Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A Comparative Survey
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sampling
2.2. Isolation and Enumeration of Tetracycline-Resistant and Sulphadiazine-Resistant Bacteria
2.3. Determination of Minimal Inhibitory Concentration of Resistant Bacteria Isolates
2.4. DNA Extraction
2.5. Detection of Antibiotic Resistance Genes
2.6. Quantitation of tetX, sul1, and int1
2.7. Statistical Analysis
3. Results
3.1. Frequency and Number of Antibiotic-Resistant Bacteria in Lettuce Samples
3.2. Minimum Inhibitory Concentration of Resistant Isolates
3.3. Frequency of Lettuce Samples Carrying Antibiotic Resistance Genes
3.4. Copy Number of Antibiotic Resistance Genes
4. Discussion
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
- De Anda, J.; Shear, H. Potential of Vertical Hydroponic Agriculture in Mexico. Sustainability 2017, 9, 140. [Google Scholar] [CrossRef] [Green Version]
- Pascual, M.P.; Lorenzo, G.A.; Gabriel, A.G. Vertical Farming Using Hydroponic System: Toward a Sustainable Onion Production in Nueva Ecija, Philippines. Open J. Ecol. 2018, 8, 25. [Google Scholar] [CrossRef] [Green Version]
- Martin, M.; Molin, E. Environmental Assessment of an Urban Vertical Hydroponic Farming System in Sweden. Sustainability 2019, 11, 4124. [Google Scholar] [CrossRef] [Green Version]
- Bradley, P.; Marulanda, C. Simplied Hydroponic to Reduce Global Hunger; International Society for Horticultural Science (ISHS): Leuven, Belgium, 2001; pp. 289–296. [Google Scholar]
- Barbosa, G.L.; Gadelha, F.D.A.; Kublik, N.; Proctor, A.; Reichelm, L.; Weissinger, E.; Wohlleb, G.M.; Halden, R.U. Comparison of Land, Water, and Energy Requirements of Lettuce Grown Using Hydroponic vs. Conventional Agricultural Methods. Int. J. Env. Res. Public Health 2015, 12, 6879–6891. [Google Scholar] [CrossRef] [Green Version]
- Jesse, S.D.; Zhang, Y.; Margenot, A.J.; Davidson, P.C. Hydroponic Lettuce Production Using Treated Post-Hydrothermal Liquefaction Wastewater (PHW). Sustainability 2019, 11, 3605. [Google Scholar] [CrossRef] [Green Version]
- da Silva Cuba Carvalho, R.; Bastos, R.G.; Souza, C.F. Influence of the use of wastewater on nutrient absorption and production of lettuce grown in a hydroponic system. Agric. Water Manag. 2018, 203, 311–321. [Google Scholar] [CrossRef] [Green Version]
- Romeo, D.; Vea, E.B.; Thomsen, M. Environmental Impacts of Urban Hydroponics in Europe: A Case Study in Lyon. Procedia CIRP 2018, 69, 540–545. [Google Scholar] [CrossRef]
- Rothwell, A.; Ridoutt, B.; Page, G.; Bellotti, W. Environmental performance of local food: Trade-offs and implications for climate resilience in a developed city. J. Clean Prod. 2016, 114, 420–430. [Google Scholar] [CrossRef]
- Schnitzler, W.H. Urban Hydroponic for Green and Clean Cities and for Food Security; International Society for Horticultural Science (ISHS): Leuven, Belgium, 2013; pp. 13–26. [Google Scholar]
- Riser, E.C.; Grabowski, J.; Glenn, E.P. Microbiology of Hydroponically-Grown Lettuce. J. Food Prot. 1984, 47, 765–769. [Google Scholar] [CrossRef] [PubMed]
- Wang, Y.-J.; Deering, A.J.; Kim, H.-J. The Occurrence of Shiga Toxin-Producing E. coli in Aquaponic and Hydroponic Systems. Horticulturae 2020, 6, 1. [Google Scholar] [CrossRef] [Green Version]
- Dankwa, A.S.; Machado, R.M.; Perry, J.J. Sources of food contamination in a closed hydroponic system. Lett. Appl. Microbiol. 2020, 70, 55–62. [Google Scholar] [CrossRef] [PubMed]
- Yan, Y.; Xu, X.; Shi, C.; Yan, W.; Zhang, L.; Wang, G. Ecotoxicological effects and accumulation of ciprofloxacin in Eichhornia crassipes under hydroponic conditions. Environ. Sci. Pollut. Res. 2019, 26, 30348–30355. [Google Scholar] [CrossRef]
- Tong, X.; Wang, X.; He, X.; Sui, Y.; Shen, J.; Feng, J. Effects of antibiotics on nitrogen uptake of four wetland plant species grown under hydroponic culture. Environ. Pollut. 2019, 26, 10621–10630. [Google Scholar] [CrossRef]
- Zhang, C.; Xue, J.; Cheng, D.; Feng, Y.; Liu, Y.; Aly, H.M.; Li, Z. Uptake, translocation and distribution of three veterinary antibiotics in Zea mays L. Environ. Pollut. 2019, 250, 47–57. [Google Scholar] [CrossRef]
- Zhang, H.; Li, X.; Yang, Q.; Sun, L.; Yang, X.; Zhou, M.; Deng, R.; Bi, L. Plant Growth, Antibiotic Uptake, and Prevalence of Antibiotic Resistance in an Endophytic System of Pakchoi under Antibiotic Exposure. Int. J. Env. Res. Public Health 2017, 14, 1336. [Google Scholar] [CrossRef] [Green Version]
- Du, B.; Yang, Q.; Wang, R.; Wang, Q.; Xin, Y. Evolution of Antibiotic Resistance and the Relationship between the Antibiotic Resistance Genes and Microbial Compositions under Long-Term Exposure to Tetracycline and Sulfamethoxazole. Int. J. Environ. Res. Public Health 2019, 16, 4681. [Google Scholar] [CrossRef] [Green Version]
- Marti, R.; Scott, A.; Tien, Y.C.; Murray, R.; Sabourin, L.; Zhang, Y.; Topp, E. Impact of manure fertilization on the abundance of antibiotic-resistant bacteria and frequency of detection of antibiotic resistance genes in soil and on vegetables at harvest. Appl. Environ. Microbiol. 2013, 79, 5701–5709. [Google Scholar] [CrossRef] [Green Version]
- Esiobu, N.; Armenta, L.; Ike, J. Antibiotic resistance in soil and water environments. Int. J. Environ. Health Res. 2002, 12, 133–144. [Google Scholar] [CrossRef]
- Institute, C.L.S. Methods for Dilution Antimicrobial Susceptibility Tests for Bacteria that Grow Aerobically: Approved Standard, 11th ed.; CLSI: Wayne, PA, USA, 2018. [Google Scholar]
- Manzocco, L.; Foschia, M.; Tomasi, N.; Maifreni, M.; Dalla Costa, L.; Marino, M.; Cortella, G.; Cesco, S. Influence of hydroponic and soil cultivation on quality and shelf life of ready-to-eat lamb’s lettuce (Valerianella locusta L. Laterr). J. Sci. Food Agric. 2011, 91, 1373–1380. [Google Scholar] [CrossRef]
- Yang, Q.; Ren, S.; Niu, T.; Guo, Y.; Qi, S.; Han, X.; Liu, D.; Pan, F. Distribution of antibiotic-resistant bacteria in chicken manure and manure-fertilized vegetables. Environ. Sci. Pollut. Res. Int. 2014, 21, 1231–1241. [Google Scholar] [CrossRef] [PubMed]
- Gullberg, E.; Cao, S.; Berg, O.G.; Ilbäck, C.; Sandegren, L.; Hughes, D.; Andersson, D.I. Selection of resistant bacteria at very low antibiotic concentrations. PLoS Pathog. 2011, 7, e1002158. [Google Scholar] [CrossRef] [Green Version]
- Performance Standards for Antimicrobial Susceptibility Testing; Twenty-Second Informational Supplement; CLSI document M100-S22; Clinical and Laboratory Standard Institute: Wayne, PA, USA, 2012.
- van Duijkeren, E.; Ensink, J.M.; Meijer, L.A. Distribution of orally administered trimethoprim and sulfadiazine into noninfected subcutaneous tissue chambers in adult ponies. J. Vet. Pharmacol. Ther. 2002, 25, 273–277. [Google Scholar] [CrossRef]
- Jiang, L.; Hu, X.; Xu, T.; Zhang, H.; Sheng, D.; Yin, D. Prevalence of antibiotic resistance genes and their relationship with antibiotics in the Huangpu River and the drinking water sources, Shanghai, China. Sci. Total Environ. 2013, 458, 267–272. [Google Scholar] [CrossRef]
- Duarte, D.J.; Oldenkamp, R.; Ragas, A.M.J. Modelling environmental antibiotic-resistance gene abundance: A meta-analysis. Sci. Total Environ. 2019, 659, 335–341. [Google Scholar] [CrossRef] [Green Version]
- Yi, X.; Lin, C.; Ong, E.J.L.; Wang, M.; Li, B.; Zhou, Z. Expression of resistance genes instead of gene abundance are correlated with trace levels of antibiotics in urban surface waters. Environ. Pollut. 2019, 250, 437–446. [Google Scholar] [CrossRef]
- Huang, H.; Zeng, S.; Dong, X.; Li, D.; Zhang, Y.; He, M.; Du, P. Diverse and abundant antibiotics and antibiotic resistance genes in an urban water system. J. Environ. Manag. 2019, 231, 494–503. [Google Scholar] [CrossRef]
- Zhao, W.; Wang, B.; Yu, G. Antibiotic resistance genes in China: Occurrence, risk, and correlation among different parameters. Environ. Sci. Pollut. Res. Int. 2018, 25, 21467–21482. [Google Scholar] [CrossRef]
- Ehret, D.; Alsanius, B.; Wohanka, W.; Menzies, J.; Utkhede, R. Disinfestation of recirculating nutrient solutions in greenhouse horticulture. Agronomy 2001, 21, 323–339. [Google Scholar] [CrossRef] [Green Version]
- Holvoet, K.; Sampers, I.; Seynnaeve, M.; Jacxsens, L.; Uyttendaele, M. Agricultural and management practices and bacterial contamination in greenhouse versus open field lettuce production. Int. J. Environ. Res. Public Health 2014, 12, 32–63. [Google Scholar] [CrossRef] [Green Version]
- Marques, G.; Aleixo, D.; Pitarma, R. Enhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things Approach; Springer International Publishing: Cham, Switzerland, 2019. [Google Scholar]
- Ding, H.; Fu, T.-J.; Smith, M. Microbial Contamination in Sprouts: How Effective is Seed Disinfection Treatment? J. Food Sci. 2013, 78, R495–R501. [Google Scholar] [CrossRef] [Green Version]
Tetracycline-Resistant | Sulphadiazine-Resistant | |
---|---|---|
Conventional | 7 | 7 |
Organic | 5 | 6 |
Hydroponic | 5 | 6 |
tetB | tetX | sul1 | sul2 | int1 | |
---|---|---|---|---|---|
Conventional | 13 | 16 | 17 | 17 | 6 |
Organic | 10 | 14 | 18 | 16 | 3 |
Hydroponic | 10 | 13 | 19 | 19 | 0 |
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Lam, K.-L.; Kong, W.-P.; Ling, P.-Y.; Lau, T.-H.; Ho, K.-H.; Lee, F.W.-F.; Chan, P.-L. Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A Comparative Survey. Foods 2020, 9, 1327. https://doi.org/10.3390/foods9091327
Lam K-L, Kong W-P, Ling P-Y, Lau T-H, Ho K-H, Lee FW-F, Chan P-L. Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A Comparative Survey. Foods. 2020; 9(9):1327. https://doi.org/10.3390/foods9091327
Chicago/Turabian StyleLam, Kit-Ling, Wai-Po Kong, Po-Yi Ling, Tsz-Ho Lau, Kin-Hang Ho, Fred Wang-Fat Lee, and Ping-Lung Chan. 2020. "Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A Comparative Survey" Foods 9, no. 9: 1327. https://doi.org/10.3390/foods9091327
APA StyleLam, K.-L., Kong, W.-P., Ling, P.-Y., Lau, T.-H., Ho, K.-H., Lee, F. W.-F., & Chan, P.-L. (2020). Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A Comparative Survey. Foods, 9(9), 1327. https://doi.org/10.3390/foods9091327