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Conceived and designed the experiments: ALM HAW. Performed the experiments: ALM HAW. Analyzed the data: ALM HAW. Contributed reagents/materials/analysis tools: ALM HAW. Wrote the paper: ALM HAW.
Many aquatic animals enclose embryos in gelatinous masses, and these embryos rely on diffusion to supply oxygen. Mass structure plays an important role in limiting or facilitating O2 supply, but external factors such as temperature and photosynthesis can play important roles as well. Other external factors are less well understood.
We first explored the effects of water flow on O2 levels inside nudibranch embryo masses and compared the effects of flow on masses from temperate and polar regions. Water flow (still vs. vigorously bubbled) had a strong effect on central O2 levels in all masses; in still water, masses were considerably more hypoxic than in bubbled water. This effect was stronger in temperate than in polar masses, likely due to the increased metabolic demand and O2 consumption of temperate masses. Second, we made what are to our knowledge the first measurements of O2 in invertebrate masses in the field. Consistent with laboratory experiments, O2 in Antarctic masses was high in masses in situ, suggesting that boundary-layer effects do not substantially limit O2 supply to polar embryos in the field.
All else being equal, boundary layers are more likely to depress O2 in masses in temperate or tropical regions; thus, selection on parents to choose high-flow sites for mass deposition is likely greater in warm water. Because of the large number of variables affecting diffusive O2 supply to embryos in their natural environment, field observations are necessary to test hypotheses generated from laboratory experiments and mathematical modeling.
Many marine and aquatic animals enclose embryos in gelatinous masses, and embryos in gel depend largely or entirely on diffusion to supply O2 for metabolism. Egg masses, because they are simple compared to whole organisms, provide powerful systems for examining how constraints on oxygen diffusion shape the evolution of morphology, ecology, and behavior. Studies of oxygen diffusion have demonstrated that the often thin and elaborate shapes of egg masses, along with expenditures of energy on gel that spaces embryos and lowers the overall metabolic demand of masses, help embryos to avoid severe oxygen deprivation –. Certainly other selective factors have also shaped egg mass morphology, including desiccation, UV, and predation –, and selection for reducing the energy and time spent finding deposition sites . However, because O2 is fundamentally important to the metabolism that supports development, diffusive O2 supply is likely an overriding factor constraining the range of possible mass morphologies.
For marine embryo masses, external oxygen environments vary over many scales  and the result of this variation is likely to be intensification, or in some cases relaxation, of oxygen-related constraints on morphology. Small-scale (mm–cm) variation is driven by the respiration and photosynthesis of other nearby plants and microorganisms , , –, and in these environments embryos are exposed to fluctuating O2 that varies temporally on scales of minutes to days , –. Meso-scale variation (m–km) is driven by the mixing of pools of differentially-oxygenated water . On a global scale, water O2 content is predictably high in some parts of the oceans (e.g., the nearshore and deep Southern Ocean) and low in others (e.g., the tropics, deep sea). In hypoxic environments, embryos are exposed to substantially lower O2 levels during development , . Models and experiments have tended to focus on mass structure, e.g. shape, size, and density of embryos, and have rarely considered the effects of external factors such as ambient O2 concentration on O2 flux to embryos.
Rate of O2 supply to embryos in masses depends not only on ambient O2 levels, but also on how fast O2 is replenished at the surface of the mass. When boundary layers are large, as in stagnant water, embryos in egg masses deplete O2 not only in the egg mass itself but also in its boundary layer, thus increasing the distance over which O2 must diffuse , , . In rapidly moving water, by contrast, the oxygen-depleted layer around the egg mass is constantly refreshed and diffusion distances are shorter. Boundary layers are ubiquitous and likely affect internal O2 in invertebrate masses , , ; in large, non-gelatinous fish embryo masses, development is only supported in regions of high (10–15 cm/s) flow where internal O2 is maintained above 70% .
All else being equal, however, flow should impact O2 in masses more when metabolic demand of the masses is high, meaning embryos deplete O2 more rapidly–for example, in regions with warmer water . Likewise, flow should have a greater impact on O2 supply in masses in ambient hypoxia. One broad prediction, then, is that compared to masses from cold, highly-oxygenated regions like the polar oceans, temperate and tropical masses, which tend to inhabit warmer and less oxygenated parts of the ocean, likely experience both greater overall hypoxia and stronger selection for behavioral, physiological, or morphological adaptations to reduce the effects of boundary layers. The converse should also be true; in cold, well-oxygenated high-latitude oceans, embryos in masses should experience higher O2 overall; likewise, the effect of water flow on O2 supply may be reduced compared to lower latitudes.
Our goals were (1) to determine how external water flow affects internal O2 concentrations in egg masses in the laboratory, (2) to compare the effects of flow among species from temperate regions and from the Southern Ocean surrounding Antarctica; and (3) to measure internal O2 concentrations of marine egg masses in situ, and to compare laboratory and field data to assess the utility of models for predicting natural field O2 conditions for embryos. Studies of amphibian egg masses have shown that processes affecting O2 supply and demand are complex and that simple models generally do not capture O2 profiles in nature . Oxygen profiles in marine egg masses are logistically difficult to measure and, to our knowledge, have never been performed for invertebrates.
We studied gastropods in the order Nudibranchia, which are a diverse (>3,000 named species) group of molluscs that are shell-less and largely predatory as adults and have a worldwide distribution . Nudibranchs lay benthic, gelatinous egg masses containing hundreds to hundreds of thousands of embryos . In some taxa, offspring hatch as free-living, swimming veliger larvae; others lack a planktonic larval stage and hatch as metamorphosed juveniles , . The dynamics of O2 in nudibranch embryo masses have been well studied in the laboratory in the context of morphological traits like mass size and shape, and density of embryos [e.g. , –], and the interactive effects between these characters and temperature –.
Egg masses and adult nudibranchs were collected at two sites: Friday Harbor, Washington, in the cold-temperate eastern Pacific (=NE Pacific), where collections were made from floating docks, intertidal habitats, and on SCUBA; and McMurdo Sound, Antarctica (= Antarctica) where collections were made on SCUBA. Animals and masses were brought back to the laboratory and kept in mesh-walled cages in running sea water at ambient or near-ambient temperatures (12°C and −1°C, respectively). Adults were kept in species-specific groups to allow identification of egg masses, and adult cages were checked daily for new egg masses. Egg masses were obtained mostly from adults kept in the laboratory, but in some cases (particularly for Antarctic taxa, which took considerably longer to lay egg masses in the laboratory) masses were collected in the field by SCUBA divers. When possible, field-collected egg masses were identified morphologically; in some cases, particularly among the poorly-known Antarctic taxa, we relied on mtCOI sequencing to place egg masses on a phylogeny (Shields C, Marko PB, Woods HA, and Moran AL, in prep.). Diameters of egg masses were measured with calipers; for egg masses that were sheet-like rather than cylindrical, we measured ‘diameter’ as the thickness of the sheet.
Radial profiles of oxygen in egg masses were measured using Clark-style microelectrodes (50 µm tips; Unisense, Denmark) connected to a picoammeter (PA2000, Unisense). Analog outputs from the picoammeter were sent to an A/D converter (UI2, Sable Systems, Las Vegas, NV) and recorded onto a computer using Expedata software (v. 1.0.17, Sable Systems). Electrodes were calibrated frequently (several times per day, usually before every radial profile) using N2-bubbled seawater as the zero and air-bubbled seawater as the span, always at the same water temperature in which measurements would subsequently be made. Stable water temperatures (12°C and −1°C) were obtained using a water-jacketed set of cells, one for calibration (20 ml volume) and the other (70 ml) for measurements of egg masses. Both cells were supplied with compressed gases, which were directed through sintered glass (providing a stream of small-diameter bubbles) and needle valves for flow control. Water or a water-alcohol solution was recirculated through the water jacket from a constant-temperature bath. During measurements, water temperatures in the measurement cell were logged continuously using a calibrated type-T thermocouple connected to a meter (TC-1000, Sable Systems); in general, temperature deviated <0.5°C from the water bath's set point.
To determine how strongly water flow affected internal O2 concentrations in egg masses, we measured central O2 levels with and without external stirring. Rapid stirring of seawater (giving small boundary layers around egg masses) was achieved by bubbling air vigorously into the cell. Water flow rates were not measured directly, but drops of dye introduced into stirred water were completely dispersed (into the 70-ml volume) within 5 s. Unstirred seawater was obtained by turning off the air stream. The water was of course not completely still, as small temperature gradients led to some convective flow; however, flow rates were very low (and hence boundary layers around the egg mass very large); drops of dye put into still water took many minutes to disperse.
In a typical experiment, an egg mass was first submerged in the measurement cell and pinned loosely to a platform of Nitex mesh [see 11, 20]. The experimental cell was then bubbled with air, to give well-stirred, air-saturated seawater around the mass. Meanwhile, the electrode was calibrated (in the calibration cell) and then moved to the experimental cell. There was no shift in the electrode calibration when the electrode was exposed to air for a few seconds during transfer. We then measured the oxygen content of the seawater around the egg mass, after which we advanced the electrode tip with the use of a micromanipulator (viewed through a stereomicroscope) into the center of the pinned egg mass. The electrode was left in the center for up to several hours, until central oxygen levels appeared to reach a stable level. Equilibration times were short (<30 min) in temperate egg masses and longer (several hours) in Antarctic masses, reflecting the relative rates of metabolism and oxygen transport. Subsequently, the stream of air was turned off, giving still water in the measurement cell. Central O2 levels were again monitored until a new, lower equilibrium level of oxygen was reached.
O2 concentrations were measured in egg masses in the field by SCUBA divers using an underwater picoammeter connected to a Clark-style microelectrode (50 µm tip, UWMeter, Unisense, Inc; Denmark). Measurements were made on both natural egg masses in situ, and on artificial egg masses that were outplanted in the field 24 h previously (methods for constructing and out-planting artificial egg masses are described below). All measurements from artificial masses were made in Friday Harbor, Washington, at a depth of 5 m; readings of natural egg masses were made near McMurdo Station, Antarctica, at depths of between 15 and 30 m. Prior to dives, the meter and probe were calibrated at the surface with air- and nitrogen-bubbled water at the working temperature (12°C, NE Pacific; −1.8°C, Antarctica). The meter and probe were connected by a ~2 m cord, which allowed one diver to hold the meter and record data while another manipulated the probe. Once an egg mass was located, three baseline O2 measurements were taken in the water column approximately 1 m above the mass. The probe was next positioned just above and almost touching the mass, and three readings were taken. Finally, the tip of the probe was pushed by hand slowly through the egg mass until it was at the center, at which point the measured O2 level was recorded. The probe was then removed from the mass and the final step was repeated twice, for a total of three replicate internal measurements for each mass. The mean of the three water column and the three surface readings were used for analyses. For internal readings, instead of the mean we used the lowest reading because it was most likely to have been taken at the center of the mass (positioning the probe in the mass was substantially more difficult in the field than in the laboratory).
Field measurements were made primarily on egg masses from the Antarctic species Tritonia challengeriana Bergh 1884 and Tritoniella belli Elliot 1907. Measurements were also made on the masses of two other Antarctic species which we could not identify by morphology: “beige” masses and “barrel” masses (both of which were >20% divergent from any other Antarctic sequence at COI (Shields C, Marko PB, Woods HA, and Moran AL in prep.).
After O2 readings were obtained, masses were collected by divers and transported on ice back to McMurdo Station and maintained in running seawater at −1°C. The diameter of each egg mass was measured with calipers. For each field-measured egg mass, we measured internal O2 concentrations in the lab under still and bubbled conditions as described above. Subsequently, embryos from each mass were photographed under a calibrated compound microscope and their developmental stages determined. Embryos were categorized into eight stages; (1) early cleavage (2–16 cell), (2) morula, (3) blastula - gastrula, (4) trochophore, (5) early veliger (very thick velar lobes, distinct foot, no shell), (6) mid veliger (shell, larger and thinner velar lobes, fully formed foot, cap shell), (7) late veliger (statocysts, eyespots, fully formed velum, full shell) and (8) hatching (velum reduced in size or absent, foot fully formed and used for crawling; when live animals were observed under the microscope, most were crawling on the foot or were withdrawn entirely into shells). For some analyses, embryos were classified only as pre- or post-veliger. Samples of each egg mass were preserved in 95% ethanol for later molecular analysis to confirm identity (Shields C, Marko PB, Woods HA, and Moran AL in prep.). Species, collection localities, and numbers of masses used in experiments are given in Table 1.
To compare field and lab measurements in a controlled system, artificial agarose masses containing early embryos of Dendraster excentricus were created from low-melting point agarose gel after the methods of Strathmann and coworkers , , , as modified by the authors  with some further modifications described here, and deployed in the field.
Adult D. excentricus were collected in Puget Sound, Washington and maintained in running seawater. Adults were spawned and gametes fertilized following published procedures . Newly fertilized embryos were allowed to proceed through the second cleavage stage to establish that cultures were developing normally. To make artificial egg masses, a 2% solution of agarose and seawater was cooled with stirring to 30°C. 10 ml of a known concentration of embryos at the 2–4-cell stage of development was added to 20·ml of 2% agarose solution to make a solution at a final concentration of 1.5% agarose and 6 embryos µl−1. Control masses were made by mixing 20 ml of 2% agarose with 10 ml of plain seawater filtered to 0.2 µm. Agarose solutions were immediately poured into cylindrical moulds (individual wells of a polypropylene microcentrifuge tube rack, 11 mm diameter x 30 mm depth (Fisher Scientific, Catalog #05–541), immersed in 12°C water (ambient) in a sea table, and allowed to set for 10 minutes.
For deployment in the field, 6 experimental and 6 control egg masses were attached to a 2-m piece of PVC pipe with holes drilled at 10-cm intervals. Masses were attached to the rack by 10–15 cm lengths of monofilament line that were tied to the rack at one end and tied to small plastic disks embedded in each mass at the other (discs and line had been placed in each mold prior to adding melted agarose). To avoid potential positional effects, experimental and control masses were attached in alternating order along the pipe.
The PVC rack was then placed in a container of sea water and transported to the field site. Divers on SCUBA placed the array between two pilings under the docks at the Friday Harbor Laboratories at 5 m depth and approximately 1 m off the bottom (to avoid silt and benthic predators). After 24 h, in situ measurements of O2 concentrations in the masses were taken as described for field masses in the Antarctic with two modifications: we took two (instead of three) measurements at the surface of each mass, and four separate measurements of central O2 concentrations. After field measurement, the masses were returned to the laboratory and internal O2 was measured for each mass under fully oxygenated and still-water conditions as described for natural masses. Embryos were at the unhatched blastula stage after the field outplants, and field and laboratory measurements on artificial masses were performed at ~12°C.
Because individual egg masses were measured multiple times, we used linear mixed effects (LME) models  to analyze the data. In general, individual masses were nested under species, with mass identity as a random effect (R statistical package, v 2.8.1). Fixed effects included Flow (bubbled vs. still), Location (Antarctic vs. NE Pacific), Stage (preveliger vs. veliger-to-hatching), and Diameter. We first used all data to test for effects of Location and Flow (without including Stage or Diameter as factors). Then, because data on either Stage or Diameter were missing for some masses, we performed analyses testing each factor separately, which maximized our ability to detect single-factor effects if present.
To analyze field measurements of natural egg masses, we used the two species for which we had the largest data set, Tritoniella belli (25 masses) and Tritonia challengeriana (12 masses). We performed a multiple regression using field internal O2 as the dependent variable and Diameter and Stage as independent variables. All linear regressions were performed in Systat 11.0 (Systat, Inc., Chicago, IL). To analyze field measurements of artificial masses, we used Student's t-tests comparing external and central O2 concentrations of experimental and control masses. For statistical comparisons, we used the average of two measurements taken just above the surface of each mass and the lowest of the four internal measurements taken on each mass. To determine whether field O2 measurements were more similar to bubbled (high-flow, O2 saturated conditions) or still water, we used separate paired t-tests to compare the reduction in internal O2 in individual masses in the field to the same masses equilibrated in (1) still water, and (2) bubbled water in the laboratory.
Masses from both locations (NE Pacific, Antarctica) had significantly higher central O2 in bubbled than in still water (Table 2). Location had a marginally nonsignificant main effect on central O2 (higher in the Antarctic than in the NE Pacific), but the interaction between Location and Flow was highly significant (Table 2), reflecting that temperate egg masses showed much larger declines in central oxygen in still water than in bubbled (Fig. 1). Developmental Stage had a strong main effect, with Stage 2 masses (veliger or beyond) having significantly lower O2 than Stage 1 masses (preveliger) (Table 3); the interaction between Stage and Location was significant, though it accounted for less of the total variance. Diameter did not have a significant main effect on central O2 (Table 4), nor a significant interaction with any other factor. Again, however, there was a significant effect of Flow and a significant Location x Flow interaction.
On average, central O2 concentration in the field was 84.3%±3.8 (se) for Tritoniella (n=27) and 75.8±8.8 (se) for Tritonia (n=12). For Tritoniella, the species for which we had the most data (central O2 measurements and stage data on 25 field masses and diameter data for 21), central O2 was significantly affected by Stage, which explained 46% of the variance (linear regression; adjusted multiple R2=0.457; P=<0.001, N=24 after one mass was discarded as an outlier) (Fig. 2). Central O2 was also significantly affected by Diameter, though it had less explanatory power than Stage (linear regression; adjusted multiple R2=0.196, p=0.043, n=21). Together, Stage and Diameter explained 64% of the variance in central O2 (multiple regression; adjusted multiple R2=0.639, p<0.0001, n=21) for this species. For Tritonia, central O2 was also significantly affected by stage (linear regression: adj. multiple R2=0.39, p=0.02, n=12) (Fig. 2). Diameters were available for only three Tritonia masses so the effect of Diameter was not tested in this species.
When field data from Tritonia and Tritoniella masses were compared with laboratory measurements of the same masses held at −1°C in still water, O2 levels were significantly higher for both species in the field (Tritonia: paired t-test on arcsine-transformed % saturation data, t=3.33, df=11, P=0.007; Tritoniella: t=5.8, df=23, P<0.001). Field O2 measurements were not statistically distinguishable from central O2 under bubbled laboratory conditions for either species (Fig. 3) (Tritonia: t=−0.17, DF=11, P=0.87; Tritoniella, t=1.6, DF=23, P=0.113).
Of 10 artificial egg masses we outplanted, 9 were undamaged after 24 hours (5 control masses and 4 experimental masses). Central O2 was significantly lower in the field in masses containing embryos than in control masses (unpaired t-test, t=28.0, DF=7, p<0.0001) (Fig. 4). In control masses, there was no detectable drawdown of central O2 ( surface=99.3%±0.2 (se) of ambient; central=97.7%±1.1 (se) of ambient) (Fig. 4), paired t-test, t=1.5, DF=4, P=0.21). In contrast, in experimental masses containing embryos, central O2 was substantially lower than surface readings ( surface=99.7%±0.2 SE of ambient; central=55.1%±1.0 of ambient) and these differences were significant (paired t-test, t=44.9, DF=3, P<0.0001) (Fig. 4).
When field-deployed artificial masses were measured in the lab, control masses still showed no drawdown under either bubbled or still conditions ( central =98.0%±3.1 and 101.6%±1.1 of saturation, respectively) (Fig. 4). Central O2 in experimental masses showed drawdown under all treatments, and was higher under bubbled conditions in the lab than either under still laboratory conditions or in the field ( central =56.8%±2.0, 45.0%±3.1, and 55.1%±1.1 of saturation, respectively; one-tailed paired t-test, t=2.7, df=6, P=0.036; two-tailed paired t-test, t=28.0, df=3, P<0.001). Central O2 was significantly higher in field-deployed masses than under still water in the laboratory (two-tailed paired t-test, t=−14.3, p<0.001, DF=3) (Fig. 4).
Our data indicate that boundary layers strongly affect oxygen supply to embryos in gelatinous egg masses. In nearly all natural masses measured in the laboratory, central O2 was higher when surrounding water was vigorously bubbled (Fig. 1); in still water, average central O2 was 30% lower (than in flow) for NE Pacific masses and 10% lower in Antarctic masses. The magnitude of this effect, however, differed among masses, indicating that additional factors drive the relative importance of Flow. The first was Stage; masses containing developmentally advanced embryos experienced relatively greater drops in central O2 (Table 2), and in still water the centers of mature masses often had areas of complete anoxia. The effect of larger boundary layers is likely greater for older embryos because their metabolic demand for O2 is higher , . High metabolic demand rapidly depletes O2 in the still water surrounding masses, and diffusion becomes increasingly insufficient for delivering O2 to the egg-mass surface. Constraints on mass size, shape, and structure thus act most strongly during more advanced stages of development; younger masses will likely appear to be ‘overconstructed’ (thicker, larger, with embryos at a lower density) relative to the oxygen requirements of embryos.
The second interacting factor was Location. Overall, Antarctic masses experienced substantially less O2 drawdown than masses from the NE Pacific; average central O2 in the Antarctic even in still water was >60% of saturation. Moreover, the effect of Flow was substantially (and significantly) smaller in Antarctic than in NE Pacific masses (Fig. 1, Table 3). This pattern likely reflects the effects of temperature on both sides of the supply-demand relationship for oxygen. On the supply side, oxygen movement into egg masses depends on both the diffusion coefficient and solubility of oxygen. Our direct measurements of diffusion coefficients of oxygen through egg mass jelly suggest they are relatively insensitive to temperature . Oxygen solubility is also higher in the Antarctic. Together (in Krogh's constant), therefore, oxygen supply should be somewhat higher in Antarctic egg masses. On the demand side, however, metabolic consumption of oxygen is radically depressed by cold Antarctic temperatures , , –. Therefore, the small effects of Flow and Stage in Antarctic masses most likely reflect the lower metabolic activity of nudibranch embryos (and ectotherms in general) in extreme cold , , –.
Although models and prior experiments suggest that mass Diameter influences oxygen profiles , , –, , we found no significant effect of Diameter in laboratory studies (Table 4), either as a main effect or in interaction with other factors (Table 4). In contrast, when we compared field internal O2 concentrations within a single species (Tritoniella belli), Diameter did explain a significant, though small (~20%), proportion of the variance in central O2 concentration. The effects of mass Diameter were likely detectable in field masses because these were within-species comparisons with a comparatively large (n=21) dataset. In our laboratory experiments, low intraspecific size variability and variation in other factors (age, embryo density, physical state of the mass, variation in fouling among masses) probably obscured underlying relationships between size and central O2.
In nature, flow is complex and difficult to measure. Even if we could measure flow over temporal and spatial scales relevant to developing egg masses, modeling its effects on oxygen levels would be daunting. How, then, to determine what flow is like around small egg masses in nature? We examined this question by comparing central O2 in artificial egg masses in the field to measurements on the same masses under still and stirred conditions in the laboratory. Measurements made in stirred conditions more closely resembled field measurements (Figs. 3 and and4),4), suggesting that boundary layers did not limit O2 availability in the field in the Antarctic. We predict that the magnitude of the boundary-layer effect in nature will vary considerably depending on water temperature, mass size, embryo density, embryo age, and placement of the mass. Because local placement of masses is likely to profoundly affect O2 supply to embryos, adults, especially adults in temperate and tropical waters, may experience selection for depositing masses in high-flow conditions; the importance of site choice relative to flow has been demonstrated in fish that lay very large, non-gelatinous masses . Anecdotally, we note that at Friday Harbor many species lay masses on the tips of hydroids, which lifts them out of the benthic boundary layer and away from other respiring organisms on the benthos.
Our data from egg masses measured in situ suggest that Antarctic masses are rarely O2 –limited in nature. Central O2 levels of these masses were high overall, dropping below 50% saturation in only the oldest, largest masses (Fig. 2). Likewise, in individual masses, central O2 levels in field masses were more similar to O2 levels in well-stirred, laboratory conditions than to still-water conditions (Fig. 3). High oxygenation of Antarctic egg masses likely stems from a combination of low metabolic demand (driven by low metabolism of embryos and, potentially, reduced density of embryos ), comparatively high ratios of oxygen supply to demand , , and the well- mixed water around McMurdo Station.
The combination of high O2 availability and low demand among Antarctic marine ectotherms has been implicated in a number of unique adaptations, including polar gigantism –in which diverse polar ectotherms reach much larger sizes than their relatives in warmer waters , . This phenomenon has been attributed to a release from constraints on form and function driven by the high ratio of O2 supply to metabolic demand for these organisms , ; [ but see 39]. Our data from Antarctic masses suggest that it is not simply the direct effects of temperature-oxygen interactions that make the O2 environment unusually benign; cold-water organisms will also be less affected by low O2 supply from inadequate water flow and by developmental increases in metabolic rate. Thus, both deposition sites and egg mass morphologies of Antarctic species may be less constrained. In addition, because embryos in Antarctic masses rarely experience hypoxia, embryos may lose physiological mechanisms for tolerating it; this hypothesis has yet to be tested for most invertebrates.
Understanding how multiple factors interact to shape oxygen profiles in masses is a key to understanding ecological and evolutionary forces that drive interspecific and latitudinal differences in egg mass form. Comparisons of related taxa in the Antarctic and in warmer waters could provide a powerful means of testing the idea that the impact of boundary-layer limitations to diffusive O2 transport – and corresponding selection for physiological, physical, or behavioral traits to minimize these limitations – vary on large scales, across global clines in temperature and O2 availability.
Two conclusions about egg masses are increasingly clear. The first is relatively straightforward; oxygen levels in egg masses can vary profoundly in space and time, and this variation has large effects on the timing and success of embryonic development –, , –, , , , . The second conclusion involves more complexity; multiple physical and biological factors, including (but not limited to) mass size and shape, embryo size, spacing, and age, species-specific embryonic metabolic rates, local placement, local and regional flow regimes, local and regional ambient O2, temperature, and biotic environment all interact to determine the actual shapes of oxygen profiles at any particular place and time. The present study adds another layer of complexity by showing that the importance of one major factor, flow, depends on several of other these other factors. Collectively, these interactions complicate the task of developing predictive models capable of mapping egg mass form and function onto ecological and evolutionary processes of interest, and highlight the importance of field measurements for establishing the oxygen environments that embryos experience in nature.
We thank the support and staff of the Friday Harbor Labs (Univ. of Washington) and McMurdo Station, Antarctica for logistical support. We also thank P. Kitaeff, B. Miller, L. Mullen, R. Robbins, S. Rupp, E. Schreiber, and J. Sprague for assistance in collecting and measuring masses and adults, and P. Matthews and R. Strathmann for valuable comments on the manuscript.
Competing Interests: The authors have declared that no competing interests exist.
Funding: This work was supported by the National Science Foundation, Office of Polar Programs (ANT-0551969 to ALM and ANT-0440577 to HAW). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.