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        <gco:CharacterString>Trichodesmium nutrient-limited proteomes in 380 and 750 uatm CO2 Dataset Description: &amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Trichodesmium erythraeum&amp;lt;/em&amp;gt; was grown in biological triplicate under two CO2 regimes (380 and 750 uatm pCO2) and four different nutrient regimes (replete, phosphorus-limited,iron-limited, iron/phosphorus colimited).&amp;amp;nbsp;&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Raw sequence reads from the &amp;lt;em&amp;gt;Trichodesmium &amp;lt;/em&amp;gt;&amp;lt;em&amp;gt;erythraeum&amp;lt;/em&amp;gt;&amp;lt;em&amp;gt; &amp;lt;/em&amp;gt;used in this experiment can be accessed at The National Center for Biotechnology Information (NCBI) under the BioProject &amp;lt;a href=&amp;quot;https://www.ncbi.nlm.nih.gov/bioproject/?term=PRJNA312342&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;PRJNA312342&amp;lt;/a&amp;gt;.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Protein sequences can be accessed through NCBI BioProject &amp;lt;a href=&amp;quot;https://www.ncbi.nlm.nih.gov/bioproject/PRJNA318/&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;PRJNA318&amp;lt;/a&amp;gt;.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
The&amp;amp;nbsp;fasta&amp;amp;nbsp;file&amp;amp;nbsp;&amp;lt;a href=&amp;quot;https://datadocs.bco-dmo.org/docs/302/HiCO2_AdaptCyano/data_docs/IMG_Trichodesmium_IMS101_genes.fasta&amp;quot;&amp;gt;IMG_Trichodesmium_IMS101_genes.fasta&amp;lt;/a&amp;gt;&amp;amp;nbsp;(5.4 MB) contains all of the Integrated Microbial Genomes (IMG)-annotated genes in the Trichodesmium&amp;amp;nbsp;erythraeum&amp;amp;nbsp;IMS101 genome.&amp;amp;nbsp; More information can be found at the IMG Trichodesmium genome portal, &amp;quot;&amp;lt;a href=&amp;quot;https://img.jgi.doe.gov/cgi-bin/m/main.cgi?section=TaxonDetail&amp;amp;amp;page=proteinCodingGenes&amp;amp;amp;taxon_oid=637000329&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;genes page&amp;lt;/a&amp;gt;&amp;quot; and &amp;lt;a href=&amp;quot;https://img.jgi.doe.gov/cgi-bin/m/main.cgi?section=TaxonDetail&amp;amp;amp;page=taxonDetail&amp;amp;amp;taxon_oid=637000329&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;IMG Genome ID&amp;amp;nbsp;637000329&amp;lt;/a&amp;gt;&amp;amp;nbsp;page.&amp;lt;/p&amp;gt;

Raw spectra are available as dataset PXD010515 in the PRIDE proteome-exchange repository (doi: 10.6019/PXD010515).

These results were published in: 
* Walworth et al., 2016a
* Walworth et al., 2016b
* Walworth et al., 2018

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Related dataset:&amp;amp;nbsp;&amp;lt;/strong&amp;gt;&amp;lt;a href=&amp;quot;https://www.bco-dmo.org/dataset/649904&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Trichodesmium physiology and cell growth&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;The following are excerpts from Walworth et al. 2016a.&amp;amp;nbsp;Please refer to this reference for more details of the methodology used to generate these data.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;quot;Protein spectral counts are generated by extracting proteins from cells, digesting into smaller peptides, separating them on HPLC (high-performance liquid chromatography), and measuring peptide masses on a mass spectrometer to ascertain mass-to-charge ratio. Peptide fragment ratios are then compared to a reference genome and spectral counts per protein are enumerated.&amp;quot;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;quot;Nitrogen fixation by cyanobacteria supplies critical bioavailable nitrogen to marine ecosystems worldwide; however, field and lab data have demonstrated it to be limited by iron, phosphorus and/or CO2. To address unknown future interactions among these factors, we grew the nitrogen-fixing cyanobacterium Trichodesmium for 1 year under Fe/P co-limitation following 7 years of both low and high CO2 selection. Fe/P co-limited cell lines demonstrated a complex cellular response including increased growth rates, broad proteome restructuring and cell size reductions relative to steady-state growth limited by either Fe or P alone. Fe/P co-limitation increased abundance of a protein containing a conserved domain previously implicated in cell size regulation, suggesting a similar role in Trichodesmium. Increased CO2 further induced nutrient-limited proteome shifts in widespread core metabolisms. Our results thus suggest that N2-fixing microbes may be significantly impacted by interactions between elevated CO2 and nutrient limitation, with broad implications for global biogeochemical cycles in the future ocean.&amp;quot;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;quot;Spectral counts compare a specific protein’s abundance between treatments, rather than against other&amp;amp;nbsp;proteins,&amp;amp;nbsp;because the sensitivity of spectral counts can vary between proteins depending on the number of tryptic peptides within the sequence and their chemical characteristics.&amp;quot;&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/551229.rdf" xlink:title="OCE-1260490" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1260490 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1260490</gmx:Anchor>
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&lt;p&gt;The investigators will grow representative high- and low-CO2 adapted ecotypes from each genus in well-replicated cell lines at 380 ppm and 750 ppm CO2 for up to 1000 generations. Periodically, they will perform &quot;switch&quot; experiments to measure N2 and CO2 fixation rates and growth rates of high CO2-selected cell lines grown briefly (one week) at low CO2, and vice versa. These switch experiments will allow screening for cell lines which exhibit adaptive changes in phenotypically-expressed rate parameters, such as those observed in the preliminary &lt;em&gt;Trichodesmium&lt;/em&gt; study. Evolutionary mechanisms in the CO2-selected cell lines will be examined by comparison of changes in their genomes, transcriptomes, and proteomes over time relative to reference genomes, using frozen samples archived monthly during the preceding selection period. Examination of these molecular and biochemical changes will be coordinated with an in-depth array of physiological and biogeochemical analyses. This combined approach will allow an evaluation of potential adaptive mechanisms in diazotrophic cyanobacteria ranging from indel, duplication, single nucleotide polymorphism, and transposition mutations to altered putative non-coding RNA expression, protein expression, and post-translational protein modifications, and then allow the investigators to link these mechanisms directly with their potential impacts on ecosystem-level biogeochemical processes like N2 and CO2 fixation. Finally, the research team will determine how long term selection by high CO2 affects the iron and phosphorus requirements of &lt;em&gt;Trichodesmium &lt;/em&gt;and &lt;em&gt;Crocosphaera&lt;/em&gt;, since constitutive up-regulation of N2 fixation would also have major implications for limitation of diazotrophs by these two critical nutrients in the future high CO2 ocean.&lt;/p&gt;</gco:CharacterString>
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&amp;lt;p&amp;gt;&amp;quot;Protein spectral counts are generated by extracting proteins from cells, digesting into smaller peptides, separating them on HPLC (high-performance liquid chromatography), and measuring peptide masses on a mass spectrometer to ascertain mass-to-charge ratio. Peptide fragment ratios are then compared to a reference genome and spectral counts per protein are enumerated.&amp;quot;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;quot;Nitrogen fixation by cyanobacteria supplies critical bioavailable nitrogen to marine ecosystems worldwide; however, field and lab data have demonstrated it to be limited by iron, phosphorus and/or CO2. To address unknown future interactions among these factors, we grew the nitrogen-fixing cyanobacterium Trichodesmium for 1 year under Fe/P co-limitation following 7 years of both low and high CO2 selection. Fe/P co-limited cell lines demonstrated a complex cellular response including increased growth rates, broad proteome restructuring and cell size reductions relative to steady-state growth limited by either Fe or P alone. Fe/P co-limitation increased abundance of a protein containing a conserved domain previously implicated in cell size regulation, suggesting a similar role in Trichodesmium. Increased CO2 further induced nutrient-limited proteome shifts in widespread core metabolisms. Our results thus suggest that N2-fixing microbes may be significantly impacted by interactions between elevated CO2 and nutrient limitation, with broad implications for global biogeochemical cycles in the future ocean.&amp;quot;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;quot;Spectral counts compare a specific protein’s abundance between treatments, rather than against other&amp;amp;nbsp;proteins,&amp;amp;nbsp;because the sensitivity of spectral counts can vary between proteins depending on the number of tryptic peptides within the sequence and their chemical characteristics.&amp;quot;&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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* Data version 2: 2018-03-15 replaces version 1: 2016-06-22. Data version 2 removed column &amp;quot;accession_numbers&amp;quot; containing protein sequence accession numbers at NCBI which were no loger valid due to an annotation remapping effort.&amp;amp;nbsp; The appropriate protein accessions can instead be found through the NCBI BioProject page:&amp;amp;nbsp;&amp;amp;nbsp;&amp;lt;a href=&amp;quot;https://www.ncbi.nlm.nih.gov/bioproject/PRJNA318/&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;PRJNA318&amp;lt;/a&amp;gt;.&amp;amp;nbsp; The data parameter &amp;quot;Gene ID&amp;quot; was changed to name &amp;quot;Locus Tag&amp;quot; to be consistent&amp;amp;nbsp;with&amp;amp;nbsp;terminology at IMG and NCBI.&amp;lt;/p&amp;gt;</gco:CharacterString>
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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:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/507.rdf" xlink:title="CO2 Coulometer" xlink:actuate="onRequest">CM140 Total Inorganic Carbon Analyzer</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/661.rdf" xlink:title="Gas Chromatograph" xlink:actuate="onRequest">Shimadzu gas chromatograph GC-8a</gmx:Anchor>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/506.rdf" xlink:title="High-Performance Liquid Chromatograph" xlink:actuate="onRequest">Michrom Advance nanoflow LC and autosampler</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Thermo Fusion mass spectrometer PI Supplied Instrument Description:With MS1 scans at an Orbitrap resolution of 60 K, 350–1,800 m/z scan range, 2.0e5 automatic gain control target, and a maximum injection time of 35 ms.  MS2 scans were analysed on the linear ion trap in topN data dependent mode at a cycle time of 3 s using normal scan rate and range with a maximum injection time of 75 ms and a 0.7 m/z isolation window. Charge states of 2–7 were analysed with a dynamic exclusion of 15 s with a mass tolerance of 10 p.p.m. Monoisotopic precursor selection was used, and a user-defined lock mass of 445.12003 m/z. Instrument Name: Mass Spectrometer Instrument Short Name:Mass Spec   Instrument Description: General term for instruments used to measure the mass-to-charge ratio of ions; generally used to find the composition of a sample by generating a mass spectrum representing the masses of sample components. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB16/</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/674.rdf" xlink:title="pH Sensor" xlink:actuate="onRequest">Orion 5 STAR pH meter</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Orion 5 STAR pH meter PI Supplied Instrument Description:Thermo Fisher Scientific. With a combined glass electrode. The metre was calibrated with National Bureau of Standards buffer solutions of pH 4, 7 and 10. Instrument Name: pH Sensor Instrument Short Name:pH Sensor   Instrument Description: An instrument that measures the hydrogen ion activity in solutions.

The overall concentration of hydrogen ions is inversely related to its pH.  The pH scale ranges from 0 to 14 and indicates whether acidic (more H+) or basic (less H+). </gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/464.rdf" xlink:title="Turner Designs Fluorometer 10-AU" xlink:actuate="onRequest">Turner 10 AU fluorometer</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Turner 10 AU fluorometer Instrument Name: Turner Designs Fluorometer 10-AU Instrument Short Name:Turner Fluorometer 10-AU   Instrument Description: The Turner Designs 10-AU Field Fluorometer is used to measure Chlorophyll fluorescence. The 10AU Fluorometer can be set up for continuous-flow monitoring or discrete sample analyses. A variety of compounds can be measured using application-specific optical filters available from the manufacturer (read more from Turner Designs, turnerdesigns.com, Sunnyvale, CA, USA). Community Standard Description: http://vocab.nerc.ac.uk/collection/L22/current/TOOL0393/</gco:CharacterString>
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      </gmd:MD_Identifier>
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      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54272.rdf" xlink:title="Webb-Hutchins-Fu USC" xlink:actuate="onRequest">laboratory</gmx:Anchor>
    </gmi:description>
    <gmi:instrument gco:nilReason="unknown"/>
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