Abstract
Scleractinian corals form the foundation of coral reefs by acquiring autotrophic nutrition from photosynthetic endosymbionts (Symbiodiniaceae) and use feeding to obtain additional nutrition, especially when the symbiosis is compromised (i.e. bleaching). Juvenile corals are vulnerable to stress due to low energetic reserves and high demand for growth, which is compounded when additional stressors occur. Therefore, conditions that favour energy acquisition and storage may enhance survival under stressful conditions. To investigate the influence of feeding on thermal tolerance, we exposed Pocillopora acuta juveniles to temperature (ambient, 27.4°C versus cool, 25.9°C) and feeding treatments (fed versus unfed) for 30 days post-settlement and monitored growth and physiology, followed by tracking survival under thermal stress. Feeding increased growth and resulted in thicker tissues and elevated symbiont fluorescence. Under high-temperature stress (31–60 days post-settlement; ca 30.1°C), corals that were fed and previously exposed to cool temperature had 33% higher survival than other treatment groups. These corals demonstrated reduced symbiont fluorescence, which may have provided protective effects under thermal stress. These results highlight that the impacts of feeding on coral physiology and stress tolerance are dependent on temperature and as oceans continue to warm, early life stages may experience shifts in feeding strategies to survive.
Keywords: early life history, nutrition, bleaching, confocal microscopy, recruit, heterotrophy
1. Introduction
Nutritional flexibility (i.e. mixotrophy) is a strategy that allows organisms to acquire carbon and other essential nutrients through multiple nutritional modes in order to survive in variable and stressful conditions [1]. In coral reef ecosystems, calcifying scleractinian corals use species-specific strategies including flexibility in autotrophic (photosynthesis) and heterotrophic (feeding) nutritional modes to survive in nutrient-limited tropical oceans [2–4]. The nutritional symbiosis between corals and photosynthetic endosymbionts (Symbiodiniaceae [5]) has facilitated the ecological success of reef-building corals by supporting greater than 90% of coral host energetic demand through photosynthetically fixed carbon [6,7]. In exchange, the symbiont assimilates metabolic waste (e.g. inorganic carbon, nitrogenous waste) from the host, resulting in tight nutrient recycling within the holobiont [8,9]. However, symbiont-derived nutrition is deficient in essential nutrients (e.g. nitrogen and phosphorus) [10] and coral feeding—ranging from the uptake of dissolved nutrients to polyp feeding on plankton—allows corals to obtain additional essential nutrients that are needed to support growth and calcification (reviewed in [4]). Access to adequate prey supply (i.e. plankton) has a strong influence on the physiology and performance of reef-building corals. Notably, fed corals exhibit increased tissue growth [11,12], protein concentrations [12,13], lipid stores [14,15] and calcification rates [16–18]. Feeding also benefits Symbiodiniaceae endosymbionts by increasing symbiont population density [16], photosynthetic rate [13] and efficiency [11,19] as well as photopigment concentration [12,13], which can improve the quality and quantity of translocated carbon to the coral [20].
Under stressful conditions, feeding can provide an important source of nutrition and can increase stress tolerance in adult corals. Ocean warming causes more frequent and severe coral bleaching events that compromise the coral-algal nutritional symbiosis through the loss of symbiotic algae and/or algal pigments [21,22]. In the face of recurrent stressors, such as bleaching, that compromise the coral's primary autotrophic symbiotic nutrition source, environmental and nutritional conditions that facilitate the acquisition of energy and biomass storage may support stress tolerance and survival [3,23]. Coral respiratory demand and the need for additional energy acquisition increases under thermal stress, including increased metabolic rates [24,25] and the activation of cellular stress responses [26–28]. During severe thermal bleaching, corals therefore enter a state of starvation unless feeding [7,19] and/or utilization of biomass reserves [29,30] compensates for the loss in symbiotic nutrition [23]. Previous work has found that supplemental energy acquired through feeding supports survival [7,23] and offsets the costs and reduces negative downstream consequences from cellular stress [31]. Corals that feed have a greater capacity to resist bleaching [32], accelerate recovery [33], promote recolonization of symbiont communities [34], maintain symbiont photosynthetic efficiency during bleaching [35] and re-establish nutritional exchange during recovery [36]. Feeding also provides an important source of essential metals to symbiont populations, which helps corals to resist bleaching under high temperatures [37].
Coral tissue thickness is a key trait associated with thermal tolerance, providing enhanced energy reserves and protection for symbiont communities during bleaching [7,38,39]. Therefore, exposure to conditions that facilitate tissue biosynthesis and storage, including feeding, could enhance bleaching tolerance by increasing available energy reserves for use under subsequent stress [39–41]. In addition to nutritional inputs, favourable thermal regimes can also facilitate biomass storage—at cooler temperatures, respiratory demand declines and may provide an opportunity for excess energy acquired through symbiosis and feeding to be stored in tissue [39,42,43]. For example, during natural cool seasonal cycles (i.e. winter), biomass, chlorophyll concentrations and Symbiodiniaceae densities peak, then decline during warmer months when host respiratory metabolism increases in response to elevated temperature [42,43] and exposure to cool temperature has been shown to affect coral response to thermal stress [39,44,45]. However, our understanding of interactive effects between temperature and feeding on coral biomass and performance is limited.
Most feeding studies in corals have focused on adult colonies, leaving the influence of feeding poorly understood in the juvenile stage. Feeding behaviour begins in coral early life history after metamorphosis and formation of polyp and tentacle structures that enable particle capture [46]. During this period of nutritional transition, juveniles reduce reliance on parentally provisioned energy resources and increase utilization of symbiont nutrition and heterotrophic feeding [47–50]. The survival of early life stages of corals is critically important for reef replenishment [51,52]; however, high mortality of early life stages is further exacerbated by environmental stress (e.g. ocean warming), presenting roadblocks for reef persistence as marine heat waves become more frequent and severe [53–55]. During energetically vulnerable life stages (i.e. post-settlement juveniles), feeding may provide a strategy that supports growth and survival during recruitment under stress by providing supplemental energy and facilitating biomass storage. Although previous work has documented that feeding promotes growth and survival of post-settlement corals [56–58], there is a need to directly test the effects of feeding on thermal tolerance in early life stages and understand the role of temperature in shaping feeding effects.
Here, we hypothesize that feeding, combined with a period of preparation for stress through prior exposure to cool temperature, will facilitate biomass storage in juvenile corals and enhance survival when exposed to thermal stress. We exposed Pocillopora acuta juvenile colonies to two thermal regimes (ambient, 27.4°C; cool, 25.9°C) either in the presence or absence of freshly collected natural plankton for 30 days post-settlement. We applied the use of laser scanning confocal microscopy (LSCM) to characterize juvenile tissue thickness and Symbiodiniaceae fluorescence to track both host and symbiont responses to thermal and feeding treatments. We then tested the influence of these thermal and feeding treatments on juvenile temperature tolerance by tracking survival during a subsequent 30-day period of high-temperature stress (ca 30.1°C). We found that fed P. acuta juveniles exposed to cool temperature prior to a thermal stress had the highest survival under high temperature.
2. Material and methods
2.1. Larval collection
Coral juveniles used in this experiment were settled from larvae collected from adult Pocillopora acuta (Lamarck, 1816; electronic supplementary material, figure S1A). Adult colonies (N = 24, 15–20 cm diameter) were collected from the reef crest (lat. 21°26′03″ N, long. 157°47′12″ W; 1–3 m depth) at the Hawai‘i Institute of Marine Biology (HIMB, patch reef #1), O‘ahu, Hawai‘i, under the HIMB Special Activities Permit 2018–03 (Division of Aquatic Resources, Hawai‘i). Planula larvae were collected from adult colonies in the full moon period over four nights of planulation in June 2017, during the summer season (electronic supplementary material, figure S1B). Larvae were pooled prior to settlement with larvae released during the same night identified as a ‘cohort’. Larvae were then settled on acrylic plugs in treatment tanks (described below; electronic supplementary material, figure S1C). Plugs were conditioned for five months in outdoor tanks supplied with unfiltered raw seawater under ambient light prior to settlement to allow for the establishment of crustose coralline algae. Each day, pooled larvae were allocated into mesh-top settlement containers submerged in treatment tanks either in cool or ambient temperature treatments (electronic supplementary material, figure S2; n = 20 plugs per container, n = 2 containers per tank, n = 6 tanks per temperature treatment). After 24 h, plugs with settled juveniles were moved to racks in the bottom of tanks (electronic supplementary material, figure S1D).
2.2. Rearing treatment conditions
Coral juveniles were exposed to temperature and feeding treatments for 30 days post-settlement (hereafter referred to as ‘rearing period’). Rearing period temperature treatments began at larval settlement with feeding treatments starting one day following settlement. During settlement, we monitored the settlement rate on a subset of plugs in controlled trials to examine whether temperature treatments (described below) influenced settlement. Fifteen larvae were placed in an isolated settlement container with one settlement plug (n = 15 larvae per trial, n = 3 trials per tank). Settlement rate was calculated as a proportion of larvae settled after 24 h.
Once larvae had settled, juveniles were exposed to temperature (cool versus ambient) and feeding treatments (fed versus unfed) for 30 days followed by a subsequent 30-day simulated high-temperature stress (electronic supplementary material, figure S2). Experimental tanks (N = 12, 40 l) were supplied with flow-through filtered (1 µm) chilled seawater at 290–360 ml min−1 (replacement rate 1.9–2.3 h) equipped with a recirculating pump (Rio 1100+ at maximum rate) and aquarium lighting (LED xr30w Pro, EcoTech Marine, Allentown, PA, USA) programmed with diurnal ramping on a 12 L : 12 D h cycle, peaking at approximately 235 µmol photons m−2 s−1 (LI-192 quantum sensor, LI-COR Biosciences, Lincoln, NE, USA).
Rearing temperature treatments were controlled using a Neptune Apex Aquarium Controller system in combination with a titanium submersible heater (TH Series 300 W, Finnex, Chicago, IL, USA) calibrated to a digital thermometer (Digi-Sense Thermometer, Traceable Products, Webster, TX, USA). The ambient and cool temperature treatments were based on the average temperatures in June 2016 and March 2016 in Kā ne‘ohe Bay, Hawai‘i, respectively (Pacific Islands Ocean Observing System, Station 51 207; electronic supplementary material, table S1). Mean (±s.e.m.) temperature in the ambient treatment was 27.3 ± 0.2°C and 25.9 ± 0.3°C in the cool treatment (figure 1; electronic supplementary material, table S1). During the rearing period, the mean temperature in the cool and ambient treatments was within 0.4°C of temperatures in Kā ne‘ohe in March 2017 and June 2017, respectively (electronic supplementary material, table S1). The mean daily temperature range was higher in the experimental tank system (1.5–1.6°C in cool and ambient tanks compared to approximately 0.6°C in Kā ne‘ohe Bay; figure 1; electronic supplementary material, table S1). There was a rapid and short increase in temperature at rearing day 18, which was a 1 h failure of the temperature regulation system in which temperature in all tanks reached approximately 29.8°C (figure 1). There was no increase in juvenile mortality following this event.
Corals were provided with natural plankton assemblages three times per week during daylight (between 13 : 00 and 16 : 00 h) beginning 1 day after settlement (electronic supplementary material, figure S2). Size-fractioned plankton (63–243 µm fraction containing copepods, zoea and phytoplankton) were added to treatment tanks at a concentration of 2811 ± 77 plankters l−1 (mean ± s.e.m.). Plankton were collected with a plankton net towed at 1–3 m depth at the same patch reef where parent coral collection took place in Kā ne‘ohe Bay (HIMB, patch reef #1; lat. 21°25′55″ N, long. 157°47′36″ W) [59,60] and were filtered and fractioned to isolate the 63–243 µm size class and remove the raw seawater and prey items outside the desired size class. Plankton were then rinsed with 1 µm filtered seawater prior to addition in tanks to ensure that corals were supplied with plankton during feeding without the addition of other dissolved or particulate nutrients from raw seawater. During feeding, aquarium lighting and water flow were turned off for 1 h in all fed and unfed tanks while maintaining tank circulation. In this study, we did not measure feeding rate or plankton ingestion rates and therefore we investigated the effect of access to prey on juvenile responses. Turf algal growth on tanks and on plugs surrounding juvenile corals was cleaned weekly. Rearing treatment groups in this experiment were ambient-unfed, ambient-fed, cool-unfed and cool-fed (electronic supplementary material, figure S2; n = 3 tanks per treatment).
2.3. Rearing period responses
During the 30-day rearing treatment period, survivorship was measured weekly as a binary response of the presence or absence of living juveniles on each plug (n = 165–192 plugs per treatment). Fifteen randomly selected plugs (n = 2–25 juveniles per plug) from each tank were photographed at the beginning and end of the rearing period using a stereomicroscope (Amscope, Irvine, CA, USA) for analysis of growth. Using Fiji/ImageJ software (v. 2.0.0), growth was calculated as the per cent change in planar surface area per day (% planar extension day−1) of each colony (n = 117–154 per treatment) from the start to end of the 30-day rearing period. Because larvae in this experiment settled either as individuals or in fused aggregations, juveniles resulting from fused aggregations were removed from analysis of growth. Photographs of juveniles at the end of the rearing period are displayed in figure 2.
At the end of the rearing period, tissue thickness and Symbiodiniaceae fluorescence were measured on juvenile colonies from five randomly selected plugs per tank (n = 22–36 total juveniles per treatment). Tissue thickness and Symbiodiniaceae fluorescence were measured using LSCM with a Zeiss LSCM 710 confocal microscope and Zen Black (2011 v. 14.0.16.201) software with methods and settings as described previously for P. acuta [61]. Juveniles on plugs were fixed in 1 : 4 zinc-buffered formalin (Z-Fix Concentrate, Anatech, Ltd., Battle Creek, MI, USA) diluted with filtered seawater (1 µm) and refrigerated (4°C) to allow for processing at a later date. Briefly, autofluorescence of both the coral host and Symbiodiniaceae was used to characterize tissue thickness and Symbiodiniaceae fluorescence, respectively. First, the average depth of tissue fluorescence (μm) was measured on each colony as a proxy of tissue thickness [61] on three cross sections (n = 3 measurements per cross section) of three-dimensional rendered models. Second, the average intensity of fluorescence emitted by Symbiodiniaceae was measured on each colony (n = 3 measurements per colony), and these values were calibrated to relative intensity (RI; Red InSpeck Microscope Image Intensity Calibration Kit, Molecular Probes, Sigma-Aldrich, St. Louis, MO, USA). Previous work has shown that Symbiodiniaceae fluorescence measured by LSCM is positively related to both Symbiodiniaceae chlorophyll a content and population cell densities [61], and therefore, in this study, we use fluorescence as a proxy measure for these characteristics, which are related to the potential for energy acquisition and translocation by the symbiont population [62].
To further validate the use of LSCM methodology to measure tissue thickness and Symbiodiniaceae fluorescence in juvenile P. acuta corals, we conducted paired measurements of these responses with comparative methods—measurement of tissue thickness on tissue tunics (i.e. tissue of juveniles following skeletal decalcification) and Symbiodiniaceae cell density using a hemocytometer, respectively (electronic supplementary material, figure S3), using methods modified from [61]. We chose to validate this methodology using measurements of fed and unfed colonies as previous research has demonstrated the strong effect of feeding on coral physiology [4] that allowed us to ground-truth LSCM measurements. Using one-way analysis of variance tests (ANOVA), we confirmed that tissue thickness (p < 0.001) and Symbiodiniaceae fluorescence (p < 0.001) measured by LSCM as well as tissue thickness (p = 0.002) and Symbiodiniaceae cell densities (p = 0.036) measured by comparative methods were enhanced in fed corals (electronic supplementary material, figure S3). In addition, paired measurements for tissue thickness (p < 0.001) and Symbiodiniaceae metrics (p = 0.046) were significantly positively correlated (electronic supplementary material, figure S3). These comparisons validate the use of LSCM to characterize juvenile coral tissue thickness and Symbiodiniaceae fluorescence in this study. Detailed methods and outcomes of these comparisons are available in the electronic supplementary materials.
2.4. Thermal stress period
At the end of the rearing period, juvenile thermal tolerance was measured by tracking survivorship during a 30-day thermal stress period. We exposed juveniles from each rearing temperature treatment to either ambient or high-temperature conditions and continued respective feeding treatments with methods as described above (electronic supplementary material, figure S2). Juveniles were assigned to the same feeding treatment during both the rearing and stress periods of this experiment. The ambient temperature treatment was a continuation of the same temperature profile from the rearing ambient treatment and was controlled as described above. In the high-temperature treatment, temperature was increased at a rate of 0.7°C per day until reaching the target temperature. Mean (±s.e.m.) temperature in the ambient treatment was 27.4 ± 0.1°C and 30.1 ± 1.7°C in the high treatment (figure 1a,c; electronic supplementary material, table S1). During the stress period, mean daily temperature range was similar to the rearing period with a mean value of 1.4°C for both ambient and high treatments (figure 1c; electronic supplementary material, table S1). Due to failures in the experimental temperature control system, the high-temperature treatment was interrupted after 8 days of exposure, at which time temperatures were returned to the ambient treatment (4 days of decreasing temperature and 2 days at ambient temperature). Temperatures were again increased to a second phase of high temperature over 4 days (0.7°C increase per day) and held for 10 days (figure 1a). While an interruption in the high-temperature treatment was not intended, the thermal stress profile of a dual-pulse stress reflects conditions that would occur on the natural reef due to storms or surface mixing [63].
Survivorship was measured by counting the number of living juvenile colonies on each plug at the beginning and end of the stress period (N = 327 plugs). Photographs of juveniles in the high-temperature treatment at the end of the stress period are displayed in figure 2.
2.5. Data analysis
All statistical analyses were conducted in R (v. 3.6.1) [64] for the following response variables: (i) larval settlement; (ii) post-settlement survivorship; (iii) post-settlement growth; (iv) tissue thickness; (v) Symbiodiniaceae fluorescence and (vi) thermal tolerance. Linear mixed-effect model analyses were conducted using the lme4 package [65] unless otherwise specified. Larval settlement was analysed using a logistic mixed-effect model with temperature as a fixed effect and cohort and tank as random intercepts. Post-settlement survivorship was analysed using a Cox Proportional Hazards model with temperature and feeding as fixed effects in the survival package [66]. Juvenile growth was quarter root transformed to meet normality assumptions and analysed with feeding and temperature as fixed effects and cohort and plug nested within the tank as random intercepts. Tissue thickness and Symbiodiniaceae fluorescence were analysed with temperature and feeding as fixed effects with cohort and plug nested within the tank as random intercepts. We used linear regressions and Akaike information criterion scores (AIC) model selection to determine whether colony size should be included as a random covariate in the analysis of tissue thickness and Symbiodiniaceae fluorescence. Because there was a significant relationship between tissue thickness and colony size (p < 0.001) and the model fit was improved (as indicated by lower AIC scores), colony size was included in the analysis of tissue thickness as a random covariate. However, colony size did not have a significant relationship with Symbiodiniaceae fluorescence (p = 0.271) and did not improve model fit, and therefore, it was not included in the analysis. The relationship between tissue thickness and Symbiodiniaceae fluorescence was examined using a Pearson correlation.
Survivorship during the stress period was analysed with a logistic mixed-effect model with stress temperature, rearing temperature and feeding as fixed effects and cohort and tank as random intercepts. Normality assumptions were assessed using quantile–quantile plots and the homogeneity of variance was examined using Levene‘s tests in the car package [67]. Overdispersion in logistic models was assessed using the blmeco package [68]. Significance of fixed effects and their interactions were generated using Type II sum of squares ANOVA analyses in the lmerTest package [69]. Data and scripts to reproduce analyses and figures are publicly available [70].
3. Results
3.1. Rearing period
Larval settlement success was not influenced by temperature treatment (χ2 = 0.32, d.f. = 1, p = 0.569). Mean (±s.e.m.) settlement after 24 h was 42.3 ± 3.1% in ambient temperature and 39.4 ± 3.2% in cool temperature. Juvenile survivorship during the rearing period was 7% higher in cool temperature as compared to ambient temperature (p < 0.001; electronic supplementary material, figure S4 and table S2 and S3). Survivorship of juveniles during the rearing period was not influenced by feeding (p = 0.473; electronic supplementary material, figure S4) or an interaction between feeding and temperature (p = 0.086; electronic supplementary material, table S3). Juvenile growth rates increased from 1.9% per day in unfed juveniles to 3.9% per day in fed juveniles (p = 0.035; figure 3a; electronic supplementary material, table S2 and S3). There was no effect of temperature (p = 0.824) or the interaction between temperature and feeding on juvenile growth (p = 0.591; electronic supplementary material, table S3).
Using LSCM, we quantified juvenile tissue thickness and Symbiodiniaceae fluorescence. Feeding increased tissue thickness (p < 0.001), but the increase in thickness due to feeding was less under cool temperature (82 µm thicker in fed corals) than under ambient temperature (177 µm thicker in fed corals; p = 0.037; figure 3b; electronic supplementary material, table S3). Opportunities to feed increased Symbiodiniaceae fluorescence (p < 0.001) with a lesser increase in cool temperature (1.6% RI) as compared to ambient temperature (9.0% RI; p < 0.001; figure 3c; electronic supplementary material, table S3). Tissue thickness and Symbiodiniaceae fluorescence were significantly correlated (Pearson correlation; r = 0.50, t = 5.83, d.f. = 102, p < 0.001; figure 4). LSCM images of juvenile colonies in each feeding and thermal treatment are shown in figure 3.
3.2. Thermal stress period
Juvenile survival was reduced by 28% under high-temperature conditions (p < 0.001; figure 5; electronic supplementary material, table S4 and S5). Access to plankton supported juvenile tolerance to thermal stress with 27% higher survival in fed juveniles as compared to unfed juveniles (p = 0.005; figure 5; electronic supplementary material, table S5). Fed juvenile corals that were reared in cool temperature prior to thermal stress had the highest survival of any treatment group across temperature treatments (p = 0.009; figure 5). Mean survivorship of cool-fed corals was 19% higher in ambient temperature and 33% higher in high temperature as compared to other treatment groups (electronic supplementary material, table S4).
4. Discussion
Planktonic prey is an important nutritional source for juvenile Pocillopora acuta corals. In this study, fed juveniles demonstrated enhanced performance and thermal tolerance. Importantly, juvenile corals that were fed and exposed to a cool thermal regime prior to experiencing thermal stress had the highest survival of all treatment groups. Evidence collected by laser scanning confocal microscopy suggests that tissue thickening combined with regulation of symbiont populations (seen here as a reduction in fluorescence) contributed to observed increases in thermal tolerance in cool-fed juveniles. These results provide new insights on early life-history nutrition in corals and underscore the importance of considering feeding effects in the context of temperature regime. The influence of mixed nutritional modes in supporting the survival of juvenile colonies under ocean warming is critically important to our understanding of shifting recruitment dynamics under climate change.
When fed, juvenile P. acuta had enhanced skeletal growth, thicker tissues, higher symbiont fluorescence (figure 3), and were more tolerant to thermal stress (figure 5). Feeding increases calcification and growth, tissue biomass and symbiont carbon fixation in adult colonies [4,12,20] and here we show that juvenile colonies also respond to feeding by increasing tissue thickness and symbiont fluorescence. Enhanced symbiont fluorescence (related to increased cell density and/or photosynthetic pigments [61]) could potentially result in elevated levels of symbiont photosynthesis and translocation of photosynthates [62] in fed juveniles that would increase coral energy storage and serve as a key factor in promoting tissue and skeletal growth [32,58,71]. In addition to the positive effects of feeding on growth and biomass, fed juvenile P. acuta demonstrated higher thermal tolerance. By promoting tissue growth and symbiont photosynthesis (reviewed in [4]), feeding facilitates biomass storage and access to energy sources from captured prey that can offset the costs of physiological stress under warming conditions in adult corals [72]. Indeed, access to prey supports the survival of adult corals during bleaching [7,33,37,73,74], and here we show that feeding also provides these benefits in early life history. In particular, tissue thickness was higher in fed juvenile colonies and could contribute to elevated thermal tolerance. Tissue biomass is an energetic store that can be used to meet biological functions and energetic needs—under stress, corals with greater biomass and thicker tissues may gain refuge and protection from oxidative stress and physiological impacts of bleaching [38]. Thicker tissues can also provide tissue shading and protection for symbiont communities during heat stress [38,75,76]. In juvenile P. acuta corals with limited energy reserves, even small increases in tissue biomass may provide additional protection during thermal stress events.
In addition to the broad range of physiological benefits of feeding (e.g. growth), the positive impacts of feeding on supporting survival under stress in early life history warrants further attention on optimizing nutritional supplementation in conservation and restoration approaches. The positive effects of plankton feeding on juvenile coral growth, physiology and thermal tolerance support the utilization of nutritional supplementation for juvenile corals as a strategy to maximize growth in early post-settlement and decrease the pressures of size-specific mortality. Increases in juvenile growth in response to feeding have also been demonstrated in Acropora spp. and Pocillopora damicornis, supporting the utilization of feeding in nursery and restoration settings [56,57] and highlights the importance of monitoring plankton prey communities in natural reef environments and tracking the response of prey communities to increasing stress (e.g. ocean warming). It is therefore critical to monitor and support healthy plankton communities in reef environments to maximize feeding opportunities in the wild (e.g. maintaining and improving water quality) and quantify variation in nutritional profiles of natural (i.e. plankton) and cultured (e.g. Artemia nauplii) food sources.
The growth recorded in this study may be higher than would be observed on the reef because benthic competitors were removed during cleaning, and the prey concentrations (greater than 2000 plankters per litre) supplied were at the upper range of natural concentrations. Plankton concentrations in Kā ne‘ohe Bay of the size class used in our study range from less than 100 [77] to approx. 3000 plankters per liter depending on the season and location of collection [78], and the concentrations used in this study are comparable to those used in previous studies to elicit physiological responses [31,32,79]. It is also important to consider that small juvenile colonies settled in cracks and crevices on reefs [80] may have limited access to prey or access to different prey composition than larger adult colonies with access to a greater area of the water column above the benthos. Measurement of juvenile feeding rates and carbon utilization from prey sources in situ would strengthen our understanding of the role of heterotrophic nutrition on reefs.
Exposure of fed corals to cool water (25.9°C) prior to a thermal stress event increased survival under high temperature. Both in the absence and presence of thermal stress, cool-fed juveniles had higher survival rates than other treatment groups (figure 5). This may be a result of alterations in nutritional dynamics of juvenile corals in this study, which is highlighted by marked increases in tissue thickness and reduction of Symbiodiniaceae fluorescence (figure 3). Specifically, unfed corals retained thicker tissues under 25.9°C as compared to 27.4°C. This could be due to elevated respiratory rate at 27.4°C as compared to 25.9°C, resulting in increased energetic requirements which would capitalize on energy reserves in the host tissue [25,81]. In the presence of an additional food source, tissue biomass and, therefore, the thickness was higher in juveniles that were fed regardless of temperature, due to access to an additional supply of carbon and nutrients available to maintain growth and meet respiratory demand [40].
Access to additional nutrients was also reflected in higher levels of Symbiodiniaceae fluorescence in fed corals, demonstrating cycling of heterotrophically acquired nutritional resources between host and symbiont [20,37]. Reductions in symbiont fluorescence in fed corals exposed to 25.9°C could be due to decreases in host respiratory rate and therefore fewer metabolic byproducts (e.g. inorganic carbon, nitrogen), translocated to symbiont populations from the host, resulting in lower Symbiodiniaceae population fluorescence as compared to 27.4°C juveniles [82]. The elevated survival in cool-fed juveniles suggests that regulation in symbiont fluorescence lowered the risk of mortality under warming conditions. Under high temperature, oxidative stress (e.g. production of reactive oxygen species, ROS) play a role in promoting dysbiosis and causing bleaching [22]. Optimizing nutritional dynamics may therefore provide refuge and protection by limiting the production and impact of ROS with lower symbiont densities, lessening physiological stress and mortality [83]. Cool water exposure can result in the regulation of symbiont communities [84]. When exposed to cold stress, the coral Stylophora pistillata demonstrated declines in symbiont densities and chlorophyll pigment concentrations as an acclimation mechanism to limit oxidative stress [84]. The observed reduction in P. acuta symbiont fluorescence following cool water exposure may also reflect the regulation of symbiont communities that could limit the buildup of oxidative stress during future exposure to high temperatures and provides new insights into early life history survival strategies.
Similarly, the conservation of energy due to decreased respiratory rates at lower temperatures may reduce the risk of mortality in cool-exposed juveniles [25,81], raising questions on the role of seasonal cool periods in the annual acclimatization of corals [85,86]. As sea surface temperatures continue to rise, temperatures during cooler seasons are becoming more mild in the natural environment [87]. Decreases in the number of cool days reduce seasonal acclimatization windows for corals and, due to the impact of cool thermal exposure on juvenile P. acuta in this study, there is a potential for alterations in annual seasonal cycles to impact the structure of juvenile coral communities. Previous work has also raised important questions about the role of cool temperatures in shaping growth and bleaching responses [39,85] and the implications of these effects should be given further attention in future research targeting both early life stages and adult responses. In this study, we can only attribute these observations to a difference in temperature and not as true seasonal effects given that we did not simultaneously manipulate irradiance, water chemistry or other factors that shift by season.
Examining nutritional dynamics and effects of feeding in early life history is critical in both brooding species that reproduce year-round under a range of environmental conditions and in spawning species that reproduce during narrow seasonal windows in order to better understand coral nutritional requirements for survival as the oceans continue to change. Direct measurement of respiration, photosynthesis and translocation of photosynthates in response to feeding in early post-settlement across a range of temperature regimes would provide additional insight into nutritional requirements and thermal tolerance in this life stage. Further, due to the strong effect of feeding on commonly measured responses such as growth, the effects of nutritional supplementation in controlled tank experiments must be carefully considered as coral performance and condition vary significantly in the presence of a food source [88]. Efforts to optimize the propagation of coral recruits for seeding of degraded reef areas are currently underway, and there is an immediate need to improve practices to maximize the survival of juvenile corals in nursery settings [89,90]. High mortality of laboratory-raised juveniles after transplantation to the reef may be ameliorated with nutritional supplementation, and as a result, optimization of food sources provides a method to enhance skeletal and tissue growth in juvenile corals [56,57]. Identifying optimal coordination of nutritional supplementation and thermal conditions may increase the success of juvenile propagation in restoration initiatives by supporting growth and enhancing resilience to future thermal stress events. As climate change continues to threaten the persistence of coral reefs, understanding early life history survival strategies and identifying conditions that facilitate recruitment is critical to predict reef trajectories in future oceans.
Supplementary Material
Acknowledgements
We dedicate this manuscript to the life and legacy of our friend and mentor, Dr. Ruth Gates. We thank S. Matsuda, E. Lenz, S. Anderson, J. Davidson, C. Wall, J. Huffmyer and the HIMB facilities staff for assistance in conducting the study. Thank you to the Hawai‘i Institute of Biology Hagedorn Laboratory for providing the seawater chiller used for this experiment. We also thank the editors and two anonymous reviewers as well as C. Nelson, S. Matsuda, C. Wall, E. Madin, C. Drury and H. Reich for comments that improved the manuscript. This is the Hawai‘i Institute of Marine Biology contribution #1854 and University of Hawai‘i at Mā noa School of Ocean and Earth Science and Technology contribution #11334.
Ethics
All animal collections were approved under the Hawai‘i Institute of Marine Biology Special Activities Permit no. 2018–03 (Division of Aquatic Resources, Hawai‘i).
Data accessibility
All data and scripts are publicly available on Zenodo at the following https://doi.org/10.5281/zenodo.4685948 [70]. The data are provided in electronic supplementary material [91].
Authors' contributions
A.H. conceived and conducted the study, collected data, analysed data, wrote the manuscript and acquired funding. C.J. conducted the study and collected data. A.E. collected data. J.L. and R.G. conceived the study. A.H., C.J., A.E. and J.L. edited and approved the final version of the manuscript.
Competing interests
The authors declare no competing interests.
Funding
This work was supported by the National Science Foundation Graduate Research Fellowship under grant no. DGE1329626; Paul G. Allen Family Foundation; the Philanthropic Education Organization Scholar Award; the University of Hawai‘i at Mā noa Charles H. and Margaret B. Edmondson Research Fund and the Hawai‘i Institute of Marine Biology Colonel Willys E. Lord, DVM and Sandina L. Lord Scholarship Fund.
References
- 1.Selosse MA, Charpin M, Not F. 2017. Mixotrophy everywhere on land and in water: the grand écart hypothesis. Ecol. Lett. 20, 246-263. ( 10.1111/ele.12714) [DOI] [PubMed] [Google Scholar]
- 2.Fox MD, Smith EA, Smith JE, Newsome SD. 2019. Trophic plasticity in a common reef-building coral: insights from d13C analysis of essential amino acids. Funct. Ecol. 33, 2203-2214. ( 10.1111/1365-2435.13441) [DOI] [Google Scholar]
- 3.Conti-Jerpe IE, Thompson PD, Wai C, Wong M, Lina N, Duprey NN, Moynihan MA, Baker DM. 2020. Trophic strategy and bleaching resistance in reef-building corals. Sci. Adv. 6, eaaz5443. ( 10.1126/sciadv.aaz5443) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Houlbrèque F, Ferrier-Pagès C. 2009. Heterotrophy in tropical scleractinian corals. Biol. Rev. 84, 1-17. ( 10.1111/j.1469-185X.2008.00058.x) [DOI] [PubMed] [Google Scholar]
- 5.LaJeunesse TC, Parkinson JE, Gabrielson PW, Jeong HJ, Reimer JD, Voolstra CR, Santos SR. 2018. Systematic revision of Symbiodiniaceae highlights the antiquity and diversity of coral endosymbionts. Curr. Biol. 28, 2570-2580. ( 10.1016/j.cub.2018.07.008) [DOI] [PubMed] [Google Scholar]
- 6.Muscatine L, Mccloskey LR, Marian RE. 1981. Estimating the daily contribution of carbon from zooxanthellae to coral animal respiration. Limnol. Oceanogr. 26, 601-611. ( 10.4319/lo.1981.26.4.0601) [DOI] [Google Scholar]
- 7.Grottoli AG, Rodrigues LJ, Palardy JE. 2006. Heterotrophic plasticity and resilience in bleached corals. Nat. Lett. 440, 1186-1189. ( 10.1038/nature04565) [DOI] [PubMed] [Google Scholar]
- 8.Radecker N, Pogoreutz C, Voolstra CR, Wiedenmann J, Wild C. 2015. Nitrogen cycling in corals: the key to understanding holobiont functioning? Trends Microbiol. 23, 490-497. ( 10.1016/j.tim.2015.03.008) [DOI] [PubMed] [Google Scholar]
- 9.Krueger T, Horwitz N, Bodin J, Giovani M-E, Escrig S, Fine M, Meibom A. 2020. Intracellular competition for nitrogen controls dinoflagellate population density in corals. Proc. R. Soc. B Biol. Sci. 287, 20200049. ( 10.1098/rspb.2020.0049) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Falkowski PG, Dubinsky Z, Muscatine L, Porter JW. 2006. Light and the bioenergetics of a symbiotic coral. Bioscience 34, 705-709. ( 10.2307/1309663) [DOI] [Google Scholar]
- 11.Huang YL, Mayfield AB, Fan TY. 2020. Effects of feeding on the physiological performance of the stony coral Pocillopora acuta. Sci. Rep. 10, 19988. ( 10.1038/s41598-020-76451-1) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ferrier-Pagès C, Witting J, Tambutté E, Sebens KP. 2003. Effect of natural zooplankton feeding on the tissue and skeletal growth of the scleractinian coral Stylophora pistillata. Coral Reefs 22, 229-240. ( 10.1007/s00338-003-0312-7) [DOI] [Google Scholar]
- 13.Houlbrèque F, Tambutté E, Ferrier-Pagès C. 2003. Effect of zooplankton availability on the rates of photosynthesis, and tissue and skeletal growth in the scleractinian coral Stylophora pistillata. J. Exp. Mar. Bio. Ecol. 296, 145-166. ( 10.1016/S0022-0981(03)00259-4) [DOI] [PubMed] [Google Scholar]
- 14.Conlan JA, Bay LK, Severati A, Humphrey C, Francis DS. 2018. Comparing the capacity of five different dietary treatments to optimise growth and nutritional composition in two scleractinian corals. PLoS ONE 13, e0207956. ( 10.1371/journal.pone.0207956) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Treignier C, Grover R, Ferrier-Pagès C, Tolosa I. 2008. Effect of light and feeding on the fatty acid and sterol composition of zooxanthellae and host tissue isolated from the scleractinian coral Turbinaria reniformis. Limnol. Oceanogr. 53, 2702-2710. ( 10.4319/lo.2008.53.6.2702) [DOI] [Google Scholar]
- 16.Houlbrèque F, Tambutté E, Allemand D, Ferrier-Pagès C. 2004. Interactions between zooplankton feeding, photosynthesis and skeletal growth in the scleractinian coral Stylophora pistillata. J. Exp. Biol. 207, 1461-1469. ( 10.1242/jeb.00911) [DOI] [PubMed] [Google Scholar]
- 17.Towle EK, Enochs IC, Langdon C. 2015. Threatened Caribbean coral is able to mitigate the adverse effects of ocean acidification on calcification by increasing feeding rate. PLoS ONE 10, e0123394. ( 10.1371/journal.pone.0123394) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Wijgerde T, Jurriaans S, Hoofd M, Verreth JAJ, Osinga R. 2012. Oxygen and heterotrophy affect calcification of the scleractinian Coral Galaxea fascicularis. PLoS ONE 7, e52702. ( 10.1371/journal.pone.0052702) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Tolosa I, Treignier C, Grover R, Ferrier-Pagès C. 2011. Impact of feeding and short-term temperature stress on the content and isotopic signature of fatty acids, sterols, and alcohols in the scleractinian coral Turbinaria reniformis. Coral Reefs 30, 763-774. ( 10.1007/s00338-011-0753-3) [DOI] [Google Scholar]
- 20.Tremblay P, Grover R, Maguer JF, Hoogenboom M, Ferrier-Pagès C. 2014. Carbon translocation from symbiont to host depends on irradiance and food availability in the tropical coral Stylophora pistillata. Coral Reefs 33, 1-13. ( 10.1007/s00338-013-1100-7) [DOI] [Google Scholar]
- 21.Gates RD, Baghdasarian G, Muscatine L. 1992. Temperature stress causes host cell detachment in symbiotic cnidarians: implications for coral bleaching. Biol. Bull. 182, 324-332. ( 10.2307/1542252) [DOI] [PubMed] [Google Scholar]
- 22.Weis VM. 2008. Cellular mechanisms of Cnidarian bleaching: stress causes the collapse of symbiosis. J. Exp. Biol. 211, 3059-3066. ( 10.1242/jeb.009597) [DOI] [PubMed] [Google Scholar]
- 23.Hughes AD, Grottoli AG. 2013. Heterotrophic compensation: a possible mechanism for resilience of coral reefs to global warming or a sign of prolonged stress? PLoS ONE 8, e81172. ( 10.1371/journal.pone.0081172) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Coles SL, Jokiel PL. 1977. Effects of temperature on photosynthesis and respiration in hermatypic corals. Mar. Biol. 216, 209-216. [Google Scholar]
- 25.Edmunds PJ. 2005. Effect of elevated temperature on aerobic respiration of coral recruits. Mar. Biol. 146, 655-663. ( 10.1007/s00227-004-1485-5) [DOI] [Google Scholar]
- 26.Sokolova I. 2021. Bioenergetics in environmental adaptation and stress tolerance of aquatic ectotherms: linking physiology and ecology in a multi-stressor landscape. J. Exp. Biol. 224, jeb236802. ( 10.1242/jeb.236802) [DOI] [PubMed] [Google Scholar]
- 27.Barshis DJ, Ladner JT, Oliver TA, Seneca FO, Traylor-Knowles N, Palumbi SR. 2013. Genomic basis for coral resilience to climate change. Proc. Natl Acad. Sci. 110, 1387-1392. ( 10.1073/pnas.1210224110) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Desalvo MK, Sunagawa S, Voolstra CR, Medina M. 2010. Transcriptomic responses to heat stress and bleaching in the elkhorn coral Acropora palmata. Mar. Ecol. Prog. Ser. 402, 97-113. ( 10.3354/meps08372) [DOI] [Google Scholar]
- 29.Rodrigues LJ, Grottoli AG. 2007. Energy reserves and metabolism as indicators of coral recovery from bleaching. Limnol. Oceanogr. 52, 1874-1882. ( 10.4319/lo.2007.52.5.1874) [DOI] [Google Scholar]
- 30.Grottoli AG, Rodrigues LJ, Juarez C. 2004. Lipids and stable carbon isotopes in two species of Hawaiian corals, Porites compressa and Montipora verrucosa, following a bleaching event. Mar. Biol. 145, 621-631. ( 10.1007/s00227-004-1337-3) [DOI] [Google Scholar]
- 31.Levy O, Karako-Lampert S, Ben-Asher HW, Zoccola D, Pagès G, Ferrier-Pagès C. 2016. Molecular assessment of the effect of light and heterotrophy in the scleractinian coral Stylophora pistillata. Proc. R. Soc. Lond. B Biol. Sci. 283, 20153025. ( 10.1098/rspb.2015.3025) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Ferrier-Pages C, Rottier C, Beraud E, Levy O. 2010. Experimental assessment of the feeding effort of three scleractinian coral species during a thermal stress: effect on the rates of photosynthesis. J. Exp. Mar. Bio. Ecol. 390, 118-124. ( 10.1016/j.jembe.2010.05.007) [DOI] [Google Scholar]
- 33.Connolly SR, Anthony KRN. 2012. Food availability promotes rapid recovery from thermal stress in a scleractinian coral. Coral Reefs 31, 951-960. ( 10.1007/s00338-012-0925-9) [DOI] [Google Scholar]
- 34.Ceh J, Kilburn MR, Cliff JB, Raina JB, Van Keulen M, Bourne DG. 2013. Nutrient cycling in early coral life stages: Pocillopora damicornis larvae provide their algal symbiont (Symbiodinium) with nitrogen acquired from bacterial associates. Ecol. Evol. 3, 2393-2400. ( 10.1002/ece3.642) [DOI] [Google Scholar]
- 35.Lyndby N, Holm JB, Wangpraseurt D, Grover R, Rottier C, Kühl M, Ferrier-Pagès C. 2020. Effect of temperature and feeding on carbon budgets and O2 dynamics in Pocillopora damicornis. Mar. Ecol. Prog. Ser. 652, 49-62. ( 10.3354/meps13474) [DOI] [Google Scholar]
- 36.Tremblay P, Gori A, Maguer JF, Hoogenboom M, Ferrier-pagès C. 2016. Heterotrophy promotes the re-establishment of photosynthate translocation in a symbiotic coral after heat stress. Sci. Rep. 6, 38112. ( 10.1038/srep38112) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Ferrier-Pagès C, Sauzéat L, Balter V. 2018. Coral bleaching is linked to the capacity of the animal host to supply essential metals to the symbionts. Glob. Chang. Biol. 24, 3145-3157. ( 10.1111/gcb.14141) [DOI] [PubMed] [Google Scholar]
- 38.Putnam HM, Barott K, Ainsworth T, Gates R. 2017. The vulnerability and resilience of reef-building corals. Curr. Biol. 27, R528-R540. ( 10.1016/j.cub.2017.04.047) [DOI] [PubMed] [Google Scholar]
- 39.Edmunds PJ. 2009. Effect of acclimatization to low temperature and reduced light on the response of reef corals to elevated temperature. Mar. Biol. 156, 1797-1808. ( 10.1007/s00227-009-1213-2) [DOI] [Google Scholar]
- 40.Krueger T, Bodin J, Horwitz N, Loussert-Fonta C, Sakr A, Escrig S, Fine M, Meibom A. 2018. Temperature and feeding induce tissue level changes in autotrophic and heterotrophic nutrient allocation in the coral symbiosis – A NanoSIMS study. Sci. Rep. 8, 12710. ( 10.1038/s41598-018-31094-1) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Bachar A, Achituv Y, Pasternak Z, Dubinsky Z. 2007. Autotrophy versus heterotrophy: the origin of carbon determines its fate in a symbiotic sea anemone. J. Exp. Mar. Bio. Ecol. 349, 295-298. ( 10.1016/j.jembe.2007.05.030) [DOI] [Google Scholar]
- 42.Fitt WK, McFarland FK, Warner ME, Chilcoat GC. 2000. Seasonal patterns of tissue biomass and densities of symbiotic dinoflagellates in reef corals and relation to coral bleaching. Limnol. Oceanogr. 45, 677-685. ( 10.4319/lo.2000.45.3.0677) [DOI] [Google Scholar]
- 43.Thornhill DJ, et al. 2011. A connection between colony biomass and death in Caribbean reef-building corals. PLoS ONE 6, e29535. ( 10.1371/journal.pone.0029535) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Jurriaans S, Hoogenboom M. 2020. Seasonal acclimation of thermal performance in two species of reef-building corals. Mar. Ecol. Prog. Ser. 635, 55-70. ( 10.3354/meps13203) [DOI] [Google Scholar]
- 45.Berkelmans R, Willis BL. 1999. Seasonal and local spatial patterns in the upper thermal limits of corals on the inshore Central Great Barrier Reef. Coral Reefs 18, 219-228. ( 10.1007/s003380050186) [DOI] [Google Scholar]
- 46.Cumbo VR, Fan TY, Edmunds PJ. 2012. Scleractinian corals capture zooplankton within days of settlement and metamorphosis. Coral Reefs 31, 1155. ( 10.1007/s00338-012-0940-x) [DOI] [Google Scholar]
- 47.Drenkard E, Cohen A, McCorkle D, de Putron S, Starczak V, Repeta D. 2018. Juveniles of the Atlantic coral, Favia fragum (Esper, 1797) do not invest energy to maintain calcification under ocean acidification. J. Exp. Mar. Bio. Ecol. 507, 61-69. ( 10.1016/j.jembe.2018.07.007) [DOI] [Google Scholar]
- 48.Spalding C, Finnegan S, Fischer WW. 2017. Energetic costs of calcification under ocean acidification. Global Biogeochem. Cycles 31, 866-877. ( 10.1002/2016GB005597) [DOI] [Google Scholar]
- 49.Harii S, Nadaoka K, Yamamoto M, Iwao K. 2007. Temporal changes in settlement, lipid content and lipid composition of larvae of the spawning hermatypic coral Acropora tenuis. Mar. Ecol. Prog. Ser. 346, 89-96. ( 10.3354/meps07114) [DOI] [Google Scholar]
- 50.Cantin NE, Van Oppen MJH, Willis BL, Mieog JC, Negri AP. 2009. Juvenile corals can acquire more carbon from high-performance algal symbionts. Coral Reefs 28, 405-414. ( 10.1007/s00338-009-0478-8) [DOI] [Google Scholar]
- 51.Hughes T, et al. 2019. Global warming impairs stock–recruitment dynamics of corals. Nature 568, 387-390. ( 10.1038/s41586-019-1081-y) [DOI] [PubMed] [Google Scholar]
- 52.Doropoulos C, Ward S, Roff G, González-Rivero M, Mumby PJ. 2015. Linking demographic processes of juvenile corals to benthic recovery trajectories in two common reef habitats. PLoS ONE 10, e0128535. ( 10.1371/journal.pone.0128535) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Bahr KD, Tran T, Jury CP, Toonen RJ. 2020. Abundance, size, and survival of recruits of the reef coral Pocillopora acuta under ocean warming and acidification. PLoS ONE 15, e0228168. ( 10.1371/journal.pone.0228168) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Arnold SN, Steneck RS. 2011. Settling into an increasingly hostile world: the rapidly closing ‘recruitment window’ for corals. PLoS ONE 6, e28681. ( 10.1371/journal.pone.0028681) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Ritson-Williams R, Arnold S, Fogarty N, Steneck RS, Vermeij M, Paul VJ. 2009. New perspectives on ecological mechanisms affecting coral recruitment on reefs. Smithson. Contrib. Mar. Sci. 38, 437-457. ( 10.5479/si.01960768.38.437) [DOI] [Google Scholar]
- 56.Toh TC, Soon C, Ng L, Wei J, Peh K, Ben TK, Chou LM. 2014. Augmenting the Post-Transplantation Growth and Survivorship of Juvenile Scleractinian Corals via Nutritional Enhancement. PLoS ONE 9, e98529. ( 10.1371/journal.pone.0098529) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Conlan JA, Humphrey CA, Severati A, Francis DS. 2017. Influence of different feeding regimes on the survival, growth, and biochemical composition of Acropora coral recruits. PLoS ONE 12, e0188568. ( 10.1371/journal.pone.0188) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Drenkard EJ, Cohen AL, Mccorkle DC, De Putron SJ, Starczak VR, Zicht AE. 2013. Calcification by juvenile corals under heterotrophy and elevated CO2. Coral Reefs 32, 727-735. ( 10.1007/s00338-013-1021-5) [DOI] [Google Scholar]
- 59.Palardy JE, Rodrigues LJ, Grottoli AG. 2008. The importance of zooplankton to the daily metabolic carbon requirements of healthy and bleached corals at two depths. J. Exp. Mar. Bio. Ecol. 367, 180-188. ( 10.1016/j.jembe.2008.09.015) [DOI] [Google Scholar]
- 60.Wall CB, Kaluhiokalani M, Popp BN, Donahue MJ, Gates RD. 2020. Divergent symbiont communities determine the physiology and nutrition of a reef coral across a light-availability gradient. ISME J. 14, 945-958. ( 10.1038/s41396-019-0570-1) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Huffmyer A, Matsuda S, Eggers A, Lemus J, Gates R. 2020. Evaluation of laser scanning confocal microscopy as a method for characterizing reef-building coral tissue thickness and Symbiodiniaceae fluorescence. J. Exp. Biol. 223, jeb220335. ( 10.1242/jeb.220335) [DOI] [PubMed] [Google Scholar]
- 62.Roth MS. 2014. The engine of the reef: photobiology of the coral-algal symbiosis. Front. Microbiol. 5, 1-22. ( 10.3389/fmicb.2014.00422) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Manzello DP, Brandt M, Smith TB, Lirman D, Hendee JC, Nemeth RS. 2007. Hurricanes benefit bleached corals. Proc. Natl Acad. Sci. 104, 12 035-12 039. ( 10.1073/pnas.0701194104) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.R Core Team. 2019. R: a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. http://www.r-project.org/. [Google Scholar]
- 65.Bates D, Maechler M, Bolker B, Walker S. 2015. Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1-48. ( 10.18637/jss.v067.i01) [DOI] [Google Scholar]
- 66.Therneau T. 2015. A package for survival analysis in S.
- 67.Fox J, Weisberg S. 2011. An R companion to applied regression, 2 edn. Thousand Oaks, CA: Sage. [Google Scholar]
- 68.Korner-Nievergelt F, Roth T, von Felten S, Guelat J, Almasi B, Korner-Nievergelt P. 2015. Bayesian data analysis in ecology using linear models with R, BUGS, and Stan. New York, NY: Elsevier. [Google Scholar]
- 69.Kuznetsova A, Brockhoff B, Christensen HB. 2016. lmerTest: tests in linear mixed effects models.
- 70.Huffmyer AS, Johnson CJ, Epps AM, Lemus JD, Gates RD. 2021. Data from: feeding and thermal conditioning enhance coral temperature tolerance in juvenile Pocillopora acuta. Zenodo Rep. ( 10.5281/zenodo.4685948) [DOI] [PMC free article] [PubMed]
- 71.Aichelman HE, Townsend JE, Courtney TA, Baumann JH, Davies SW, Castillo KD. 2016. Heterotrophy mitigates the response of the temperate coral Oculina arbuscula to temperature stress. Ecol. Evol. 6, 6758-6769. ( 10.1002/ece3.2399) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Anthony KRN, Hoogenboom MO, Maynard JA, Grottoli AG, Middlebrook R. 2009. Energetics approach to predicting mortality risk from environmental stress: a case study of coral bleaching. Funct. Ecol. 23, 539-550. ( 10.1111/j.1365-2435.2008.01531.x) [DOI] [Google Scholar]
- 73.Levas S, Grottoli AG, Schoepf V, Aschaffenburg M, Baumann J, Bauer JE, Warner ME. 2016. Can heterotrophic uptake of dissolved organic carbon and zooplankton mitigate carbon budget deficits in annually bleached corals? Coral Reefs 35, 495-506. ( 10.1007/s00338-015-1390-z) [DOI] [Google Scholar]
- 74.Anthony KRN, Connolly SR, Hoegh-Guldberg O. 2007. Bleaching, energetics, and coral mortality risk: effects of temperature, light, and sediment regime. Limnol. Oceanogr. 52, 716-726. ( 10.4319/lo.2007.52.2.0716) [DOI] [Google Scholar]
- 75.Loya Y, Sakai K, Nakano Y, Van Woesik R. 2001. Coral bleaching: the winners and the losers. Ecol. Lett. 4, 122-131. ( 10.1046/j.1461-0248.2001.00203.x) [DOI] [Google Scholar]
- 76.Dimond JL, Holzman BJ, Bingham BL. 2012. Thicker host tissues moderate light stress in a cnidarian endosymbiont. J. Exp. Biol. 215, 2247-2254. ( 10.1242/jeb.067991) [DOI] [PubMed] [Google Scholar]
- 77.Hoover RS, Hoover D, Miller M, Landry MR, DeCarlo EH, Mackenzie FT. 2006. Zooplankton response to storm runoff in a tropical estuary: bottom-up and top-down controls. Mar. Ecol. Prog. Ser. 318, 187-201. ( 10.3354/meps318187) [DOI] [Google Scholar]
- 78.Hirota J, Szyper J. 1976. Standing stocks of zooplankton size-classes and trophic levels in Kaneohe Bay, Oahu. Hawaiian Islands 30, 341-361. [Google Scholar]
- 79.Palardy JE, Grottoli AG, Matthews KA. 2006. Effect of naturally changing zooplankton concentrations on feeding rates of two coral species in the Eastern Pacific. J. Exp. Mar. Bio. Ecol. 331, 99-107. ( 10.1016/j.jembe.2005.10.001) [DOI] [Google Scholar]
- 80.Roth MS, Knowlton N. 2009. Distribution, abundance, and microhabitat characterization of small juvenile corals at Palmyra Atoll. Mar. Ecol. Prog. Ser. 376, 133-142. ( 10.3354/meps07787) [DOI] [Google Scholar]
- 81.Sokolova IM, Frederich M, Bagwe R, Lannig G, Sukhotin AA. 2012. Energy homeostasis as an integrative tool for assessing limits of environmental stress tolerance in aquatic invertebrates. Mar. Environ. Res. 79, 1-15. ( 10.1016/j.marenvres.2012.04.003) [DOI] [PubMed] [Google Scholar]
- 82.Davy SK, Allemand D, Weis VM. 2012. Cell biology of cnidarian-dinoflagellate symbiosis. Microbiol. Mol. Biol. Rev. 76, 229-261. ( 10.1128/mmbr.05014-11) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Cunning R, Baker AC. 2013. Excess algal symbionts increase the susceptibility of reef corals to bleaching. Nat. Clim. Chang. 3, 259-262. ( 10.1038/nclimate1711) [DOI] [Google Scholar]
- 84.Fernandes de Barros Marangoni L, Rottier C, Ferrier-Pagès C. 2021. Symbiont regulation in Stylophora pistillata during cold stress: an acclimation mechanism against oxidative stress and severe bleaching. J. Exp. Biol. 224, jeb235275. ( 10.1242/jeb.235275) [DOI] [PubMed] [Google Scholar]
- 85.Edmunds PJ. 2004. Juvenile coral population dynamics track rising seawater temperature on a Caribbean reef. Mar. Ecol. Prog. Ser. 269, 111-119. ( 10.3354/meps269111) [DOI] [Google Scholar]
- 86.Marshall DJ, Pettersen AK, Bode M, White CR. 2020. Developmental cost theory predicts thermal environment and vulnerability to global warming. Nat. Ecol. Evol. 4, 406-411. ( 10.1038/s41559-020-1114-9) [DOI] [PubMed] [Google Scholar]
- 87.Hughes T, et al. 2017. Coral reefs in the Anthropocene. Nature 546, 82-90. ( 10.1038/nature22901) [DOI] [PubMed] [Google Scholar]
- 88.Mclachlan RH, Price JT, Solomon SL. 2020. Thirty years of coral heat-stress experiments: a review of methods. Coral Reefs 39, 885-902. ( 10.1007/s00338-020-01931-9) [DOI] [Google Scholar]
- 89.Pollock JF, et al. 2017. Coral larvae for restoration and research: a large-scale method for rearing Acropora millepora larvae, inducing settlement, and establishing symbiosis. PeerJ 5, e3732. ( 10.7717/peerj.3732) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Hancock J, Barrows A, Roome T, Huffmyer A, Matsuda S, Munk N, Rahnke S, Drury C. 2020. Coral husbandry for ocean futures: leveraging abiotic factors to increase survivorship, growth and resilience in juvenile Montipora capitata. Mar. Ecol. Prog. Ser. 657, 123-133. ( 10.3354/meps13534) [DOI] [Google Scholar]
- 91.Huffmyer AS, Johnson CJ, Epps AM, Lemus JD, Gates RD. 2021. Feeding and thermal conditioning enhance coral temperature tolerance in juvenile Pocillopora acuta. FigShare. [DOI] [PMC free article] [PubMed]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Citations
- Huffmyer AS, Johnson CJ, Epps AM, Lemus JD, Gates RD. 2021. Data from: feeding and thermal conditioning enhance coral temperature tolerance in juvenile Pocillopora acuta. Zenodo Rep. ( 10.5281/zenodo.4685948) [DOI] [PMC free article] [PubMed]
- Huffmyer AS, Johnson CJ, Epps AM, Lemus JD, Gates RD. 2021. Feeding and thermal conditioning enhance coral temperature tolerance in juvenile Pocillopora acuta. FigShare. [DOI] [PMC free article] [PubMed]
Supplementary Materials
Data Availability Statement
All data and scripts are publicly available on Zenodo at the following https://doi.org/10.5281/zenodo.4685948 [70]. The data are provided in electronic supplementary material [91].