Evidence map›Paper›PMID 41163411›Full record

ArticleMolecular ecology2025

Environmental RNA-Based Metatranscriptomics as a Novel Biomonitoring Tool: A Case Study of Glyphosate-Based Herbicide Effects on Freshwater Eukaryotic Communities.

Xiaoping He, Takahiro Maruki, Wendy B Morgado-Gamero, Rowan D H Barrett, Vincent Fugère, Gregor F Fussmann, Andrew Gonzalez, B Jesse Shapiro, Melania E Cristescu

Abstract read
In one paragraph

Article in Molecular ecology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

9 authors.

Xiaoping HeDepartment of Biology, McGill University, Montreal, Quebec, Canada.ORCID 0000-0002-0697-6501
Takahiro MarukiDepartment of Biology, McGill University, Montreal, Quebec, Canada.ORCID 0000-0001-9639-4304
Wendy B Morgado-GameroDepartment of Biology, McGill University, Montreal, Quebec, Canada.ORCID 0000-0003-2394-2589
Rowan D H BarrettDepartment of Biology, McGill University, Montreal, Quebec, Canada.ORCID 0000-0003-3044-2531
Vincent FugèreQuebec Centre for Biodiversity Science (QCBS), Montreal, Quebec, Canada.
Gregor F FussmannDepartment of Biology, McGill University, Montreal, Quebec, Canada.
Andrew GonzalezDepartment of Biology, McGill University, Montreal, Quebec, Canada.
B Jesse ShapiroQuebec Centre for Biodiversity Science (QCBS), Montreal, Quebec, Canada.
Melania E CristescuDepartment of Biology, McGill University, Montreal, Quebec, Canada.ORCID 0000-0002-0854-4040

Funding

Canada First Research Excellence FundGenome CanadaNSERC Discovery Grantthe Government of Canada's New Frontiers in Research Fund
6 · The paper itself

Abstract

Traditional morphology- and molecular-based biodiversity surveys provide essential information on species composition and diversity, but they rarely provide information about the physiological states of organisms, which are key indicators of ecosystem health. Environmental RNA (eRNA) has the potential to significantly enhance biomonitoring by providing insights beyond species detection. Recent studies suggest that extra-organismal RNA released into the environment could help identify differentially expressed genes of single species. However, the feasibility of eRNA-based metatranscriptomics on complex environmental samples, containing both extra-organismal and organismal eukaryotic RNA, remains untested due to numerous experimental and analytical challenges. In this study, we explored the potential of eRNA-based metatranscriptomics, enriched for eukaryotes, as a tool to monitor environmental stress. We used outdoor mesocosms to examine the acute effects of a glyphosate-based herbicide (GBH) on gene transcription across diverse freshwater eukaryotic taxa. Our metatranscriptomics data revealed diverse eukaryotic taxa spanning multiple trophic levels, including phytoplankton, zooplankton, ciliates, and aquatic insects. GBH treatment significantly altered the relative transcript abundances of most eukaryotic classes, with longer-lived taxa demonstrating greater tolerance compared to shorter-lived taxa. Differential expression analysis showed more gene downregulation than upregulation in response to GBH, likely due to its acute toxicity. Many differentially expressed genes were involved in molecular pathways associated with responses to GBH exposure, such as oxidative stress response and detoxification. Our results demonstrate that eRNA-based metatranscriptomics captures transcriptional signals from diverse aquatic eukaryotic taxa, providing insights into functional gene expression. As such, its application to support environmental monitoring of aquatic ecosystems warrants further exploration.

Indexed as

Biological MonitoringEnvironmental MonitoringEukaryotaGlycineHerbicidesRNATranscriptomeAnimalsEcosystemFresh WaterGene Expression ProfilingGlyphosateWater Pollutants, ChemicalGlycineGlyphosateHerbicidesRNAWater Pollutants, Chemicalbiodiversity surveyenvironmental biomonitoringenvironmental transcriptomicsgene expressionoxidative stress responseplankton

Identifiers

PMID41163411
PMCPMC12617048

What Socratic 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 Socratic graph.