Evidence map›Paper›PMID 41875156›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Phages drive the dissemination of antibiotic resistance genes by facilitating host adaptation to heavy metal stress.

Luo-Qin Shen, Lu Wang, Zhiyuan Yao, Da Lin, Yu-Qiu Ye, Wan-Rong Zhang, Mao Ye, Ming-Ming Sun, Shuai Du, Di Wu and 2 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

12 authors.

Luo-Qin ShenState Key Laboratory of Regional and Urban Ecology, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China.
Lu WangState Key Laboratory of Regional and Urban Ecology, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China.ORCID 0009-0006-6646-6323
Zhiyuan YaoSchool of Civil & Environmental Engineering and Geography Science, State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo 315211, China.
Da LinState Key Laboratory of Regional and Urban Ecology, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China.
Yu-Qiu YeCollege of Environmental Science and Engineering, Ocean University of China, Qingdao 266100, China.
Wan-Rong ZhangYunnan Provincial Key Lab of Soil Carbon Sequestration and Pollution Control, Faculty of Environmental Science & Engineering, Kunming University of Science & Technology, Kunming 650500, China.
Mao YeNational Engineering Research Center for Soil Nutrient Management and Pollution Remediation, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China.ORCID 0000-0001-5908-8308
Ming-Ming SunSoil Ecology Lab, Nanjing Agricultural University, Nanjing 210095, China.ORCID 0000-0002-5550-6813
Shuai DuState Key Laboratory of Regional and Urban Ecology, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China.
Di WuInstitute for Global Food Security, School of Biological Sciences, Queen' s University, Belfast BT9 5DL, United Kingdom.
Patrick O'ConnorCentre for Global Food and Resources, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide 500S, Australia.ORCID 0000-0002-8966-9370
Dong ZhuState Key Laboratory of Regional and Urban Ecology, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China.ORCID 0000-0002-0826-6423

Funding

MOST | National Key Research and Development Program of China (NKPs) 2024YFE0106300MOST | National Natural Science Foundation of China (NSFC) 22193062Ningbo Yongjiang Talent Project 2022A-163-GYouth Innovation Promotion Association of the Chinese Academy of Sciences (CAS YIPA) 2023321
6 · The paper itself

Abstract

Heavy metals are increasingly recognized as major drivers of antibiotic resistance gene (ARG) dissemination in soil ecosystems. However, the role of phages in heavy metal-driven ARG dissemination and the underlying mechanisms remain poorly understood. Here, through integrative metagenomic, viromics, and metabolomic analyses of paddy soils across China, we reveal that soil phages promote ARG dissemination under heavy metal stress, likely through two potential mechanisms. First, phage-encoded auxiliary metabolic genes (AMGs) reprogram host metabolism to enhance bacterial survival and adaptation, thereby facilitating the cotransfer of adjacent ARGs and indirectly promoting horizontal dissemination. Second, phage-encoded heavy metal detoxification genes (HDGs) directly mediate metal detoxification, driving the cotransfer of neighboring ARG fragments and inducing lipid peroxidation-associated increases in membrane permeability, which collectively enhance ARG mobilization. We further identify a significant enrichment of lysogenic phages coharboring ARGs with AMGs or HDGs (AMG-ARG and HDG-ARG fragments), underscoring their contribution to ARG dissemination. Phage transplantation experiments confirm that elevated heavy metal stress triggers lysogenic phage-mediated ARG transduction to bacterial hosts. Cumulatively, our experiments highlight the pivotal role of phages in mediating ARG transfer under heavy metal pressure and underscore the necessity of incorporating phage dynamics into ARG risk assessments.

Indexed as

BacteriaBacteriophagesDrug Resistance, BacterialDrug Resistance, MicrobialMetals, HeavyAdaptation, PhysiologicalSoil MicrobiologyStress, PhysiologicalMetals, Heavyantibiotic resistance genesauxiliary metabolic genesheavy metal detoxification genesphage–host interactionssoil virus

Identifiers

PMID41875156
PMCPMC13037928

What OpenQuestion 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 OpenQuestion graph.