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            <gco:CharacterString>Cite this dataset as: Butler, M., Behringer, D., Shields, J., Paris-Limouzy, C. B. (2021) Caribbean wide survey of PaV1 prevalence in adult lobsters in lobster fishing grounds from 2006-2007 and 2010-2011 (Lobster disease connectivity project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 4) Version Date 2021-05-04 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/556371 [access date]</gco:CharacterString>
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        <gco:CharacterString>Caribbean wide survey of PaV1 prevalence in adult lobsters, 2006-2007 and 2010-2011 Dataset Description: &amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Related References:&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The results of these data have been reported in the following publication:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Moss, J., D. Behringer, J. D. Shields, A. Baeza, A. Aguilar-Perera, P. G. Bush, C. Dromer, A. Herrera-Moreno, L. Gittens, T. R. Matthews, M. R. McCord, M. T. Schärer, L. Reynal, N. Truelove, and M. J. Butler. 2013. Distribution, prevalence, and genetic analysis of Panulirus argus Virus I from the Caribbean Sea. Diseases of Aquatic Organisms 104: 129–140&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;From February 2006- February 2007 and from September 2010 through October 2011, adult &amp;lt;em&amp;gt;Panulirus argus&amp;lt;/em&amp;gt; tissues were obtained directly from fishermen as fresh or recently frozen tissue samples (fifth walking leg) from locations throughout the Caribbean. In most cases, approximately 100 lobsters were sampled from each country or sample location and carapace length and sex were taken for each lobster. Samples consisted of a 1 – 2 cm piece of a walking leg preserved in clear rum (40% ethanol, 80 proof), shipped to the Virginia Institute of Marine Science and transferred upon receipt into 95% ethanol for long-term storage in preparation for genetic analysis.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Molecular diagnostics and DNA sequencing&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Genomic DNA was extracted using Chelex resin (Biorad, Hercules, CA). Using sterile methods, aliquots of ~15mg of tissue or 150µl of hemolymph in anticoagulant, were incubated with 50µl of 10% Chelex resin (w/v) and 12µl of proteinase K (Qiagen, Valencia, CA) at 60ºC for approximately 4 hrs. Once tissue lysis was complete, samples were vortexed for 15 s, heated at 100ºC for 10 min, vortexed briefly again and then centrifuged at 13,600 rpm for 1 min. The DNA (supernatant) was removed and stored at either -20ºC or 4ºC prior to genetic analysis.&amp;amp;nbsp;For quality control, genomic DNA from each lobster was assessed by amplifying the small subunit ribosomal RNA (SSU) using ‘universal’ SSU primers. The amplified target DNA fragment was approximately 1800 bp in length.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Diagnosis of PaV1 was done using PCR primers published previously with modifications to reagent concentrations, thermocycling parameters, and reaction volume as described in Moss et al. (2012). The concentrations of the assay reagents were 1X PCR buffer (20mM Tris-HCl (pH 8.4), 50mM KCl), 0.2 mg ml-1 bovine serum albumin (BSA), 1.5 mM MgCl2, 0.2 mM dNTPs, 0.5 uM 45aF (forward primer), 0.5 uM 543aR (reverse primer) and 1.0 unit Taq polymerase (Invitrogen, Carlsbad, CA). Aliquots of 2.5 uL of lobster genomic DNA were added to 22.5 uL of PCR reagents for a final PCR volume of 25 uL. An additional control reaction containing 2.5 ?l of ddH20 plus PCR reagents in the above concentrations was included as a separate control (no DNA). The thermocycling parameters were an initial denaturation step at 94°C for 5 min followed by 40 cycles of 94°C for 45 s, 63°C for 45 s, 72°C for 1 min, all followed by a final elongation step at 72°C for 10 min. Aliquots of 10 ?L of the PaV1 PCR product or 6 ?L of the SSU product were loaded onto a 2% agarose gel (w/v), electrophoresed at 100V, stained with ethidium bromide and examined under UV light. Images were recorded using the Alpha Innotech FluorChem? (San Leandro, CA) imaging system.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Amplification products from all spiny lobsters found to be PCR positive for PaV1 were cloned and sequenced. Briefly, between 4 and 8 clones were sequenced per sample. PCR products of the correct size (~500 bp) were cloned into the plasmid pCR4-TOPO and then transformed into Escherichia coli using a TOPO TA Cloning Kit (Invitrogen, Carlsbad, CA) using half the manufacturer’s recommendation of vector and chemically-competent cells. Selection was based on ampicillin resistance. Transformed bacterial colonies were screened for inserts using a boil-prep method followed by PCR amplification using the M13 vector primers. Before sequencing, PCR products were treated with shrimp alkaline phosphatase (SAP) and exonuclease I (Exo I) (Amersham Biosciences, Piscataway, NJ) to remove excess oligonucleotides and dNTPs. Bidirectional sequencing was performed using the Big Dye Terminator Kit v3.1 (Applied Biosystems, Norwalk, CT) with M13 sequencing primers in 5 uL reactions with one eighth the concentration of Big Dye recommended by the manufacturer’s protocols. Sequence products were re-suspended in 20 uL of Hi-Di formamide (Applied Biosystems, Foster City, CA) and 10 uL of each were electrophoretically separated on an ABI 3130 Prism Genetic Analyzer.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Vector trimming and sequence editing were performed using CodonCode Aligner v3.7.1.1. Sequences were aligned using the ClustalW algorithm in MacVector v.12.5.1. Settings for pairwise alignment were an open gap penalty of 10.0 and an extend gap penalty of 0.1. Settings for the multiple alignment stage were an open gap penalty of 10.0 and an extend gap penalty of 0.05. Following ClustalW alignment, the resulting alignment was edited by hand. Sequences were examined for unique alleles using Collapse v.1.2. Measures of genetic distance and nucleotide diversity were performed using MEGA v.5.0.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/472654.rdf" xlink:title="OCE-0928930" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-0928930 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=0928930</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/472696.rdf" xlink:title="OCE-0929086" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-0929086  Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=0929086</gmx:Anchor>
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                            <gco:CharacterString>&lt;p&gt;Scientists are struck by how different terrestrial epidemiology is from that in marine ecosystems, a crucial difference being the more rapid spread of diseases in the ocean due to the presumed absence of barriers to waterborne dispersal. Yet, the movement of pathogens in the sea and its importance to disease dynamics in marine metapopulations is virtually unstudied. Marine pathogens do spread among distant host populations, as demonstrated by dramatic epizootics, but is this common or demographically relevant? Nearly all studies of marine diseases treat such events as transitory, focusing instead on local disease dynamics. This approach suggests either that small-scale phenomena normally trump the influence of large-scale pathogen connectivity or, alternatively, that the dispersal of marine pathogens by highly motile adults or free-living waterborne pathogens is simply too intractable for empirical investigation. Yet, there is another perhaps unappreciated mechanism – dispersal by infected larvae. Most marine animals have life histories that include planktonic larvae, many of which are highly dispersive. If infected by pathogens, these “larval vectors” would provide an efficient mechanism for distributing pathogens at high concentrations directly into habitats where hosts dwell. More so than passive, waterborne pathogens that are subject to rapid dilution and have no means of targeting distant hosts.&lt;/p&gt;
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	Name: date
	Units: yyyy-mm-dd
	Description: &lt;p&gt;date of survey&lt;/p&gt; 
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http://lod.bco-dmo.org/id/dataset-parameter/556389.rdf
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	Description: &lt;p&gt;visual assessment of molt condition: I = intermolt; PR = premolt; PO = postmolt&lt;/p&gt; 
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	Name: ant_old_new
	Units: unitless
	Description: &lt;p&gt;number of old/new antennae injuries if any&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/556392.rdf
	Name: other_old_new
	Units: unitless
	Description: &lt;p&gt;number of old/new other injuries if any&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/556393.rdf
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	Description: &lt;p&gt;signs of PaV1 infection in lobster obvious to naked eye; 0 = no; 1 = yes&lt;/p&gt; 
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	Name: blood_sample
	Units: unitless
	Description: &lt;p&gt;hemolymph sample vial label if any&lt;/p&gt; 
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	Description: &lt;p&gt;positive or negative PCR test for presence of PaV1 virus DNAa&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/556396.rdf
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                <gco:CharacterString>&amp;lt;p&amp;gt;From February 2006- February 2007 and from September 2010 through October 2011, adult &amp;lt;em&amp;gt;Panulirus argus&amp;lt;/em&amp;gt; tissues were obtained directly from fishermen as fresh or recently frozen tissue samples (fifth walking leg) from locations throughout the Caribbean. In most cases, approximately 100 lobsters were sampled from each country or sample location and carapace length and sex were taken for each lobster. Samples consisted of a 1 – 2 cm piece of a walking leg preserved in clear rum (40% ethanol, 80 proof), shipped to the Virginia Institute of Marine Science and transferred upon receipt into 95% ethanol for long-term storage in preparation for genetic analysis.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Molecular diagnostics and DNA sequencing&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Genomic DNA was extracted using Chelex resin (Biorad, Hercules, CA). Using sterile methods, aliquots of ~15mg of tissue or 150µl of hemolymph in anticoagulant, were incubated with 50µl of 10% Chelex resin (w/v) and 12µl of proteinase K (Qiagen, Valencia, CA) at 60ºC for approximately 4 hrs. Once tissue lysis was complete, samples were vortexed for 15 s, heated at 100ºC for 10 min, vortexed briefly again and then centrifuged at 13,600 rpm for 1 min. The DNA (supernatant) was removed and stored at either -20ºC or 4ºC prior to genetic analysis.&amp;amp;nbsp;For quality control, genomic DNA from each lobster was assessed by amplifying the small subunit ribosomal RNA (SSU) using ‘universal’ SSU primers. The amplified target DNA fragment was approximately 1800 bp in length.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Diagnosis of PaV1 was done using PCR primers published previously with modifications to reagent concentrations, thermocycling parameters, and reaction volume as described in Moss et al. (2012). The concentrations of the assay reagents were 1X PCR buffer (20mM Tris-HCl (pH 8.4), 50mM KCl), 0.2 mg ml-1 bovine serum albumin (BSA), 1.5 mM MgCl2, 0.2 mM dNTPs, 0.5 uM 45aF (forward primer), 0.5 uM 543aR (reverse primer) and 1.0 unit Taq polymerase (Invitrogen, Carlsbad, CA). Aliquots of 2.5 uL of lobster genomic DNA were added to 22.5 uL of PCR reagents for a final PCR volume of 25 uL. An additional control reaction containing 2.5 ?l of ddH20 plus PCR reagents in the above concentrations was included as a separate control (no DNA). The thermocycling parameters were an initial denaturation step at 94°C for 5 min followed by 40 cycles of 94°C for 45 s, 63°C for 45 s, 72°C for 1 min, all followed by a final elongation step at 72°C for 10 min. Aliquots of 10 ?L of the PaV1 PCR product or 6 ?L of the SSU product were loaded onto a 2% agarose gel (w/v), electrophoresed at 100V, stained with ethidium bromide and examined under UV light. Images were recorded using the Alpha Innotech FluorChem? (San Leandro, CA) imaging system.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Amplification products from all spiny lobsters found to be PCR positive for PaV1 were cloned and sequenced. Briefly, between 4 and 8 clones were sequenced per sample. PCR products of the correct size (~500 bp) were cloned into the plasmid pCR4-TOPO and then transformed into Escherichia coli using a TOPO TA Cloning Kit (Invitrogen, Carlsbad, CA) using half the manufacturer’s recommendation of vector and chemically-competent cells. Selection was based on ampicillin resistance. Transformed bacterial colonies were screened for inserts using a boil-prep method followed by PCR amplification using the M13 vector primers. Before sequencing, PCR products were treated with shrimp alkaline phosphatase (SAP) and exonuclease I (Exo I) (Amersham Biosciences, Piscataway, NJ) to remove excess oligonucleotides and dNTPs. Bidirectional sequencing was performed using the Big Dye Terminator Kit v3.1 (Applied Biosystems, Norwalk, CT) with M13 sequencing primers in 5 uL reactions with one eighth the concentration of Big Dye recommended by the manufacturer’s protocols. Sequence products were re-suspended in 20 uL of Hi-Di formamide (Applied Biosystems, Foster City, CA) and 10 uL of each were electrophoretically separated on an ABI 3130 Prism Genetic Analyzer.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Vector trimming and sequence editing were performed using CodonCode Aligner v3.7.1.1. Sequences were aligned using the ClustalW algorithm in MacVector v.12.5.1. Settings for pairwise alignment were an open gap penalty of 10.0 and an extend gap penalty of 0.1. Settings for the multiple alignment stage were an open gap penalty of 10.0 and an extend gap penalty of 0.05. Following ClustalW alignment, the resulting alignment was edited by hand. Sequences were examined for unique alleles using Collapse v.1.2. Measures of genetic distance and nucleotide diversity were performed using MEGA v.5.0.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                      <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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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Rarefaction analysis:&amp;lt;/strong&amp;gt;&amp;amp;nbsp;For cost effectiveness, efficiency in sample processing, and quality control, we examined how the presence of alleles (allele richness) varied with the number of infected lobsters examined and the number of clones analyzed (4 vs. 8 bacterial clones sequenced per infected lobster). Rarefaction analysis on a preliminary data set was used to examine allele richness. Values for Cole’s rarefaction were estimated using EstimateS8.0 (Colwell 2006). In the first analysis, common and rare alleles from all of the clones (4 or 8 clones per infected lobster, see above) were used to examine allele richness. In the second analysis, we asked whether common alleles were represented in both the 4-clone and 8-clone datasets. Common alleles were defined as those present in three or more infected lobsters using 8 clones from each, or two or more lobsters using 4 clones from each. For each analysis the number of clones (4 or 8 clones) examined were run separately, and the presence of an allele was counted as one when one or more clones from an infected lobster had it.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;BCO-DMO Processing:&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;- added conventional header with dataset name, PI name, version date, reference information&amp;lt;br /&amp;gt;
- renamed parameters to BCO-DMO standard&amp;lt;br /&amp;gt;
- added lat/lon&amp;lt;br /&amp;gt;
- changed sex ? to nd&amp;lt;br /&amp;gt;
- changed blanks to nd&amp;lt;br /&amp;gt;
- changed lat/lon to decimal degrees&amp;lt;br /&amp;gt;
- changed all-caps to lower case/title case&amp;lt;br /&amp;gt;
- change sex=H to sex=M&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Version 4 (2021-05-04) replaced version 3 (2015-04-22)&amp;lt;br /&amp;gt;
* non-utf8 characters&amp;amp;nbsp;were causing incompatibility issues.&amp;amp;nbsp; Converted source file&amp;amp;nbsp;carib_survey_v3.dat to utf8.&amp;lt;/p&amp;gt;</gco:CharacterString>
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