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            <gco:CharacterString>Cite this dataset as: Santschi, P., Quigg, A., Schwehr, K., Xu, C. (2019) Percent amount of organic fractions from diatoms that bind with radionuclides. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2019-04-11 [if applicable, indicate subset used]. doi:10.1575/1912/bco-dmo.764860.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Dataset Description: &amp;lt;p&amp;gt;In order to investigate the importance of biogenic silica associated biopolymers on the scavenging of radionuclides, the diatom Phaeodactylum tricornutum was incubated together with the radionuclides 234Th, 233Pa, 210Pb, and 7Be during their growth phase. Normalized affinity coefficients were determined for the radionuclides bound with different organic compound classes (i.e., proteins, total carbohydrates, uronic acids) in extracellular (nonattached and attached exopolymeric substances), intracellular (ethylene diamine tetraacetic acid and sodium dodecyl sulfate extractable), and frustule embedded biopolymeric fractions (BF). Results indicated that radionuclides were mostly concentrated in frustule BF. Among three measured organic components, Uronic acids showed the strongest affinities to all tested radionuclides. Confirmed by spectrophotometry and two-dimensional heteronuclear single quantum coherence-nuclear magnetic resonance analyses, the frustule BF were mainly composed of carboxyl-rich, aliphatic-phosphoproteins, which were likely responsible for the strong binding of many of the radionuclides. Results from this study provide evidence for selective absorption of radionuclides with different kinds of diatom-associated biopolymers acting in concert rather than as a single compound. This clearly indicates the importance of these diatom-related biopolymers, especially frustule biopolymers, in the scavenging and fractionation of radionuclides used as particle tracers in the ocean.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;amp;nbsp;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Radiolabeled Diatom Cultures&amp;lt;br /&amp;gt;
Natural seawater with a salinity of 35, collected from the Gulf of Mexico, was sequentially filtered through a&amp;lt;br /&amp;gt;
0.2 μm polycarbonate cartridge and ultrafiltered with a 1000 amu cutoff membrane to remove particulate&amp;lt;br /&amp;gt;
and colloidal organic matter [Guo et al., 1995; Roberts et al., 2009]. The &amp;amp;lt;1000 amu ultrafiltrate fraction was&amp;lt;br /&amp;gt;
then used for later experiments. The 234Th tracer was milked and purified from a 238U solution [Alvarado&amp;lt;br /&amp;gt;
Quiroz et al., 2006; Quigley et al., 2002]; 233Pa, in equilibrium with 237Np, was obtained from Pacific Northwest&amp;lt;br /&amp;gt;
National Laboratory; 210Pb, in 1 mol L-1 nitric acid (HNO3), was purchased from Eckert &amp;amp;amp; Ziegler Isotope&amp;lt;br /&amp;gt;
Products, and the 7Be tracer solution (in 0.1 mol L-1 hydrochloric acid, HCl) was manufactured at the Paul&amp;lt;br /&amp;gt;
Scherrer Institute, Switzerland [Schumann et al., 2013].&amp;lt;br /&amp;gt;
Autoclaved f/2 media (50 ml) were added to preconditioned clear polyethylene containers, and then ~10 to&amp;lt;br /&amp;gt;
15 Bq of each radionuclide tracer (234Th, 233Pa, 210Pb, and 7Be) was added. In each radiolabeled medium, 1ml&amp;lt;br /&amp;gt;
of laboratory axenic culture, Phaeodactylum tricornutum (UTEX 646), was then added and incubated at a temperature of 19 ± 1°C with a light:dark cycle of 14 h:10 h under an irradiance of 100 μmol quanta m-2 s-1.&amp;lt;br /&amp;gt;
Incubation experiments were carried out in duplicate. The growth status of P. tricornutum was monitored&amp;lt;br /&amp;gt;
by changes in optical density at 750nm (OD750) in a parallel nonlabeled culture. When P. tricornutum reached the stationary phase observed by its OD750, cells were harvested for further extraction and analyses. The total incubation&amp;lt;br /&amp;gt;
time was 35 days.&amp;lt;br /&amp;gt;
Exopolymeric Substance (AEPS and NAEPS) Extraction&amp;lt;br /&amp;gt;
AEPS and NAEPS extractions were performed following the procedures described in Chuang et al. [2014, 2015]. Briefly, for NAEPS, laboratory cultures were centrifuged (2694 g, 30 min) and filtered (0.2 μm). The filtrate was desalted via diafiltration with a 1000 amu cutoff cross-flow ultrafiltration membrane, followed by freeze drying&amp;lt;br /&amp;gt;
for later use. For the AEPS extraction, diatom cells were collected after centrifugation from the previous step. Then,&amp;lt;br /&amp;gt;
the pellet was soaked with 0.5mol L -1&amp;amp;nbsp; sodium chloride (NaCl) solution for 10 min, followed by centrifugation at&amp;lt;br /&amp;gt;
2000 g for 15 min to remove the medium and weakly bound organic material on the cells. The pellet was&amp;lt;br /&amp;gt;
then resuspended in a fresh 100 ml, 0.5mol L-1 NaCl solution and stirred gently overnight at 4°C. The resuspended&amp;lt;br /&amp;gt;
particle solution was ultracentrifuged at 12,000 g (30 min, 4°C), and the supernatant was then filtered through a 0.2 μm polycarbonate membrane. The filtrate was further desalted via diafiltration with a 1000 amu cutoff ultrafiltration membrane and subsequently freeze dried for later use.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Intracellular and Frustule BF Extraction&amp;lt;br /&amp;gt;
Procedures for frustule biopolymers extraction adapted from Scheffel et al. [2011]. Briefly, the&amp;lt;br /&amp;gt;
clean diatom cells from the previous AEPS extraction step were resuspended in 10 ml, 100mmol L-1 EDTA&amp;lt;br /&amp;gt;
(pH 8.0) at 4°C overnight. EDTA solution was used to extract the intracellular material after cell lysis. The supernatant&amp;lt;br /&amp;gt;
was collected after centrifuging at 3000 g for 10 min, defined as EDTA extractable BF. Subsequently,&amp;lt;br /&amp;gt;
the pellet was placed in 10 ml, 1% SDS in 10mmol L-1 Tris (pH 6.8) solution and heated at 95°C for 1 h.&amp;lt;br /&amp;gt;
The resulting frustules were collected by centrifugation (2500 g, 10 min), washed with 10 ml milli-Q water 3&amp;lt;br /&amp;gt;
times, and then were freeze dried for later use. The supernatant from this step was collected and defined&amp;lt;br /&amp;gt;
as SDS extractable BF, mostly composed of soluble cell-membrane-associated materials. These two fractions&amp;lt;br /&amp;gt;
represent intracellular biopolymers lysed after cell breakage.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;HF digestion was applied to help extract the diatom frustule biopolymers. HF is a nonoxidizing acid commonly&amp;lt;br /&amp;gt;
used to convert SiO2 to volatile SiF4 during wet digestion [Scheffel et al., 2011; Šulcek and Povondra,&amp;lt;br /&amp;gt;
1989]. Hence, frustule biopolymers could be separated from the digested solution by a 3 kDa cutoff membrane. However, high-concentration HF would also liberate A type metal radionuclides (Th, Pa, and Be in&amp;lt;br /&amp;gt;
this study) from any complex by frustule biopolymers [e.g., Burnett et al., 1997]. Furthermore, deglycosylation&amp;lt;br /&amp;gt;
might also have occurred during a HF digestion [Mort and Lamport, 1977]. Therefore, the &amp;amp;lt;3000 amu fraction&amp;lt;br /&amp;gt;
represents the sum of silica frustules and broken down frustule biopolymer residues.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Subsequently, 5 ml, 52% HF was added to the frustules in a 15ml plastic centrifugation tube, and the mixture&amp;lt;br /&amp;gt;
solution was incubated on ice for 1 h. Hydrogen fluoride was then evaporated under an N2 stream to reduce&amp;lt;br /&amp;gt;
the volume to dryness. The remaining material was neutralized with 3ml Tris–HCl (250mmol L-1, pH 8.0) and&amp;lt;br /&amp;gt;
followed by centrifugation at 11,000 g for 15 min with 3000 amu Microsep centrifugal filter tubes (Milipore).&amp;lt;br /&amp;gt;
The filtrate was collected and defined as the fraction of digested silica with &amp;amp;lt;3000 amu frustule BF residues.&amp;lt;br /&amp;gt;
The supernatant (defined as&amp;amp;gt;3000amu HF soluble BF, e.g., silaffin) was concentrated to 250 μL and rinsed with&amp;lt;br /&amp;gt;
milli-Q water. The pellet from this step was then washed by a 3 ml, 200mmol L-1 ammonium acetate solution&amp;lt;br /&amp;gt;
twice with centrifugation at 3000 g for 20 min. The pellet was then resuspended in a 2 ml, 100mmol L-1&amp;lt;br /&amp;gt;
ammonium acetate solution and was sonicated for 20 s until the mixture solution appeared homogenized.&amp;lt;br /&amp;gt;
After ultracentrifuging the mixture solution at 12,000 g for 5 min, the pellet (&amp;amp;gt;3000 amu HF insoluble BF,&amp;lt;br /&amp;gt;
e.g., cingulin) was collected and freeze dried for later use. Combined BF from all three HF fractions represented&amp;lt;br /&amp;gt;
frustule-embedded biopolymers.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Activity concentrations of 234Th, 233Pa, 210Pb, and 7Be were measured by counting the gamma decay energies at 63.5 keV, 312 keV, 46.5 keV, and 477.6 keV, respectively, on a Canberra ultrahigh purity germanium well detector. The 210Po activity was analyzed by liquid scintillation counting (Beckman Model 8100 Liquid Scintillation Counter).&amp;lt;br /&amp;gt;
Concentrations of total carbohydrate (TCHO) were determined by the TPTZ (2, 4, 6-tripyridyl-s-triazine) method using glucose as the standard and [Hung and Santschi, 2001]. Protein content was determined using a modified Lowry protein assay, using bovine serum albumin as the standard (Pierce, Thermo Scientific). uronic acids (URA) were measured by the metahydroxyphenyl method using glucuronic acid as the standard [Hung and Santschi, 2001].&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Elemental contents of carbon (C) and nitrogen (N), were determined by a Perkin Elmer CHN 2400 analyzer, using cysteine (29.99% C, 11.67% N) as a standard.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/735995.rdf" xlink:title="OCE-1356453" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1356453 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1356453</gmx:Anchor>
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&lt;p&gt;Particle-associated natural radioisotopes are transported to the ocean floor mostly via silica and carbonate ballasted particles, allowing their use as tracers for particle transport. Th(IV), Pa (IV,V), Po(IV), Pb(II) and Be(II) radionuclides are important proxies in oceanographic investigations, used for tracing particle and colloid cycling, estimating export fluxes of particulate organic carbon, tracing air-sea exchange, paleoproductivity, and/or ocean circulation in paleoceanographic studies. Even though tracer approaches are considered routine, there are cases where data interpretation or validity has become controversial, largely due to uncertainties about inorganic proxies and organic carrier molecules. Recent studies showed that cleaned diatom frustules and pure silica particles, sorb natural radionuclides to a much lower extent (by 1-2 orders of magnitude) than whole diatom cells (with or without shells). Phytoplankton that build siliceous or calcareous shells, such as the diatoms and coccolithophores, are assembled via bio-mineralization processes using biopolymers as nanoscale templates. These templates could serve as possible carriers for radionuclides and stable metals.&lt;/p&gt;
&lt;p&gt;In this project, a research team at the Texas A &amp;amp; M University at Galveston hypothesize that radionuclide sorption is controlled by selective biopolymers that are associated with biogenic opal (diatoms), CaCO3 (coccolithophores) and the attached exopolymeric substances (EPS), rather than to pure mineral phase. To pursue this idea, the major objectives of their research will include separation, identification and molecular-level characterization of the individual biopolymers (e.g., polysaccharides, uronic acids, proteins, hydroquinones, hydroxamate siderophores, etc.) that are responsible for binding different radionuclides (Th, Pa, Pb, Po and Be) attached to cells or in the matrix of biogenic opal or CaCO3 as well as attached EPS mixture, in laboratory grown diatom and coccolithophore cultures. Laboratory-scale radiolabeling experiments will be conducted, and different separation techniques and characterization techniques will be applied.&lt;/p&gt;
&lt;p&gt;Intellectual Merit : It is expected that this study will help elucidate the molecular basis of the templated growth of diatoms and coccoliths, EPS and their role in scavenging natural radionuclides in the ocean, and help resolve debates on the oceanographic tracer applications of different natural radioisotopes (230,234Th, 231Pa, 210Po, 210Pb and 7,10Be). The proposed interdisciplinary research project will require instrumental approaches for molecular-level characterization of these radionuclides associated carrier molecules.&lt;/p&gt;
&lt;p&gt;Broader Impacts: The results of this study will be relevant for understanding biologically mediated ocean scavenging of radionuclides by diatoms and coccoliths which is important for carbon cycling in the ocean, and will contribute to improved interpretation of data obtained by field studies especially through the GEOTRACES program. This new program will enhance training programs at TAMUG for postdocs, graduate and undergraduate students. Lastly, results will be integrated in college courses and out-reach activities at Texas A&amp;amp;M University, including NSF-REU, Sea Camp, Elder Hostel and exhibits at the local science fair and interaction with its after-school program engaging Grade 9-12 students from groups traditionally underrepresented.&lt;/p&gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;Radiolabeled Diatom Cultures&amp;lt;br /&amp;gt;
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Exopolymeric Substance (AEPS and NAEPS) Extraction&amp;lt;br /&amp;gt;
AEPS and NAEPS extractions were performed following the procedures described in Chuang et al. [2014, 2015]. Briefly, for NAEPS, laboratory cultures were centrifuged (2694 g, 30 min) and filtered (0.2 μm). The filtrate was desalted via diafiltration with a 1000 amu cutoff cross-flow ultrafiltration membrane, followed by freeze drying&amp;lt;br /&amp;gt;
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&amp;lt;p&amp;gt;Intracellular and Frustule BF Extraction&amp;lt;br /&amp;gt;
Procedures for frustule biopolymers extraction adapted from Scheffel et al. [2011]. Briefly, the&amp;lt;br /&amp;gt;
clean diatom cells from the previous AEPS extraction step were resuspended in 10 ml, 100mmol L-1 EDTA&amp;lt;br /&amp;gt;
(pH 8.0) at 4°C overnight. EDTA solution was used to extract the intracellular material after cell lysis. The supernatant&amp;lt;br /&amp;gt;
was collected after centrifuging at 3000 g for 10 min, defined as EDTA extractable BF. Subsequently,&amp;lt;br /&amp;gt;
the pellet was placed in 10 ml, 1% SDS in 10mmol L-1 Tris (pH 6.8) solution and heated at 95°C for 1 h.&amp;lt;br /&amp;gt;
The resulting frustules were collected by centrifugation (2500 g, 10 min), washed with 10 ml milli-Q water 3&amp;lt;br /&amp;gt;
times, and then were freeze dried for later use. The supernatant from this step was collected and defined&amp;lt;br /&amp;gt;
as SDS extractable BF, mostly composed of soluble cell-membrane-associated materials. These two fractions&amp;lt;br /&amp;gt;
represent intracellular biopolymers lysed after cell breakage.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;HF digestion was applied to help extract the diatom frustule biopolymers. HF is a nonoxidizing acid commonly&amp;lt;br /&amp;gt;
used to convert SiO2 to volatile SiF4 during wet digestion [Scheffel et al., 2011; Šulcek and Povondra,&amp;lt;br /&amp;gt;
1989]. Hence, frustule biopolymers could be separated from the digested solution by a 3 kDa cutoff membrane. However, high-concentration HF would also liberate A type metal radionuclides (Th, Pa, and Be in&amp;lt;br /&amp;gt;
this study) from any complex by frustule biopolymers [e.g., Burnett et al., 1997]. Furthermore, deglycosylation&amp;lt;br /&amp;gt;
might also have occurred during a HF digestion [Mort and Lamport, 1977]. Therefore, the &amp;amp;lt;3000 amu fraction&amp;lt;br /&amp;gt;
represents the sum of silica frustules and broken down frustule biopolymer residues.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Subsequently, 5 ml, 52% HF was added to the frustules in a 15ml plastic centrifugation tube, and the mixture&amp;lt;br /&amp;gt;
solution was incubated on ice for 1 h. Hydrogen fluoride was then evaporated under an N2 stream to reduce&amp;lt;br /&amp;gt;
the volume to dryness. The remaining material was neutralized with 3ml Tris–HCl (250mmol L-1, pH 8.0) and&amp;lt;br /&amp;gt;
followed by centrifugation at 11,000 g for 15 min with 3000 amu Microsep centrifugal filter tubes (Milipore).&amp;lt;br /&amp;gt;
The filtrate was collected and defined as the fraction of digested silica with &amp;amp;lt;3000 amu frustule BF residues.&amp;lt;br /&amp;gt;
The supernatant (defined as&amp;amp;gt;3000amu HF soluble BF, e.g., silaffin) was concentrated to 250 μL and rinsed with&amp;lt;br /&amp;gt;
milli-Q water. The pellet from this step was then washed by a 3 ml, 200mmol L-1 ammonium acetate solution&amp;lt;br /&amp;gt;
twice with centrifugation at 3000 g for 20 min. The pellet was then resuspended in a 2 ml, 100mmol L-1&amp;lt;br /&amp;gt;
ammonium acetate solution and was sonicated for 20 s until the mixture solution appeared homogenized.&amp;lt;br /&amp;gt;
After ultracentrifuging the mixture solution at 12,000 g for 5 min, the pellet (&amp;amp;gt;3000 amu HF insoluble BF,&amp;lt;br /&amp;gt;
e.g., cingulin) was collected and freeze dried for later use. Combined BF from all three HF fractions represented&amp;lt;br /&amp;gt;
frustule-embedded biopolymers.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Activity concentrations of 234Th, 233Pa, 210Pb, and 7Be were measured by counting the gamma decay energies at 63.5 keV, 312 keV, 46.5 keV, and 477.6 keV, respectively, on a Canberra ultrahigh purity germanium well detector. The 210Po activity was analyzed by liquid scintillation counting (Beckman Model 8100 Liquid Scintillation Counter).&amp;lt;br /&amp;gt;
Concentrations of total carbohydrate (TCHO) were determined by the TPTZ (2, 4, 6-tripyridyl-s-triazine) method using glucose as the standard and [Hung and Santschi, 2001]. Protein content was determined using a modified Lowry protein assay, using bovine serum albumin as the standard (Pierce, Thermo Scientific). uronic acids (URA) were measured by the metahydroxyphenyl method using glucuronic acid as the standard [Hung and Santschi, 2001].&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Elemental contents of carbon (C) and nitrogen (N), were determined by a Perkin Elmer CHN 2400 analyzer, using cysteine (29.99% C, 11.67% N) as a standard.&amp;lt;/p&amp;gt;</gco:CharacterString>
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Liquid scintillation counters are instruments assaying alpha and beta radiation by quantitative detection of visible light produced by the passage of rays or particles through a suitable scintillant incorporated into the sample. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB21/</gco:CharacterString>
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