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        <gco:CharacterString>Enzyme Activity Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;&amp;lt;em&amp;gt;&amp;lt;strong&amp;gt;Strains and culture conditions:&amp;amp;nbsp;&amp;lt;/strong&amp;gt; &amp;lt;/em&amp;gt;All strains used in this study were taken from those used for a Long-Term Phytoplankton Evolution (LTPE) experiment (1). &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; strains were streptomycin-resistant derivates of the high light-adapted strain MIT9312 obtained as described previously (2, 3), either before (Ancestor) or after 500 generations of evolution at either 400 ppm or 800 ppm pCO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions (i.e., modern day or projected year 2100 conditions (4)). &amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; strains were derivatives of strain EZ55, originally isolated from a &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; MIT9215 culture (3). As with our &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; strains, we used both ancestral and evolved varieties of EZ55 co-evolved with &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;at the two pCO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments and subsequently isolated. &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; cultures were revived from cultures cryopreserved with 7.5% DMSO in liquid nitrogen vapor, and &amp;lt;em&amp;gt;Alteromonas &amp;lt;/em&amp;gt;cultures were revived from cultures preserved with 20% glycerol stored at -80&amp;lt;sup&amp;gt;o&amp;lt;/sup&amp;gt; C. Prior to use in experiments, all &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;cultures were grown in co-culture with &amp;lt;em&amp;gt;Alteromonas &amp;lt;/em&amp;gt;EZ55 helpers (3) and were acclimated to culture conditions for at least 4 generations prior to data collection.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; cultures were grown in YTSS medium (5) and &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; cultures were grown in Pro99 medium (6) or PEv medium (1), both made in an artificial seawater base (ASW) (1). Prior to addition to co-cultures &amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; strains were pelleted at 2000 g for 2 minutes and washed twice in sterile ASW, then added to cultures at approximately 10&amp;lt;sup&amp;gt;6&amp;lt;/sup&amp;gt; cells ml&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;. &amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; was grown at 30&amp;lt;sup&amp;gt;o&amp;lt;/sup&amp;gt; C with 120 rpm shaking. Unless otherwise noted, &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;and co-cultures were grown in static 13 mL conical bottom acid-washed glass tubes under approximately 75 mmol photons m&amp;lt;sup&amp;gt;-2&amp;lt;/sup&amp;gt; s&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt; cool white light in a Percival incubator set to 23&amp;lt;sup&amp;gt;o&amp;lt;/sup&amp;gt; C. When medium additions were employed, all solutions were filter sterilized with a 0.2 mm filter. Cell densities of &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;cultures to standardize inoculations between experiments were determined using a Guava HT1 flow cytometer (Luminex Corporation, Austin, TX) by the distinctive signature of these cells on plots of forward light scatter vs. red fluorescence (Fig. S1A). Day-to-day culture growth was tracked using the &amp;lt;em&amp;gt;in vivo &amp;lt;/em&amp;gt;chlorophyll &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt; module for the Trilogy fluorometer (Turner Designs, San Jose, CA) with a custom 3D-printed adapter designed for conical bottom tubes. Fluorometer measurements and cell counts were linearly related across the range of cells examined in this study (Pearson correlation coefficient 0.835, p = 1.38 x 10&amp;lt;sup&amp;gt;-6&amp;lt;/sup&amp;gt;, Fig. S1B).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;&amp;lt;em&amp;gt;Concentration of &amp;lt;/em&amp;gt;Alteromonas&amp;lt;em&amp;gt; exudates:&amp;lt;/em&amp;gt;&amp;lt;/strong&amp;gt; EZ55 was grown in Pro99 media supplemented with 0.1% glucose to sustain growth in the absence of &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; exudates. We scaled cultures up progressively from 12 mL to 2 L. The 2L culture was grown in a vented bottle with an outlet connected to a filter with 0.22 μm pore size. After removing most of the cells by centrifugation, we produced size-fractionated, concentrated exudates using tangential flow filtration using Sartorius Vivaflow 200 cassettes. The 2L culture supernatant was passed first through a 0.22 μm cassette using a Masterflex L/S peristaltic pump (Cole-Parmer) to remove bacterial cells, then through a 50 kDa module and a 5 kDa module in succession to produce &amp;amp;gt;50 kDa and &amp;amp;lt;50 kDa fractions that were each concentrated approximately 100-fold. A portion of the &amp;amp;gt;50 kDa fraction was placed in boiling water for 5 minutes to denature proteins. When these concentrated extracellular products were added to culture media for growth experiments they were diluted 100-fold, returning them to approximately their original concentration prior to filtration.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;&amp;lt;em&amp;gt;Enzyme activities of exudates&amp;lt;/em&amp;gt;:&amp;lt;/strong&amp;gt; We used a variety of enzymatic tests to evaluate the activity of &amp;lt;em&amp;gt;Alteromonas &amp;lt;/em&amp;gt;exudates. We used the fluorescent conjugates 4-nitrophenyl-α-D-glucopyranoside, 4-nitrophenyl-β-D-glucopyranoside, and 4-nitrophenyl-N-acetyl-β-D-glucopyranoside to measure the activities of the glycolytic enzymes α-glucosidase, β-glucosidase and N-acetyl-glucosaminidase, respectively (7). Phosphatase activity was measured by following the hydrolysis of fluorescent substrate 4-methylumbelliferyl phosphate (8). Enzyme activity for these experiments was expressed as the rate of fluorescent product accumulation over the first 2-5 hours, minus the rate of accumulation in an exudate-free media control. Protease activity was measured after a 30 minute incubation based on Sigma’s non-specific protease activity assay using casein as a substrate (9). Siderophore activity was determined after a 30 minute incubation using chrome azurol S (10). Both fluorescence and optical density traces for these assays were measured using a Biotek Synergy H1 plate reader (Agilent, Santa Clara, CA). Hydroperoxidase activity was assessed by measuring the elimination of a hydrogen peroxide spike after 2 hours, tracking the hydrogen peroxide concentration using acridinium ester chemiluminescence via the injection protocol described previously (2) but modified for use with the Synergy H1. We also attempted to determine the role, if any, of intact EVs in enzyme function by sonicating a subsample of the &amp;amp;gt;50 kDa fraction prior to assays. To accomplish this, the concentrates were treated with a Fisher Scientific sonic dismembrator for 3 cycles of 10 s with 10 s pause between (100W, 30% output efficiency). Both methylumbelliferyl and 4-nitrophenyl conjugate substrates are routinely used to measure membrane permeability due to their inability to cross membranes (11, 12), so an increase in apparent enzymatic activity post-sonication can be interpreted as an indication of membrane disruption.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/893378.rdf" xlink:title="OCE-2304066" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2304066 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2304066</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/893380.rdf" xlink:title="OCE-2304067" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2304067 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2304067</gmx:Anchor>
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;&amp;lt;strong&amp;gt;Strains and culture conditions:&amp;amp;nbsp;&amp;lt;/strong&amp;gt; &amp;lt;/em&amp;gt;All strains used in this study were taken from those used for a Long-Term Phytoplankton Evolution (LTPE) experiment (1). &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; strains were streptomycin-resistant derivates of the high light-adapted strain MIT9312 obtained as described previously (2, 3), either before (Ancestor) or after 500 generations of evolution at either 400 ppm or 800 ppm pCO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions (i.e., modern day or projected year 2100 conditions (4)). &amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; strains were derivatives of strain EZ55, originally isolated from a &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; MIT9215 culture (3). As with our &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; strains, we used both ancestral and evolved varieties of EZ55 co-evolved with &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;at the two pCO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments and subsequently isolated. &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; cultures were revived from cultures cryopreserved with 7.5% DMSO in liquid nitrogen vapor, and &amp;lt;em&amp;gt;Alteromonas &amp;lt;/em&amp;gt;cultures were revived from cultures preserved with 20% glycerol stored at -80&amp;lt;sup&amp;gt;o&amp;lt;/sup&amp;gt; C. Prior to use in experiments, all &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;cultures were grown in co-culture with &amp;lt;em&amp;gt;Alteromonas &amp;lt;/em&amp;gt;EZ55 helpers (3) and were acclimated to culture conditions for at least 4 generations prior to data collection.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; cultures were grown in YTSS medium (5) and &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; cultures were grown in Pro99 medium (6) or PEv medium (1), both made in an artificial seawater base (ASW) (1). Prior to addition to co-cultures &amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; strains were pelleted at 2000 g for 2 minutes and washed twice in sterile ASW, then added to cultures at approximately 10&amp;lt;sup&amp;gt;6&amp;lt;/sup&amp;gt; cells ml&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;. &amp;lt;em&amp;gt;Alteromonas&amp;lt;/em&amp;gt; was grown at 30&amp;lt;sup&amp;gt;o&amp;lt;/sup&amp;gt; C with 120 rpm shaking. Unless otherwise noted, &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;and co-cultures were grown in static 13 mL conical bottom acid-washed glass tubes under approximately 75 mmol photons m&amp;lt;sup&amp;gt;-2&amp;lt;/sup&amp;gt; s&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt; cool white light in a Percival incubator set to 23&amp;lt;sup&amp;gt;o&amp;lt;/sup&amp;gt; C. When medium additions were employed, all solutions were filter sterilized with a 0.2 mm filter. Cell densities of &amp;lt;em&amp;gt;Prochlorococcus &amp;lt;/em&amp;gt;cultures to standardize inoculations between experiments were determined using a Guava HT1 flow cytometer (Luminex Corporation, Austin, TX) by the distinctive signature of these cells on plots of forward light scatter vs. red fluorescence (Fig. S1A). Day-to-day culture growth was tracked using the &amp;lt;em&amp;gt;in vivo &amp;lt;/em&amp;gt;chlorophyll &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt; module for the Trilogy fluorometer (Turner Designs, San Jose, CA) with a custom 3D-printed adapter designed for conical bottom tubes. Fluorometer measurements and cell counts were linearly related across the range of cells examined in this study (Pearson correlation coefficient 0.835, p = 1.38 x 10&amp;lt;sup&amp;gt;-6&amp;lt;/sup&amp;gt;, Fig. S1B).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;&amp;lt;em&amp;gt;Concentration of &amp;lt;/em&amp;gt;Alteromonas&amp;lt;em&amp;gt; exudates:&amp;lt;/em&amp;gt;&amp;lt;/strong&amp;gt; EZ55 was grown in Pro99 media supplemented with 0.1% glucose to sustain growth in the absence of &amp;lt;em&amp;gt;Prochlorococcus&amp;lt;/em&amp;gt; exudates. We scaled cultures up progressively from 12 mL to 2 L. The 2L culture was grown in a vented bottle with an outlet connected to a filter with 0.22 μm pore size. After removing most of the cells by centrifugation, we produced size-fractionated, concentrated exudates using tangential flow filtration using Sartorius Vivaflow 200 cassettes. The 2L culture supernatant was passed first through a 0.22 μm cassette using a Masterflex L/S peristaltic pump (Cole-Parmer) to remove bacterial cells, then through a 50 kDa module and a 5 kDa module in succession to produce &amp;amp;gt;50 kDa and &amp;amp;lt;50 kDa fractions that were each concentrated approximately 100-fold. A portion of the &amp;amp;gt;50 kDa fraction was placed in boiling water for 5 minutes to denature proteins. When these concentrated extracellular products were added to culture media for growth experiments they were diluted 100-fold, returning them to approximately their original concentration prior to filtration.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;&amp;lt;em&amp;gt;Enzyme activities of exudates&amp;lt;/em&amp;gt;:&amp;lt;/strong&amp;gt; We used a variety of enzymatic tests to evaluate the activity of &amp;lt;em&amp;gt;Alteromonas &amp;lt;/em&amp;gt;exudates. We used the fluorescent conjugates 4-nitrophenyl-α-D-glucopyranoside, 4-nitrophenyl-β-D-glucopyranoside, and 4-nitrophenyl-N-acetyl-β-D-glucopyranoside to measure the activities of the glycolytic enzymes α-glucosidase, β-glucosidase and N-acetyl-glucosaminidase, respectively (7). Phosphatase activity was measured by following the hydrolysis of fluorescent substrate 4-methylumbelliferyl phosphate (8). Enzyme activity for these experiments was expressed as the rate of fluorescent product accumulation over the first 2-5 hours, minus the rate of accumulation in an exudate-free media control. Protease activity was measured after a 30 minute incubation based on Sigma’s non-specific protease activity assay using casein as a substrate (9). Siderophore activity was determined after a 30 minute incubation using chrome azurol S (10). Both fluorescence and optical density traces for these assays were measured using a Biotek Synergy H1 plate reader (Agilent, Santa Clara, CA). Hydroperoxidase activity was assessed by measuring the elimination of a hydrogen peroxide spike after 2 hours, tracking the hydrogen peroxide concentration using acridinium ester chemiluminescence via the injection protocol described previously (2) but modified for use with the Synergy H1. We also attempted to determine the role, if any, of intact EVs in enzyme function by sonicating a subsample of the &amp;amp;gt;50 kDa fraction prior to assays. To accomplish this, the concentrates were treated with a Fisher Scientific sonic dismembrator for 3 cycles of 10 s with 10 s pause between (100W, 30% output efficiency). Both methylumbelliferyl and 4-nitrophenyl conjugate substrates are routinely used to measure membrane permeability due to their inability to cross membranes (11, 12), so an increase in apparent enzymatic activity post-sonication can be interpreted as an indication of membrane disruption.&amp;lt;/p&amp;gt;</gco:CharacterString>
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