Evidence map›Paper›PMID 42457659›Full record

ArticleNature communications2026

Coral metabolome quality and contaminant loads track human land use.

Zachary A Quinlan, Austin Greene, William Leggat, Tess Moriarty, Tracy D Ainsworth, Brunda Nijagal, Kim Falinski, E Maggie Sogin, Jamie M Caldwell, Scott F Heron and 1 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Zachary A Quinlan *University of Hawai'i at Mānoa, Honolulu, HI, USA. Zquinlan@hawaii.edu.ORCID 0000-0002-0351-8927
Austin Greene *University of Hawai'i at Mānoa, Honolulu, HI, USA.
William LeggatUniversity of Newcastle, Ourimbah, NSW, Australia.ORCID 0000-0003-4148-2555
Tess MoriartyUniversity of Newcastle, Ourimbah, NSW, Australia.ORCID 0000-0003-3332-1591
Tracy D AinsworthUniversity of New South Wales, Sydney, NSW, Australia.
Brunda NijagalMetabolomics Australia, Bio21 Molecular Science and Biotechnology Institute, Parkville, VIC, Australia.
Kim FalinskiUniversity of Hawai'i at Mānoa, Honolulu, HI, USA.
E Maggie SoginMolecular Cell Biology, University of California Merced, Merced, CA, USA.ORCID 0000-0001-7533-3705
Jamie M CaldwellHawai'i Institute of Marine Biology, Kāne'ohe, HI, USA.
Scott F HeronPhysics and Marine Geophysical Laboratory, James Cook University, Townsville, QLD, Australia.ORCID 0000-0001-5262-6978
Megan J DonahueHawai'i Institute of Marine Biology, Kāne'ohe, HI, USA.

Funding

Department of Education and Training | Australian Research Council (ARC) DP230102986National Aeronautics and Space Administration (NASA) NNX17AI21GNational Science Foundation (NSF) 2308400
6 · The paper itself

Abstract

Anthropogenic activities pose a significant risk to vulnerable marine ecosystems like coral reefs, particularly those near human population centers. Despite coral reefs being one of the systems most at risk, the relationship between contaminant exposure and coral health across gradients of ecosystem disturbance remains poorly understood. Our metabolomic analysis of 380 corals from 16 sites spanning an anthropogenic impact gradient reveals that the coral metabolome is predictive of anthropogenic ecosystem disturbance. We found that human activities both within catchments and in the marine ecosystem altered the chemodiversity of coral metabolomes with a direct relationship to historic trends in coral cover: nitrogen reserves and metabolome energetic potential are reduced, while stress metabolites are enriched at more impacted sites. We further identify 25 anthropogenic contaminants from agricultural, cosmetological, industrial, and pharmaceutical sources accumulated in coral metabolomes. Our results suggest that the bioaccumulation of pollutants and compositional changes in the metabolome of corals imposed by anthropogenic activities is correlated with coral benthic cover. Together, our findings suggest a direct relationship between coral health, accumulation of dangerous contaminants within corals, and anthropogenic disturbance that is consistent across species.

Indexed as

AnthozoaAnthropogenic EffectsMetabolomeWater Pollutants, ChemicalAnimalsCoral ReefsEcosystemEnvironmental MonitoringHuman ActivitiesHumansWater Pollutants, Chemical

Identifiers

PMID42457659
PMCPMC13373168

What OpenQuestion holds

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LicenceCC BY
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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.