and then bands of similar weight were pooled, purified using Ampure XP beads and used for illumina DNA library prep. Libraries were sequenced at MR DNA on an illumina MiSeq and then bioinformatically processed to combine homologous sequences, depleted barcodes, sequences &amp;amp;lt;150bp removed, and sequences with ambiguous base calls removed using the MR DNA analysis pipeline (MR DNA, Shallowater, TX, USA).&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Libraries were sequenced at MR DNA on an illumina MiSeq and then bioinformatically processed to combine homologous sequences, depleted barcodes, sequences &amp;amp;lt;150bp removed, and sequences with ambiguous base calls removed using the MR DNA analysis pipeline (MR DNA, Shallowater, TX, USA). Sequences were grouped into operational taxonomic units (OTU’s) with a 3% tolerated divergence (97% similarity) and taxonomically annotated using BLASTn against the NCBI database.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Instruments:&amp;amp;nbsp;&amp;lt;br /&amp;gt;
DNeasy Powersoil Isolation kits (MO BIO Laboratories, Carlsbad, CA)&amp;lt;br /&amp;gt;
Illumina MiSeq 2x250bp PE reads&amp;lt;br /&amp;gt;
HotStarTaq Plus Master Mix Kit (Qiagen, USA)&amp;lt;br /&amp;gt;
MR DNA analysis pipeline (MR DNA, Shallowater, TX, USA)&amp;lt;br /&amp;gt;
Taxonomically annotated using BLASTn against the NCBI database&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Coral species list in this dataset:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;ScientificName,AphiaID&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Colpophyllia natans,289697&amp;lt;br /&amp;gt;
Montastraea cavernosa,287962&amp;lt;br /&amp;gt;
Orbicella annularis,758260&amp;lt;br /&amp;gt;
Orbicella faveolata,758261&amp;lt;br /&amp;gt;
Porites astreoides,288889&amp;lt;br /&amp;gt;
Porites porites,207238&amp;lt;br /&amp;gt;
Siderastrea siderea,207516&amp;lt;/p&amp;gt;</gco:CharacterString>
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* Data submitted in file&amp;amp;nbsp;BCO DMO EAGER Microbiome metadata.xlsx sheet 1 extracted to csv&amp;lt;br /&amp;gt;
* Modified parameter names to conform with BCO-DMO naming conventions: only A-Za-z0-9 and underscore allowed.&amp;amp;nbsp; Can not start with a number.&amp;amp;nbsp; (spaces, +, and - changed to underscores).&amp;amp;nbsp;&amp;lt;br /&amp;gt;
* Unique species list of species names in this dataset checked using the World Register of Marine Species (WoRMS) taxa match tool.&amp;amp;nbsp; All names were exact matches to accepted names as of 2021-02-17.&amp;amp;nbsp; Species list and AphiaIDs added to the metadata.&amp;lt;br /&amp;gt;
* &amp;quot;sample_title&amp;quot; column had no values so it was removed from the dataset.&amp;lt;br /&amp;gt;
*&amp;amp;nbsp; The combined lat_lon e.g. values &amp;quot;18.34 N 64.98 W&amp;quot; were removed&amp;amp;nbsp; and separate columns for latitude and longitude were added in decimal degrees using the value provided in the metadata.&amp;amp;nbsp;&amp;lt;br /&amp;gt;
* commas in geolocation replaced with semicolons. &amp;quot;USA: St thomas, Brewer's Bay&amp;quot; changed to &amp;quot;USA: St thomas; Brewer's Bay&amp;quot;&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmd:MD_MaintenanceFrequencyCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded" codeSpace="009">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>7.x-1.1</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:contact>
        <gmd:CI_ResponsibleParty>
  <gmd:organisationName>
    <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/191.rdf" xlink:actuate="onRequest">Biological and Chemical Oceanography Data Management Office (BCO-DMO)</gmx:Anchor>
  </gmd:organisationName>
  <gmd:contactInfo>
    <gmd:CI_Contact>
		  <gmd:phone>
		    <gmd:CI_Telephone>
				  <gmd:voice>
				    <gco:CharacterString>Unavailable</gco:CharacterString>
				  </gmd:voice>
				  <gmd:facsimile>
				    <gco:CharacterString>508-289-2009</gco:CharacterString>
				  </gmd:facsimile>
				</gmd:CI_Telephone>
		  </gmd:phone>
		  <gmd:address>
		    <gmd:CI_Address>
				  <gmd:deliveryPoint>
				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
				  </gmd:deliveryPoint>
				  <gmd:city>
				    <gco:CharacterString>Woods Hole</gco:CharacterString>
				  </gmd:city>
				  <gmd:administrativeArea>
				    <gco:CharacterString>MA</gco:CharacterString>
				  </gmd:administrativeArea>
				  <gmd:postalCode>
				    <gco:CharacterString>02543</gco:CharacterString>
				  </gmd:postalCode>
				  <gmd:country>
				    <gco:CharacterString>USA</gco:CharacterString>
				  </gmd:country>
				  <gmd:electronicMailAddress>
				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
				  </gmd:electronicMailAddress>
		    </gmd:CI_Address>
		  </gmd:address>
      <gmd:onlineResource>
          <gmd:CI_OnlineResource>
            <gmd:linkage>
              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
            </gmd:linkage>
          </gmd:CI_OnlineResource>
        </gmd:onlineResource>
		  <gmd:hoursOfService>
        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
      </gmd:hoursOfService>
		  <gmd:contactInstructions>
		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
		  </gmd:contactInstructions>
		</gmd:CI_Contact>
  </gmd:contactInfo>
  <gmd:role>
    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact"  codeSpace="007">pointOfContact</gmd:CI_RoleCode>
  </gmd:role>
</gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation>
    <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/649.rdf" xlink:title="Automated DNA Sequencer" xlink:actuate="onRequest">Illumina MiSeq 2x250bp PE reads</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>Illumina MiSeq 2x250bp PE reads</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Illumina MiSeq 2x250bp PE reads Instrument Name: Automated DNA Sequencer Instrument Short Name:Automated Sequencer   Instrument Description: A DNA sequencer is an instrument that determines the order of deoxynucleotides in deoxyribonucleic acid sequences.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>
