Evidence map›Paper›PMID 33257544›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Oxygen limitation may affect the temperature and size dependence of metabolism in aquatic ectotherms.

Juan G Rubalcaba, Wilco C E P Verberk, A Jan Hendriks, Bart Saris, H Arthur Woods

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
61citing papers in PubMed, 1 pooled it
18.9field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

61 citing papers in PubMed, 1 synthesis or guideline pooled it, 222 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Latitudinal variation in cold tolerance, metabolism, and locomotor performance of green anole lizards (Anolis carolinensis).Journal of comparative physiology. B, Biochemical, systemic, and environmental physiology · 2026
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  19. Euryhaline Atlantic stingray (Conservation physiology · 2025
    Article
  20. Effects of early-life amino acids supplementation on fish responses to a thermal challenge.Journal of comparative physiology. B, Biochemical, systemic, and environmental physiology · 2024
    Article

1 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 3 countries.

Juan G RubalcabaDivision of Biological Sciences, University of Montana, Missoula, MT 59812; jg.rubalcaba@gmail.com.ORCID 0000-0003-4646-070X
Wilco C E P VerberkDepartment of Animal Ecology and Physiology, Institute for Water and Wetland Research, Radboud University Nijmegen, 6500 GL Nijmegen, the Netherlands.ORCID 0000-0002-0691-583X
A Jan HendriksDepartment of Environmental Science, Institute for Water and Wetland Research, Radboud University Nijmegen, 6500 GL Nijmegen, the Netherlands.ORCID 0000-0002-8348-4084
Bart SarisDepartment of Animal Ecology and Physiology, Institute for Water and Wetland Research, Radboud University Nijmegen, 6500 GL Nijmegen, the Netherlands.ORCID 0000-0002-1676-8079
H Arthur WoodsDivision of Biological Sciences, University of Montana, Missoula, MT 59812.
Radboud University Nijmegen · NLMcGill University · CAUniversity of Montana · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Both oxygen and temperature are fundamental factors determining metabolic performance, fitness, ecological niches, and responses of many aquatic organisms to climate change. Despite the importance of physical and physiological constraints on oxygen supply affecting aerobic metabolism of aquatic ectotherms, ecological theories such as the metabolic theory of ecology have focused on the effects of temperature rather than oxygen. This gap currently impedes mechanistic models from accurately predicting metabolic rates (i.e., oxygen consumption rates) of aquatic organisms and restricts predictions to resting metabolism, which is less affected by oxygen limitation. Here, we expand on models of metabolic scaling by accounting for the role of oxygen availability and temperature on both resting and active metabolic rates. Our model predicts that oxygen limitation is more likely to constrain metabolism in larger, warmer, and active fish. Consequently, active metabolic rates are less responsive to temperature than are resting metabolic rates, and metabolism scales to body size with a smaller exponent whenever temperatures or activity levels are higher. Results from a metaanalysis of fish metabolic rates are consistent with our model predictions. The observed interactive effects of temperature, oxygen availability, and body size predict that global warming will limit the aerobic scope of aquatic ectotherms and may place a greater metabolic burden on larger individuals, impairing their physiological performance in the future. Our model reconciles the metabolic theory with empirical observations of oxygen limitation and provides a formal, quantitative framework for predicting both resting and active metabolic rate and hence aerobic scope of aquatic ectotherms.

Indexed as

Global WarmingModels, BiologicalAcclimatizationAnimalsBody SizeEnergy MetabolismFishesHot TemperatureOxygenOxygen ConsumptionWaterOxygenWateraerobic scopebiophysical modelingfishmetabolic scalingteleost

Identifiers

PMID33257544
PMCPMC7749359
OpenAlexW3108853099

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.