Embryos of Austrofundulus limnaeus can tolerate extreme environmental stresses by entering into a state of metabolic and developmental arrest known as diapause. Oxidative stress is ubiquitous in aerobic organisms and the unique biology and ecology of A. limnaeus likely results in frequent and repeated exposures to oxidative stress during development. The antioxidant capacity of A. limnaeus was explored during development by measuring antioxidant capacity due to small molecules and several enzymatic antioxidant systems. Diapause II embryos can survive for several days in 1% hydrogen peroxide without indications of negative effects. Surprisingly, both small and large molecule antioxidant systems have the highest capacity during early development, which may be due to maternal provisioning. Antioxidant capacity is largely invested in small molecules during early development and in enzymatic systems during late development. The switch in antioxidant mechanisms and decline in small molecule antioxidants during development correlates with the loss of extreme anoxia tolerance.

Organisms dependent on molecular oxygen for metabolic processes will inevitably produce highly reactive intermediates such as superoxide anion (O2), hydrogen peroxide (H2O2) and hydroxyl radical (OH). These molecules are common forms of reactive oxygen species (ROS), and while excessive quantities of ROS can be cytotoxic, ROS also have important functional roles such as intercellular signaling (Thannickal and Fanburg, 2000; Valko et al., 2007). During normal cellular respiration, vertebrates must maintain a constant flow of bioavailable oxygen and a balance of ROS production, retention and removal. Because of the high aerobic metabolic demands of some organ tissues such as the heart and brain, most vertebrates are particularly vulnerable to fluctuations in oxygen availability and ROS concentration (Lutz and Nilsson, 2004; Lutz et al., 1996). If the flow of oxygen is interrupted to critical tissues, vertebrates generally suffer an increase in cytotoxic ROS production and cell death following reintroduction of oxygen to the tissues. This phenomenon has been well characterized in mammals, which have been shown to experience significant increases in ROS and neuronal death following 5 min or longer of ischemia and subsequent reperfusion (Cao et al., 1988; Kirino, 1982). However, there are several aquatic vertebrates that are unusually tolerant to extended periods of anoxia (Podrabsky et al., 2012). One of these anoxia-tolerant organisms, the Venezuelan annual killifish Austrofundulus limnaeus Schultz 1949 (Cyprinodontiformes: Rivulidae), produces embryos with an overall anoxia tolerance that is approximately two orders of magnitude greater than that of any other examined vertebrate species (Podrabsky et al., 2007). In this investigation, we explored the antioxidant capacity of this remarkable vertebrate model of anoxia tolerance.

Like other annual killifishes, A. limnaeus inhabits ephemeral ponds that experience seasonal or daily periods of desiccation, hypoxia, anoxia and hyperoxia (Hrbek et al., 2005; Podrabsky et al., 1998). In order to survive these highly variable and seasonally uninhabitable conditions, A. limnaeus embryos enter into a state of suspended animation and profound metabolic depression known as diapause (Podrabsky and Hand, 1999; Wourms, 1972c). Annual killifishes may enter into diapause anywhere between one and three times during embryonic development (Podrabsky et al., 2017; Wourms, 1972a,b,c). Diapause I, which occurs prior to axis formation, appears to be facultative or rare in A. limnaeus under laboratory conditions. Diapause II (DII) occurs approximately midway through embryonic development, and at this stage embryos have the foundations of a central nervous system, a functional tubular heart, and 38–40 pairs of somites. Finally, embryos may also arrest at diapause III (DIII), which occurs at the end of embryonic development just prior to hatching. Previous work has shown that a combination of increased molecular chaperone expression, reduced oxidative phosphorylation, accumulation of GABA, depressed protein synthesis and inhibition of apoptosis probably all contribute to the anoxia-tolerant phenotype (Chennault and Podrabsky, 2010; Duerr and Podrabsky, 2010; Meller and Podrabsky, 2013; Podrabsky and Hand, 2000; Podrabsky et al., 2007, 2012; Podrabsky and Somero, 2007). Yet, the likely essential mechanisms of ROS regulation in the A. limnaeus system have yet to be elucidated.

It is now well known that cellular ROS regulation is essential to vertebrate survival and development (Rudneva, 2013). Generally, vertebrates manage ROS levels using primarily two mechanisms: small molecule antioxidants and antioxidant enzymes (Matata and Elahi, 2007). The major small molecule that contributes to antioxidant capacity is thought to be the reduced form of the intracellular tripeptide glutathione (GSH) and its oxidized form, glutathione disulfide (GSSG) (Masella et al., 2005). GSH is synthesized in many vertebrate cells and depletion of GSH results in death (Meister, 1994). In the macromolecule size range, vertebrates utilize an elaborate and well-studied array of enzyme systems to maintain ROS homeostasis. These enzymes include: superoxide dismutases (SODs), which catalyze the conversion of O2 to H2O2; catalase, which catalyzes the conversion of H2O2 to water and molecular oxygen; and glutathione peroxidases (GPxs), which catalyze the conversion of H2O2 to water using GSH as a cofactor (Matata and Elahi, 2007). Both small molecule and enzymatic antioxidant systems have been shown to be active and dynamic during normal teleost development and appear to be widely conserved among vertebrates (Drouin et al., 2011; Gerhard et al., 2000; Margis et al., 2008; Martínez-Álvarez et al., 2005; Rudneva, 2013; Zelko et al., 2002).

Currently, the extent to which anoxia-tolerant vertebrates deviate in antioxidant capacity from that of anoxia-sensitive and other anoxia-tolerant species is unclear. Studies in anoxia-tolerant freshwater turtles suggest that a combination of high GSH/GSSG ratios, maintenance of ascorbic acid tissue concentration during ischemia, and expression of antioxidant enzymes may all contribute to their anoxia tolerance as adults (Rice and Cammack, 1991; Storey, 1996, 2007; Willmore and Storey, 1997). Whether or not this strategy can be generalized to other anoxia-tolerant vertebrates has yet to be determined. In this work, we demonstrate the ability of embryos of A. limnaeus to tolerate highly oxidizing conditions by treatment with H2O2 and show its effect on the termination of diapause. We characterized the dynamics of SOD, catalase and GPx expression and activity during normal A. limnaeus embryonic development, and estimated small molecule and enzymatic contributions to total antioxidant capacity across development, as well as in adult tissues. Finally, we determined the effects of anoxia/reperfusion on SOD activity, and we discuss our findings in a comparative context.

Chemicals

All chemicals were purchased from Sigma-Aldrich (St Louis, MO, USA), unless otherwise noted.

Husbandry of adult A. limnaeus and the collection of embryos

Adult A. limnaeus were reared in the Aquatic Vertebrate Facility at Portland State University (PSU) as previously described (Podrabsky, 1999) and according to protocols approved by the PSU Institutional Animal Care and Use Committee (PSU protocol #33). Spawning pairs were housed in 9.5 l glass aquaria with 21 tanks connected to a shared sump and recirculating filtration system. Systems were filled with charcoal-filtered and UV-sterilized City of Portland water supplemented with 0.115% Coralife sea salt (Central Aquatics, Franklin, WI, USA). Water changes (10% of the total system volume) were performed twice daily. Temperature was regulated at 27±1°C and photoperiod was maintained at 14 h light:10 h dark. Adult fish were fed Hikari frozen bloodworms (Chironomid larvae, Kyorin Co., Ltd, Tokyo, Japan) twice daily and chopped red wiggler earthworms twice weekly, on the day before spawning.

Embryos were collected twice a week (Podrabsky, 1999). Embryos were maintained in 100×15 mm plastic culture dishes containing 50–100 embryos per dish depending upon age. Embryo medium (10 mmol l−1 NaCl, 0.1424 mmol l−1 KCl, 2.15 mmol l−1 MgCl2, 0.0013 mmol l−1 MgSO4, 0.92 mmol l−1 CaCl2, in reagent grade water) was changed daily. To reduce fungal infections, 0.0001% Methylene Blue was added for the first 4 days post-fertilization (dpf) and at 4 dpf, embryos were treated with two washes of 0.03% sodium hypochlorite (5 min each with a 5 min rest between), as described previously (Podrabsky, 1999). Subsequently, embryos were rinsed for 10 min in 0.005% sodium thiosulfate to ensure neutralization of the hypochlorite. Embryos were then transferred into embryo medium containing 10 mg l−1 gentamicin sulfate (Amresco, Solon, OH, USA). Embryos were incubated at 25°C in incubators (Sheldon Laboratories, Cornelius, OR, USA) under dark conditions to prevent the breaking or bypassing of DII (Podrabsky et al., 2010; Podrabsky and Hand, 1999; Romney et al., 2018).

Developmental staging and sampling of embryos

Embryos were staged by age (dpf) for early development through to DII. Embryos that enter DII at 22–24 dpf are characterized by two conditions: a heart rate of below 10 beats min−1 and the presence of 38–42 somite pairs along the central axis (Podrabsky et al., 2017; Podrabsky and Hand, 1999). DII was broken by exposure to continuous light at 30°C for 48 h (Meller et al., 2012). Post-diapause II (PDII) embryos were staged and sorted daily according to Wourms' stage (WS) definitions updated by Podrabsky et al. (2017). Age of PDII embryos is provided in days post-diapause II (dpd). As illustrated by Podrabsky and Hand (1999), embryonic metabolism peaks at 18–20 dpd and spontaneous hatching is typically seen during this time period. Embryos that fail to hatch after 24 dpd are considered to be entering DIII (Podrabsky and Hand, 1999). Typically, embryos from a single spawning date were used to represent a single replicate. However, at times, multiple spawning events were pooled together to have sufficient embryos at a specific stage. In all experiments, three or more spawning events or pooled samples are represented (n=3–4).

Tolerance of H2O2

Tolerance of exposure to exogenous H2O2 was assessed by incubating whole embryos in solutions of H2O2 diluted in embryo medium. Embryos were treated at five developmental stages across embryonic development: WS 24/25 (8 dpf), WS 32/DII (32–50 dpf), WS 36 (4 dpd), WS 40 (12 dpd) and WS 43/DIII (24 dpd). For each stage, three replicates of 20 embryos were placed in plastic culture dishes containing solutions of H2O2 ranging from 0% to 5%. Media was changed daily. Survival was monitored at 4, 12, 19, 24, 48 and 72 h post-exposure. Dead embryos were identified by their notably opaque white coloration and/or rupturing, and were removed at each time point. For WS 43 embryos, those that hatched were also removed, although all hatched embryos died quickly in even the lowest concentrations of H2O2.

Exposure of embryos to anoxia

Embryos were exposed to anoxia in a Bactron III anaerobic chamber (Sheldon Manufacturing, Cornelius, OR, USA) that uses a mix of 5% hydrogen, 5% carbon dioxide and 90% nitrogen gas. The chamber maintains a slight positive pressure of this gas mixture and contains a palladium catalyst that converts oxygen to water in the presence of hydrogen gas. Embryos were collected and incubated as described above. Aerobic medium was poured out of the culture dishes and the embryos were placed into the chamber through a pass box that preserves the anoxic environment inside the chamber. Once inside the chamber, the embryos were immediately placed into anoxic medium. Embryos were exposed to anoxia for 48 h and then returned to aerobic conditions to recover for 24 h.

Oxygen radical absorbance capacity (ORAC) assay

Preparation of sample homogenates

Groups of 30 embryos were blotted dry and weighed immediately prior to homogenization. Various tissues from adult females were also sampled for comparative purposes (n=3). Samples were homogenized in tapered ground-glass tissue grinders on ice in a 1:9 ratio (mass/volume, m/v) of embryos/tissue to ice-cold 75 mmol l−1 sodium phosphate buffer (pH 7.4 at 25°C). The crude homogenate was collected into a 1.5 ml microcentrifuge tube and briefly sonicated at an amplitude of 20% for 10 s (Branson Digital Sonifier, S-450D). Half the homogenate was then mixed 1:1 with 20% meta-phosphoric acid (prepared fresh daily) and incubated on ice for 5 min to precipitate proteins and other macromolecules. Acid extracts, which contain the small molecule antioxidants, were subjected to centrifugation at 16,000 g for 20 min at 4°C to pellet insoluble materials. The acid-soluble supernatant was then carefully transferred into a 1.5 ml microcentrifuge tube on ice. All samples were tested at a final dilution of 400×. For the acid-soluble fraction, the final concentration of meta-phosphoric acid in the assay was 0.25%.

ORAC assay

ORAC activity in both whole-embryo extracts and the protein-free fraction of embryo extracts was determined as described previously (Ninfali and Aluigi, 1998). The assay measures the protection of the decay of fluorescein as a result of oxidative damage by peroxyl radicals generated by the addition of AAPH [2,2′-Azobis(2-amidinopropane) dihydrochloride] (Zulueta et al., 2009). Trolox, a water-soluble analog of vitamin E, was used as a standard antioxidant to generate a standard curve and thus the ORAC activity of a sample is expressed in trolox equivalents. Solutions of fluorescein (48 nmol l−1) and AAPH (240 mmol l−1) were prepared fresh daily. A 200 mmol l−1 stock of trolox was prepared in 75 mmol l−1 phosphate buffer (pH 7.4 at 25°C) and frozen in aliquots at −20°C. A trolox standard curve was prepared by serial dilution of a 100 μmol l−1 solution in phosphate buffer to yield concentrations of 100, 50 25, 12.5, 6.25, 3.125 and 0 µmol l−1.

Embryo homogenate ORAC activity was tested in a total volume of 200 µl with a final concentration of 36 nmol l−1 fluorescein and 30 mmol l−1 AAPH in 75 mmol l−1 sodium phosphate buffer (pH 7.4). The sample/standards (25 µl) and fluorescein (150 µl) were added to wells of a flat-bottom black polystyrol 96-well plate and incubated at 37°C for 20 min, followed by the addition of 25 µl of 240 mmol l−1 AAPH to start the assay. Fluorescein fluorescence was measured at 37°C with a plate reader in top read mode (Tecan Infinite M200 Pro, Männedorf, Switzerland). Excitation and emission wavelengths were set to 485/535 nm with band widths of 9/20 nm, respectively. Readings were obtained every 150 s for 30 min with 10 s of shaking (linear, 1 mm amplitude) prior to each measurement. Fluorescence gain was manually set to 100 based on preliminary experiments. Samples were excited with 30 flashes of light and emission of light was integrated over 150 µs following excitation. The optimal z-position for each plate/assay was automatically calculated from a standard well at the beginning of each assay. ORAC activity was determined by plotting the decrease in fluorescence over time and determining the area under the curve (AUC) for each standard and sample (GraphPad Prism, version 5, La Jolla, CA, USA). A standard curve of AUC versus trolox concentration was used to interpolate the ORAC activity in each sample in µmol l−1 trolox equivalents. These values were then used to calculate ORAC activity in mmol kg−1 for embryos and adult tissues.

Total glutathione content

Total glutathione was quantified using an Assay Designs/Stressgen kit according to the manufacturer's instructions (Enzo Life Sciences, Inc., Farmingdale, NY, USA). Groups of 30 embryos from 3–4 spawning events were blotted dry, weighed and immediately homogenized in 19 volumes (m/v) of 5% meta-phosphoric acid. Acid homogenates were subjected to centrifugation at 16,000 g for 10 min at 4°C to pellet insoluble materials. Acid supernatants (50 µl) were added to 150 µl of freshly prepared reaction mix and absorbance at 405 nm (A405) was measured for 10 min at room temperature using a plate reader. All samples and standards were assayed in triplicate. A standard curve for total glutathione was generated by calculating the slope of the increase in A405 over time and plotting the slope as a function of total glutathione concentration in the well. Total glutathione in the samples was then determined by interpolation of slopes. Oxidized glutathione was determined as above except that the samples and standards were first treated with 4-vinylpyridine. Reduced glutathione was calculated by subtracting the oxidized levels of glutathione from the total.

Catalase activity

Catalase activity was measured indirectly using a modified Amplex Red assay (Keilin and Hartree, 1934; Mueller et al., 1997; Zhou et al., 1997). Groups of 30 embryos were weighed and homogenized at a dilution of 20× (1:19 m/v) with ice-cold 75 mmol l−1 sodium phosphate buffer (pH 7.4 at 25°C) in tapered ground-glass tissue grinders on ice. Crude homogenates were collected in 1.5 ml microcentrifuge tubes, vortexed and sonicated for 10 s as described above. Homogenates were then subjected to centrifugation at 10,000 g for 15 min at 4°C to pellet large pieces of insoluble debris. Supernatants was carefully transferred into 1.5 ml microcentrifuge tubes and placed on ice prior to determination of catalase activity. Aliquots of each homogenate were incubated in a final concentration of 0.75 mmol l−1 sodium azide for 5 min prior to initiation of the assay to inhibit catalase activity. Embryo homogenates (with and without sodium azide) were added to ice-cold working reagent (prepared fresh daily) consisting of 75 mmol l−1 sodium phosphate buffer (pH 7.4 at 25°C), 0.04 U ml−1 horseradish peroxidase and 10 mmol l−1 Amplex Red in flat-bottom black polystyrol 96-well plates. Total volume in each well was 100 µl. After a 10 min incubation at 25°C, 10 µl of 0.1 mmol l−1 H2O2 was added to each well to start the reaction. The reaction was incubated at 25°C for 10 min, before termination by the edition of sodium azide. Fluorescence was measured at excitation/emission wavelengths of 540/590 nm using a plate reader (Tecan) in top read mode every 90 s for 45 min, with 10 s of linear shaking (1 mm amplitude) prior to each reading, and temperature was maintained at 25°C. Gain was manually set to 61 (based on preliminary experiments) and 50 flashes were used for each reading with an integration time of 20 µs. The z-position was automatically calculated from well A1. The amount of residual H2O2 in each homogenate was compared with H2O2 standards ranging from 0 to 10 µmol l−1. Catalase-specific activity was determined by subtracting the azide-inhibited rate of H2O2 conversion from the total rate for each sample.

SOD activity

SOD activity was measured using a modified spectrophotometric method utilizing WST-1 {4-[3-(4-iodophenyl)-2-(4-nitrophenyl)-2H-5-tetrazolio]-1,3-benzene disulfonate, Dojindo Lab} (Peskin and Winterbourn, 2000; Ishiyama et al., 1993; Ukeda et al., 1999). Groups of 30 embryos were homogenized (1:19 m/v) in ice-cold 50 mmol l−1 sodium phosphate buffer (pH 8 at 25°C). Crude homogenates were transferred to 1.5 ml microcentrifuge tubes, vortexed, sonicated and subjected to centrifugation as described above for the catalase assay. Cleared supernatants (20 µl) were added to 200 µl assay cocktail consisting of 50 mmol l−1 sodium phosphate (pH 8 at 25°C) containing 0.1 mmol l−1 pentetic acid, 0.4 mmol l−1 xanthine and 1 mmol l−1 WST-1 in wells of a flat-bottom transparent polystyrol 96-well plate. The assay was initiated by addition of xanthine oxidase to a final concentration of 4 mU ml−1. A standard curve (0–10 µg ml−1) of purified SOD was prepared and run in parallel to the samples. Absorbance at 438 nm (25 flashes per measurement) was monitored for 20 min at 25°C using a plate reader. Prior to each measurement, the plate was mixed by linear shaking for 10 s with a 1 mm amplitude.

GPx activity

GPx activity was measured spectrophotometrically by coupling the oxidation of glutathione and NADPH using glutathione reductase, thus recycling GSSG to its reduced state (Paglia and Valentine, 1967, as modified by Gallo and Martino, 2009). Embryos (n=10 per sample) were collected and homogenized (1:9 w/v) as described above for catalase activity in ice-cold 50 mmol l−1 sodium phosphate buffer (pH 8.0 at 25°C). Cleared supernatants were used for all assays. Sample homogenates or standards (10 µl) were added to 180 µl assay buffer consisting of 50 mmol l−1 sodium phosphate buffer (pH 8.0), 5 mmol l−1 EDTA, 1.5 mmol l−1 sodium azide, 5.0 mmol l−1 GSH and 4.5 U ml−1 glutathione reductase. Background degradation of NADPH was recorded by measuring absorbance at 430 nm (25 flashes per reading) every 60 s for 5 min, preceded by 10 s of linear shaking (amplitude 1 mm). The reaction was initiated by the addition of 10 µl of 2.4 mmol l−1 cumene hydrogen peroxide (0.12 mmol l−1 final concentration) to each well followed by an additional 5 min of data collection as described above.

Quantification of total embryonic DNA

For normalizing enzymatic activity, total DNA in embryo homogenates was quantified using the Quant-iT Broad-Range DNA Assay Kit (Life Technologies, Eugene, OR, USA) according to the manufacturer's instructions. Fluorescence was measured using a Tecan plate reader with excitation/emission wavelengths and bandwidths set at 485/535 nm and 9/20 nm, respectively. The gain was set manually at 95, with 30 flashes per measurement and a 20 µs integration time. The z-position was calculated automatically from well A1. All readings were collected at 25°C. DNA concentration in embryo homogenates was determined by interpolation against a DNA standard curve provided in the kit.

Monitoring of PDII development in H2O2-exposed DII embryos

Three replicates of DII embryos (n=10 per replicate) were exposed to 5% H2O2 in embryo media for 0, 1 or 3 h at room temperature in plastic culture dishes subjected to gentle rotation. Following treatment, embryos were rinsed several times in fresh embryo media and incubated at 25°C in darkness. Embryos were examined at 11 days post-H2O2 exposure to determine whether they had morphological characteristics of PDII development, such as red blood cells, melanocytes and eye pigmentation (Podrabsky et al., 2017).

RNAseq data and identification of antioxidant enzyme orthologs

Antioxidant enzyme orthologs were identified from the A. limnaeus genome annotation version 100 in the NCBI GenBank database (Wagner et al., 2018). RNAseq data were obtained from datasets deposited in GenBank (Bioproject PRJNA272154). Data for early embryos developing at 20°C are from Romney et al. (2018). Data for DII and 4 dpd embryos at 25°C are from Wagner et al. (2018). Data for embryos at 12 and 20 dpd at 25°C have not been previously published.

Statistics

Survival curves were generated using GraphPad Prism 7.0 software. Lethal time to 50% mortality was calculated using Probit regression analysis (SPSS, IBM Analytics, Armonk, NY, USA) on the data and is expressed as a proportion. To compare group means, one-way ANOVA followed by Tukey's multiple comparison test (MCT) was applied to the enzyme assays and total and percentage reduced glutathione concentration using Prism 7.0. To compare group means in the PDII development of H2O2-exposed DII embryos, one-way ANOVA statistics were applied to the arcsine transformation of the square root of the proportions, followed by Tukey's MCT (Zar, 1996). Correlation analysis comparing SOD and catalase activity was performed in Prism 7.0 using default settings. For correlations, a P-value of less than 0.05 indicates that the slope is significantly non-zero. Prior to correlation analysis, the Prism 7.0 ROUT method was performed on the data to find statistical outliers with Q=5%. If there are outliers in a dataset, the ROUT Q-value is equal to the maximum false discovery rate.

Tolerance of H2O2

Tolerance of H2O2 increased during early development and peaked during DII (Figs 1 and 2). During DII, only the 3% and 5% treatments caused any mortality during the 72 h exposures. Tolerance was then lost during PDII development, with DIII embryos exhibiting the lowest tolerance of any stage. When the survival data were used to estimate a lethal time to 50% mortality (LT50), tolerance of H2O2 peaked during DII, with mean (±s.e.m.) LT50 values of 15.9±0.85 and 33.5±1.3 h for 5% and 3% H2O2, respectively (Fig. 2). This tolerance of H2O2 was retained in embryos at 4 dpd and then declined to 4.5±0.8 and 5.9±1.2 h (5% and 3%, respectively) when embryos completed embryonic development and entered DIII at WS 43.

Fig. 1.

Survival of Austrofundulus limnaeus embryos exposed to continuous incubation in hydrogen peroxide. Embryos were exposed to solutions of H2O2 ranging from 0% to 5% (as indicated) in groups of 25, starting at the developmental stage listed. WS, Wourms’ stage; DII, diapause II; DIII, diapause III. Data are means±s.e.m. (n=3).

Fig. 1.

Survival of Austrofundulus limnaeus embryos exposed to continuous incubation in hydrogen peroxide. Embryos were exposed to solutions of H2O2 ranging from 0% to 5% (as indicated) in groups of 25, starting at the developmental stage listed. WS, Wourms’ stage; DII, diapause II; DIII, diapause III. Data are means±s.e.m. (n=3).

Fig. 2.

Lethal time to 50% mortality (LT50) for A. limnaeus embryos continuously exposed to 1%, 3% and 5% hydrogen peroxide. Incubations began at the indicated stage. Bars are means±s.e.m. (n=3). Within each treatment level, bars with different letters are significantly different [ANOVA, P<0.001; Tukey's multiple comparison test (MCT), P<0.05]. Asterisks above bars for the 1% treatment indicate no significant mortality during the 72 h trial. See images and labels in Fig. 1 for information on each developmental stage.

Fig. 2.

Lethal time to 50% mortality (LT50) for A. limnaeus embryos continuously exposed to 1%, 3% and 5% hydrogen peroxide. Incubations began at the indicated stage. Bars are means±s.e.m. (n=3). Within each treatment level, bars with different letters are significantly different [ANOVA, P<0.001; Tukey's multiple comparison test (MCT), P<0.05]. Asterisks above bars for the 1% treatment indicate no significant mortality during the 72 h trial. See images and labels in Fig. 1 for information on each developmental stage.

H2O2 treatment does not cause embryos to exit DII

Following sublethal treatment with 5% H2O2 for 1 or 3 h, embryos did not exit DII at a higher rate than unexposed controls (Fig. S1, one-way ANOVA, P=0.166).

Whole-embryo ORAC

Whole-embryo ORAC remained relatively constant through development, ranging from 30 to 45 mmol kg−1 embryo (Fig. 3A, one-way ANOVA, P=0.1). In early development through to DII, the acid supernatant (small molecule) fraction remained relatively constant and represented 74.6±1.8% of the capacity across all early developmental stages (Fig. 3B). During PDII development, a dramatic shift occurred in the proportion of the whole-embryo ORAC invested in the small molecules (Fig. 3B, one-way ANOVA, P<0.0001). The majority of the ORAC shifted from 61±0.3% invested in the small molecule fraction during the first 12 days of PDII development to being dominated by the macromolecule fraction (93.4±6.2%) in WS 43 embryos at 22 dpd (Fig. 3B). When compared with tissues from adults, whole-embryo ORAC was most similar to that observed in ovary tissue in both magnitude and proportion of the capacity that is due to small molecules. Additionally, the ovary tissue also had the highest acid supernatant ORAC activity when compared with other adult tissues (one-way ANOVA with Tukey's MCT, P<0.05, Fig. 3C).

Fig. 3.

Oxygen radical absorbance capacity (ORAC) activity during development and in adult tissues of A. limnaeus. (A) Whole-embryo total ORAC activity remained relatively constant across all developmental stages (one-way ANOVA, P=0.1), but the amount of ORAC activity in the acid supernatant (small molecules) declined significantly during post-diapause II (PDII) development (one-way ANOVA, P<0.0001). dpd, days post-diapause II. (B) There was a significant shift in the percentage of the whole-embryo total ORAC activity that is due to small molecules (acid supernatant) versus macromolecules (acid precipitate) during PDII development (one-way ANOVA, P<0.0001). Symbols are means±s.e.m. (n=3). Solid lines denote early development through to DII, while dashed lines indicate PDII development. Symbols with different letters are statistically different (one-way ANOVA with Tukey's MCT, P<0.05). (C) Total and small molecule ORAC activity for adult female tissues of A. limnaeus. Note that only ovary tissue has a large contribution of small molecules to the total ORAC activity. Bars are means±s.e.m. (n=4). Bars with different letters are statistically different (one-way ANOVA with Tukey's MCT, P<0.05). Statistical comparisons were made separately among the whole-tissue and small molecule fractions between tissues, but whole-tissue and supernatant values were not compared within a tissue. For the adult whole-tissue data, there was a significant trend in ORAC activity between tissues (ANOVA, P=0.04), but post hoc tests were unable to statistically distinguish individual means.

Fig. 3.

Oxygen radical absorbance capacity (ORAC) activity during development and in adult tissues of A. limnaeus. (A) Whole-embryo total ORAC activity remained relatively constant across all developmental stages (one-way ANOVA, P=0.1), but the amount of ORAC activity in the acid supernatant (small molecules) declined significantly during post-diapause II (PDII) development (one-way ANOVA, P<0.0001). dpd, days post-diapause II. (B) There was a significant shift in the percentage of the whole-embryo total ORAC activity that is due to small molecules (acid supernatant) versus macromolecules (acid precipitate) during PDII development (one-way ANOVA, P<0.0001). Symbols are means±s.e.m. (n=3). Solid lines denote early development through to DII, while dashed lines indicate PDII development. Symbols with different letters are statistically different (one-way ANOVA with Tukey's MCT, P<0.05). (C) Total and small molecule ORAC activity for adult female tissues of A. limnaeus. Note that only ovary tissue has a large contribution of small molecules to the total ORAC activity. Bars are means±s.e.m. (n=4). Bars with different letters are statistically different (one-way ANOVA with Tukey's MCT, P<0.05). Statistical comparisons were made separately among the whole-tissue and small molecule fractions between tissues, but whole-tissue and supernatant values were not compared within a tissue. For the adult whole-tissue data, there was a significant trend in ORAC activity between tissues (ANOVA, P=0.04), but post hoc tests were unable to statistically distinguish individual means.

Total glutathione levels, but not percentage of reduced glutathione, change across embryonic development

Total glutathione levels remained low and relatively constant (35–23 µmol kg−1) during early development through to DII (Fig. 4A). After embryos broke DII, total glutathione levels increased significantly until reaching 180 µmol kg−1 at 12 dpd and remained constant until 25 dpd (one-way ANOVA with Tukey's MCT, P<0.001). Total glutathione includes both oxidized and reduced forms, and the glutathione pool remained near 100% reduced for all of development, with a slightly lower but not statistically significant reduction at 8 dpf (Fig. 4B, one-way ANOVA, P=0.084).

Fig. 4.

Total and reduced glutathionelevels during development in A. limnaeus embryos. (A) Total glutathione levels increase significantly after embryos break DII. Symbols with different letters are statistically different (Tukey's MCT, P<0.001). Solid lines connect data from early development through to DII, while dashed lines connect data from PDII embryos. (B) The percentage of the total glutathione pool that was reduced did not change significantly during development (one-way ANOVA, P=0.08). Symbols are means±s.e.m. (n=4).

Fig. 4.

Total and reduced glutathionelevels during development in A. limnaeus embryos. (A) Total glutathione levels increase significantly after embryos break DII. Symbols with different letters are statistically different (Tukey's MCT, P<0.001). Solid lines connect data from early development through to DII, while dashed lines connect data from PDII embryos. (B) The percentage of the total glutathione pool that was reduced did not change significantly during development (one-way ANOVA, P=0.08). Symbols are means±s.e.m. (n=4).

Antioxidant enzyme activity is dynamic across normal A. limnaeus development

When expressed per unit DNA, activity of the three antioxidant enzymes was generally higher during early development through to DII, and reached the lowest levels during PDII (Fig. 5). Catalase activity in early embryos through to DII remained high, followed by a significant decrease during PDII development when compared with DII embryos (one-way ANOVA with Tukey's MCT, P<0.05). In contrast, SOD and GPx activity expressed per unit DNA steadily declined throughout development and reached the lowest levels at the end of embryonic development (one-way ANOVA with Tukey's MCT, P<0.05). The overall patterns of SOD, catalase and GPx activity per unit of DNA matched transcript expression patterns for the enzymes, with generally higher levels of transcripts early in development and lower levels in PDII stages (Fig. 6A). Transcripts for several peroxiredoxin paralogs were observed to be expressed during embryonic development, with expression of peroxiredoxin 5 being maintained substantially throughout PDII development (Fig. 6B). In addition, several enzymes involved in maintaining GSH synthesis and oxidative state, protein components of the glutaredoxin and thioredoxin systems, as well as other antioxidant-related proteins were identified to be expressed during development, but at comparatively low levels (Fig. 6C–E).

Fig. 5.

Total activity of catalase, superoxide dismutase (SOD) and glutathione peroxidase (GPx) in A. limnaeus embryos across development. When the data were normalized to total DNA content (a proxy for cell number during development), enzymatic capacity was greatest in early development for all three enzymes. Within each graph, symbols with different letters are statistically different (one-way ANOVA, Tukey's MCT, P<0.05). Symbols are means±s.e.m. (n=4 for SOD and GPx; n=3 for catalase).

Fig. 5.

Total activity of catalase, superoxide dismutase (SOD) and glutathione peroxidase (GPx) in A. limnaeus embryos across development. When the data were normalized to total DNA content (a proxy for cell number during development), enzymatic capacity was greatest in early development for all three enzymes. Within each graph, symbols with different letters are statistically different (one-way ANOVA, Tukey's MCT, P<0.05). Symbols are means±s.e.m. (n=4 for SOD and GPx; n=3 for catalase).

Fig. 6.

Transcript levels for common antioxidant enzyme systems in A. limnaeus as determined by RNA sequencing. Enzyme systems are organized into groups: (A) SOD, catalase and GPx isoforms; (B) peroxiredoxins; (C) glutathione metabolism; (D) glutaredoxin and thioredoxin systems; and (E) miscellaneous. Data for pre-DII development (WS 20–31) were obtained from embryos incubated at 20°C and were collected at the developmental stages shown at the bottom of the heat map. Time to reach these stages at 25°C is indicated at the top of the heat map and was determined based on Podrabsky et al. (2017). Embryos in DII and PDII stages were incubated at 25°C. Expression levels are reported as mean fragments per kilobase per million reads mapped (FPKM). n=3 for pre-DII stages (Romney et al., 2018); n=4–6 for DII and PDII stages (Wagner et al., 2018).

Fig. 6.

Transcript levels for common antioxidant enzyme systems in A. limnaeus as determined by RNA sequencing. Enzyme systems are organized into groups: (A) SOD, catalase and GPx isoforms; (B) peroxiredoxins; (C) glutathione metabolism; (D) glutaredoxin and thioredoxin systems; and (E) miscellaneous. Data for pre-DII development (WS 20–31) were obtained from embryos incubated at 20°C and were collected at the developmental stages shown at the bottom of the heat map. Time to reach these stages at 25°C is indicated at the top of the heat map and was determined based on Podrabsky et al. (2017). Embryos in DII and PDII stages were incubated at 25°C. Expression levels are reported as mean fragments per kilobase per million reads mapped (FPKM). n=3 for pre-DII stages (Romney et al., 2018); n=4–6 for DII and PDII stages (Wagner et al., 2018).

SOD and catalase activity correlate strongly across development

We observed significant correlation of SOD and catalase activity when enzyme activity was expressed per gram of embryo (Fig. 7A, r=−0.7, P=0.0075) or per microgram of DNA (Fig. 7B, r=0.86, P=0.003). These two correlations were inverted, with activity expressed per gram of embryo (Fig. S2) exhibiting a strong negative correlation and activity expressed per microgram of DNA exhibiting a strong positive correlation. One statistical outlier was identified using the Prism ROUT method for the 0 dpf embryos when activity was expressed per unit DNA and this data point was omitted from the correlation analysis (Fig. 7B, open circle).

Fig. 7.

Total catalase and SOD activity across A. limnaeus development. Activity was expressed (A) per gram of embryo or (B) per microgram of DNA. Each data point represents mean activity (n=4 for SOD, n=3 for catalase) for a single embryonic stage. Activity levels and embryonic stages are based on the same dataset as in Fig. 5. The open circle in B (0 dpf embryos) is a statistical outlier and was not included in the linear regression (Prism 7.0 ROUT, Q=5%).

Fig. 7.

Total catalase and SOD activity across A. limnaeus development. Activity was expressed (A) per gram of embryo or (B) per microgram of DNA. Each data point represents mean activity (n=4 for SOD, n=3 for catalase) for a single embryonic stage. Activity levels and embryonic stages are based on the same dataset as in Fig. 5. The open circle in B (0 dpf embryos) is a statistical outlier and was not included in the linear regression (Prism 7.0 ROUT, Q=5%).

SOD activity is not responsive to anoxia or recovery from anoxia

When embryos at 4 or 16 dpd were exposed to anoxia, SOD activity was stable for 48 h and did not increase significantly after 24 h of aerobic recovery (Fig. S3, one-way ANOVA, P=0.8 for 4 dpd embryos, and P=0.3 for 16 dpd embryos).

Of all the developmental stages, DII embryos (WS 32) are known to be the most tolerant to anoxia, ultraviolet-C radiation exposure, salinity and desiccation, and it is during this stage that annual killifishes are thought to survive the dry season (Machado and Podrabsky, 2007; Podrabsky et al., 2016, 2001, 2007; Wagner and Podrabsky, 2015; Wourms, 1972c). This extreme stress tolerance of DII embryos has also been shown to extend until 4 dpd (WS 36), and in line with these previous observations, A. limnaeus DII and 4 dpd have the highest tolerance to H2O2. We were unable to observe significant death in DII or 4 dpd embryos at 1% H2O2 exposure after 72 h, and it is possible that these embryos would be able to tolerate this concentration for extended lengths of time, similar to anoxia (Podrabsky et al., 2007). In aquaculture, H2O2 treatment has been used to sterilize fish eggs, with non-toxic doses appearing to be largely species dependent. Exposure in the range 0.01% to 0.025% and exposure times of the order of minutes are most commonly used (Chambel et al., 2014; De Swaef et al., 2016; Matthews et al., 2012). Although LD50 values are generally absent for other fish embryo species exposed to H2O2, embryos of the channel catfish Ictalurus punctatus had reduced hatching success after a single 15 min exposure to 0.05% H2O2, while early embryos of the cutthroat trout Oncorhynchus clarkia had increased mortality after only a 2 min exposure to 1.5% H2O2 (Small and Wolters, 2003; Wagner et al., 2012). Even at developmental stages that are overall less stress tolerant, A. limnaeus embryos were able to tolerate 1% H2O2 for nearly a day before reaching LT50. Thus, the data presented provide evidence for substantial tolerance of H2O2 in embryos of A. limnaeus during normal development, and extreme tolerance during DII. We did not follow H2O2-exposed embryos during post-hatching development, and it would be interesting to observe any long-term effects of embryonic H2O2 exposure on the physiology or fecundity of later life history stages.

Surprisingly, H2O2 exposure had no effect on the termination of diapause. Our finding contrasts with previous work in encysted embryos of the brine shrimp Artemia, which showed that Artemia diapause can be efficiently terminated using H2O2 exposure (Robbins et al., 2010). It is possible that in Artemia, the ROS generated by H2O2 exposure or the H2O2 molecule itself activates signaling cascades, which promote resumption of development. Although A. limnaeus and Artemia share very similar life histories and responses to environmental stress, our results agree with previous work that suggests unique signaling mechanisms in the two lineages which cue for entrance and exit from diapause (Podrabsky and Hand, 2015). Austrofunduluslimnaeus embryos have been previously shown to bypass diapause following increased temperature and light exposure, and this mechanism is mediated by the vitamin D signaling pathway (Podrabsky, 1999; Podrabsky et al., 2010; Romney et al., 2018). The role of vitamin D signaling in initiating exit from diapause in A. limnaeus diapause remains unclear. We hypothesize that vertebrate anoxia tolerance may require embryos to have rapid ROS quenching, and therefore H2O2 is rapidly converted to oxygen and water before it can act as a signal for diapause exit. We cannot exclude the possibility that external H2O2 may be prevented from reaching deep embryonic tissues in the first place, but our results suggest there is a ROS-independent mechanism for diapause exit (e.g. vitamin D signaling) that may distinguish A. limnaeus from Artemia.

The reason for the extreme tolerance to H2O2 observed in A. limnaeus embryos is unclear, although it may be related to the excessive tolerance often observed in organisms with the ability to enter into metabolic dormancy (Jönsson, 2003). Surprisingly, antioxidant enzyme capacity per unit DNA and mRNA transcript levels are highest in early embryos and steadily decline during development and entrance into DII. This pattern is indicative of maternal provisioning and suggests that the highest level of per-cell antioxidant enzyme protection occurs early in development. There is a clear break in the expression pattern between pre-diapause II and post-diapause II development, suggesting maternal proteins and transcripts may dominate antioxidant capacity in early development through to DII, while embryonic expression becomes much more important during late development. Notably, the loss of total antioxidant enzyme capacity in late embryos along with the decline in small molecule antioxidant capacity correlates with their loss of long-term anoxia tolerance. Also coinciding with the resumption of development, we observed a significant increase in embryonic total reduced GSH. While PDII embryos have the highest levels of total reduced GSH, previous work has suggested that GPx may not be a primary ROS defense mechanism in anoxia-sensitive tissues, which may explain in part why later embryonic stages have the highest levels of GSH but anoxia tolerance is low relative to that of earlier stages (Marchena et al., 1974). With enzymatic activity per unit DNA (a proxy for per cell) stable or decreasing during early development, and overall antioxidant capacity remaining relatively stable, it appears that other factors must be at work to explain the peak H2O2 tolerance observed in DII embryos. One possible explanation is a reduced permeability of the embryo's enveloping cell layer to small molecules, which would slow the entry of H2O2 into the embryo. Like water, H2O2 is a polar molecule and cannot quickly travel across biological membranes without the assistance of integral membrane channels such as aquaporins (Bienert et al., 2006). Decreased expression of these integral membrane proteins on the surface of the enveloping cell layer could help slow the H2O2 from reaching sensitive embryonic tissues. This theory is further supported by a remarkable decrease in the permeability to water and ions during early development in embryos of A. limnaeus (Machado and Podrabsky, 2007). It is critical to note that the major permeability barrier in these embryos is not the egg envelope, but rather appears to be the enveloping cell layer (ECL), the outer most syncytial cell layer of the embryo (Machado and Podrabsky, 2007). Interestingly, the ECL acts as an extraembryonic membrane in annual killifishes and is shed at hatching. Thus, this cell layer may be specialized to withstand severe oxidative stress, and perhaps the high levels of mRNA transcripts for the membrane-associated form of GPx and the extracellular form of SOD (see discussion below) are working in concert with the low permeability of the ECL to protect the deeper embryonic tissues from oxidative damage. However, direct evidence of a role of reduced transmembrane transport of H2O2 and the cellular location of antioxidant enzymes remains to be determined.

Extreme tolerance to H2O2 exposure may yield insight into strategies that permit long-term anoxia tolerance and, perhaps more importantly, resumption of normal development following reoxygenation in A. limnaeus. Following ischemia–reperfusion, oxygen-sensitive mammalian cells are thought to experience mitochondrial biogenesis driven by an increase in ROS (Lee and Wei, 2005; Li et al., 2012; Yin et al., 2008). However, it has been previously reported that A. limnaeus embryos do not experience significant mitochondrial biogenesis following conditions similar to ischemia–reperfusion, and this was hypothesized to be due to rapid ROS quenching (Wagner et al., 2016). Supporting this hypothesis is our observation that embryos with the highest overall anoxia tolerance also appear to obtain most of their antioxidant capacity from small molecules. Using small molecules to rapidly quench ROS following anoxia–reoxygenation would in principle prevent macromolecule oxidative damage and may be a similar strategy to that of other anoxia-tolerant vertebrates, such as the freshwater turtle (Lutz and Milton, 2004; Milton et al., 2007; Willmore and Storey, 1997). Small molecule antioxidants include molecules such as ascorbic acid (vitamin C), which have been implicated in freshwater turtle brain anoxia tolerance, and may be one of the primary antioxidants (Rice et al., 1995). Importantly, some small molecule antioxidants (e.g. ascorbic acid) must be obtained by diet in fishes, and thus levels of these compounds may be limited to maternal packaging. This would explain why we observed a substantial decrease in small molecule antioxidant capacity over embryonic development. Notably, we observed the highest ORAC activity from small molecules in ovary tissue compared with other adult tissues tested, supporting a potential route for maternal packaging of these components. Anoxia tolerance is therefore achieved through a combination of low metabolic demand, differential gene expression and the presence of small molecule antioxidants (Podrabsky and Hand, 1999; Wagner et al., 2018). This strategy may also contribute to their excessive tolerance to abiotic oxidant exposure, such as the H2O2 used in this study; however, the identity of the small molecules that protect early embryos of A. limnaeus from oxidative damage is currently unknown.

The A. limnaeus whole-embryo ORAC assays revealed a clear switch from small molecule antioxidant capacity to macromolecule antioxidant capacity towards the end of embryonic development. When enzymatic activity is expressed per gram of embryo (an estimate of activity per whole embryo), the majority of enzymatic antioxidant activity towards the end of development appears to be due to catalase and GPx activity, but not SOD. A similar trend was found in turbot Scophthalmus maximus, where embryos had higher catalase and total GPx activity after hatching, but SOD decreased, when normalized to total protein (Peters and Livingstone, 1996). While expression of enzyme activity per gram of embryo or per gram of protein may be appropriate for individual tissues, fish embryos are generally closed systems with respect to metabolism because they obtain their nutrients from maternally provisioned yolk. In A. limnaeus, whole-embryo protein content decreases by 22% during early development as embryos enter into DII, while cell number and DNA content clearly increase (Podrabsky and Hand, 1999). Normalization of enzymatic activity to total protein content of embryos that includes yolk may provide a misleading estimation of activity that is relevant to developing embryonic tissues. Therefore, in addition to normalization of enzymatic activity to total embryonic wet mass, we also showed enzymatic activity normalized to total embryonic DNA, which increases as embryonic cells divide (Podrabsky and Hand, 1999). Paradoxically, we observed a negative correlation between catalase and SOD activity when measured as a function of embryo mass. The expected positive relationship between the activity of these two enzymes that must work in concert to detoxify superoxide anions, the most common form of ROS in mitochondria, suggests that interpretations of these data normalized to DNA content are most likely to reflect the in vivo capacity of these enzymes at the cellular level (Jenkins et al., 1984). This conclusion is also supported by patterns of mRNA expression across development that are similar to enzyme activity data expressed per unit DNA. However, how tightly the activity of catalase and SOD are coupled at the embryonic cell level, remains to be determined.

Cells contain a variety of antioxidant enzyme systems to protect against oxidative damage in various organ systems, or within specific subcellular compartments. It is possible that the subset of antioxidant enzyme systems expressed during development of A. limnaeus may contribute to their unique capability to survive oxidative damage and long-term anoxia. For example, there are many isoforms of GPx and SOD encoded in vertebrate genomes, and A. limnaeus is no exception. All three forms of SOD are expressed during early development, with the cytoplasmic (soluble) form expressed at the highest level in terms of transcript abundance. In fact, the cytoplasmic form is almost always expressed at a higher level than the mitochondrial form for the duration of development. This is a curious pattern, given that superoxide anions are typically produced in the mitochondrion, but may be consistent with the low rates of oxidative metabolism and restricted mitochondrial activity in A. limnaeus embryos. Also of interest is the sustained expression of the extracellular form of SOD throughout development, which may help to protect the embryo from external ROS production, especially if it is exported into the perivitelline space. We make this suggestion based on the fact that its highest expression level is observed early in development, long before the circulatory or lymphatic systems are formed and functioning. Interestingly, we observed no change of SOD activity in 4 dpd and 12 dpd embryos exposed to anoxia–reoxygenation. This lack of change agrees with previous transcriptome work suggesting that anoxia-tolerant 4 dpd embryos do not differentially express SOD variants following anoxia exposure, and suggests that antioxidant capacity prior to anoxia may be more critical that induction of enzyme systems in response to anoxia (Podrabsky et al., 2007; Wagner et al., 2018). Of the many forms of GPx encoded in the A. limnaeus genome, GPx4 is by far the most abundantly expressed transcript in these embryos. Interestingly, GPx4 is known to associate with membranes and is able to detoxify a variety of peroxides, including hydroperoxides of complex lipids and cholesterol derivatives within membranes (Brigelius-Flohé and Maiorino, 2013). This activity may help to protect membranes from oxidative damage during transitions into and out of hypoxia/anoxia or as a result of environmental sources. Lastly, peroxiredoxin 5 is highly expressed in early embryos. This peroxidase has been shown to protect against excitotoxic brain lesions in newborn mice (Plaisant et al., 2003), and to prevent apoptosis and extend lifespan in Drosophila through the reduction of oxidative stress (Radyuk et al., 2009). Thus, the role of this particular protein in the antioxidant arsenal of A. limnaeus deserves additional study.

Conclusions

Embryos of A. limnaeus have an impressive tolerance of oxidative stress and can survive for days in 1% H2O2. Measures of total antioxidant capacity suggest that embryos with a high tolerance of anoxia also have a high proportion of their antioxidant capacity invested in small molecules, and the loss of these small molecules is correlated with a substantial decrease in the tolerance of anoxia. At the per-cell level, enzymatic antioxidant systems in A. limnaeus are highest in early development and decrease substantially during PDII development when extreme anoxia tolerance is lost. Thus, at the cellular level, early embryos have the highest antioxidant capacity consistent with their higher tolerance of anoxia. Early embryos, especially those in DII, have extremely low permeability to water and thus it is also likely that specialized embryonic membranes contribute to extreme tolerance of H2O2. Embryos of A. limnaeus present a unique model for studies of antioxidant activity because of the interplay between maternal packaging and ontogenetic changes in embryonic structure and gene expression of antioxidant systems. Future alteration of maternal diet and gene expression may allow for experimental manipulations in this system that could help to define the role of antioxidant capacity in supporting long-term tolerance of anoxia.

The authors would like to thank Drs Amie Romney and Claire Riggs for their work in the preparation of the RNAseq data included in this manuscript.

Author contributions

Conceptualization: J.T.W., M.J.K., J.E.P.; Methodology: M.J.K., J.E.P.; Formal analysis: J.T.W., M.J.K., J.E.P.; Investigation: J.T.W., M.J.K., J.E.P.; Writing - original draft: J.T.W.; Writing - review & editing: J.T.W., M.J.K., J.E.P.; Supervision: J.E.P.; Project administration: J.E.P.; Funding acquisition: J.E.P.

Funding

This work was supported by the National Science Foundation [IOS-1354549 to J.E.P.].

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Competing interests

The authors declare no competing or financial interests.

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