TY - JOUR
T1 - Microcystins 'steer' antibiotic resistome dynamics by synergetic metabolism and horizontal gene transfer in a megacity's water supply catchment microbiota
AU - Jiao, Xurui
AU - Ji, Wenhui
AU - Zhang, Xinnian
AU - Zhang, Song
AU - Dolfing, Jan
AU - Yang, Kai
AU - Xie, Bing
AU - Zhang, Yinghua
AU - Feng, Jun
AU - Wu, Dong
N1 - Publisher Copyright:
Copyright © 2026 Elsevier B.V. All rights reserved.
PY - 2026/3/1
Y1 - 2026/3/1
N2 - The proliferation of Microcystis has been linked to the widespread occurrence of antibiotic resistance genes (ARGs). Yet, the underlying mechanisms driven by the proliferation-induced microbial metabolic interactions and elevated microcystins (MCs) levels remain unclear. Here, through a year-long field study conducted in Shanghai's largest drinking water supply catchment, we demonstrated that Microcystis proliferation significantly increased ARG relative abundance (by 0.28 ± 0.05 log10(RPKM+1), corresponding to an approximately 60 % increase in abundance; P < 0.05, n = 63) and markedly reshaped the resistome structure (PERMANOVA, P < 0.01). During the whole Microcystis biomass cycle, the MCs were identified as the most predominant driver of the dynamics of waterborne ARGs (SNPs-RDA > 0.6, P < 0.01). Metagenomic binning and metabolic network reconstruction revealed that MC enhanced metabolic cooperation between ARG hosts and surrounding microorganisms (iNAP, Student's T-test, P < 0.001), suggesting MC-involved and nutrient co-metabolism that facilitated persistence of ARGs and the associated bacteria. Furthermore, plasmid conjugation experiments indicated that MCs significantly elevated plasmid-mediated ARG-transfer efficiency by twofold (Wilcoxon test, P < 0.05), promoting the spread of multidrug-resistant genes such as MexB, which may enable MCs to efflux. To quantify these effects, an MC index (MI) and a physiochemical index (PI) were developed, co-explaining > 80 % of ARG variation and identifying dissemination thresholds (TITAN, MI > 0.490 and PI > -0.032) for dominant resistance types. Our findings highlight MC as a natural promoter of ARG transmission, and the proposed indices offer viable tools for monitoring and mitigating antibiotic resistance in drinking water sources.
AB - The proliferation of Microcystis has been linked to the widespread occurrence of antibiotic resistance genes (ARGs). Yet, the underlying mechanisms driven by the proliferation-induced microbial metabolic interactions and elevated microcystins (MCs) levels remain unclear. Here, through a year-long field study conducted in Shanghai's largest drinking water supply catchment, we demonstrated that Microcystis proliferation significantly increased ARG relative abundance (by 0.28 ± 0.05 log10(RPKM+1), corresponding to an approximately 60 % increase in abundance; P < 0.05, n = 63) and markedly reshaped the resistome structure (PERMANOVA, P < 0.01). During the whole Microcystis biomass cycle, the MCs were identified as the most predominant driver of the dynamics of waterborne ARGs (SNPs-RDA > 0.6, P < 0.01). Metagenomic binning and metabolic network reconstruction revealed that MC enhanced metabolic cooperation between ARG hosts and surrounding microorganisms (iNAP, Student's T-test, P < 0.001), suggesting MC-involved and nutrient co-metabolism that facilitated persistence of ARGs and the associated bacteria. Furthermore, plasmid conjugation experiments indicated that MCs significantly elevated plasmid-mediated ARG-transfer efficiency by twofold (Wilcoxon test, P < 0.05), promoting the spread of multidrug-resistant genes such as MexB, which may enable MCs to efflux. To quantify these effects, an MC index (MI) and a physiochemical index (PI) were developed, co-explaining > 80 % of ARG variation and identifying dissemination thresholds (TITAN, MI > 0.490 and PI > -0.032) for dominant resistance types. Our findings highlight MC as a natural promoter of ARG transmission, and the proposed indices offer viable tools for monitoring and mitigating antibiotic resistance in drinking water sources.
KW - Antibiotic resistome
KW - Horizontal gene transfer
KW - Metagenome synergetic metabolism
KW - Microcystins index
KW - Microcystis biomass circle
UR - https://www.scopus.com/pages/publications/105033291048
U2 - 10.1016/j.jhazmat.2026.141525
DO - 10.1016/j.jhazmat.2026.141525
M3 - 文章
C2 - 41713270
AN - SCOPUS:105033291048
SN - 0304-3894
VL - 505
SP - 141525
JO - Journal of Hazardous Materials
JF - Journal of Hazardous Materials
ER -