ArticleToxics2025
Pesticide Residues Reduce Bacterial Diversity but Enhance Stability via Network Motif Restructuring.
Article in Toxics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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
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Who cites it
3 citing papers in PubMed.
- Short-Term Pesticide Exposure Reshapes Soil Fungal Communities in a Soil-Dependent Manner.Journal of fungi (Basel, Switzerland) · 2026Article
- Elucidating the molecular mechanisms linking bisphenol A to breast cancer: an integrated study of bioinformatics, machine learning, and molecular docking.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Diflufenican Perturbation Reshapes Bacterial Community Structure and Alters Functional Potential Across Agricultural Soil Depths.Microorganisms · 2026Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Agricultural intensification in greenhouse systems leads to a substantial accumulation of pesticides, yet its role in reshaping soil microbial interactions and their network stability remains poorly understood. This study reveals a critical ecological paradox: contrary to classical theory, greenhouse soils under chronic pesticide contamination exhibit significantly enhanced network stability (quantified as the robustness of network global efficiency under targeted node removal simulations) despite a concurrent sharp decline in bacterial diversity. We investigated this counter-intuitive phenomenon by integrating 16S rRNA sequencing, motif-based network analysis, and resilience modeling. Our findings suggest that this enhanced stability is not explained by species richness but, rather, coincides with a fundamental restructuring of the network's local interaction architecture. Pesticide residues, acting as a strong deterministic selection pressure, shaped the microbial community into a "low-aggregation, high-redundancy" network topology. This was characterized by a decrease in highly clustered, "brittle" interaction motifs (e.g., M3-2) and an increase in sparse triangular anti-motifs (e.g., M3-1). This new architecture mitigates the risk of cascading failures, thereby elevating the network's collapse threshold. Triazole fungicides (e.g., Tricyclazole and Hexaconazole) were significantly associated with this structural shift. Our study establishes a novel mechanistic link from pesticide stress to motif-level restructuring and enhanced system stability, offering new insights for assessing the health of highly stressed agricultural ecosystems.
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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.