Dissolved organic carbon leaching from plastics stimulates microbial activity in the ocean.

Cristina Romera-Castillo, Maria Pinto, Teresa M. Langer, Xosé Antón Álvarez-Salgado, Gerhard J. Herndl · Nature Communications · 2018 · environmental-science · 10.1038/s41467-018-03798-5 · record romera-castillo2018-plastics-dissolved-organic-carbon
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DOC dissolved organic carbon organic matter leachate bioavailable DOC weathering microplastics BGE bacterial growth efficiency LDPE low density polyethylene HDPE high density polyethylene PAR photosynthetic active radiation Leaching of DOC microbial activity Photodegradation of plastics free radicals loss of leached DOC by sorption or volatilization fragmentation raises leaching sorption competes with microbial uptake plastics leaching heterotrophic polyethylene polypropylene solar radiation carbon cycling experiment

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Dissolved organic carbon leaching from plastics stimulates microbial activity in the ocean.

Abstract

Approximately 5.25 trillion plastic pieces are floating at the sea surface. research_questionThe impact of plastic pollution on the lowest trophic levels of the food web, however, remains unknown. object_of_studyclaim_typephenomenonconcepts↗concept_edgescontent_tagsHere we show that plastics release dissolved organic carbon (DOC) into the ambient seawater stimulating the activity of heterotrophic microbes. contributioncontent_tagsOur estimates indicate that globally up to 23,600 metric tons of DOC are leaching from marine plastics annually. content_tagsAbout 60% of it is available to microbial utilization in less than 5 days. If exposed to solar radiation, however, this DOC becomes less labile. content_tagsThus, plastic pollution of marine surface waters likely alters the composition and activity of the base of the marine food webs. It is predicted that plastic waste entering the ocean will increase by a factor of ten within the next decade, resulting in an increase in plastic-derived DOC that might have unaccounted consequences for marine microbes and for the ocean system.

Introduction

Plastic debris represents a contemporary environmental problem affecting marine fauna from small copepods to large mammals 1 . Some animals mistake plastic for food 2 and, among other impacts, the ingestion of plastic might cause stress, false satiation, reduced growth rates and can affect reproduction 3 . However, the impact of plastics on the lower levels of the food web, dominated by marine microbes, remains largely unknown. concepts↗content_tags↗Plastic can undergo natural abiotic degradation processes of chemical and mechanical nature, collectively called weathering, leading to its fragmentation. Moreover, biodegradation processes by microbes might also contribute to the degradation of plastics 1 . Plastic litter on beaches and floating in seawater is exposed to solar radiation resulting in the formation of surface cracks and fragmentation into progressively smaller particles, ultimately reaching microscopic sizes 1 , 4 . concepts↗Around 35,000 metric tons (MT) of all the plastics floating in the ocean are smaller than 5 mm (microplastics) 5 . Microplastics can also be directly derived from personal care and cosmetic products or textile fibers entering the marine environment via wastewater discharge 6 . To increase their performance and durability, commercial plastic frequently contains additives. In contact with water, these additives can leach from the plastic into the surrounding water 7 . concepts↗content_tags↗In this paper, the term leachate is used for any compound (additive or organic substance derived from polymer degradation including any nano-particle that might break off from the plastic surfaces) released from the plastic into the seawater. It has been shown that photo-degradation of plastic can release submicron particles into the aquatic media 8 . With decreasing particle size, the surface to volume ratio of the particle increases, potentially increasing also the concentration of leachates in the surrounding water.

content_tagsThe oceanic DOC pool is one of the largest reduced carbon pools on Earth (662 Pg C) 9 and it is of similar size as the atmospheric CO 2 (828 Pg C) 10 . Oceanic DOC is mainly derived from phytoplankton and forms the basic substrate for the microbial food web fueling micro-heterotrophic growth 9 , 11 . In this study, we hypothesize that the estimated 250,000 MT of plastics currently floating in the ocean 12 , 13 also contribute to the oceanic DOC pool via leaching. If bioavailable these plastic-leachates might stimulate microbial carbon flux in the ocean, especially in the surface layer. concepts↗content_tags↗Here we use the term bioavailable DOC for the DOC which is used by heterotrophic bacteria within days. In this regard, it is expected that particles of synthetic polymers are not bioavailable in the timescale of the experiment but only the truly dissolved leachate. Most of the marine studies on plastics focus on the distribution of plastic size classes in the surface ocean 1 , 3 . The role of plastics releasing DOC into the ambient seawater, their biodegradation and effects on the marine biota, however, remain largely unknown.

In the present study, the potential contribution of DOC leaching from microplastics to the surface oceanic DOC pool is estimated and the bioavailability of the plastic-derived DOC determined. We calculate that up to 23,600 MT of DOC is annually released by marine plastic litter. content_tagsIn highly contaminated areas, where plastics can be found in concentrations up to 2500 g km −2 , the leached DOC could make up to 10% of the DOC in the surface microlayer (top 40 µm of the water column). About 60% of the DOC leached from plastics is bioavailable in less than 5 days. However, if exposed to solar radiation, this plastic-derived DOC becomes less labile. Plastic leaching likely gives rise to local hot spots of DOC that can be rapidly remineralized by marine microbes. limitationsHowever, we do not know the fate of the 40% that is not taken up rapidly by bacteria. Taken together, we conclude that increasing plastic waste entering the oceans will have consequences for the marine microbial food web and for the carbon cycling.

Results

DOC leaching from plastics

Experiments were performed using commercially available low- and high-density polyethylene (LDPE and HDPE) as well as polypropylene (PP) and polyethylene (PE) from supermarket packaging (see Methods section). PP and PE were used because they represent the most abundant plastics found in the ocean 5 , 14 . The plastics were added to autoclaved artificial seawater (ASW) and exposed to artificial solar radiation over a period of 6 days and/or 30 days. controlsDark treatments and controls without plastics were also performed at the same time in all the experiments. DOC was measured before and after the irradiation period from unfiltered samples. Therefore, in this study DOC includes all the organic carbon compounds released by plastic, from truly dissolved substances to any polymeric nano-plastic that might have been also fragmented from the plastic surface. sensescontent_tagsAll plastic types used here leached DOC into the ambient water whether they were irradiated or held in the dark. To calculate the total DOC leaching from the plastics, the DOC concentration of the ASW prior to adding the plastics was used as initial concentration (Table 1 ). Table 1 DOC concentration leached from plastics during the light and dark incubations Plastic type Incubation time (d) Treatment Total DOC leached (µg cm −2 ) Instantaneous DOC leached (µg cm −2 ) Incubation DOC leached (µg cm −2 ) DOC consumption during microbial incubation (µmol L −1 ) LDPE 6 Light 5.8 ± 0.51 3.50 ± 0.51 2.3 ± 0.07 74.0 ± 4.39 Dark 6.02 ± 1.75 2.81 ± 1.80 3.21 ± 0.41 94.6 ± 16.74 HDPE 6 Light 2.41 ± 0.94 2.03 ± 0.94 0.39 ± 0.05 53.7 ± 5.62 Dark 2.74* 1.56* 1.18 ± 0.5 104.1 ± 1.50 LDPE 30 Light 6.67 ± 0.90 0.67 ± 1.39 6.00 ± 1.06 92.1 ± 3.74 Dark 8.92 ± 0.29 8.13 ± 0.59 0.79 ± 0.52 150.4 ± 17.62 HDPE 30 Light 6.28 ± 0.96 5.16 ± 0.96 1.12 ± 0.03 136.3 ± 0.54 Dark 2.79 ± 0.34 2.42 ± 0.45 0.37 ± 0.29 69.6 ± 17.34 PE packaging 30 Light 0.31 ± 0.16 0.09 ± 0.17 0.22 ± 0.02 27.2 ± 1.16 Dark 0.26 ± 0.20 0.52 ± 0.39 −0.26 ± 0.33 30.9 ± 3.49 PP packaging 30 Light 2.17 ± 0.13 1.10 ± 0.42 1.07 ± 0.40 55.0 ± 1.77 Dark 1.61 ± 0.15 1.10 ± 0.20 0.51 ± 0.14 52.5 ± 2.25 Instantaneous DOC leached is the DOC released right after the addition of the plastic to the artificial seawater and prior to the exposure to the artificial solar radiation. Total DOC leached: DOC at the end of the irradiation period minus DOC in artificial seawater before the plastic addition; Incubation DOC leached: DOC at the end of the irradiation period minus DOC after the plastic addition and prior incubation. DOC consumption during microbial incubation: DOC at the end of the microbial experiment minus DOC at the initial time of the microbial experiment. * only one sample of the three replicates. HDPE high-density polyethylene, LDPE low-density polyethylene, PE polyethylene, PP polypropylene

content_tagsLDPE and HDPE, either after 6 days or after 1 month of sterile incubation, leached between 2.4 and 8.9 μg C cm −2 of plastic surface (total DOC leached; Table 1 ). Plastics used as packing material released less DOC amounting to 0.26–0.31 μg C cm −2 and 1.6–2.2 μg C cm −2 plastic surface for PE and PP, respectively. content_tagsA time course experiment conducted in the dark using LDPE added to artificial seawater confirmed that the highest leaching of DOC from plastics occurs initially, when plastics get in contact with seawater (Fig. 1 ). Thereafter, DOC concentration exponentially decreased (about 45%) until reaching a constant leaching of about 5.5 μg C cm −2 , roughly similar to the total DOC leached in our irradiation experiments (Table 1 ). The first-order constant of DOC lost was −0.0135 h −1 , i.e., half of the missing leached DOC was lost in about 50 h (Fig. 1 ). Fig. 1 Loss of DOC over time using LDPE. The original DOC concentration of the artificial seawater before plastic addition was subtracted from all the points. Thus, the first point represents the maximum leaching after the plastic addition. Error bars show the standard deviation of the mean of three replicates. First order rate constant = −0.013 h −1 ± 0.003; R 2 = 0.97; p < 0.001. LDPE low-density polyethylene, DOC dissolved organic carbon

Accordingly, the effect of artificial solar radiation on the leaching of DOC from plastics floating in sterile seawater was also determined (Incubation DOC leached; Table 1 ). The DOC concentration immediately after adding the plastics was used as initial DOC concentration. The effect of artificial solar radiation varied depending on the plastic material and the duration of exposure. Over a 6-day incubation period under artificial solar radiation, we measured less DOC leached from LDPE and HDPE (2.30 and 0.39 μg C cm −2 of plastic surface, respectively) than from their corresponding dark treatments (3.21 and 1.18 μg C cm −2 , respectively). For HDPE, however, the differences were not significant ( t test, p > 0.05). In contrast, over 1-month incubation period, irradiated LDPE and HDPE released significantly more DOC ( t test, p < 0.05) (6 and 1.12 μg C cm −2 , respectively) than their corresponding dark treatments (0.79 and 0.37 μg C cm −2 , respectively). The packaging plastic (PE and PP) did not exhibit significant differences in the DOC leaching between artificial solar radiation and the corresponding dark controls ( t test, p > 0.05).

Microbial utilization of DOC leached from plastics

As plastics floating at the sea surface release DOC, we aimed at determining the bioavailability of plastic-derived DOC and its influence on the microbial community. Therefore, after removing the plastic pieces from the seawater incubated in the previous experiments, we inoculated this water with a natural bacterial community from surface waters of the Adriatic Sea (nine parts of water with plastic-leachate: one part of inoculum). The samples were incubated in the dark until microbes reached stationary phase.

In the treatments previously containing plastics (thereafter plastic treatments) and held in the dark, bacteria grew faster than in the previously irradiated plastic treatments or in the controls without plastics (Fig. 2 ). In general, in the irradiated plastic samples, bacterial abundance reached higher values (Fig. 2 c, d) than in the irradiated control without plastic but in some cases, the differences were low or not significant ( t test, p < 0.05; Fig. 2a, b, e, f ). sensesThe higher bacterial abundance in the plastic treatments held in the dark regarding the irradiated and no-plastic treatments was also consistent with higher leucine incorporation rates (a proxy for biomass production) (Fig. 3 ). After 24 h of incubation, leucine incorporation in LDPE and HDPE held in the dark (0.26 nmol Leu L −1 h −1 and 0.34 nmol Leu L −1 h −1 , respectively) was at least one order of magnitude higher ( t test, p < 0.05) than in the irradiated treatments (0.75 × 10 −2 and 1.67 × 10 −2 nmol Leu L −1 h −1 , Fig. 3a ). This trend was also observed after 48 h of incubation (Fig. 3b ). Fig. 2 Bacterial abundance during incubation with plastic leachates. Bacterial abundance (cell mL − 1 ) during the incubation with DOC leached from plastics previously irradiated for 6 days using a LDPE and b HDPE; for 30 days using c LDPE and d HDPE; for 30 days using e PE and f PP. Error bars represent the standard deviation of the mean of the triplicate cultures. HDPE high-density polyethylene, LDPE low-density polyethylene, PE polyethylene, PP polypropylene Fig. 3 Leucine incorporation in the 30-days plastic leaching experiments. Leucine incorporation (nmol Leu L −1 h −1 ) for: LDPE and HDPE treatments after a 24 h and b 48 h of incubation; PE and PP packaging plastic after c 24 h and d 48 h of incubation. Error bars represent the standard deviation of the mean of the triplicate cultures. HDPE high-density polyethylene LDPE low-density polyethylene, PE polyethylene, PP polypropylene

At the end of the bacterial incubation experiments, there were no significant differences ( p < 0.05) in bacterial abundance between plastic treatments and the controls without plastics (Fig. 2 ). Also, there was no clear pattern in the maximum bacterial abundance reached among the different types of plastics. All the treatments reached a maximum bacterial abundance of about 6×10 6 cells mL −1 . Bacteria started to grow slightly earlier in the LDPE and packaging PE and PP than in the HDPE treatments (Fig. 2 ). After 24 h of incubation, bacterial leucine incorporation was significantly higher ( p < 0.05) in the plastic treatments than in the non-plastic treatments, especially under dark conditions. When packaging plastic was used, leucine incorporation rates measured after 24 h of incubation were lower than in the other plastic types. Nevertheless, leucine incorporation in the dark plastic treatments (7.41 × 10 −2 and 0.12 × 10 −2 nmol Leu L −1 h −1 for PE and PP, respectively) was higher than in the corresponding irradiated (4.25 × 10 −3 and 4.97 × 10 −3 nmol Leu L −1 h −1 for PE and PP, respectively) treatments (Fig. 3c ). After 48 h of incubation, bacterial leucine incorporation in the dark treatments was significantly higher ( p < 0.05) than in the irradiated treatments. However, the dark control was not significantly different from the dark treatments containing plastics (Fig. 3d ).

concepts↗concepts↗concept_edgesThe bacterial growth efficiency (BGE, as %) was calculated from the increase in bacterial carbon biomass and the concomitant decrease in DOC in the incubations over time. content_tagscontent_tags↗An average BGE of 12% ± 10% was obtained for plastics (irradiated and dark treatments) and 19% ± 8% for the control treatments (irradiated and dark) without plastics. No significant differences were found in the BGE between treatment with and without plastic neither for irradiated and dark treatments. These BGE values are comparable with those of coastal waters 15 .

A strong positive linear relationship between DOC leaching and bacterial DOC consumption ( R 2 = 0.87; p < 0.001; N = 46, all plastic experiments included, Model II regression 16 , Fig. 4 ) indicated that DOC leaching from plastics, either irradiated or held in the dark, is utilized by marine microbes. content_tagscontent_tagsThe regression slope indicates that 58% ± 3% of the leached DOC is taken up by microbes at the time scale of the incubations. Fig. 4 Relation between DOC consumption by microbes and DOC leaching from plastics. DOC in µmol C L − 1 . Linear regression equation (Model II) using all data: Y = 0.58 (±0.03)⋅ X + 45.43 (±3.03) ( R 2 = 0.87; p < 0.001; N = 46). Open circles: irradiated samples; Gray circles: non-irradiated samples. DOC dissolved organic carbon

Discussion

All plastic types used here leached DOC into seawater with a major fraction being released in the initial phase when plastics first have contact with seawater (60% ± 26%; see Instantaneous DOC leached in Table 1 ). About 45% of the leached DOC is progressively lost during the first 200 h as shown in the kinetic experiment conducted in the dark (Fig. 1 ). mechanisms↗content_tags↗Since in this experiment photo-oxidation cannot be the cause of the DOC decline, the loss of DOC could be due to sorption onto the plastic, a loss of volatile leachates or a combination of both. The sorption–desorption capacity of plastics is well documented 17 ; thus a part of the DOC might re-adsorb onto plastics until an equilibrium is reached. The sorption of organic compounds onto plastic can be a fast process. Bakir et al. 18 found that some organic pollutants absorbed onto polyethylene floating in seawater reaching an equilibrium within 24–48 h. However, other studies determined a longer period (>20 days) to reach equilibration for organic pollutants absorbing onto polyethylene and polypropylene 17 . In our study, the equilibrium was reached after about 200 h. That could include the sorption of the DOC that was already present in seawater. However, in our study, this amounted to only 5% of the total DOC before it started to decrease. So, if some sorption of the DOC from seawater happened in our experiments, this was minimal compared to the DOC leachate. mechanisms↗In nature, the sorption of natural DOC onto plastics could compete with microbial DOC uptake disrupting the natural lower trophic level processes. Another explanation for the observed loss of DOC might be the production of volatile organic compounds resulting from degradation of plastics 19 . The strong plastic specific smell at the end of our incubation experiments (both in the irradiated and non-irradiated) suggests that some of the leached DOC is volatile. In irradiated samples, in addition to the possible direct release of organic volatiles from the plastics, solar radiation might have caused photo-degradation of the released non-volatile compounds resulting in CO, CO 2 , or organic volatiles not measurable with our method to determine DOC. Possible photo-degradation products from plastic are propane, propene, ethane, ethylene, butane, and hexene 20 among others. The method for measuring DOC applied in this study only accounts for the non-volatile fraction because the seawater samples are sparged with N 2 gas prior to the analysis to remove all the inorganic carbon which, however, also results in the loss of the volatile DOC fraction (see Methods section). limitationsThus, it is likely that plastics exposed to solar radiation leach more DOC than is measured with the approach used here.

It has been estimated that between 4.8 × 10 12 and 12.7 × 10 12 MT of plastics entered the ocean in the year of 2010 21 . Assuming that floating plastics have an average density of 0.96 g cm −3 (see Methods section) and given our range of DOC leaching (0.26–8.92 µg C cm −2 ; Table 1 ), we estimate that between 260 and 23,600 MT of DOC year −1 leach from those plastics. Previous estimates indicate that 5.25 × 10 12 pieces of plastic particles weighing 268,940 MT are currently floating at the sea surface 5 , 12 , i.e., much less than the plastic entering the ocean annually 21 . content_tagsThis indicates that the majority of the plastics entering the ocean is not floating at the surface. Missing plastic likely sunk in the water column and is buried in marine sediments or it is too small to be caught by the commonly used nets to collect marine plastics (about 200 µm) 5 . In the subtropical gyres, plastic concentrations can be as high as 2500 g km −2 5 , 12 . By extrapolating our results to the concentration of plastics in the ocean, we estimate that 2500 g km −2 of plastics would leach between 0.14 and 4.65 g DOC km −2 . Considering a 40 µm thick surface microlayer in which these plastics are floating and leaching, 2500 g km −2 of plastics leach between 0.28 and 9.68 µmol C L −1 within 5 days. DOC concentrations of about 110 µmol L −1 have been measured in the surface microlayer of the oligotrophic gyre of the North Atlantic 22 . Thus, up to 10 ± 0.3% of the DOC in the surface microlayer might originate from plastics. This could create local hot spots of high DOC concentrations stimulating microbial activity.

Even if the plastic types used in our experiments are the most abundant plastics found in the ocean (polyethylene and polypropylene) 14 , there is a high diversity of plastic polymers in the ocean. limitationsOther plastic types might release different amounts of DOC than those examined here. Therefore, the values presented here are only tentative estimates. mechanisms↗Aging and degradation of plastic causes its breakdown into small pieces 23 , a mechanism, which could potentially increase DOC leaching due to the increase in surface area relative to its volume. The plastics used in our experiments did not show any signs of aging to the naked eye after the exposure to artificial solar radiation. Moreover, since the missing plastic mentioned above is not taken into account here, our estimates of DOC leaching from plastics are likely very conservative.

Plastics could also contribute to the DOC measurements through their direct presence in the samples. Nanoplastics (<100 nm) are either derived from fragmentation of larger particles or directly from products for personal care, cosmetics, or textile fibers 6 , 24 , 25 . A recent study showed that plastic particles smaller than 2 µm are generated upon exposure of polystyrene to solar radiation 8 . A high number of these polymer particles were found to be smaller than 800 nm 8 . In our experiments, any nanoparticle formed would be included in the DOC pool since we did not filter the sample before and after the irradiation experiment. However, we did not find significant differences in DOC leaching between irradiated and dark samples in most of the experiment, indicating that sub-micrometer particles from photo-degradation were not generated to a significant extent in our experiments. concepts↗concepts↗concept_edgescontent_tags↗DOC is operationally defined as the fraction of organic matter passing through a 0.2–0.7 µm filter 26 . Therefore, any particle smaller than 700 nm would pass the most commonly used filters for DOC analysis (Whatman GF/F, 0.7 µm pore size) and consequently, will contribute to the measured DOC. Thus, special care should be taken when collecting DOC samples in plastic contaminated areas.

concepts↗concepts↗concept_edgesLeaching of DOC from plastics influences the microbial activity and carbon cycling in the ocean. The bioavailable fraction of the leached DOC was (insignificantly) higher when the plastic was kept in the dark than under artificial solar radiation (61% ± 3% in the dark vs. 55% ± 5% in the light treatments). Even in the treatments with only low levels of DOC leaching (e.g., PE packaging plastic), dark conditions stimulated the response of the bacterial community, as indicated by the DOC utilization and by an earlier increase in microbial abundance in the plastic incubations than in the controls without plastic. Even where no differences in the DOC leaching between the light and dark treatments were observed, microbial growth started earlier in the dark treatments containing plastics indicating that irradiated DOC derived from plastics might undergo photochemical transformation affecting microbial growth. concepts↗concepts↗concept_edgesPhotodegradation of plastics is known to produce free radicals 20 potentially inhibiting bacterial growth 27 . Therefore, the lower bacterial abundance and leucine incorporation in the treatments exposed to artificial solar radiation might be due to the formation of microbial inhibitors. The large amount of plastics potentially present in the deeper water layers or in sediments 5 is not exposed to solar radiation. Thus, plastic-derived DOC could also potentially enhance microbial growth in layers well below the oceanic surface layer. limitationsOur leaching experiments were performed under abiotic conditions. In the ocean, however, microbes will have access to the plastic-derived DOC immediately upon its release, resulting in ~45% more DOC, potentially available, than the estimates given in Table 1 (Total leached DOC). Thus, re-sorption of leached DOC onto the plastics would be largely prevented if microbes would efficiently take up the DOC as soon as it is released from the plastics.

DOC leaching from plastics and its effect on microbial activity might be important in areas with high plastic concentrations (e.g., subtropical gyres or near shore waters), especially in the surface microlayer. content_tagsThe quantity of plastic waste entering the oceans is predicted to increase by up to one order of magnitude by the year 2025 (20) resulting in plastic-derived DOC of up to 236,000 MT per year in the global ocean, with potential major consequences for marine microbes and the carbon cycling in the oceanic system.

Methods

Plastic leaching experiments

method↗concepts↗concepts↗concepts↗concepts↗concept_edgesconcept_edgesA total of six experiments were performed using four different types of plastics (low density polyethylene (LDPE), high density polyethylene (HDPE), polyethylene (PE), and polypropylene (PP)) and two exposure times with artificial solar radiation, 6 days and 30 days. An additional experiment to study the kinetics of DOC leaching from plastics was performed in the dark using LDPE.

concepts↗concepts↗concept_edgesArtificial photosynthetic active radiation (PAR) was provided by a HQI-T Powerstar lamp (250 W, Osram), UV-A radiation by 2 Philips TL100W/10 R fluorescent tubes, and UV-B radiation by 2 UVA-340 fluorescent lamps (Q-Panel Company, UK). The radiation intensity for each wavelength or wavelength range was as follows: PAR (400–700 nm), 700 µmol m −2 s −1 ; 380 nm, 28.47 µW cm −2 nm −1 ; 340 nm, 16.31 µW cm −2 nm −1 ; 320 nm, 7.95 µW cm −2 nm −1 ; 305 nm, 1.09 µW cm −2 nm −1 . The radiation dose rate represents the solar radiation in the subtropical North Atlantic Gyre measured at noon at 15 m depth 28 . Artificial solar radiation was measured at 305, 320, 340, 380 nm, and PAR with a Biospherical PUV-510 radiometer using a correction factor for the 305 nm channel as suggested by Kirk 29 . The light treatments received continuous artificial solar radiation.

Polyethylene plastic (LDPE and HDPE) was obtained from GoodFellow as plastic film (LDPE, 0.5 mm thickness) and pellets (HDPE, ~4 mm diameter). PE from fruit bags and PP from fruit packaging, both translucent, were obtained from a local supermarket in Vienna (Austria). LDPE, PE, and PP were cut into ~7 mm squares. Plastic pieces (63 squares for LDPE, PE and PP, and 123 pellets for HDPE experiments) were added to 250 mL of sterilized (autoclaved at 121 °C for 20 min) artificial seawater in quartz tubes for the treatments receiving artificial solar radiation. Dark controls were established in the same way but using borosilicate bottles wrapped in aluminum foil. Light and dark controls without plastics were also performed in the same way as the samples with plastics. All the treatments and controls were performed in triplicate. Light and dark samples were placed in the solar simulator under the radiation conditions described above during 6 days (LDPE and HDPE) and 30 days (LDPE, HDPE, PE and PP). A flow-through water bath maintained the temperature of the incubation flasks at 23 °C.

DOC was measured from the unfiltered artificial seawater before and after the incubation period to estimate the DOC leaching from the plastic material and the effect of the radiation on it. DOC released was normalized to the surface area of the whole plastic used in every flask. Bacterial abundance was measured at the end of the experiment to check whether bacterial growth took place in the plastic leaching experiments. However, bacterial abundance in these experiments was always below 10 4 mL −1 .

Bioavailability of DOC leaching from plastics

Following the exposure to artificial solar radiation, plastic pieces were removed from the incubation flasks and 0.8 µm filtered surface seawater from the North Adriatic Sea was added to the incubation water at a ratio of 9:1 (incubation water: 0.8 µm filtered). The treatments were amended with NH 4 Cl and NaH 2 PO 4 to a final concentration of 10 and 2 µm L −1 , respectively, to avoid growth limitation by either nitrogen or phosphorus availability. The flasks were incubated in the dark at 23 °C until the mixed microbial community reached stationary phase. Samples for microbial abundance were collected every 6–12 h for the LDPE and HDPE experiments and daily for the PE and PP experiments. DOC samples were collected at the beginning of the incubation and at the end of the exponential growth phase of the microbial community. At the end of this incubation experiment, DOC samples were filtered through combusted Whatman GF/F filters to remove bacteria. In the 30 days experiments with different types of plastics (LDPE, HDPE, PE, and PP), heterotrophic microbial production was measured 24 and 48 h after inoculating the microbial community as described below.

An additional experiment was performed to study the kinetics of the DOC leaching from plastics in which 63 LDPE squares were added to 300 mL of artificial seawater. The samples were kept in the dark at 23 °C and DOC samples were collected at different times over a 2-weeks period, with a higher frequency in the initial phase of the kinetic study.

DOC and microbial analysis

DOC samples were collected unfiltered for the initial and final time of the irradiation experiment as well as the kinetic experiment. However, they were filtered at the end of the microbial incubation experiment (Whatman GF/F filters pre-combusted at 450 °C for 4 h) to remove bacteria. Water for DOC analyses was collected in pre-combusted 20 mL glass vials, acidified with concentrated HCl to pH < 2 and stored at 4 °C until analysis. DOC was measured with a Shimadzu TOC-V organic carbon analyzer 30 after removal of CO 2 by vigorous sparging with high purity N 2 . Therefore, only the non-volatile fraction of DOC is measured. controlsThe accuracy was tested daily with the DOC reference materials provided by D.A. Hansell (University of Miami). We obtained average concentrations of 43.3 ± 0.3 μmol L −1 for the deep ocean reference (Batch 16—2016) minus blank reference materials. The nominal DOC value provided by the reference laboratory was 43–45 μmol L −1 .

The global budget of DOC leaching from plastic in the ocean was calculated assuming a plastic density of 0.96 g cm −3 , a plastic thickness of 0.1 mm and the two sides of the plastic film.

Bacterial abundance was measured collecting aliquots of 1.5–2 mL from each bottle, fixed with 0.5% glutaraldehyde (final concentration, Sigma-Aldrich), stored in the dark for 10 min and subsequently frozen at −80 °C until further processing. Bacterial abundance was measured by flow cytometry (BD FACSAria IIu) following the method described elsewhere 31 .

Leucine incorporation rates of the microbial communities were measured by adding 20 nmol L −1 [ 3 H]-leucine (final concentration, specific activity 120 Ci mmol L −1 ) to triplicate 1.5 mL samples. Duplicate TCA (trichloroacetic acid)-killed blanks (5% final concentration) were treated in the same way as the samples 32 . Samples and blanks were incubated in the dark at 20 °C for 2 h. Incubations were terminated by adding TCA (5% final concentration) to the samples. Bacterial proteins were precipitated by two successive centrifugation steps (12,000 × g for 10 min), including a washing step with 1 mL of 5% TCA. The samples were air-dried before adding 1 mL of liquid scintillation cocktail. After 24 h, the radioactivity was determined in a scintillation counter (Packard Tri-Carb 1600TR). The disintegrations per minute (DPMs) of the blanks were subtracted from the mean DPMs of the respective samples and the resulting DPMs converted into leucine incorporation rates.

Data availability

The authors declare that the data supporting the findings of this study are available within the article.

Every tag on this page

claim_type 1 · concept_edges 8 · concepts 19 · content_tags 20 · contribution 1 · controls 2 · limitations 4 · mechanisms 3 · method 1 · object_of_study 1 · phenomenon 1 · research_question 1 · senses 2

Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; 8 of 8 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

This record holds no relations between claims. A layer is empty when the tagger recorded nothing in it — which is not the same as the paper having nothing to record.

facettagfieldconf.whose words
object_of_studydissolved organic carbon leaching from marine plastics and its use by heterotrophic microbesobject_of_studythe paper's words
research_questionwhat impact plastic pollution has on the lowest trophic levels of the marine food webresearch_questionthe paper's words
contributionmeasurements and a global estimate of plastic-derived DOC and its bioavailability to marine bacteriacontributionthe paper's words
claim_typeexistenceclaim_typethe paper's words
phenomenonplastic-derived dissolved organic carbon stimulating marine microbesphenomenonthe paper's words
methodexperiment
also in: experiment
methodthe paper's words
mechanismsLeached DOC declines in the dark by re-sorption onto the plastic, loss of volatile leachates, or both.mechanisms[0]0.75the tagger's words
mechanismsAging breaks plastic into smaller pieces, raising surface area relative to volume and potentially DOC leaching.mechanisms[1]0.75the tagger's words
mechanismsNatural DOC sorbing onto plastics could compete with microbial DOC uptake.mechanisms[2]0.7the tagger's words
limitationsOther plastic types may leach different amounts, so the values are tentative estimates.limitations[0]0.85the tagger's words
limitationsThe method misses volatile DOC, so irradiated plastics likely leach more than measured.limitations[1]0.85the tagger's words
limitationsThe fate of the 40% of leached DOC not rapidly taken up is unknown.limitations[2]0.8the tagger's words
limitationsLeaching was measured under abiotic conditions.limitations[3]0.8the tagger's words
controlsdark treatments and seawater controls without plastics
eliminates: microbial growth unrelated to plastic-derived DOC · outcome: held
controls[0]0.8the tagger's words
controlsdaily analysis of certified DOC reference material
eliminates: DOC analyser inaccuracy · outcome: held
controls[1]0.8the tagger's words
conceptsDOC
also in: DOC
concepts[0]0.9the paper's words
conceptsdissolved organic carbonconcepts[1]0.85the paper's words
conceptsorganic matterconcepts[2]0.7the paper's words
conceptsleachate
also in: leachate
concepts[3]0.9the paper's words
conceptsbioavailable DOCconcepts[4]0.9the paper's words
conceptsweathering
also in: weathering
concepts[5]0.85the paper's words
conceptsmicroplastics
also in: microplastics
concepts[6]0.85the paper's words
conceptsBGE
also in: BGE
concepts[7]0.9the paper's words
conceptsbacterial growth efficiencyconcepts[8]0.85the paper's words
conceptsLDPE
also in: LDPE
concepts[9]0.9the paper's words
conceptslow density polyethyleneconcepts[10]0.7the paper's words
conceptsHDPE
also in: HDPE
concepts[11]0.9the paper's words
conceptshigh density polyethyleneconcepts[12]0.7the paper's words
conceptsPAR
also in: PAR
concepts[13]0.9the paper's words
conceptsphotosynthetic active radiationconcepts[14]0.7the paper's words
conceptsLeaching of DOCconcepts[15]0.75the paper's words
conceptsmicrobial activityconcepts[16]0.7the paper's words
conceptsPhotodegradation of plasticsconcepts[17]0.7the paper's words
conceptsfree radicals
also in: free radicals
concepts[18]0.7the paper's words
sensesDOC (in this study) - all organic carbon released by the plastic, including nano-plastic fragments, since samples were unfilteredsenses[0]0.8the tagger's words
sensesleucine incorporation - used as a proxy for bacterial biomass productionsenses[1]0.8the tagger's words
concept_edgesDOC —same-as→ dissolved organic carbon
the relation itself is separately evidenced · strength of the relation: 0.95
concept_edges[0]0.95the tagger's words
concept_edgesBGE —same-as→ bacterial growth efficiency
the relation itself is separately evidenced · strength of the relation: 0.95
concept_edges[1]0.95the tagger's words
concept_edgesLDPE —same-as→ low density polyethylene
the relation itself is separately evidenced · strength of the relation: 0.95
concept_edges[2]0.95the tagger's words
concept_edgesHDPE —same-as→ high density polyethylene
the relation itself is separately evidenced · strength of the relation: 0.95
concept_edges[3]0.95the tagger's words
concept_edgesPAR —same-as→ photosynthetic active radiation
the relation itself is separately evidenced · strength of the relation: 0.95
concept_edges[4]0.95the tagger's words
concept_edgesdissolved organic carbon —operationalised-as→ organic matter
the relation itself is separately evidenced · strength of the relation: 0.85 · the relation stated: operationally defined as
concept_edges[5]0.85the tagger's words
concept_edgesLeaching of DOC —causes→ microbial activity
the relation itself is separately evidenced · strength of the relation: 0.85 · the relation stated: influences
concept_edges[6]0.85the tagger's words
concept_edgesPhotodegradation of plastics —causes→ free radicals
the relation itself is separately evidenced · strength of the relation: 0.7 · the relation stated: produce
concept_edges[7]0.7the tagger's words
content_tagsPlastics release DOC into seawater that stimulates heterotrophic microbes.content_tags.findings[0]0.85the tagger's words
content_tagsAll plastic types leached DOC, irradiated or in the dark.content_tags.findings[1]0.85the tagger's words
content_tagsMost leaching happens on first contact with seawater.content_tags.findings[2]0.8the tagger's words
content_tagsAbout 58% of leached DOC is taken up by microbes within the incubations.content_tags.findings[3]0.85the tagger's words
content_tagsMost plastic entering the ocean is not floating at the surface.content_tags.findings[4]0.75the tagger's words
content_tagsPlastic pollution likely alters the base of marine food webs.content_tags.findings[5]0.75the tagger's words
content_tagsany compound released from the plastic into the seawater
also in: leachate
content_tags.definitions[0]0.9the tagger's words
content_tagsthe DOC used by heterotrophic bacteria within dayscontent_tags.definitions[1]0.9the tagger's words
content_tagsnatural abiotic degradation processes of chemical and mechanical nature
also in: weathering
content_tags.definitions[2]0.85the tagger's words
content_tagsthe fraction of organic matter passing through a 0.2-0.7 µm filter
also in: DOC
content_tags.definitions[3]0.85the tagger's words
content_tagsglobal DOC leaching from marine plasticscontent_tags.quantities[0]0.85the tagger's words
content_tagsshare of leached DOC available to microbescontent_tags.quantities[1]0.85the tagger's words
content_tagsDOC leached by LDPE and HDPEcontent_tags.quantities[2]0.85the tagger's words
content_tagsleached DOC taken up by microbescontent_tags.quantities[3]0.85the tagger's words
content_tagsbacterial growth efficiency with vs without plasticscontent_tags.quantities[4]0.85the tagger's words
content_tagsshare of surface-microlayer DOC from plastics in contaminated areascontent_tags.quantities[5]0.8the tagger's words
content_tagssize of the oceanic DOC poolcontent_tags.quantities[6]0.8the tagger's words
content_tagsprojected plastic-derived DOC by 2025content_tags.quantities[7]0.75the tagger's words
content_tagsbacterial growth efficiencycontent_tags.variables[0]0.8the tagger's words
content_tagsleachate
also in: leachate
content_tags.variables[1]0.75the tagger's words

Interpretive choices

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