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            <gco:CharacterString>Cite this dataset as: Grupstra, C. G. (2026) Host genome and microbiome sequencing data for Porites cryptic lineages in classic and extreme reefs in Palau in November 2021. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-04-17 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/996942 [access date]</gco:CharacterString>
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        <gco:CharacterString>Cryptic Porites lineage genomic and microbiome data Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;Colonies resembling the gross morphology of &amp;lt;em&amp;gt;Porites lobata&amp;lt;/em&amp;gt; Dana, 1846 were tagged at six sites, at&amp;amp;nbsp;the Rock Islands of Palau, in November 2021 in a transect along the shoreline (N=15 per site, 90 colonies total). All colonies were sampled using a hammer and chisel between 1 and 6 meters (m) depth, with the majority between 3 and 4 m. All selected colonies were at least 1-5 m apart to reduce the risk of sampling clone mates while maximizing the probability that the colonies were exposed to similar conditions within a site. Targeted colonies were also relatively small in size (30-50 centimeters (cm)) to facilitate transportation to aquarium facilities for further analyses and experiments. The total area over which corals were collected was 250-500 square meters (m²) per site. Tissue samples were taken from the center of each colony, immediately fixed in ethanol, and stored at -20 degrees Celsius (°C) (2 × 2 cm samples).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Tissue samples from all coral colonies were crushed with a sterile razor blade, and DNeasy Blood and Tissue kits (Qiagen) were used to isolate DNA from the resulting homogenate according to the manufacturer's instructions, with one modification: the lysis step was conducted overnight. Isolated DNA was then cleaned with a Zymo Clean and Concentrator kit (Zymo Research, CA). DNA was quantified using a Qubit fluorometer (Invitrogen), standardized to 25 nanograms per microliter (ng μL⁻¹), prepared for 2b-RAD sequencing according to (Wang et al., 2012), and sequenced across one lane of Illumina HiSeq 2500 using single-end 50 bp sequencing at the Tufts University Core Facility (TUCF) Genomics. Five technical replicates were included in the library preparation to aid the downstream identification of clonemates.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Photobiont communities were characterized in samples through sequencing of the internal transcribed spacer region 2 (ITS2) region using &amp;lt;em&amp;gt;SYM_VAR_5.8S2&amp;lt;/em&amp;gt; and&amp;lt;em&amp;gt; SYM_VAR_REV&amp;lt;/em&amp;gt; primers (Hume et al., 2015, 2018). The PCR profile included 26 cycles of 95 °C for 40 seconds, 59 °C for 2 minutes, 72 °C for 1 minute and a final extension of 72 °C for 7 minutes. A negative control was included in the initial amplification but failed to amplify, so it was not included in downstream library preparations. Successful amplifications were cleaned using the GeneJET PCR Purification kit (ThermoFisher Scientific) and a second PCR was conducted to attach Illumina MiSeq dual barcodes to the PCR product before samples were pooled. Volumes for pooling were based on the visualization of barcoded sample band intensity on a 1% agarose gel. This pool was cleaned using the GeneJET PCR Purification kit, gel extracted, and submitted for sequencing as described below.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To characterize bacterial communities, the V4 region of the 16S rRNA gene was amplified from the same samples via PCR using Hyb515f (Parada et al., 2016) and Hyb806R (Apprill et al., 2015) primers and the following PCR profile: 35 cycles of 95 °C for 40 seconds, 65 °C for 2 minutes, 72 °C for 1 minute and a final extension of 7 minutes. Subsequent PCR amplification, cleaning, dual-barcoding, and gel extraction followed the same protocol described for ITS2 with the inclusion of three negative controls, which were also submitted for sequencing. ITS2 and 16S pools were quantified and combined in a 1:3 ratio, respectively. Libraries were sequenced together on Illumina MiSeq (paired-end 250 bp) at Tufts University Core Facility (TUCF) Genomics.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/884396.rdf" xlink:title="OCE-2048589" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2048589 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2048589</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/884401.rdf" xlink:title="OCE-2048678" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2048678 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2048678</gmx:Anchor>
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              <gmd:linkage>
                <gmd:URL>https://osprey.bco-dmo.org/dataset/996942/data/download</gmd:URL>
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                <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
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                <gco:CharacterString>&amp;lt;p&amp;gt;Colonies resembling the gross morphology of &amp;lt;em&amp;gt;Porites lobata&amp;lt;/em&amp;gt; Dana, 1846 were tagged at six sites, at&amp;amp;nbsp;the Rock Islands of Palau, in November 2021 in a transect along the shoreline (N=15 per site, 90 colonies total). All colonies were sampled using a hammer and chisel between 1 and 6 meters (m) depth, with the majority between 3 and 4 m. All selected colonies were at least 1-5 m apart to reduce the risk of sampling clone mates while maximizing the probability that the colonies were exposed to similar conditions within a site. Targeted colonies were also relatively small in size (30-50 centimeters (cm)) to facilitate transportation to aquarium facilities for further analyses and experiments. The total area over which corals were collected was 250-500 square meters (m²) per site. Tissue samples were taken from the center of each colony, immediately fixed in ethanol, and stored at -20 degrees Celsius (°C) (2 × 2 cm samples).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Tissue samples from all coral colonies were crushed with a sterile razor blade, and DNeasy Blood and Tissue kits (Qiagen) were used to isolate DNA from the resulting homogenate according to the manufacturer's instructions, with one modification: the lysis step was conducted overnight. Isolated DNA was then cleaned with a Zymo Clean and Concentrator kit (Zymo Research, CA). DNA was quantified using a Qubit fluorometer (Invitrogen), standardized to 25 nanograms per microliter (ng μL⁻¹), prepared for 2b-RAD sequencing according to (Wang et al., 2012), and sequenced across one lane of Illumina HiSeq 2500 using single-end 50 bp sequencing at the Tufts University Core Facility (TUCF) Genomics. Five technical replicates were included in the library preparation to aid the downstream identification of clonemates.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Photobiont communities were characterized in samples through sequencing of the internal transcribed spacer region 2 (ITS2) region using &amp;lt;em&amp;gt;SYM_VAR_5.8S2&amp;lt;/em&amp;gt; and&amp;lt;em&amp;gt; SYM_VAR_REV&amp;lt;/em&amp;gt; primers (Hume et al., 2015, 2018). The PCR profile included 26 cycles of 95 °C for 40 seconds, 59 °C for 2 minutes, 72 °C for 1 minute and a final extension of 72 °C for 7 minutes. A negative control was included in the initial amplification but failed to amplify, so it was not included in downstream library preparations. Successful amplifications were cleaned using the GeneJET PCR Purification kit (ThermoFisher Scientific) and a second PCR was conducted to attach Illumina MiSeq dual barcodes to the PCR product before samples were pooled. Volumes for pooling were based on the visualization of barcoded sample band intensity on a 1% agarose gel. This pool was cleaned using the GeneJET PCR Purification kit, gel extracted, and submitted for sequencing as described below.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To characterize bacterial communities, the V4 region of the 16S rRNA gene was amplified from the same samples via PCR using Hyb515f (Parada et al., 2016) and Hyb806R (Apprill et al., 2015) primers and the following PCR profile: 35 cycles of 95 °C for 40 seconds, 65 °C for 2 minutes, 72 °C for 1 minute and a final extension of 7 minutes. Subsequent PCR amplification, cleaning, dual-barcoding, and gel extraction followed the same protocol described for ITS2 with the inclusion of three negative controls, which were also submitted for sequencing. ITS2 and 16S pools were quantified and combined in a 1:3 ratio, respectively. Libraries were sequenced together on Illumina MiSeq (paired-end 250 bp) at Tufts University Core Facility (TUCF) Genomics.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                        <gco:CharacterString>Specified by the Principal Investigator(s)</gco:CharacterString>
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            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;2bRAD Sequencing:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Raw 2bRAD reads were deduplicated and trimmed using the FASTX toolkit (&amp;lt;a href=&amp;quot;http://hannonlab.cshl.edu/fastx_toolkit&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;http://hannonlab.cshl.edu/fastx_toolkit&amp;lt;/a&amp;gt;). Reads under 25 base pairs (bp) in length or with quality scores &amp;amp;lt;15 were discarded. Following Rippe et al. (2021), photobiont reads were removed by discarding reads that mapped to concatenated Symbiodiniaceae genomes (&amp;lt;em&amp;gt;Symbiodinium &amp;lt;/em&amp;gt;(Aranda et al., 2016)&amp;lt;em&amp;gt;, Breviolum &amp;lt;/em&amp;gt;(Shoguchi et al., 2013)&amp;lt;em&amp;gt;, Cladocopium &amp;lt;/em&amp;gt;(Dougan, 2020), and &amp;lt;em&amp;gt;Durusdinium &amp;lt;/em&amp;gt;with Bowtie2 v2.4.2 (Langmead &amp;amp;amp; Salzberg, 2012). The remaining host reads were then mapped to the &amp;lt;em&amp;gt;Porites lobata &amp;lt;/em&amp;gt;genome (Noel et al., 2023). Genotyping was performed using ANGSD v0.923 (Korneliussen et al., 2014). Filters that were used across all analyses included loci that were present in ≥ 80% of individuals, and a minimum read depth of 6 across all samples. Triallelic sites were removed. Reads had a minimum quality of 25, minimum mapping quality of 20 with a strand bias p-value of 1e-5 and a heterozygosity bias p-value of 1e-5. Clones were detected using hierarchical clustering based on pairwise identity by state (IBS) with an additional minor allele frequency (MAF) filter of 0.05. Technical replicates provided the clone detection threshold, and one member of each clone pair was removed for downstream analyses.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A total of 75 samples remained after quality control and technical replicate removal. These libraries were selected for further population genomic analyses due to a higher proportion of the genome covered compared to reduced RAD samples. For all population genomic analyses an additional MAF filter of 0.05 was added, with the exception of site frequency spectrum (SFS) based analyses. Admixture was estimated using NGSadmix; admixture plots were then created using a custom R script (&amp;lt;a href=&amp;quot;https://github.com/z0on/2bRAD_denovo/blob/master/admixturePlotting_v5.R&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;https://github.com/z0on/2bRAD_denovo/blob/master/admixturePlotting_v5.R&amp;lt;/a&amp;gt;). Principal Component Analysis (PCA) was conducted using a covariance matrix based on single-read resampling calculated in ANGSD. Admixture results were visualized using the K with the least cross validation error reported from ADMIXTURE. These analyses demonstrated the presence of three distinct lineages amongst our six sampling sites. F&amp;lt;sub&amp;gt;ST&amp;lt;/sub&amp;gt; was estimated between pairs of lineages using ANGSD before and after outlier loci were removed using Bayescan (&amp;lt;a href=&amp;quot;https://doi.org/10.1534/genetics.108.092221&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;https://doi.org/10.1534/genetics.108.092221&amp;lt;/a&amp;gt;, Foll &amp;amp;amp; Gaggiotti, 2008).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Microbial community sequencing:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Photobiont communities were characterized through sequencing of the internal transcribed spacer region 2 (ITS2) region using &amp;lt;em&amp;gt;SYM_VAR_5.8S2&amp;lt;/em&amp;gt; and&amp;lt;em&amp;gt; SYM_VAR_REV&amp;lt;/em&amp;gt; primers (Hume et al., 2015, 2018). The PCR profile included 26 cycles of 95 °C for 40 seconds, 59 °C for 2 minutes, 72 °C for 1 minute and a final extension of 72 °C for 7 minutes. A negative control was included in the initial amplification but failed to amplify, so it was not included in downstream library preparations. Successful amplifications were cleaned using the GeneJET PCR Purification kit (ThermoFisher Scientific) and a second PCR was conducted to attach Illumina MiSeq dual barcodes to the PCR product before samples were pooled. Volumes for pooling were based on the visualization of barcoded sample band intensity on a 1% agarose gel. This pool was cleaned using the GeneJET PCR Purification kit, gel extracted, and submitted for sequencing as described below.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To characterize bacterial communities, the V4 region of the 16S rRNA gene was amplified from the same samples via PCR using Hyb515f (Parada et al., 2016) and Hyb806R (Apprill et al., 2015) primers and the following PCR profile: 35 cycles of 95 °C for 40 seconds, 65 °C for 2 minutes, 72 °C for 1 minute and a final extension of 7 minutes. Subsequent PCR amplification, cleaning, dual-barcoding, and gel extraction followed the same protocol described for ITS2 with the inclusion of three negative controls, which were also submitted for sequencing. ITS2 and 16S pools were quantified and combined in a 1:3 ratio, respectively. Libraries were sequenced together on Illumina MiSeq (paired-end 250 bp) at Tufts University Core Facility (TUCF) Genomics.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Sequences with adaptor contamination were removed and raw 16S and ITS-2 sequences were separated based on primer sequences using bbduk following Bove et al. (2023). Raw ITS-2 reads were processed by Symportal (Hume et al., 2019) to produce defining intragenomic sequence variant (DIV) profiles for each coral colony. Two samples with &amp;amp;lt;1,000 reads were removed, as well as one outlier sample with &amp;amp;gt;1 million reads; the remaining samples (n&amp;lt;em&amp;gt; = &amp;lt;/em&amp;gt;73) had an average of ~5,500 reads per sample (min: 1,116; max: 16,931). All samples were dominated by one of ten &amp;lt;em&amp;gt;Cladocopium &amp;lt;/em&amp;gt;C15 types, and four samples hosted low abundances of &amp;lt;em&amp;gt;Symbiodinium &amp;lt;/em&amp;gt;A3 sequences.&amp;lt;/p&amp;gt;</gco:CharacterString>
              </gmd:description>
              <gmd:source>
                <gmd:LI_Source>
                  <gmd:sourceCitation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>Specified by the Principal Investigator(s)</gco:CharacterString>
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                      <gmd:date gco:nilReason="unknown"/>
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              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
        <gmd:processStep xlink:title="BCO-DMO Data Processing Description">
              <gmd:LI_ProcessStep>
                <gmd:description>
                  <gco:CharacterString>- Imported original file &amp;quot;BCO_DMO_sequencing data_final.csv&amp;quot; into the BCO-DMO system.
- Converted Date field to YYYY-MM format.
- Renamed fields to comply with BCO-DMO naming conventions.
- Saved the final file as &amp;quot;996942_v1_cryptic_porites_lineage.csv&amp;quot;.

- Imported the supplemental file &amp;quot;Supplementary Datafile 3_its2-seq.csv&amp;quot; into the BCO-DMO system.
- Converted Date field to YYYY-MM format.
- Saved the final file as &amp;quot;996942_v1_supplemental_div_data.csv&amp;quot;.</gco:CharacterString>
                </gmd:description>
                <gmd:source>
                  <gmd:LI_Source>
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                        <gmd:title>
                          <gco:CharacterString>Specified by BCO-DMO Data Managers</gco:CharacterString>
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   </gmd:DQ_DataQuality>
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  <gmd:metadataMaintenance>
    <gmd:MD_MaintenanceInformation>
      <gmd:maintenanceAndUpdateFrequency>
        <gmd:MD_MaintenanceFrequencyCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded" codeSpace="009">asNeeded</gmd:MD_MaintenanceFrequencyCode>
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      <gmd:maintenanceNote>
        <gco:CharacterString>7.x-1.1</gco:CharacterString>
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      <gmd:contact>
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    <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>
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		    <gmd:CI_Telephone>
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				    <gco:CharacterString>Unavailable</gco:CharacterString>
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				    <gco:CharacterString>508-289-2009</gco:CharacterString>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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				    <gco:CharacterString>Woods Hole</gco:CharacterString>
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				    <gco:CharacterString>MA</gco:CharacterString>
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				    <gco:CharacterString>02543</gco:CharacterString>
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            <gmd:linkage>
              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
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        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/565.rdf" xlink:title="Manual Biota Sampler" xlink:actuate="onRequest">Hammer and chisel</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/940036.rdf" xlink:title="Qubit fluorometer" xlink:actuate="onRequest">Qubit 4, Invitrogen</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Qubit 4, Invitrogen PI Supplied Instrument Description:DNA was quantified using a Qubit fluorometer. Instrument Name: Qubit fluorometer Instrument Short Name:   Instrument Description: Benchtop fluorometer. The Invitrogen Qubit Fluorometer accurately and quickly measures the concentration of DNA, RNA, or protein in a single sample. It can also be used to assess RNA integrity and quality. 

Manufactured by Invitrogen, Carlsbad, CA, USA (Invitrogen is one of several brands under the Thermo Fisher Scientific corporation.)</gco:CharacterString>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/471582.rdf" xlink:title="Thermal Cycler" xlink:actuate="onRequest">Bibby Scientific PCRmax Alpha Cycler 4</gmx:Anchor>
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            <gco:CharacterString>Bibby Scientific PCRmax Alpha Cycler 4</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: Bibby Scientific PCRmax Alpha Cycler 4 PI Supplied Instrument Description:Bibby Scientific tetrad of 96-well gradient Mastercyclers (PCRmax Alpha4) Instrument Name: Thermal Cycler Instrument Short Name:Thermal Cycler   Instrument Description: A thermal cycler or &quot;thermocycler&quot; is a general term for a type of laboratory apparatus, commonly used for performing polymerase chain reaction (PCR), that is capable of repeatedly altering and maintaining specific temperatures for defined periods of time. The device has a thermal block with holes where tubes with the PCR reaction mixtures can be inserted. The cycler then raises and lowers the temperature of the block in discrete, pre-programmed steps. They can also be used to facilitate other temperature-sensitive reactions, including restriction enzyme digestion or rapid diagnostics.

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