Evidence map›Paper›PMID 42844285›Full record

ArticleNature communications2026

Divergent microbial functional pathways and declining redundancy in lake sediments across eutrophication gradients.

John K Pearman, Jack Sissons, Joseph Kanyi Kihika, Sean Waters, Andrew B H Rees, Jamie D Howarth, Marcus J Vandergoes, Susanna A Wood

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

8 authors.

John K PearmanCawthron Institute, Nelson, New Zealand. john.pearman@cawthron.org.nz.ORCID 0000-0002-2237-9723
Jack SissonsCawthron Institute, Nelson, New Zealand.ORCID 0009-0000-7079-6356
Joseph Kanyi KihikaCawthron Institute, Nelson, New Zealand.
Sean WatersParker Resolutionz Ltd, Nelson, New Zealand.
Andrew B H ReesVictoria University of Wellington, Wellington, New Zealand.
Jamie D HowarthVictoria University of Wellington, Wellington, New Zealand.ORCID 0000-0003-4365-0292
Marcus J VandergoesEarth Science New Zealand, Avalon, New Zealand.
Susanna A WoodDepartment of Environmental Management, Lincoln University, Christchurch, New Zealand.

Funding

Ministry of Business, Innovation and Employment (MBIE) C05X1707Ministry of Business, Innovation and Employment (MBIE) CAWX2305
6 · The paper itself

Abstract

Microbial communities underpin nutrient cycling across aquatic ecosystems and are strongly influenced by human disturbance, yet the implication for functional redundancy remains poorly understood. Lake eutrophication is a global threat to freshwater systems, primarily driven by human activities within lakes and surrounding catchments. We hypothesize that eutrophication alters functional redundancy of key metabolic pathways in lake sediments. To test this, we conducted a national scale metagenomic study of surface sediments from 144 New Zealand lakes spanning a broad nutrient gradient. Increasing eutrophication is associated with reduced taxon-based functional redundancy, the potential of multiple species to perform the same function, indicating a narrower taxa pool supporting core functions. In contrast, abundance-based functional redundancy, characterized by the abundance of organisms that can perform the function, showed pathway-specific responses across trophic gradients. For example, nitrification and denitrification have greater abundance-based functional redundancy under higher nutrient conditions, whereas phosphorus transport shows reduced redundancy. By eroding microbial functional redundancy, eutrophication may increase susceptibility of microbial communities to environmental perturbations, potentially compromising their ability to sustain key metabolic processes. As lakes play key roles in biogeochemical cycles, the lower stability of vital biogeochemical pathways in lake sediments is likely to have an impact across ecosystems globally.

Indexed as

BacteriaEutrophicationGeologic SedimentsLakesMicrobiotaDenitrificationEcosystemMetagenomicsNew ZealandNitrificationNitrogenPhosphorusNitrogenPhosphorus

Identifiers

PMID42844285
PMCPMC13646285

What Socratic holds

Textmetadata
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 Socratic graph.