MétaCan
Menu
← Back to cohort
Record W4311187357 · doi:10.23860/diss-wong-kevin-2022

MECHANISMS AND CONSEQUENCES OF CROSS-GENERATIONAL ACCLIMATIZATION IN REEF-BUILDING CORALS

2022· dissertation· en· W4311187357 on OpenAlexfundno aff
Kevin Wong

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldEnvironmental Science
TopicCoral and Marine Ecosystems Studies
Canadian institutionsnot available
FundersDivision of Ocean SciencesNatural Sciences and Engineering Research Council of CanadaHeising-Simons FoundationNational Geographic Society
KeywordsHolobiontAcclimatizationCoralCoral bleachingBiologyReefEffects of global warming on oceansEcologyCoral reefClimate changeAnthozoaGlobal warmingSymbiosis

Abstract

fetched live from OpenAlex

Coral reefs are valued over trillions of dollars and are becoming increasingly degraded due to global climate change. Ocean warming disrupts the symbiotic relationship between corals and their algal symbiont, Symbiodinaceae, leading to severe energetic reduction and increased mortality. Recent studies have identified the potential for beneficial within-generational and cross-generational acclimatization to mitigate the impacts of future environmental change, however the mechanisms and outcomes remain understudied in tropical corals. Here, I present three manuscripts testing different mechanisms of within- and cross-generational acclimatization in corals to understand the long-term consequences of ocean warming. First, we tested the hypothesis that the survival in response to thermal stress is dependent on the metabolic capacity of the coral holobiont and associated microbial partners. We designed a 52-day thermal stress experiment on adult Porites astreoides colonies and examined physiological, microbiome, and metabolomic profiles. We determined that prior to thermal stress, colonies that exhibited higher metabolic capacity and more diverse bacterial communities survived prolonged bleaching with no tissue loss. During late-stage bleaching, colonies that primarily utilized carbohydrate storage showed signs of mortality, indicating that catabolizing multiple energy reserves, as opposed to just carbohydrates, may be an effective strategy in surviving bleaching events. To expand our understanding on the cross-generational consequences of coral bleaching, the next experiment tested the hypothesis that environmental memory plays a significant role in the physiological outcomes in response to thermal stress within and across coral generations. We designed a year-long experiment to manipulate eight different thermal histories in adult corals and monitored the physiological impacts on the adult colonies and subsequent offspring. Site of origin was the main predictor in determining the physiological responses at both adult and larval stages when assessing coral metabolic capacity and energetic reserves. Increased endosymbiont plasticity was observed in parental colonies and subsequent offspring who experienced a simulated bleaching event the year prior, outlining the long-term multigenerational impacts of thermal stress on corals. The final study tested the hypothesis that DNA methylation is a mechanism of environmental memory in corals and can be inherited across generations. Epigenetic mechanisms, such as DNA methylation, can be environmentally sensitive and heritable across generations, thus are a likely mechanism for the inheritance of phenotypic traits. We performed whole-genome bisulfite sequencing on adult colonies and their larvae from four different manipulated thermal histories to generate single-base pair resolution of DNA methylation data to test the effects of parental site of origin, a

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.294
Teacher spread0.277 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same topicCoral and Marine Ecosystems Studies→French-language works237,207→