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            <gco:CharacterString>Cite this dataset as: Whitney, L. P., Sterling, H., Lomas, M. W. (2025) Transcriptomics of phytoplankton cultures grown on various phosphorus sources in a laboratory experiment. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2025-02-17 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.949777.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Transcriptomics of Phytoplankton Cultures Grown on Various Phosphorus Sources Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;Three species of marine phytoplankton – &amp;lt;em&amp;gt;Micromonas pusilla&amp;lt;/em&amp;gt;, &amp;lt;em&amp;gt;Emiliania huxleyi&amp;lt;/em&amp;gt;, and &amp;lt;em&amp;gt;Isochrysis galbana&amp;lt;/em&amp;gt; - were grown under four phosphorus (P) conditions. These include phosphate (Pi) replete and deplete conditions and the phosphonate conditions where cultures received either methylphosphonate (MPN) or 2-aminoethylphosphonate (2-AEPN) as the sole source of phosphorus at replete levels.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Axenic cultures of the pico-prasinophyte &amp;lt;em&amp;gt;Micromonas pusilla&amp;lt;/em&amp;gt; (CCMP1545), the coccolithophore &amp;lt;em&amp;gt;Emiliania huxleyi&amp;lt;/em&amp;gt; (CCMP2090), and the pico-prymnesiophyte &amp;lt;em&amp;gt;Isochrysis galbana&amp;lt;/em&amp;gt; (CCMP1323) were obtained from the National Center for Marine Algae and Microbiota (Bigelow Laboratory for Ocean Sciences, East Boothbay, Maine). The cultures remained axenic throughout the experiments as determined by SYTO-staining and flow cytometric counting on a BD FACSJazz cell sorter; all cultures were free of bacteria during these experiments. Phytoplankton were grown in artificial sea water amended with L1 media silica. The P source was added separately to achieve the desired growth conditions; Pi-replete media contained 36 µM PO43-, the Pi-deficient condition received 0.1 µM PO43-, and the phosphonate treatments received either 36 µM MPN or 2-AEPN. The Pi-deficient treatment (0.1 µM) represents a control for the low level of contaminating Pi measured in the phosphonate media; thus, an increase in growth in the MPN and 2-AEPN conditions above that measured in the Pi-deficient condition is due to phosphonate utilization. The potential for abiotic breakdown of phosphonate to Pi was previously investigated in media-only tubes exposed to the experimental temperature and light conditions for 10 days. Pi levels did not change throughout the experimental period (MPN average Pi = 0.11 µM ± 0.02; 2-AEPN average Pi = 0.10 µM ± 0.02), strongly supporting the notion of active enzymatic breakdown of phosphonates for growth. Cultures were acclimated to the four growth conditions described above as they had been maintained in each P treatment for a minimum of two transfers (20 days). Cultures were grown at 20°C in a 14-hour light/10-hour dark cycle at ~100 µE m-2 s-1 with a starting concentration of ~1x104 cells per mL in 25 mL culture volumes. Phytoplankton growth was monitored by fluorescence measurements using a Turner TD-700 fluorometer and cell counts analyzed by flow cytometry. Triplicate cultures were setup for each treatment and were harvested in the late exponential phase of growth for transcriptomic analysis.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/720970.rdf" xlink:title="OCE-1756271" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1756271 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1756271</gmx:Anchor>
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Phosphorus (P) is an essential nutrient for all living cells. It is a central component of genetic material and cellular membranes and is integral to energy production and regulating enzyme activity. In the marine environment, P occurs as inorganic (Pi) and dissolved organic (DOP) forms; the availability and concentration of these different forms of P is an important control on marine phytoplankton growth. Marine phytoplankton are single-celled photosynthetic organisms and can be both prokaryotic bacteria and eukaryotic plants. While Pi is the preferred form of P for marine phytoplankton, in large regions of the oceans it is at such low levels that it restricts phytoplankton growth. In these regions, DOP is the most important P source. The composition of the DOP pool can generally be divided into two major groups: P esters and phosphonates. All marine phytoplankton are capable of using P esters to support growth; in contrast, phosphonates have only been shown to be an important source of P in the nutrition of bacteria to date. This project will determine the ability of marine eukaryotic phytoplankton to use phosphonates as a source of P for growth. Genomic analyses will determine the metabolic response of eukaryotic phytoplankton species to growth on phosphonates as well as the relevance of phosphonate use by natural populations. It is critical to understand the metabolic capabilities of phytoplankton which control marine nutrient cycling. In addition, the project is of great value in understanding the potential impacts of a changing ocean on phytoplankton growth. The project supports reseach opportunities for undergraduates from a local community college as well as hands-on enrichment programs for an afterschool program that serves a diverse student population.&lt;/p&gt;
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                <gco:CharacterString>&amp;lt;p&amp;gt;Three species of marine phytoplankton – &amp;lt;em&amp;gt;Micromonas pusilla&amp;lt;/em&amp;gt;, &amp;lt;em&amp;gt;Emiliania huxleyi&amp;lt;/em&amp;gt;, and &amp;lt;em&amp;gt;Isochrysis galbana&amp;lt;/em&amp;gt; - were grown under four phosphorus (P) conditions. These include phosphate (Pi) replete and deplete conditions and the phosphonate conditions where cultures received either methylphosphonate (MPN) or 2-aminoethylphosphonate (2-AEPN) as the sole source of phosphorus at replete levels.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Axenic cultures of the pico-prasinophyte &amp;lt;em&amp;gt;Micromonas pusilla&amp;lt;/em&amp;gt; (CCMP1545), the coccolithophore &amp;lt;em&amp;gt;Emiliania huxleyi&amp;lt;/em&amp;gt; (CCMP2090), and the pico-prymnesiophyte &amp;lt;em&amp;gt;Isochrysis galbana&amp;lt;/em&amp;gt; (CCMP1323) were obtained from the National Center for Marine Algae and Microbiota (Bigelow Laboratory for Ocean Sciences, East Boothbay, Maine). The cultures remained axenic throughout the experiments as determined by SYTO-staining and flow cytometric counting on a BD FACSJazz cell sorter; all cultures were free of bacteria during these experiments. Phytoplankton were grown in artificial sea water amended with L1 media silica. The P source was added separately to achieve the desired growth conditions; Pi-replete media contained 36 µM PO43-, the Pi-deficient condition received 0.1 µM PO43-, and the phosphonate treatments received either 36 µM MPN or 2-AEPN. The Pi-deficient treatment (0.1 µM) represents a control for the low level of contaminating Pi measured in the phosphonate media; thus, an increase in growth in the MPN and 2-AEPN conditions above that measured in the Pi-deficient condition is due to phosphonate utilization. The potential for abiotic breakdown of phosphonate to Pi was previously investigated in media-only tubes exposed to the experimental temperature and light conditions for 10 days. Pi levels did not change throughout the experimental period (MPN average Pi = 0.11 µM ± 0.02; 2-AEPN average Pi = 0.10 µM ± 0.02), strongly supporting the notion of active enzymatic breakdown of phosphonates for growth. Cultures were acclimated to the four growth conditions described above as they had been maintained in each P treatment for a minimum of two transfers (20 days). Cultures were grown at 20°C in a 14-hour light/10-hour dark cycle at ~100 µE m-2 s-1 with a starting concentration of ~1x104 cells per mL in 25 mL culture volumes. Phytoplankton growth was monitored by fluorescence measurements using a Turner TD-700 fluorometer and cell counts analyzed by flow cytometry. Triplicate cultures were setup for each treatment and were harvested in the late exponential phase of growth for transcriptomic analysis.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;I. galbana&amp;lt;/em&amp;gt; RNA-seq data was trimmed of adapters using BBDuk v38.84 and quality controlled using FastQC v0.11.9. The transcriptome was assembled using Trinity v2.14.0 and quality controlled using TrinityStats.pl, BUSCO v5.4.3, Bowtie 2 v2.4.4. The transcriptome was filtered using Trinity and TransDecoder v5.5.0. The count matrix was generated using Bowtie2 and RSEM and differential expression determined using DESeq2 v1.38.1. Transcripts were functionally annotated using eggNOG-mapper v2.1.9, InterProScan v5.60-92.0, PANNZER2, KEGG, Blast2GO v6.0.3, and Diamond v2.0.14.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;E. huxleyi&amp;lt;/em&amp;gt; and &amp;lt;em&amp;gt;M. pusilla&amp;lt;/em&amp;gt; transcriptomes were trimmed of adapters using BBDuk 38.84 and quality controlled using FastQC v0.11.9, as above. Unlike &amp;lt;em&amp;gt;I. galbana&amp;lt;/em&amp;gt;, &amp;lt;em&amp;gt;E. huxleyi&amp;lt;/em&amp;gt; and &amp;lt;em&amp;gt;M. pusilla&amp;lt;/em&amp;gt; have existing genomes; the transcripts were mapped to the genomes and count matrices were generating using STAR v2.7.10b. The transcripts were functionally annotated using InterProScan v5.60-92.0, Blast2GO v6.0.3, and Diamond v2.0.14. DESeq2 v1.38.1 was used analyze transcripts counts for differential expression.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>- Imported original file &amp;quot;Phn_Transcriptomics metadata_2024 update.xlsx&amp;quot; into the BCO-DMO system.
- Renamed fields to comply with BCO-DMO naming conventions.
- Saved the final file as &amp;quot;949777_v1_phyto_transcriptomics.csv&amp;quot;.</gco:CharacterString>
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                          <gco:CharacterString>Specified by BCO-DMO Data Managers</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/651528.rdf" xlink:title="Automated Cell Counter" xlink:actuate="onRequest">BD FACSJazz cell sorter</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/649.rdf" xlink:title="Automated DNA Sequencer" xlink:actuate="onRequest">Illumina NovaSeq 6000</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Illumina NovaSeq 6000 PI Supplied Instrument Description:SAMN44278360 - SAMN44278371 (I. galbana) RNA-seq data were generated using the Illumina NovaSeq 6000 instrument at the University of New Hampshire.
SAMN44278372 - SAMN44278383 (E. huxleyi) RNA-seq data were generated using the Illumina NoveSeq Plus instrument at the University of Chicago.
SAMN44278384 - SAMN44278395 (M. pusilla) RNA-seq data were generated using the Illumina NoveSeq Plus instrument at the University of Chicago. 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>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/694.rdf" xlink:title="Turner Designs 700 Laboratory Fluorometer" xlink:actuate="onRequest">Turner TD-700 fluorometer</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Turner TD-700 fluorometer Instrument Name: Turner Designs 700 Laboratory Fluorometer Instrument Short Name:TD-700   Instrument Description: The TD-700 Laboratory Fluorometer is a benchtop fluorometer designed to detect fluorescence over the UV to red range. The instrument can measure concentrations of a variety of compounds, including chlorophyll-a and fluorescent dyes, and is thus suitable for a range of applications, including chlorophyll, water quality monitoring and fluorescent tracer studies. Data can be output as concentrations or raw fluorescence measurements. Community Standard Description: http://vocab.nerc.ac.uk/collection/L22/current/TOOL0510/</gco:CharacterString>
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