ArticleEco-Environment & Health2026
Deciphering the drivers of antibiotic resistance gene transmission in the megacity: Co-occurring contaminants and bacterial community.
Article in Eco-Environment & Health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Urban waters are widely contaminated with co-occurring microplastics and antibiotics. Human-land interactions (e.g., wastewater discharge, stormwater runoff, and land use) drive contaminant distribution and antimicrobial resistance. Nevertheless, there is a lack of systematic research evaluating the role of co-occurring contaminants in shaping the spread of antibiotic resistance genes (ARGs). In this study, a metagenomic approach was used to characterize the diversity and distribution of ARGs based on contaminant co-occurring patterns. The random forests and partial least squares path model (PLS-PM) were used to identify and prioritize the factors impacting ARGs, leading to a thorough environmental health ecological risk evaluation. Industrial waters, especially pharmaceutical factories, were significant reservoirs and hotspots for the development of ARGs. Urban estuaries further gathered and amplified the effects of co-occurring contaminants, thereby enhancing the prevalence of ARGs. The potential spread of ARGs was dominated by contaminant co-occurring patterns in urban waters, whereas microbial communities dominated in sediments. Urban zoning comprehensively affected environmental health risks, indicating that environmental management strategies, such as controlling pollution sources and implementing remediation, should prioritize water bodies in agricultural areas and sediments in commercial/residential areas.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.