Source Jouranl of CSCD
Source Journal of Chinese Scientific and Technical Papers
Included as T2 Level in the High-Quality Science and Technology Journals in the Field of Environmental Science
Core Journal of RCCSE
Included in the CAS Content Collection
Included in the JST China
Indexed in World Journal Clout Index (WJCI) Report
Volume 44 Issue 4
Apr.  2026
Turn off MathJax
Article Contents
LONG Xi, ZHANG Baowen, TIAN Jing, XIONG Jianbing, SUN Wenyu, WANG Tao. Effects of cooperative regulation by long-and short-chain quorum sensing signaling molecules on metabolic efficacy of sulfamethoxazole in electroactive biofilms[J]. ENVIRONMENTAL ENGINEERING , 2026, 44(4): 47-56. doi: 10.13205/j.hjgc.202604006
Citation: LONG Xi, ZHANG Baowen, TIAN Jing, XIONG Jianbing, SUN Wenyu, WANG Tao. Effects of cooperative regulation by long-and short-chain quorum sensing signaling molecules on metabolic efficacy of sulfamethoxazole in electroactive biofilms[J]. ENVIRONMENTAL ENGINEERING , 2026, 44(4): 47-56. doi: 10.13205/j.hjgc.202604006

Effects of cooperative regulation by long-and short-chain quorum sensing signaling molecules on metabolic efficacy of sulfamethoxazole in electroactive biofilms

doi: 10.13205/j.hjgc.202604006
  • Received Date: 2025-12-04
    Available Online: 2026-06-06
  • Publish Date: 2026-04-01
  • Wastewater containing high concentrations of sulfamethoxazole (SMX) significantly inhibits anaerobic microorganisms, leading to reduced organic matter degradation efficiency and decreased methane yield in anaerobic digestion processes. This study investigated the effects of adding short-chain (C6-HSL) and long-chain (C12-HSL) signaling molecules on the construction, performance, and antibiotic resistance genes (ARGs) of anaerobic electroactive biofilm systems within a microbial electrochemically coupled anaerobic digestion (MEC-AD) system. Results indicated that, compared to the control group (without added signaling molecules), the relative SMX removal rates in the C6-HSL group (T1), the C12-HSL group (T2), and the dual-treated group (T3) increased by 9.26%, 7.44%, and 10.67%, respectively, while methane production rates increased by 20.4%, 16.9%, and 23.1%, respectively. The signaling molecule N-acyl-γ-lactones (AHLs) significantly enhanced the attachment of electroactive microorganisms to the anode electrode by promoting extracellular polymer production. Microbial community analysis revealed that AHLs enhanced microbial diversity and regulated the abundance of key functional bacteria. At the genus level, Georgenia exhibited significantly differential responses to different signal molecules: relative abundance increased by 16.77% and 36.47% in T1 and T3 groups, respectively, while decreasing by 15.99% in T2 group. ARGs analysis results showed that single signaling molecules increased the abundance of intl1, sul1, and sul2. However, the T3 group exhibited a milder response, with sul2 abundance decreasing by 4.92% compared to the control group. This finding indicates that the synergistic effect of composite AHLs helps mitigate the amplification of potential ARG-carrying bacteria. This study reveals, for the first time, the role of short-chain and long-chain composite AHLs in promoting electroactive biofilm formation, maintaining microbial community stability, and regulating ARG transmission risks. It can provide a feasible pathway for developing antibiotic wastewater treatment and risk management strategies based on quorum sensing regulation.
  • loading
  • [1]
    GAHROUEI A E,VAKILI S,ZANDIFAR A,et al. From wastewater to clean water:Recent advances on the removal of metronidazole,ciprofloxacin,and sulfamethoxazole antibiotics from water through adsorption and advanced oxidation processes(AOPs)[J]. Environmental Research,2024,252:119029.
    [2]
    WANG B Q,XU Z X,DONG B. Occurrence,fate,and ecological risk of antibiotics in wastewater treatment plants in China:A review[J]. Journal of Hazardous Materials,2024,469:133925.
    [3]
    ZHOU L,LI J,LU X,et al. Simultaneous effects of nanoscale zero-valent iron on wastewater decontamination and energy generation:Mechanisms of sulfamethoxazole degradation and methanogenesis[J]. Journal of Hazardous Materials,2025,481:136569.
    [4]
    TANG T T,LIU M,CHEN Y,et al. Influence of sulfamethoxazole on anaerobic digestion:Methanogenesis,degradation mechanism and toxicity evolution[J]. Journal of Hazardous Materials,2022,431:128540.
    [5]
    JIN H Q,JIANG R J,WANG Z R,et al. Research progress on effects of typical antibiotics on sludge anaerobic digestion efficiency and regulation strategies[J]. Environmental Engineering,2024,42(7):49- 59. 金翝启,姜荣杰,王子睿,等。典型抗生素对污泥厌氧消化效能的影响及调控策略研究进展[J]. 环境工程,2024,42(7):49- 59.
    [6]
    LIU J,YUN S,WANG K,et al. Enhanced methane production in microbial electrolysis cell coupled anaerobic digestion system with MXene accelerants[J]. Bioresource Technology,2023,380:129089.
    [7]
    ZHANG X,LI R. Electrodes bioaugmentation promotes the removal of antibiotics from concentrated sludge in microbial electrolysis cells[J]. Science of the Total Environment,2020,715:136997.
    [8]
    DU Q,MU Q,WU G. Metagenomic and bioanalytical insights into quorum sensing of methanogens in anaerobic digestion systems with or without the addition of conductive filter[J]. Science of the Total Environment,2021,763:144509.
    [9]
    CUI X,HE J,CHU Z,et al. Effects of exogenous N-acyl homoserine lactones(AHLs)on methanogenic activities and microbial community differences during anaerobic digestion[J]. Journal of Environmental Management,2024,355:120449.
    [10]
    MA X X,LIU D D,CHU X,et al. Effects of exogenous signaling molecules on anaerobic sludge digestion:Quorum sensing and antibiotic resistance genes[J]. Bioresource Technology,2024,414:131624.
    [11]
    ZHOU J,XU M,CAO D,et al. Enhanced anaerobic digestion performance through acyl homoserine lactone-mediated quorum sensing and supplemental voltage regulation[J]. Fermentation,2025,11(3):117.
    [12]
    GAO J,DUAN Y,LIU Y,et al. Long- and short-chain AHLs affect AOA and AOB microbial community composition and ammonia oxidation rate in activated sludge[J]. Journal of Environmental Sciences,2019,78:53- 62.
    [13]
    FENG H J,DING Y C,WANG M Z,et al. Where are signal molecules likely to be located in anaerobic granular sludge?[J]. Water Research,2014,50:1- 9.
    [14]
    XU Y,CURTIS T,DOLFING J,et al. N-acyl-homoserine-lactones signaling as a critical control point for phosphorus entrapment by multi-species microbial aggregates[J]. Water Research,2021,204:117627.
    [15]
    CHEN P Z,XU K,FANG Z W,et al. Metallic Co4N porous nanowire arrays activated by surface oxidation as electrocatalysts for the oxygen evolution reaction[J]. Angewandte Chemie-International Edition,2015,54(49):14710- 14714.
    [16]
    LIU Y F,SHI X X,CHEN X X,et al. Spatial distribution and risk assessment of antibiotics in 15 pharmaceutical plants in the pearl river delta[J]. Toxics,2023,11(4):382.
    [17]
    WANG Y B,CHENG Y,ZHANG W,et al. Mechanism of PAC promoting direct electron transfer to enhance anaerobic digestion of SMX wastewater[J]. Chinese Journal of Environmental Engineering,2024,18(7):1901- 1912. 王永斌,成宇,张唯,等. PAC 促进直接电子传递强化厌氧消化处理 SMX 废水的机制[J]. 环境工程学报,2024,18(7):1901- 1912.
    [18]
    PROHIM Y M,CAYETANO R D A,ANBURAJAN P,et al. Enhancement of biomethane recovery from batch anaerobic digestion by exogenously adding an N-acyl homoserine lactone cocktail[J]. Chemosphere,2023,312:137188.
    [19]
    ZAKARIA B S,DHAR B R. Changes in syntrophic microbial communities,EPS matrix,and gene-expression patterns in biofilm anode in response to silver nanoparticles exposure[J]. Science of the Total Environment,2020,734:139395.
    [20]
    XUE L F,WANG N Y,GAO Y Q,et al. Nonconductive anode-associated biocarrier achieved differentiated functional bacteria enrichment and relieved the competitive pressure on anodic biofilm of microbial electrolysis cells[J]. Chemical Engineering Journal,2023,453:139766.
    [21]
    WALTERS W,HYDE E R,BERG-LYONS D,et al. Improved bacterial 16S rRNA gene(V4 and V4-5)and fungal internal transcribed spacer marker gene primers for microbial community surveys[J]. mSystems,2016,1(1):9- 15.
    [22]
    IAKOVIDES I C,MICHAEL-KORDATOU I,MOREIRA N F F,et al. Continuous ozonation of urban wastewater:Removal of antibiotics,antibiotic-resistant Escherichia coli and antibiotic resistance genes and phytotoxicity[J]. Water Research,2019,159:333- 347.
    [23]
    LÜ L Y,FENG C D,LI W G,et al. Exogenous N-acyl-homoserine lactones promote the degradation of refractory organics in oligotrophic anaerobic granular sludge[J]. Science of the Total Environment,2021,761:143289.
    [24]
    LIU Y,ZHAO W,XI Y,et al. Acyl homoserine lactone-based regulation strategy for improved methane production in anaerobic digestion of agricultural wastes[J]. Applied Energy,2024,358:122621.
    [25]
    XUE J L,MA H,DONG X,et al. Insights into the response of electroactive biofilm with petroleum hydrocarbons degradation ability to quorum sensing signals[J]. Journal of Hazardous Materials,2024,471:134407.
    [26]
    YUAN B Y,KONG Y H,TAO Y,et al. Correlation between intracellular electron transfer and gene expression for electrically conductive pili in electroactive bacteria during anaerobic digestion with ethanol[J]. Water Research,2024,265:122307.
    [27]
    CAO J,WU Y,ZHAO J,et al. Phosphorus recovery as vivianite from waste activated sludge via optimizing iron source and pH value during anaerobic fermentation[J]. Bioresource Technology,2019,293:122088.
    [28]
    DING Y C,FENG H J,HUANG W K,et al. The effect of quorum sensing on anaerobic granular sludge in different pH conditions[J]. Biochemical Engineering Journal,2015,103:270- 276.
    [29]
    XUE W D,ZHOU Q X,LI F X. Bacterial community changes and antibiotic resistance gene quantification in microbial electrolysis cells during long-term sulfamethoxazole treatment[J]. Bioresource Technology,2019,294:122170.
    [30]
    LI F L,ZHOU L,WANG S,et al. Electroactive biofilms alter the EPS structure and metabolic pathways to sense potential and tetracycline[J]. Journal of Hazardous Materials,2025,488:137414.
    [31]
    LI B,SUN J D,TANG C,et al. Coordinated response of Au-NPs/rGO modified electroactive biofilms under phenolic compounds shock:Comprehensive analysis from architecture,composition,and activity[J]. Water Research,2021,189:116589.
    [32]
    LIU X,ZHUO S,JING X,et al. Flagella act as Geobacter biofilm scaffolds to stabilize biofilm and facilitate extracellular electron transfer[J]. Biosensors& Bioelectronics,2019,146:111748.
    [33]
    CHEN R,XU R,HUANG J,et al. N-acyl-homoserine-lactones as a critical factor for biofilm formation during the initial adhesion stage in drinking water distribution systems[J]. Environmental Pollution,2024,366:125489.
    [34]
    ZHANG Y C,ZHANG J,HOU A Y,et al. Effects of extracellular polymeric substances and signal molecules on anammox sludge activity[J]. China Environmental Science,2019,39(10):4133- 4140. 张亚超,张晶,侯爱月,等. 胞外聚合物和信号分子对厌氧氨氧化污泥活性的影响[J]. 中国环境科学,2019,39(10):4133- 4140.
    [35]
    ZHANG Z,CAO R,JIN L,et al. The regulation of N-acyl-homoserine lactones(AHLs)-based quorum sensing on EPS secretion via ATP synthetic for the stability of aerobic granular sludge[J]. The Science of the Total Environment,2019,673:83- 91.
    [36]
    PAN J Y,HU J P,LIU B C,et al. Enhanced quorum sensing of anode biofilm for better sensing linearity and recovery capability of microbial fuel cell toxicity sensor[J]. Environmental Research,2020,181:108906.
    [37]
    DUONG C M,LIM T T. Optimization and microbial diversity of anaerobic co-digestion of swine manure with waste kitchen oil at high organic loading rates[J]. Waste Management,2022,154:199- 208.
    [38]
    TANG P,LI J,ZHANG J,et al. Enrichment of comammox Nitrospira from three different seed sludges with addition of signaling molecules[J]. Water Research,2025,268:122617.
    [39]
    WANG C X,WANG Y L,WANG Y B,et al. Impacts of food waste to sludge ratios on microbial dynamics and functional traits in thermophilic digesters[J]. Water Research,2022,219:118590.
    [40]
    AI J,ZONG Y X,YANG X Y,et al. Functional microbial communities in the hydrolysis-acidogenesis stage promote sludge viral inactivation under anaerobic digestion[J]. Water Research,2026,288:124751.
    [41]
    CAI Z X,NONG R X,DONG S T,et al. Understanding the potential role of microbial electrolysis cells in promoting electron transfer and microbial metabolism during the drying period in treating metformin-containing wastewater with an adsorption-biological coupling system[J]. Journal of Environmental Management,2025,380:125027.
    [42]
    ZHANG X L,LI R X,SONG J T,et al. Combined phyto-microbial-electrochemical system enhanced the removal of petroleum hydrocarbons from soil:A profundity remediation strategy[J]. Journal of Hazardous Materials,2021,420:126592.
    [43]
    LIU X W,HUANG C,YU H X,et al. Quorum sensing regulating the heterogeneous transformation of antibiotic resistance genes in microplastic biofilms[J]. Journal of Environmental Chemical Engineering,2024,12(5):113698.
    [44]
    YU H X,SU Y L,GUAN X H. Nano zero-valent iron-mediated synergism chemical reduction and biological degradation of azo dye:The multiple regulation roles towards electron transfer and stress responses[J]. Environmental Research,2025,286:123046.
    [45]
    GAO Q,ZHAI W X,FU W C,et al. Sulfidated Nano Zero-Valent Iron Sludge Biochar Composites for Efficient Tannic Acid Removal and Enhanced Anaerobic Digestion[J]. Processes,2025,13(4):1084.
    [46]
    HAN Y,LUO Y,ZHANG L,et al. Deciphering the mechanistic insight into modified biochar for distinct anaerobic digestion processes:Surface functional groups and electron-transmitting capabilities[J]. Journal of Environmental Chemical Engineering,2025,13(2):115581.
    [47]
    MA P Y,YIN B B,WU M H,et al. Synergistic enhancement of microbes-to-pollutants and inter-microbes electron transfer by Fe,N modified ordered mesoporous biochar in anaerobic digestion[J]. Journal of Hazardous Materials,2024,476:135030.
    [48]
    WANG J F,LIU Q J,DONG D Y,et al. AHLs-mediated quorum sensing threshold and its response towards initial adhesion of wastewater biofilms[J]. Water Research,2021,194:135030.
    [49]
    SUáREZ E,TOBAJAS M,MOHEDANO A F,et al. Biowaste management by hydrothermal carbonization and anaerobic co-digestion:Synergistic effects and comparative metagenomic analysis[J]. Waste Management,2024,180:1- 8.
    [50]
    ZHU Y L,LYU T,LI D Y,et al. Process mechanisms of nanobubble technology enhanced hydrolytic acidification of anaerobic digestion of lignocellulosic biomass[J]. Chemical Engineering Journal,2024,480:147956.
    [51]
    HUANG W J Z,HU Q,QIU B,et al. Improved methanogenesis in anaerobic wastewater treatment by magnetite@polyaniline(Fe3O4@PANI)composites[J]. Chemosphere,2022,296:133953.
    [52]
    HAN N N,WANG X P,JIN J A,et al. Underrated risk of antibiotic resistance genes dissemination mediated by bioaerosols released from anaerobic biological wastewater treatment system[J]. Water Research,2025,279:123463.
    [53]
    PENG C,WANG T,JIANG L,et al. Intermittent energisation of microbial electrolysis cells enhances methanogenesis and reduces antibiotic resistance genes risk in sludge anaerobic digestion[J]. Chemical Engineering Journal,2025,522:167188.
    [54]
    LI L Z,GUAN W K,FAN Y H,et al. Zinc/carbon nanomaterials inhibit antibiotic resistance genes by affecting quorum sensing and microbial community in cattle manure production[J]. Bioresource Technology,2023,387:129648.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (8) PDF downloads(0) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return