| Contributors | Affiliation | Role |
|---|---|---|
| Barott, Katie | University of Pennsylvania (Penn) | Principal Investigator |
| Glass, Benjamin | University of Pennsylvania (Penn) | Student |
| Mickle, Audrey | Woods Hole Oceanographic Institution (WHOI BCO-DMO) | BCO-DMO Data Manager |
Adult culture and spawning
Adult Nematostella vectensis sea anemones were collected from a salt marsh in Brigantine, New Jersey in the fall of 2020, and spawning was induced. Larvae (n = 1 cohort with mixed parentage) were then cultured to the planula stage (3 d post-fertilization) for experimentation. An aquarium population of adult Galaxea fascicularis colonies (n = 9 females, 10 males) spawned during August 2023 at Carnegie Science (Baltimore, MD, USA), yielding a cohort of planulae (n = 1 cohort with mixed parentage) that were used in experiments within 48 h. Adult Porites astreoides colones (n = 20) were collected in Bermuda (32°22′13″N, 64°44′27″W) during July 2023. Brooded planulae (n = 4 cohorts) were collected and maintained in culture for ~ 48 h.
At the time of use in experimentation, larvae from all 3 species were in the planula stage and would become competent to settle within 72–96 h (Hand and Uhlinger 1992; Goodbody-Gringley et al. 2018; Wei et al. 2023). Artificial seawater was used for culturing and experimentation for N. vectensis and G. fascicularis, while flow-through, natural seawater facilities at the Bermuda Institute for Ocean Science were used for P. astreoides.
Dissoved Oxygen Treatments
Stage-matched, swimming planulae of N. vectensis, G. fascicularis, and P. astreoides (N = 1,200–2,400 larvae species-1) were divided into six replicate groups (three normoxia/control and three hypoxia) and exposed to 6 h of normoxia (dissolved oxygen (DO) = 6.8–8.69 mg L-1) or severe hypoxia (DO = 1.58–1.8 mg L-1; seawater deoxygenated using N2 gas) inside sealed glass jars (500 mL) overnight from 21:00 h to 03:00 h the following day. The jars were placed at the ambient culture temperature for each species (N. vectensis: 18°C; G. fascicularis: 27°C; P. astreoides: 28°C). At the end of the treatment period, the jars were uncapped and groups of 20–30 larvae (N = 60–90 larvae treatment-1 species-1) were transferred to 1.5 mL tubes without seawater for storage at -80°C until processing
Measurements
Detailed methods can be found in the associated publication (Glass and Barott 2025).
Full details regarding data and statistical analyses are present in Glass and Barott (2025), Supporting Information. RStudio with R version 4.2.1 was used for all analyses (RStudio Team 2020). All values are expressed as averages rounded to appropriate significant figures ± standard error of the mean (SEM), and all original data is attached as supplemental files and published (Glass, B., & Barott, K. 2024), as referenced in the related datasets section. The code used (Glass, B., & Barott, K. 2024) is listed in the related publication section.
- Imported "AFDW_data.csv", "Chlorophyll_data.csv", "Heat_tolerance_PAM_data.csv", "Heat_tolerance_survival_data.csv", "PAM_data.csv", "Photosynthesis_data.csv", "Protein_data.csv", "Respiration_data.csv", "Settlement_data.csv", "Size_data.csv", "Swimming_behavior_data.csv", "Symbiont_density_data.csv", "Treatment_seawater_conditions_data.csv" into the BCO-DMO system
- Concatenated all datafiles with their original file names in the "Data_filename" parameter
- Exported file as "964162_v1_performance_early_life_stages.csv"
| File |
|---|
964162_v1_performance_early_life_stages.csv (Comma Separated Values (.csv), 255.16 KB) MD5:4e0a8c65c6287de200b627c3e18811de Primary data file for dataset ID 964162, version 1 |
| File |
|---|
AFDW_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/AFDW_data.csv (Comma Separated Values (.csv), 4.81 KB) MD5:6ad703297040095211a091e19c3d7e19 Data pertaining to the ash-free dry weight (AFDW; i.e., organic biomass) of larvae and juveniles as quantified from burned, dried tissue |
Chlorophyll_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Chlorophyll_data.csv (Comma Separated Values (.csv), 2.47 KB) MD5:e25a3d60a434296a45fdd5e2a4c82646 Data pertaining to the chlorophyll content within algal endosymbionts of larvae and juveniles as quantified via spectroscopy |
Heat_tolerance_PAM_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Heat_tolerance_PAM_data.csv (Comma Separated Values (.csv), 4.71 KB) MD5:a9e008056b2a3c8b12978721152a60f8 Data pertaining to the heat tolerance of P. astreoides larvae as quantified via changes in photochemical yield (collected with a pulse-amplitude-modulation (PAM) fluorometer) over time at 36°C |
Heat_tolerance_survival_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Heat_tolerance_survival_data.csv (Comma Separated Values (.csv), 19.62 KB) MD5:3821bd0e8ae6f2eb36ca432b2b372393 Data pertaining to the heat tolerance of larvae as quantified via visual observation of survival over time at 36°C |
PAM_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/PAM_data.csv (Comma Separated Values (.csv), 2.58 KB) MD5:af66cab324edfc8f0c8989a3ca837ce4 Data pertaining to the photochemical yield of P. astreoides larvae and juveniles as quantified using a pulse-amplitude-modulation (PAM) fluorometer |
Photosynthesis_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Photosynthesis_data.csv (Comma Separated Values (.csv), 1.92 KB) MD5:1a41850855714a875713382100c93fc7 Data pertaining to the photosynthesis rates of P. astreoides larvae and juveniles as quantified via respirometry |
Protein_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Protein_data.csv (Comma Separated Values (.csv), 4.90 KB) MD5:7f5eaf72b1861582ae7f4f320b8892cf Data pertaining to the protein content larvae and juveniles as quantified via Bradford assays |
README filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/README.md (Markdown, 12.12 KB) MD5:3f9292537b8812857745c0b7ebab54a4 README file; includes parameter descriptions of all supplemental data files. |
Respiration_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Respiration_data.csv (Comma Separated Values (.csv), 3.89 KB) MD5:01255c0f2528e175bec474d94cf3f4c6 Data pertaining to the respiration rates of larvae and juveniles as quantified via respirometry |
Settlement_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Settlement_data.csv (Comma Separated Values (.csv), 1.51 KB) MD5:7dcf1de0d0318218d0909368bc5dae19 Data pertaining to larval settlement rates as quantified via visual observation |
Size_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Size_data.csv (Comma Separated Values (.csv), 95.99 KB) MD5:734982264a1468d310b316fe44000faf Data pertaining to larval and juvenile sizes as quantified via microscopy |
Swimming_behavior_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Swimming_behavior_data.csv (Comma Separated Values (.csv), 1.15 KB) MD5:ad85fa24937e1fdfaae1484f257f0577 Data pertaining to larval swimming behavior immediately following the oxygen treatments, as quantified via imaging |
Symbiont_density_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Symbiont_density_data.csv (Comma Separated Values (.csv), 3.54 KB) MD5:cc6ab7930ba939f39e896d5e5eb8ee6f Data pertaining to larval and juvenile symbiont density as quantified via flow cytometry |
Treatment_seawater_conditions_data.csv filename: doi_10_5061_dryad_bnzs7h4hr__v20241226/Treatment_seawater_conditions_data.csv (Comma Separated Values (.csv), 4.08 KB) MD5:ef3d78ea00d2fb53dac8ed1d3cc97b11 Data pertaining to seawater conditions (e.g., temperature, etc.) within the jars used for the oxygen treatments |
| Parameter | Description | Units |
| Data_filename | Supplemental filename, data source | unitless |
| Species | Species from which the data originate | unitless |
| Treatment | Oxygen treatment to which larvae were exposed (either normoxia or hypoxia) | unitless |
| Cohort | Cohort (i.e., group of larvae born at the same time) from which the data originate | unitless |
| Group | Experimental treatment jar (i.e., biological replicate) from which the data originate | unitless |
| Life_stage | Developmental/life history stage of animals at time of data collection (either larva or juvenile) | unitless |
| Hours_post_treatment | Hours after hypoxia treatment at which time data were collected | hours |
| AFDW_ug_mm | Ash-free dry weight of animals measured in µg and normalized to size in mm | µg/mm |
| Chlorophyll_pg_symbiont | Chlorophyll content of endosymbiont cells measured in pg and normalized per symbiont cell | pg/cell |
| Hours_at_36_C | Hours after which larvae were placed at 36°C at which time data were collected | hours |
| Dark_adapted_Fv_Fm_1 | Photochemical yield | unitless |
| Larvae_surviving | The number of larvae surviving at the time of data collection | unitless |
| Total_larvae | The total number of larvae exposed to heat stress (always 8) | unitless |
| Proportion_surviving | Larvae_surviving / total_larvae | unitless |
| Percent_surviving | Proportion_surviving * 100 | percent |
| Photo_pmol_O2_min_ug_AFDW | Photosynthesis rate expressed as pmol O2 (oxygen) produced per minute per µg of ash-free dry weight | pmol/min/µg |
| Protein_ug_mm | Cellular protein content expressed as µg protein per size (in mm) | µg/mm |
| Resp_pmol_O2_min_ug_AFDW | Respiration rate expressed as pmol O2 (oxygen) consumed per minute per µg of ash-free dry weight | pmol/min/µg |
| Settlement_rate_percent | Percentage of larvae settled on the final day of data collection (i.e., final/maximum settlement rate) | percent |
| Size_mm | Size of larvae (length) and juveniles (polyp diameter) as measured via microscopy | mm |
| Larvae_in_water_column_percent | Percentage of larvae actively swimming in the water column immediately at the conclusions of the treatment period | percent |
| Symbiont_density_cells_ug_AFDW | Number of symbiont cells within larvae or juveniles expressed as the number of cells per µg of ash-free dry weight | cells/µg |
| Time_in_treatment_hours | Time since the beginning of the treatment period expressed in hours | hours |
| Temperature_C | Seawater temperature as determined via a handheld probe expressed in °C | degrees Celsius |
| Salinity_ppt | Seawater salinity as determined via a handheld probe expressed in parts per thousand (ppt) | parts per thousand (ppt) |
| Dissolved_oxygen_mg_L | Seawater dissolved oxygen concentration as determined via a handheld probe expressed in mg per L of seawater | mg/L |
| Dataset-specific Instrument Name | iPhone 14 (Apple) |
| Generic Instrument Name | Camera |
| Dataset-specific Description | Larval swimming behavior immediately following the oxygen treatments was quantified via imaging using iPhone 14 (Apple). |
| Generic Instrument Description | All types of photographic equipment including stills, video, film and digital systems. |
| Dataset-specific Instrument Name | Cytek biosciences guava flow cytometer |
| Generic Instrument Name | Flow Cytometer |
| Dataset-specific Description | Larval and juvenile symbiont density was quantified via flow cytometry. |
| Generic Instrument Description | Flow cytometers (FC or FCM) are automated instruments that quantitate properties of single cells, one cell at a time. They can measure cell size, cell granularity, the amounts of cell components such as total DNA, newly synthesized DNA, gene expression as the amount messenger RNA for a particular gene, amounts of specific surface receptors, amounts of intracellular proteins, or transient signalling events in living cells.
(from: http://www.bio.umass.edu/micro/immunology/facs542/facswhat.htm) |
| Dataset-specific Instrument Name | Pulse-amplitude-modulation (PAM) fluorometer |
| Generic Instrument Name | Fluorometer |
| Dataset-specific Description | Heat tolerance of P. astreoides larval symbionts was quantified via changes in photochemical yield (collected with a pulse-amplitude-modulation (PAM) fluorometer) over time at 36°C. |
| Generic Instrument Description | A fluorometer or fluorimeter is a device used to measure parameters of fluorescence: its intensity and wavelength distribution of emission spectrum after excitation by a certain spectrum of light. The instrument is designed to measure the amount of stimulated electromagnetic radiation produced by pulses of electromagnetic radiation emitted into a water sample or in situ. |
| Dataset-specific Instrument Name | microscope (AmScope) |
| Generic Instrument Name | Microscope - Optical |
| Dataset-specific Description | Larval settlement rates were quantified via brightfield microscopy. Larval and juvenile sizes were quantified via brightfield microscopy. |
| Generic Instrument Description | Instruments that generate enlarged images of samples using the phenomena of reflection and absorption of visible light. Includes conventional and inverted instruments. Also called a "light microscope". |
| Dataset-specific Instrument Name | YSI ProSolo handheld probe |
| Generic Instrument Name | Oxygen Sensor |
| Dataset-specific Description | Seawater temperature as determined via a handheld probe expressed in °C. Seawater salinity as determined via a handheld probe expressed in parts per thousand (ppt). Seawater dissolved oxygen concentration as determined via a handheld probe expressed in mg per L of seawater. |
| Generic Instrument Description | An electronic device that measures the proportion of oxygen (O2) in the gas or liquid being analyzed |
| Dataset-specific Instrument Name | SensorDish Reader from Precision Sensing |
| Generic Instrument Name | Respirometer |
| Dataset-specific Description | Metabolic rates of larvae and juveniles was quantified via respirometry. |
| Generic Instrument Description | A device that measures the rate of respiration by a living organism or organic system by measuring its rate of exchange of oxygen and/or carbon dioxide. |
| Dataset-specific Instrument Name | spectrophotometer (Agilent) |
| Generic Instrument Name | Spectrophotometer |
| Dataset-specific Description | Chlorophyll content within algal endosymbionts of larvae and juveniles was quantified via spectroscopy. |
| Generic Instrument Description | An instrument used to measure the relative absorption of electromagnetic radiation of different wavelengths in the near infra-red, visible and ultraviolet wavebands by samples. |
NSF Award Abstract:
Ocean warming driven by climate change has led to staggering losses of coral on reefs worldwide and is now among the most pressing of stressors threatening the survival of coral reef ecosystems today. As marine heatwaves associated with ocean warming become increasingly frequent, it is urgent to understand if and how reef-building corals will be able to respond to these repeat stress events and thus survive in a rapidly warming ocean. To address this problem, this project is investigating how corals on the reef respond to recurring marine heatwaves in order to identify if repeat exposure to heat stress promotes coral tolerance of higher temperatures via acclimatization or instead leads to the accumulation of stress and thus reduced performance and survival following future stress. The results of this study are critical for understanding how the current generation of corals will respond to increasingly warmer oceans, and whether acclimatization will buy enough individuals sufficient time for adaptation to occur and promote coral persistence into the future. In addition, this project is training students from secondary schools through advanced postdoctoral researchers in global change biology and ecology. Specifically, the investigators are increasing access to research opportunities for undergraduate students by developing a new hands-on course-based undergraduate research experience (CURE) in Global Ocean Change Biology that will reach hundreds of students per year. Outreach efforts include creation of hands-on coral reefs and climate change activities for incoming first-generation, low-income undergraduate students and a professional development program to train middle and high-school teachers to deploy these climate change activities in their classrooms in the Philadelphia Public School District.
Acclimatization following exposure to sub-lethal heat stress may be an important protective mechanism for corals to survive a changing climate. However, the role of environmental memory of marine heatwaves in driving acclimatization or, conversely, stress accumulation and sensitization of reef-building corals is not well understood. This study is addressing this question using a combination of in situ and mesocosm experiments to assess the cellular, organismal, and ecological consequences of repeat heatwaves on corals with contrasting bleaching histories. Specifically, the researchers are monitoring adjacent conspecific pairs of bleaching-susceptible and bleaching-resistant individuals of two reef-building coral species in Hawaii, Montipora capitata and Porites compressa. These corals have been monitored for over 7 years through multiple bleaching events and are being used to test the hypothesis that environmental memory of marine heatwaves differentially alters coral thermal performance due to phenotypic variation in acclimatization ability within and between species. This work is identifying whether the bleaching thresholds of corals with different bleaching histories varies through time, and the consequences of these phenotypes on coral calcification, survival, and population size structure are being assessed using a combination of benthic surveys, photogrammetry, and in situ growth measurements. The influence of environmental memory of heatwaves on coral physiology is being assessed using thermal performance curves to determine how the thermal optima of respiration, photosynthesis, calcification, and host intracellular pH change (or not) over time (e.g. ambient vs. heatwave years) and if that response differs between corals with contrasting bleaching phenotypes. Finally, the contribution of algal endosymbionts to acclimatization is being evaluated by exposing corals to a range of increasing temperatures in experimental mesocosms, potentially uncovering differences in the degree of acclimatization or sensitization for host vs. symbiont traits in corals with high fidelity (P. compressa) vs. cosmopolitan (M. capitata) symbiont associations. By understanding of the phenotypic diversity in thermal performance across biological scales, this research improves predictions of coral persistence in the face of the ongoing climate crisis.
This project is supported by the Biological Oceanography, Integrative Ecological Physiology, and Ocean Education Programs.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
| Funding Source | Award |
|---|---|
| NSF Division of Ocean Sciences (NSF OCE) |