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Li H, Xia W, Guo H, Wang Y, Wang Q, Zhang G, Ma Q, Zhou J, Wang T. Auxin inhibited colonization of antibiotic resistant bacteria in soybean sprouts and spread of resistance genes to endophytic bacteria: Highlighting energy metabolism and immunity mechanism. JOURNAL OF HAZARDOUS MATERIALS 2025; 493:138280. [PMID: 40252322 DOI: 10.1016/j.jhazmat.2025.138280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 03/28/2025] [Accepted: 04/12/2025] [Indexed: 04/21/2025]
Abstract
Antibiotic resistant bacteria (ARB) and antibiotic resistance genes (ARGs) are widely in vegetables, posing health risk. Plant auxins are commonly used to enhance vegetable yield, yet the regulatory mechanisms governing their impact on ARGs transmission to endophytic bacteria remain poorly understood. This study tracked ARB colonization and ARGs spread into endophytic bacteria in soybean sprouts exposed to gibberellin (GA) and 6-benzyladenine (BA). The application of GA and BA during the imbibition, sprouting, and germination periods of soybean sprouts all inhibited the transfer of ARB and ARGs. The enrichment of ARB and ARGs in different tissues of soybean sprouts was ranked as seed coat > hypocotyl > cotyledon. BA and GA enhanced the stability of plant cell wall-cell membrane system, promoted energy metabolism in plants, and activated the immunity mechanism. Especially, the plant hormone signal transduction pathway under GA exposure explained 44.8 % and 96.7 % of inhibition on ARB colonization and ARGs transfer, respectively; the plant-pathogen interaction pathway dominated the inhibition of antibiotic resistance under BA exposure, which explained 51 % and 65.9 % of inhibition on ARB colonization and ARGs transfer. These findings provide new insights into ARB colonization in soybean sprouts and the transmission of ARGs to endophytic bacteria under auxin stress.
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Affiliation(s)
- Hu Li
- School of Ecology and Environment, Ningxia University, Yinchuan 750021, China
| | - Wenhui Xia
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - He Guo
- College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China
| | - Yanjie Wang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China; Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, Shaanxi 712100, PR China
| | - Qi Wang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China; Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, Shaanxi 712100, PR China
| | - Guodong Zhang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China; Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, Shaanxi 712100, PR China
| | - Qiuling Ma
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China; Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, Shaanxi 712100, PR China
| | - Jian Zhou
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China; Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, Shaanxi 712100, PR China
| | - Tiecheng Wang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, PR China; Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, Shaanxi 712100, PR China.
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Zhao Z, Gao B, Li G, Yang H, Guo J, Zheng L, Huang F, Yu Z, Yu C, Zhang J, Cai M. Mitigating the vertical migration and leaching risks of antibiotic resistance genes through insect fertilizer application. ENVIRONMENTAL RESEARCH 2025; 276:121389. [PMID: 40086570 DOI: 10.1016/j.envres.2025.121389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2025] [Revised: 03/11/2025] [Accepted: 03/12/2025] [Indexed: 03/16/2025]
Abstract
The leaching and vertical migration risks of antibiotic resistance genes (ARGs) from fertilized soil to groundwater poses a significant threat to ecological and public safety. Insect fertilizer, particularly black soldier fly organic fertilizer (BOF), renowned for its minimal antibiotic resistance, emerge as a promising alternative for sustainable agricultural fertilization. This study employs soil-column leaching experiments to evaluate the impact of BOF on the leaching behavior of ARGs. Our results reveal that BOF significantly reduces the leaching risks of ARGs by 22.1 %-49.3 % compared to control organic fertilizer (COF). Moreover, BOF promotes the leaching of beneficial Bacillus and, according to random forest analysis, is the most important factor in predicting ARG profiles (3.02 % increase in the MSE). Further network analysis and mantel tests suggest that enhanced nitrogen metabolism in BOF leachates could foster Bacillus biofilm formation, thereby countering antibiotic-resistant bacteria (ARB) and mitigating antibiotic resistance. In addition, linear regression analysis revealed that Bacillus biofilm-associated genes pgaD (biofilm PGA synthesis protein), slrR (biofilm formation regulator), and kpsC (capsular polysaccharide export protein) were identified as pivotal in the elimination of ARGs, which can serve as effective indicators for assessing antibiotic resistance in groundwater. Collectively, this study demonstrates that BOF as an environmentally friendly fertilizer could markedly reduce the vertical migration risks of ARGs and proposes Bacillus biofilm formation related genes as reliable indicators for monitoring antibiotic resistance in groundwater.
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Affiliation(s)
- Zhengzheng Zhao
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Bingqi Gao
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Gen Li
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Huanhuan Yang
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Jiasheng Guo
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Longyu Zheng
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Feng Huang
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Ziniu Yu
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Chan Yu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, 430062, PR China
| | - Jibin Zhang
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China
| | - Minmin Cai
- National Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, National Engineering Research Center of Microbial Pesticides, Huazhong Agricultural University, Wuhan, 430070, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, Hubei, PR China.
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3
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Yu T, Liu Z, Hu B, Zhu L. Field-based investigation reveals selective enrichment of companion microbes in vegetables leading to specific accumulation of antibiotic resistance genes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 929:172636. [PMID: 38653418 DOI: 10.1016/j.scitotenv.2024.172636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/18/2024] [Accepted: 04/18/2024] [Indexed: 04/25/2024]
Abstract
Vegetables capture antibiotic resistance genes (ARGs) from the soil and then pass them on to consumers through the delivery chain and food chain, and are therefore the key node that may increase the risk of human exposure to ARGs. This study investigates the patterns and driving forces behind the transmission of ARGs from soil to vegetables by the commonly planted cash crops in the coastal region of southern China, i.e. broccoli, pumpkin, and broad bean, to investigate. The study used metagenomic data to reveal the microbial and ARGs profiles of various vegetables and the soil they are grown. The results indicate significant differences in the accumulation of ARGs among different vegetables harvested in the same area at the same time frame, and the ARGs accumulation ability of the three vegetables was in the order of broccoli, broad bean, and pumpkin. In addition, broccoli collected the highest number of ARGs in types (n = 14), while pumpkin (n = 13) does not obtain trimethoprim resistance genes and broad beans (n = 10) do not obtain chloramphenicol, fosmidomycin, quinolone, rifamycin, or trimethoprim resistance genes. Host tracking analysis shows a strong positive correlation (|rho| > 0.8, p < 0.05) between enriched ARGs and plant companion microbes. Enrichment analysis of metabolic pathways of companion microbes shows that vegetables exhibit a discernible enrichment of companion microbes, with significant differences among vegetables. This phenomenon is primarily due to the screening of carbohydrate metabolism capabilities among companion microbes and leads varied patterns of ARGs that spread from the soil to vegetables. This offers a novel insight into the intervention of foodborne transmission of ARGs.
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Affiliation(s)
- Tao Yu
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China.
| | - Zishu Liu
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China.
| | - Baolan Hu
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China.
| | - Lizhong Zhu
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China.
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Yan Z, He X, Ayala J, Xu Q, Yu X, Hou R, Yao Y, Huang H, Wang H. The Impact of Bamboo Consumption on the Spread of Antibiotic Resistance Genes in Giant Pandas. Vet Sci 2023; 10:630. [PMID: 37999453 PMCID: PMC10675626 DOI: 10.3390/vetsci10110630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/20/2023] [Accepted: 10/22/2023] [Indexed: 11/25/2023] Open
Abstract
The spread of antibiotic resistance genes (ARGs) in the environment exacerbates the contamination of these genes; therefore, the role plants play in the transmission of resistance genes in the food chain requires further research. Giant pandas consume different bamboo parts at different times, which provides the possibility of investigating how a single food source can affect the variation in the spread of ARGs. In this study, metagenomic analysis and the Comprehensive Antibiotic Resistance Database (CARD) database were used to annotate ARGs and the differences in gut microbiota ARGs during the consumption of bamboo shoots, leaves, and culms by captive giant pandas. These ARGs were then compared to investigate the impact of bamboo part consumption on the spread of ARGs. The results showed that the number of ARGs in the gut microbiota of the subjects was highest during the consumption of bamboo leaves, while the variety of ARGs was highest during the consumption of shoots. Escherichia coli, which poses a higher risk of ARG dissemination, was significantly higher in the leaf group, while Klebsiella, Enterobacter, and Raoultella were significantly higher in the shoot group. The ARG risk brought by bamboo shoots and leaves may originate from soil and environmental pollution. It is recommended to handle the feces of giant pandas properly and regularly monitor the antimicrobial and virulence genes in their gut microbiota to mitigate the threat of antibiotic resistance.
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Affiliation(s)
- Zheng Yan
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
- Key Laboratory for Biodiversity and Ecological Engineering of Ministry of Education, Department of Ecology, College of Life Sciences, Beijing Normal University, Beijing 100875, China
| | - Xin He
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - James Ayala
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - Qin Xu
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - Xiaoqiang Yu
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - Rong Hou
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - Ying Yao
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - He Huang
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
| | - Hairui Wang
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China; (Z.Y.); (J.A.); (Q.X.); (X.Y.); (R.H.); (Y.Y.); (H.H.)
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu 610081, China
- Sichuan Academy of Giant Panda, Chengdu 610081, China
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Mei Z, Fu Y, Wang F, Xiang L, Hu F, Harindintwali JD, Wang M, Virta M, Hashsham SA, Jiang X, Tiedje JM. Magnetic biochar/quaternary phosphonium salt reduced antibiotic resistome and pathobiome on pakchoi leaves. JOURNAL OF HAZARDOUS MATERIALS 2023; 460:132388. [PMID: 37639796 DOI: 10.1016/j.jhazmat.2023.132388] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 08/04/2023] [Accepted: 08/22/2023] [Indexed: 08/31/2023]
Abstract
Antibiotic resistance genes (ARGs) and human pathogenic bacteria (HPB) in leafy vegetable is a matter of concern as they can be transferred from soil, atmosphere, and foliar sprays, and poses a potential risk to public health. While traditional disinfection technologies are effective in reducing the presence of ARGs and HPB in soil. A new technology, foliar spraying with magnetic biochar/quaternary ammonium salt (MBQ), was demonstrated and applied to the leaf surface. High-throughput quantitative PCR targeting 96 valid ARGs and 16 S rRNA sequencing were used to assess its efficacy in reducing ARGs and HPB. The results showed that spraying MBQ reduced 97.0 ± 0.81% of "high-risk ARGs", associated with seven classes of antibiotic resistance in pakchoi leaves within two weeks. Water washing could further reduce "high-risk ARGs" from pakchoi leaves by 19.8%- 24.6%. The relative abundance of HPB closely related to numerous ARGs was reduced by 15.2 ± 0.23% with MBQ application. Overall, this study identified the potential risk of ARGs from leafy vegetables and clarified the significant implications of MBQ application for human health as it offers a promising strategy for reducing ARGs and HPB in leafy vegetables.
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Affiliation(s)
- Zhi Mei
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China; Faculty of Agriculture and Forestry Department of Microbiology, University of Helsinki, 00014, Finland
| | - Yuhao Fu
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Fang Wang
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Leilei Xiang
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Fang Hu
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jean Damascene Harindintwali
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Mingyi Wang
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; College of Geographical Sciences, Nantong University, Nantong 226001, China
| | - Marko Virta
- Faculty of Agriculture and Forestry Department of Microbiology, University of Helsinki, 00014, Finland
| | - Syed A Hashsham
- Center for Microbial Ecology, Department of Plant, Soil and Microbial Sciences, Michigan State University, MI 48824, USA; Department of Civil and Environmental Engineering, Michigan State University, MI 48824, USA
| | - Xin Jiang
- CAS State Key Laboratory of Soil & Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - James M Tiedje
- Center for Microbial Ecology, Department of Plant, Soil and Microbial Sciences, Michigan State University, MI 48824, USA
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Zhu Y, Liu Z, Hu B, Zhu L. Partitioning and migration of antibiotic resistance genes at soil-water-air interface mediated by plasmids. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 327:121557. [PMID: 37019265 DOI: 10.1016/j.envpol.2023.121557] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/13/2023] [Accepted: 04/02/2023] [Indexed: 06/19/2023]
Abstract
The partitioning and migration of antibiotic resistance genes (ARGs) at the interfaces of soil, water, and air play a critical role in the environmental transmission of antibiotic resistance. This study investigated the partitioning and migration of resistant plasmids as representatives of extracellular-ARGs (eARGs) in artificially constructed soil-water-air systems. Additionally, it quantitatively studied the influence of soil pH, clay mineral content, organic matter content, and simulated rainfall on the migration of eARGs via orthogonal experiments. The findings revealed that the sorption equilibrium between eARGs and soil can be attained within 3 h, following the two-compartment first-order kinetic model. The average partition ratio of eARGs in soil, water, and air is 7:2:1, and soil pH and clay mineral content are identified as the main influencing factors. The proportion of eARGs migrating from soil to water and air is 8.05% and 0.52%, respectively. Correlation and significance analyses showed that soil pH has a significant impact on the soil-water and soil-air mobility of eARGs, while clay content affects the percentage of peaks during migration. Moreover, rainfall exerts a noticeable impact on the timing of peaks during migration. This study provided quantitative insights into the proportion of eARGs in soil, water, and air and elucidated the key factors influencing the partitioning and migration of eARGs from the perspectives of the sorption mechanism.
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Affiliation(s)
- Yang Zhu
- Department of Environmental Science, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Zhejiang University, Hangzhou, 310058, China.
| | - Zishu Liu
- Department of Environmental Engineering, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
| | - Baolan Hu
- Department of Environmental Engineering, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
| | - Lizhong Zhu
- Department of Environmental Science, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Zhejiang University, Hangzhou, 310058, China.
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Fan X, Su J, Zhou S, An X, Li H. Plant cultivar determined bacterial community and potential risk of antibiotic resistance gene spread in the phyllosphere. J Environ Sci (China) 2023; 127:508-518. [PMID: 36522081 DOI: 10.1016/j.jes.2022.06.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 06/02/2022] [Accepted: 06/03/2022] [Indexed: 06/17/2023]
Abstract
The global increased antibiotic resistance level in pathogenic microbes has posed a significant threat to human health. Fresh vegetables have been recognized to be an important vehicle of antibiotic resistance genes (ARGs) from environments to human beings. Phyllosphere ARGs have been indicated to be changed with plant species, yet the influence of plant cultivar on the phyllospheric resistome is still unclear. Here, we detected the ARGs and bacterial communities in the phyllosphere of two cultivars of cilantros and their corresponding soils using high-throughput quantitative PCR technique and bacterial 16S rRNA gene-based high-throughput sequencing, respectively. We further identified the potential bacterial pathogens and analyzed the effects of plant cultivar on ARGs, mobile genetic elements (MGEs), microbiome and potential bacterial pathogens. The results showed that the cultivars did not affect the ARG abundance and composition, but significantly shaped the abundance of MGEs and the composition structure of bacteria in the phyllosphere. The relative abundance of potential bacterial pathogens was significantly higher in the phyllosphere than that in soils. Mantel test showed that the ARG patterns were significantly correlated to the patterns of potential bacterial pathogens. Our results suggested that the horizontal gene transfer of ARGs in the phyllosphere might be different between the two cultivars of cilantro and highlighted the higher risk of phyllospheric microorganisms compared with those in soils. These findings extend our knowledge on the vegetable microbiomes, ARGs, and potential pathogens, suggesting more agricultural and hygiene protocols are needed to control the risk of foodborne ARGs.
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Affiliation(s)
- Xiaoting Fan
- Key Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jianqiang Su
- Key Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shuyidan Zhou
- Key Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xinli An
- Key Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Hu Li
- Key Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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8
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Liu Y, Feng M, Johansen A, Cheng D, Xue J, Feng Y, Fan S, Li Z. Composting reduces the risks of antibiotic resistance genes in maize seeds posed by gentamicin fermentation waste. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 870:161785. [PMID: 36736399 DOI: 10.1016/j.scitotenv.2023.161785] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/19/2023] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
Using high-throughput quantitative PCR and next generation sequencing, the impact of land application of raw and composted gentamicin fermentation waste (GFW) on antibiotic resistance genes (ARGs) in maize seeds was studied in a three-year field trial. The raw and composted GFW changed both the bacterial community composition and the ARGs diversity in the maize seeds compared to non-amended controls and chemical fertilizer. The abundance of ARGs after raw GFW amendment was significantly higher than other treatments because of a high abundance of aadA1, qacEdeltal and aph(2')-Id-02; probably induced by gentamicin selection pressure in maize tissues. Meanwhile, the potential host of these three ARGs, pathogenic bacteria Tenacibaculum, also increased significantly in maize seeds after the application of raw GFW. But our result proved that composting could weaken the risk posed by GFW. We further reveal that the key biotic driver for shaping the ARG profiles in maize seeds is bacterial community followed by heavy metal resistance genes, and ARGs are more likely located on bacterial chromosomes. Our findings provide new insight into ARGs dispersal mechanism in maize seeds after long-term GFW application, demonstrate the potential benefits of composting the GFW to reduce risks as well as the potential efficient management method to GFW.
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Affiliation(s)
- Yuanwang Liu
- Hebei Key Laboratory of Heavy Metal Deep-Remediation in Water and Resource Reuse, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China; Key Laboratory of Plant Nutrition and Fertilizer, Ministry of Agriculture, China-New Zealand Joint Laboratory for Soil Molecular Ecology, Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Minmin Feng
- Hebei Key Laboratory of Heavy Metal Deep-Remediation in Water and Resource Reuse, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Anders Johansen
- Department of Environmental Science, Faculty of Technical Sciences, Aarhus University, Roskilde 4000, Denmark
| | - Dengmiao Cheng
- Research Center for Eco-Environmental Engineering, Dongguan University of Technology, Dongguan 523808, China
| | - Jianming Xue
- College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; Scion, Private Bag 29237, Christchurch 8440, New Zealand
| | - Yao Feng
- Key Laboratory of Plant Nutrition and Fertilizer, Ministry of Agriculture, China-New Zealand Joint Laboratory for Soil Molecular Ecology, Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Shuanghu Fan
- College of Life Science, Langfang Normal University, Langfang 065000, China
| | - Zhaojun Li
- Key Laboratory of Plant Nutrition and Fertilizer, Ministry of Agriculture, China-New Zealand Joint Laboratory for Soil Molecular Ecology, Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
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Riva V, Patania G, Riva F, Vergani L, Crotti E, Mapelli F. Acinetobacter baylyi Strain BD413 Can Acquire an Antibiotic Resistance Gene by Natural Transformation on Lettuce Phylloplane and Enter the Endosphere. Antibiotics (Basel) 2022; 11:1231. [PMID: 36140010 PMCID: PMC9495178 DOI: 10.3390/antibiotics11091231] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/03/2022] [Accepted: 09/06/2022] [Indexed: 12/03/2022] Open
Abstract
Antibiotic resistance spread must be considered in a holistic framework which comprises the agri-food ecosystems, where plants can be considered a bridge connecting water and soil habitats with the human microbiome. However, the study of horizontal gene transfer events within the plant microbiome is still overlooked. Here, the environmental strain Acinetobacter baylyi BD413 was used to study the acquisition of extracellular DNA (exDNA) carrying an antibiotic resistance gene (ARG) on lettuce phylloplane, performing experiments at conditions (i.e., plasmid quantities) mimicking those that can be found in a water reuse scenario. Moreover, we assessed how the presence of a surfactant, a co-formulant widely used in agriculture, affected exDNA entry in bacteria and plant tissues, besides the penetration and survival of bacteria into the leaf endosphere. Natural transformation frequency in planta was comparable to that occurring under optimal conditions (i.e., temperature, nutrient provision, and absence of microbial competitors), representing an entrance pathway of ARGs into an epiphytic bacterium able to penetrate the endosphere of a leafy vegetable. The presence of the surfactant determined a higher presence of culturable transformant cells in the leaf tissues but did not significantly increase exDNA entry in A. baylyi BD413 cells and lettuce leaves. More research on HGT (Horizontal Gene Transfer) mechanisms in planta should be performed to obtain experimental data on produce safety in terms of antibiotic resistance.
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Affiliation(s)
| | | | | | | | | | - Francesca Mapelli
- Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20133 Milan, Italy
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Effects of Mulching on Early-spring Green Asparagus Yield and Quality under Cultivation in Plastic Tunnels. HORTICULTURAE 2022. [DOI: 10.3390/horticulturae8050395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Mulching significantly increases the crop yield and quality by positively affecting the physical features of the soil. The effect of multiple mulching treatments on soil temperature, yield, and nutrient composition of green asparagus grown in a plastic tunnel was assessed. Two mulch materials: transparent plastic film (PF) and rice husk (RH), were applied and compared with non-mulching treatment (CK). The soil temperatures at the soil surface and 10 cm below it were generally higher in the PF mulch than in the CK during the spring. PF mulch accelerated early spear emergence and growth, which led to harvesting 16 days earlier than in the CK. Under the PF mulch, the early yield of spears increased by 26.6% from January to the end of March, and the annual gross income by 14.8% because of the higher price resulting from the significantly higher marketable spear length and diameter; however, they were reduced in the RH mulch. Most nutrient compositions, such as soluble sugar, ascorbic acid, rutin, flavonoid content, and total antioxidant activity, were significantly increased in the PF mulch treatment. PF mulch might benefit green asparagus production during early spring because of its ability to promote early spear emergence and growth.
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