Evidence map›Paper›PMID 41971327›Full record

ArticleFrontiers in microbiology2026

Assessing the individual and combined effects of ZnO nanoparticles and glyphosate on the gut microbiota of tadpoles.

Han Xue-Dong, Guo Peng, Tong Qing, Yang Hong-Sheng, Liu De-Cai

Abstract read
In one paragraph

Article in Frontiers in microbiology, 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

5 authors.

Han Xue-DongCollege of Biology and Agriculture, Jiamusi University, Jiamusi, China.
Guo PengCollege of Biology and Agriculture, Jiamusi University, Jiamusi, China.
Tong QingCollege of Biology and Agriculture, Jiamusi University, Jiamusi, China.
Yang Hong-ShengCollege of Biology and Agriculture, Jiamusi University, Jiamusi, China.
Liu De-CaiCollege of Biology and Agriculture, Jiamusi University, Jiamusi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Freshwater co-contamination by zinc oxide nanoparticles (ZnO NPs) and glyphosate poses a rising threat to amphibians. While the gut microbiota is central to host metabolism and immunity, the individual and synergistic impacts of these pollutants on tadpole microbial homeostasis-and the resulting vulnerability-remain largely unexplored. Methods: This study examines the impact of ZnO NPs and glyphosate, alone and combined, on the gut microbiota of Results: Diversity analyses revealed significant alterations in alpha and beta diversity indices, with the ZnO and glyphosate treatments individually and synergistically disrupting microbial communities. The gut microbiota dysbiosis index (MDI) was elevated in treated groups, indicating microbial imbalance. Dominant phyla such as Firmicutes, Proteobacteria, and Actinobacteriota exhibited significant shifts in abundance across treatments. Functional pathway predictions via Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis highlighted disruptions in metabolic processes, immune function, and disease-related pathways. Ecological assembly models suggested that deterministic processes predominantly governed microbiota changes under pollutant exposure. These findings underscore the detrimental impact of ZnO NPs and glyphosate on amphibian gut microbiota, with potential implications for amphibian health and ecosystem stability. Discussion: By integrating diversity metrics, a dysbiosis index, and community assembly models, we show that ZnO NPs and glyphosate can shift the tadpole gut microbiota toward an alternative functional state. This links mixture pollution to microbiota-mediated vulnerability and provides microbial biomarkers and mechanistic targets for amphibian risk assessment.

Indexed as

amphibian healthecotoxicologyglyphosate exposuregut microbiotamicrobial diversityzinc oxide nanoparticles

Identifiers

PMID41971327
PMCPMC13062192

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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.