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                <gmx:Anchor xlink:href="http://orcid.org/0000-0002-0795-6617" xlink:title="ORCID" xlink:actuate="onRequest">Henry Neal Williams</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Williams, H. N., Chen, H., Kranz, S., Stukel, M., Cobb-Abdullah, A., Xue, J. (2023) Population changes in Halobacteriovorax cultured with protist &amp;amp; prey. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2022-09-22 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.880924.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Population Changes Dataset Description: &amp;lt;p&amp;gt;These data were published in Williams et al. (2016): Figs 1 and 3.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Data have been published “as is”. Final review by the data submitter was not received after it was imported into the BCO-DMO data system. There were no outstanding questions&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;To establish microcosms for the experiment, water samples were collected from the Apalachicola Bay (N 30° 4' 26.436&amp;quot;, W 84° 10' 48.874&amp;quot;) in northwest Florida, USA. About 20 liters of seawater (SW) were collected in sterile plastic bottles. The samples were transported on ice (4 ℃) to the Microbial Ecology Laboratory at Florida A&amp;amp;amp;M University within two hours. To establish the microcosms, water samples were first filtered through 5 μm membrane filters (Whatman Laboratory, NJ) to remove debris and larger organisms. Then 600 ml was dispensed into each of three (A, B, and C) 1-liter flasks to create the various microcosms as shown in Figure 1. For treatment D, 600 ml of SW samples were filtered through 0.8 μm membrane filters to remove protist. One subsample labeled W was unfiltered. All microcosm flasks were shaken at 80 rpm at 25 ℃ for 120 h. Samples (5 ml) were collected every 3 hours, dispensed in a 96-well microtiter plate and the OD measured at 600 nm using an Absorbance Microplate Reader Q4 (BIO-TEK Instruments Inc., USA). Population changes in &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; and &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt; were monitored by culture- and qPCR-based methods as described below. The protocol described here is similar to that published by Williams et al. (2016). A key difference is those investigators also filtered the microcosm samples through a 0.1 µm filter to allow viruses to pass into the filtrate as their investigation included monitoring of virus numbers in the various microcosm treatments, and did not include protists.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Enumeration of &amp;lt;/strong&amp;gt;&amp;lt;strong&amp;gt;&amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt;&amp;lt;/strong&amp;gt;&amp;lt;strong&amp;gt; and &amp;lt;em&amp;gt;V. parahaemolyticus &amp;lt;/em&amp;gt;by culture-dependent method&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;At 3-h intervals, 1 ml was collected from all microcosms (A, B, D, and W) and 10-fold dilutions of these prepared in sterile SW. &amp;amp;nbsp;One tenth (0.1) ml taken from three of these dilutions (10&amp;lt;sup&amp;gt;-6&amp;lt;/sup&amp;gt;, 10&amp;lt;sup&amp;gt;-7&amp;lt;/sup&amp;gt;, 10&amp;lt;sup&amp;gt;-8&amp;lt;/sup&amp;gt;) was inoculated on seawater yeast extract (SWYE) agar in duplicate to obtain countable numbers of CFU of &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt;. All plates were incubated at 28°C ± 0.5°C for 24 hours, and colony-forming units (CFU) were counted. To culture &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; requires a prey bacterium suspension. The suspension was prepared by flooding a SWYE agar plate with an overnight-grown culture of &amp;lt;em&amp;gt;Vibrio parahaemolyticus &amp;lt;/em&amp;gt;with 5 ml of autoclaved SW. The fluid remained undisturbed on the surface of the plate for 5 minutes. The culture was then suspended in the fluid using s circular motion with a sterile L-shaped spreader. The resulting suspension was transferred into a 15 ml tube and used as the stock prey suspension. One ml of the prey stock suspension was inoculated into tubes along with samples (5, 1, 0.1 ml) from each of the microcosms. In cases where the sample volume was less than 5 ml, autoclaved SW was added to bring the final sample volume to 5 ml). The suspension was added to top agar, and the mixture mixed mechanically and overlaid onto the surface of bottom agar in agar plates. The plates were cultured at room temperature for 3 to 5 days and examined daily for plaques typical of &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt;, Plaque –forming units (PFU).were counted. The daily counts of &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; and &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt; were plotted and changes over the course of the experiment were observed and compared with counts of protist during the same time period. &amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;DNA extraction from water samples for qPCR&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;For DNA extraction, a 1 ml sample was collected from each microcosm at each time interval, and 250 μl was used for DNA extraction. Genomic DNA was isolated using the PowerSoil® DNA Isolation Kit (Mo Bio Laboratories, Inc., Carlsbad, CA) according to the manufacturer’s instructions and the DNA was quantified with a NanoDrop ND-1000 UV spectrophotometer (Thermo Scientific, Wilmington, USA). The DNA samples were stored at -20 °C prior to use.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/851539.rdf" xlink:title="OCE-1948758" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1948758 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1948758</gmx:Anchor>
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&lt;p&gt;Microbes are the most abundant organisms on Earth and play an important role as degraders, cycling nutrients in the environment. Too many or too few bacteria may disrupt a sensitive ecological balance and proper functioning of environmental processes such as carbon, nitrogen and phosphorus cycles. The abundance of bacteria populations in any given environment is controlled by various biological, chemical and physical mechanisms. Among the biological agents are microscopic predators, or micropredators, of bacteria. The most studied of these are protists, viruses that infect bacteria, and a group of bacteria collectively known as the Bdellovibrio and like organisms (BALOs). These micropredators prey upon certain bacteria to obtain required nutrients or other cellular material for their replication. In the process, cellular products from the prey bacteria are released into the environment and utilized as nutrients by other microbes. Although the micropredators co-occur, and likely interact, in nature, most experimental studies have investigated their activities individually, rather than collectively. As a result, little is known about their collective role in controlling bacteria populations and the cycling of nutrients. The goal of the proposed research is to address this gap in knowledge by investigating all three as a collective group under simulated natural conditions representing a range of temperature, salinity and abundance of prey. This project is conducted at two Historically Black Universities (HBCUs) with strong records of training and mentoring students and postdocs from underrepresented populations in science. The project benefits up to 100 students by providing unique and meaningful educational and research training experiences at the undergraduate and graduate student levels and for early-career scientist. Specific activities include courses on scientific writing and presenting results at annual project workshops as well as national and international scientific meetings. Graduate students are being trained in modern advanced methodologies in chemistry and microbiology. There is an ongoing assessment module to document education and training outcomes.&lt;/p&gt;
&lt;p&gt;Up to now, the two mainly accepted mechanisms of mortality in bacterial populations are heterotrophic protist grazing and viral infection. Increasingly, it has become evident that an understudied group of predatory bacteria, BALOs, can also contribute to bacterial mortality. Yet, the mechanisms underlying the dynamics of BALO-prey interactions are poorly understood, as are the interactions among the micropredators, BALOs, protists and bacterial viruses. Ultimately, these processes may have contrasting influences on the structure and functioning of the microbial loop, including impacting higher trophic levels and biogeochemical cycles. The investigators hypothesize that environmental factors significantly influence how mortality in bacterial populations is partitioned among the micropredators. To test this hypothesis researchers are (1) investigating the interactions amongst the micropredators, (2) examining the molecular-level composition and dynamics of dissolved organic matter as the result of the different mortality processes by the NMR/ FT-ICR mass spectrometry (MS) hybrid approach, and (3) modeling these tri-trophic dynamics. Intellectual Merit: Results from this research will define a new mechanistic understanding of mortality dynamics that influence the microbial loop and oceanic biogeochemical cycles.&lt;/p&gt;
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                <gco:CharacterString>&amp;lt;p&amp;gt;To establish microcosms for the experiment, water samples were collected from the Apalachicola Bay (N 30° 4' 26.436&amp;quot;, W 84° 10' 48.874&amp;quot;) in northwest Florida, USA. About 20 liters of seawater (SW) were collected in sterile plastic bottles. The samples were transported on ice (4 ℃) to the Microbial Ecology Laboratory at Florida A&amp;amp;amp;M University within two hours. To establish the microcosms, water samples were first filtered through 5 μm membrane filters (Whatman Laboratory, NJ) to remove debris and larger organisms. Then 600 ml was dispensed into each of three (A, B, and C) 1-liter flasks to create the various microcosms as shown in Figure 1. For treatment D, 600 ml of SW samples were filtered through 0.8 μm membrane filters to remove protist. One subsample labeled W was unfiltered. All microcosm flasks were shaken at 80 rpm at 25 ℃ for 120 h. Samples (5 ml) were collected every 3 hours, dispensed in a 96-well microtiter plate and the OD measured at 600 nm using an Absorbance Microplate Reader Q4 (BIO-TEK Instruments Inc., USA). Population changes in &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; and &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt; were monitored by culture- and qPCR-based methods as described below. The protocol described here is similar to that published by Williams et al. (2016). A key difference is those investigators also filtered the microcosm samples through a 0.1 µm filter to allow viruses to pass into the filtrate as their investigation included monitoring of virus numbers in the various microcosm treatments, and did not include protists.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Enumeration of &amp;lt;/strong&amp;gt;&amp;lt;strong&amp;gt;&amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt;&amp;lt;/strong&amp;gt;&amp;lt;strong&amp;gt; and &amp;lt;em&amp;gt;V. parahaemolyticus &amp;lt;/em&amp;gt;by culture-dependent method&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;At 3-h intervals, 1 ml was collected from all microcosms (A, B, D, and W) and 10-fold dilutions of these prepared in sterile SW. &amp;amp;nbsp;One tenth (0.1) ml taken from three of these dilutions (10&amp;lt;sup&amp;gt;-6&amp;lt;/sup&amp;gt;, 10&amp;lt;sup&amp;gt;-7&amp;lt;/sup&amp;gt;, 10&amp;lt;sup&amp;gt;-8&amp;lt;/sup&amp;gt;) was inoculated on seawater yeast extract (SWYE) agar in duplicate to obtain countable numbers of CFU of &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt;. All plates were incubated at 28°C ± 0.5°C for 24 hours, and colony-forming units (CFU) were counted. To culture &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; requires a prey bacterium suspension. The suspension was prepared by flooding a SWYE agar plate with an overnight-grown culture of &amp;lt;em&amp;gt;Vibrio parahaemolyticus &amp;lt;/em&amp;gt;with 5 ml of autoclaved SW. The fluid remained undisturbed on the surface of the plate for 5 minutes. The culture was then suspended in the fluid using s circular motion with a sterile L-shaped spreader. The resulting suspension was transferred into a 15 ml tube and used as the stock prey suspension. One ml of the prey stock suspension was inoculated into tubes along with samples (5, 1, 0.1 ml) from each of the microcosms. In cases where the sample volume was less than 5 ml, autoclaved SW was added to bring the final sample volume to 5 ml). The suspension was added to top agar, and the mixture mixed mechanically and overlaid onto the surface of bottom agar in agar plates. The plates were cultured at room temperature for 3 to 5 days and examined daily for plaques typical of &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt;, Plaque –forming units (PFU).were counted. The daily counts of &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; and &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt; were plotted and changes over the course of the experiment were observed and compared with counts of protist during the same time period. &amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;DNA extraction from water samples for qPCR&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;For DNA extraction, a 1 ml sample was collected from each microcosm at each time interval, and 250 μl was used for DNA extraction. Genomic DNA was isolated using the PowerSoil® DNA Isolation Kit (Mo Bio Laboratories, Inc., Carlsbad, CA) according to the manufacturer’s instructions and the DNA was quantified with a NanoDrop ND-1000 UV spectrophotometer (Thermo Scientific, Wilmington, USA). The DNA samples were stored at -20 °C prior to use.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Quantitative PCR assays &amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;TaqMan based quantitative PCR assay for &amp;lt;em&amp;gt;V. parahaemolyticus&amp;lt;/em&amp;gt; and SYBR green based qPCR assays for &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; and presumptive protist were conducted (Table 1)&amp;amp;nbsp;. All qPCR assays were performed using the BioRad Real-Time PCR system. For TaqMan based qPCR, the reaction mixture (20 µl) contained 1x PerfeCTa qCPR ToughMix (Quanta Biosciences, Beverly, MA), 0.5 µM of each primer, and 2.5 µl of the template DNA. QPCR reactions were performed in duplicate and amplification protocols consisted with a hold at 95 °C for 2 min, followed by 45 cycles of 94 °C 5s, 59 °C 45 s. SYBR green-based qPCR reaction mixture (15 µl) contained 1x SsoAdvanced Universal SYBR Green Supermix (Bio-Rad, Hercules, CA), 0.5 µM of each primer, and 2.5 µl of the template DNA. The amplification conditions for &amp;lt;em&amp;gt;HBx&amp;lt;/em&amp;gt; consisted of a hold at 94°C for 2 min, followed by 45 cycles of 94°C 30s, 62°C 10 s, and 72°C 10 s. The amplification conditions for presumptive protist consisted of a hold at 94°C for 2 min, followed by 30 cycles of 94°C 30s, 55°C 30 s, and 72°C 45 s.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A calibration curve with concentrations spanning the range from 10 to 10&amp;lt;sup&amp;gt;6&amp;lt;/sup&amp;gt; gene copies per reaction, with two replicates, was prepared. Duplicate no-template controls (NTC) were included in each run. The amplification efficiencies (AE) were calculated based on the equation: AE= 10(-1/slope)&amp;lt;sup&amp;gt; –1&amp;lt;/sup&amp;gt;. A summary of qPCR target organisms, primer/ probe name, and sequences are detailed in Table 1.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;About the lower limit of detection (LLOD): Theoretically the LLOD for qPCR is 3 gene copies per reaction. In our experiment, we use the lowest point of our standard curve as the lower limit of quantification (LLOQ) which is 10 gene copies per reaction. The LLOD can also be calculated based on the methods mentioned in these two papers: Staley et al. (2012) and Xue et al (2019): which is the inverse log of five times the difference between the Y-intercept and the upper 99% confidence interval of the intercept divided by the slope based on the standard curve.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The LLOD for flow cytometry is 2 cells per ml.&amp;lt;/p&amp;gt;</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: Absorbance Microplate Reader Q4 PI Supplied Instrument Description:Absorbance Microplate Reader Q4 (BIO-TEK Instruments Inc., USA) Instrument Name: plate reader Instrument Short Name:   Instrument Description: Plate readers (also known as microplate readers) are laboratory instruments designed to detect biological, chemical or physical events of samples in microtiter plates. They are widely used in research, drug discovery, bioassay validation, quality control and manufacturing processes in the pharmaceutical and biotechnological industry and academic organizations. Sample reactions can be assayed in 6-1536 well format microtiter plates. The most common microplate format used in academic research laboratories or clinical diagnostic laboratories is 96-well (8 by 12 matrix) with a typical reaction volume between 100 and 200 uL per well. Higher density microplates (384- or 1536-well microplates) are typically used for screening applications, when throughput (number of samples per day processed) and assay cost per sample become critical parameters, with a typical assay volume between 5 and 50 µL per well. Common detection modes for microplate assays are absorbance, fluorescence intensity, luminescence, time-resolved fluorescence, and fluorescence polarization. From: http://en.wikipedia.org/wiki/Plate_reader, 2014-09-0-23.</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/707569.rdf" xlink:title="qPCR Thermal Cycler" xlink:actuate="onRequest">CFX96 Touch Deep Well Real-Time PCR Detection System</gmx:Anchor>
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            <gco:CharacterString>CFX96 Touch Deep Well Real-Time PCR Detection System</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: CFX96 Touch Deep Well Real-Time PCR Detection System PI Supplied Instrument Description:CFX96 Touch Deep Well Real-Time PCR Detection System (Bio-Rad, Hercules, CA 94547, USA) Instrument Name: qPCR Thermal Cycler Instrument Short Name:qPCR   Instrument Description: An instrument for quantitative polymerase chain reaction (qPCR), also known as real-time polymerase chain reaction (Real-Time PCR).</gco:CharacterString>
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        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/707.rdf" xlink:title="Spectrophotometer" xlink:actuate="onRequest">NanoDrop ND-1000 UV spectrophotometer</gmx:Anchor>
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            <gco:CharacterString>NanoDrop ND-1000 UV spectrophotometer</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: NanoDrop ND-1000 UV spectrophotometer PI Supplied Instrument Description:NanoDrop ND-1000 UV spectrophotometer (Thermo Scientific, Wilmington, USA) Instrument Name: Spectrophotometer Instrument Short Name:Spectrophotometer   Instrument Description: An instrument used to measure the relative absorption of electromagnetic radiation of different wavelengths in the near infra-red, visible and ultraviolet wavebands by samples. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB20/</gco:CharacterString>
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