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Tasnim F, Hosen ME, Haque ME, Islam A, Nuryay MN, Mawya J, Akter N, Yesmin D, Hossain MM, Rahman N, Mahmudul Hasan BM, Hassan MN, Islam MM, Khalekuzzaman M. Glucosinolates and Indole-3-carbinol from Brassica oleracea L. as inhibitors of E. coli CdtB: insights from molecular docking, dynamics, DFT and in vitro assay. In Silico Pharmacol 2024; 12:95. [PMID: 39479380 PMCID: PMC11519271 DOI: 10.1007/s40203-024-00276-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 10/15/2024] [Indexed: 11/02/2024] Open
Abstract
Escherichia coli (E. coli), a common human gut bacterium, is generally harmless but capable of causing infections and contributing to diseases like urinary tract infections, sepsis/meningitis, or diarrheal diseases. Notably, E. coli is implicated in developing gallbladder cancer (GBC) either through ascending infection from the gastrointestinal tract or via hematogenous spread. Certain E. coli strains are known to produce toxins, such as cytolethal distending toxins (CDTs), that directly contribute to the genetic mutations and cellular abnormalities observed in GBC. Broccoli (Brassica oleracea) is known for its health-promoting properties, including antimicrobial, antioxidant, and immunomodulatory effects, and is rich in essential compounds. Our study investigates the potential of the phytochemicals of B. oleracea to inhibit the CdtB (PDB ID: 2F1N) protein of E. coli which plays a significant role in the pathogenesis of GBC. By employing in silico molecular docking, Glucosinolates and Indole-3-carbinol emerged as promising inhibitors, demonstrating strong bonding affinities of -8.95 and - 8.5 Kcal/mol, respectively. The molecular dynamic simulation showed that both compounds maintained stable interaction with CdtB with minimal conformational changes observed in the protein-ligand complexes. Additionally, the ADMET analysis provided evidence for the drug-likeness properties of the lead compounds. Furthermore, the DFT (Density Functional Theory) revealed that Indole-3-carbinol is more chemically stable but less reactive than Glucosinolates, with HOMO-LUMO gaps of 5.14 eV and 4.50 eV, respectively. Finally, the in vitro antibacterial assessment confirmed the inhibitory effect of Glucosinolates and Indole-3-carbinol against E. coli through disc diffusion assay with the zone of inhibition 34.25 ± 0.541 and 28.67 ± 0.376 mm compared to the control ciprofloxacin. Our study provides crucial data for developing novel therapeutic agents targeting E. coli-associated GBC from the phytochemicals of B. oleracea. Supplementary Information The online version contains supplementary material available at 10.1007/s40203-024-00276-3.
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Affiliation(s)
- Faria Tasnim
- Department of Microbiology, Shaheed Shamsuzzoha Institute of Biosciences, Affiliated with University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Eram Hosen
- Department of Microbiology, Shaheed Shamsuzzoha Institute of Biosciences, Affiliated with University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Enamul Haque
- Department of Biotechnology and Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh
| | - Ariful Islam
- Department of Genetic Engineering and Biotechnology, University of Rajshahi, Rajshahi, 6205 Bangladesh
| | - Mst Naharina Nuryay
- Department of Microbiology, Rajshahi Institute of Bioscience, Affiliated with University of Rajshahi, Rajshahi, 6205 Bangladesh
| | - Jannatul Mawya
- Department of Microbiology, Udayan College of Bioscience, Affiliated with University of Rajshahi, Rajshahi, 6205 Bangladesh
| | - Najnin Akter
- Department of Microbiology, Udayan College of Bioscience, Affiliated with University of Rajshahi, Rajshahi, 6205 Bangladesh
| | - Delara Yesmin
- Department of Microbiology, Rajshahi Institute of Bioscience, Affiliated with University of Rajshahi, Rajshahi, 6205 Bangladesh
| | - Md. Mosabbir Hossain
- Department of Microbiology, Rajshahi Institute of Bioscience, Affiliated with University of Rajshahi, Rajshahi, 6205 Bangladesh
| | - Nilima Rahman
- Department of Microbiology, Udayan College of Bioscience, Affiliated with University of Rajshahi, Rajshahi, 6205 Bangladesh
| | | | | | - Md. Mahmudul Islam
- Department of Microbiology, Shaheed Shamsuzzoha Institute of Biosciences, Affiliated with University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Khalekuzzaman
- Department of Genetic Engineering and Biotechnology, University of Rajshahi, Rajshahi, 6205 Bangladesh
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Korshunov S, Imlay JA. Antioxidants are ineffective at quenching reactive oxygen species inside bacteria and should not be used to diagnose oxidative stress. Mol Microbiol 2024; 122:113-128. [PMID: 38889382 DOI: 10.1111/mmi.15286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024]
Abstract
A wide variety of stresses have been proposed to exert killing effects upon bacteria by stimulating the intracellular formation of reactive oxygen species (ROS). A key part of the supporting evidence has often been the ability of antioxidant compounds to protect the cells. In this study, some of the most-used antioxidants-thiourea, glutathione, N-acetylcysteine, and ascorbate-have been examined. Their ability to quench superoxide and hydrogen peroxide was verified in vitro, but the rate constants were orders of magnitude too slow for them to have an impact upon superoxide and peroxide concentrations in vivo, where these species are already scavenged by highly active enzymes. Indeed, the antioxidants were unable to protect the growth and ROS-sensitive enzymes of E. coli strains experiencing authentic oxidative stress. Similar logic posits that antioxidants cannot substantially quench hydroxyl radicals inside cells, which contain abundant biomolecules that react with them at diffusion-limited rates. Indeed, antioxidants were able to protect cells from DNA damage only if they were applied at concentrations that slow metabolism and growth. This protective effect was apparent even under anoxic conditions, when ROS could not possibly be involved, and it was replicated when growth was similarly slowed by other means. Experimenters should discard the use of antioxidants as a way of detecting intracellular oxidative stress and should revisit conclusions that have been based upon such experiments. The notable exception is that these compounds can effectively degrade hydrogen peroxide from environmental sources before it enters cells.
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Affiliation(s)
- Sergey Korshunov
- Department of Microbiology, University of Illinois, Urbana, Illinois, USA
| | - James A Imlay
- Department of Microbiology, University of Illinois, Urbana, Illinois, USA
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Zhang H, Mou J, Ding J, Qin W. Rapid antibiotic screening based on E. coli apoptosis using a potentiometric sensor array. Anal Chim Acta 2024; 1297:342378. [PMID: 38438244 DOI: 10.1016/j.aca.2024.342378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/12/2024] [Accepted: 02/13/2024] [Indexed: 03/06/2024]
Abstract
Phenotypic antimicrobial susceptibility testing enables reliable antibiotic screening but requires multiple strategies to identify each phenotypic change induced by different bactericidal mechanisms. Bacteria apoptosis with typical phenotypic features has never been explored for antibiotic screening. Herein, we developed an antibiotic screening method based on the measurement of antibiotic-induced phosphatidylserine (PS) exposure of apoptotic bacteria. Phosphatidylserine externalization of E. coli that can be widely used as an apoptosis marker for antibiotics with different antibacterial mechanisms was explored. A positively charged PS-binding peptide was immobilized on magnetic beads (MBs) to recognize and capture apoptotic E. coli with PS externalization. Apoptotic E. coli binding led to the charge or charge density change of MBs-peptide, resulting in a potential change on a magneto-controlled polymeric membrane potentiometric sensor. Based on the detection of apoptotic E. coli killed by antibiotics, antibiotic screening for different classes of antibiotics and silver nanoparticles was achieved within 1.5 h using a potentiometric sensor array. This approach enables sensitive, general, and time-saving antibiotic screening, and may open up a new path for antibiotic susceptibility testing.
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Affiliation(s)
- Han Zhang
- CAS Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research (YIC), Chinese Academy of Sciences (CAS), Shandong Key Laboratory of Coastal Environmental Processes, YICCAS, Yantai, Shandong, 264003, PR China; University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Junsong Mou
- CAS Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research (YIC), Chinese Academy of Sciences (CAS), Shandong Key Laboratory of Coastal Environmental Processes, YICCAS, Yantai, Shandong, 264003, PR China; University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Jiawang Ding
- CAS Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research (YIC), Chinese Academy of Sciences (CAS), Shandong Key Laboratory of Coastal Environmental Processes, YICCAS, Yantai, Shandong, 264003, PR China; Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, 266237, PR China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, Shandong, 266071, PR China.
| | - Wei Qin
- CAS Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research (YIC), Chinese Academy of Sciences (CAS), Shandong Key Laboratory of Coastal Environmental Processes, YICCAS, Yantai, Shandong, 264003, PR China; Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, 266237, PR China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, Shandong, 266071, PR China
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Mian G, Zuiderduin K, Barnes LS, Loketsatian S, Bell L, Ermacora P, Cipriani G. In vitro application of Eruca vesicaria subsp. sativa leaf extracts and associated metabolites reduces the growth of Oomycota species involved in Kiwifruit Vine Decline Syndrome. FRONTIERS IN PLANT SCIENCE 2023; 14:1292290. [PMID: 38164251 PMCID: PMC10757965 DOI: 10.3389/fpls.2023.1292290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 11/30/2023] [Indexed: 01/03/2024]
Abstract
This study aimed to determine whether leaf extracts from seven Eruca vesicaria subsp. sativa cultivars and their biochemically active compounds (glucosinolates and downstream-derived products) inhibit mycelia growth of three well-known pathogenic oomycetes, Phytopythium chamaehyphon, Phytopythium vexans and Phytophthora citrophthora; being the most significant in the development of Kiwifruit Vine Decline Syndrome (KVDS). Leaf extract quantity of 10, 20 and 30 mg were inoculated in Petri dish (90 mm Ø, each 22 mL of liquid medium - Potato Dextrose Agar), for in vitro bioassays. A pathogen plug was placed in the centre of each plate and the Oomycota colony perimeter was marked 5 days after inoculation. Radial colony growth was measured from 4 marks per plate 5, 10, and 15 days after inoculation, further elaborated with Image J software image analysis. Growth rates for all strains were inhibited by around 67% after 15 days. This was most pronounced when applying the highest concentration of leaf extract. By using Liquid Chromatography Mass Spectrometry (LC-MS) and Gas Chromatography Mass Spectrometry (GC-MS), fifteen glucosinolate compounds, of which glucosativin was found in the highest quantity, were identified. Concentrations of hydrolysis products produced by leaves (erucin and sativin) were also investigated, and were significantly associated with colony radial growth, especially towards Pp. chamaehyphon and Pp. vexans. Three downstream products of glucosinolates (two pure isothiocyanates, AITC and PEITC; and one indole I3C; all commonly present in Brassicaceae) were also tested, and a statistically significant inhibition of growth was observed at the highest concentration (0.6 µL).
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Affiliation(s)
- Giovanni Mian
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Udine, Italy
- Department of Crop Sciences, School of Agriculture, Policy & Development, University of Reading, Reading, Berkshire, United Kingdom
| | - Kathryn Zuiderduin
- Department of Crop Sciences, School of Agriculture, Policy & Development, University of Reading, Reading, Berkshire, United Kingdom
| | - Luke S. Barnes
- Department of Crop Sciences, School of Agriculture, Policy & Development, University of Reading, Reading, Berkshire, United Kingdom
| | - Supasan Loketsatian
- Department of Crop Sciences, School of Agriculture, Policy & Development, University of Reading, Reading, Berkshire, United Kingdom
| | - Luke Bell
- Department of Crop Sciences, School of Agriculture, Policy & Development, University of Reading, Reading, Berkshire, United Kingdom
| | - Paolo Ermacora
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Udine, Italy
| | - Guido Cipriani
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Udine, Italy
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Gong S, Jiao C, Guo L, Jiang Y. Beetroot ( Beta vulgaris) Extract against Salmonella Typhimurium via Apoptosis-Like Death and Its Potential for Application in Cooked Pork. Int J Mol Sci 2023; 24:14217. [PMID: 37762521 PMCID: PMC10531726 DOI: 10.3390/ijms241814217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/14/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023] Open
Abstract
Salmonella Typhimurium is a common foodborne pathogen in meat and meat products, causing significant harm and losses to producers and consumers. The aim of this study was to investigate the antibacterial activity and possible mechanisms of beetroot (Beta vulgaris) extract against S. Typhimurium, as well as the application potential in cooked pork. The results suggested beetroot extract could inhibit S. Typhimurium with a minimum inhibitory concentration (MIC) of 20 mg/mL. After treatment with beetroot extract (1 or 2 MIC), S. Typhimurium exhibited the characteristics of apoptotic-like death (ALD), such as membrane depolarization, phosphatidylserine (PS) externalization, caspase-like protein activation, and DNA fragmentation. Further research has shown that the ALD induced by beetroot extract in S. Typhimurium was caused by reactive oxygen species (ROS) consumption, which was different from most natural products. The treatment of cooked pork with beetroot extract could reduce the number of S. Typhimurium, lower pH, defer lipid oxidation, and improve the colour. These results indicate that beetroot extract can inhibit S. Typhimurium through the ALD mechanism and has potential as an antibacterial agent against S. Typhimurium in ready-to-eat meat products.
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Affiliation(s)
| | | | - Ling Guo
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin 150030, China; (S.G.); (C.J.)
| | - Yujun Jiang
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin 150030, China; (S.G.); (C.J.)
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Wang TP, Yeh TH, Lo CC, Lin KH, Huang MH, Lo HR. Synergistic action of indole-3-carbinol with membrane-active agents against multidrug-resistant Gram-negative bacteria. Lett Appl Microbiol 2023; 76:ovad093. [PMID: 37580156 DOI: 10.1093/lambio/ovad093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 07/12/2023] [Accepted: 08/12/2023] [Indexed: 08/16/2023]
Abstract
The purpose of this study was to evaluate the antimicrobial activity of indole-3-carbinol (I3C) with membrane-active agents, namely carbonyl cyanide 3-chlorophenylhydrazone (CCCP) and ethylenediaminetetraacetic acid (EDTA) against multidrug-resistant (MDR) Gram-negative bacteria and bacterial persisters. The determination of minimal inhibitory concentration (MIC) showed that I3C was effective against Acinetobacter baumannii (3.13‒6.25 × 10-3 mol l-1), Klebsiella pneumoniae (8 × 10-3 mol l-1), Pseudomonas aeruginosa (6.25‒12.5 × 10-3 mol l-1), and Escherichia coli (6.25‒12.5 × 10-3 mol l-1). Our study demonstrated that EDTA synergistically enhanced the bactericidal activity of I3C against most MDR Gram-negative bacteria isolates and contributed to an 8- to 64-fold MIC reduction compared with that of I3C alone, yet CCCP only displayed synergy with I3C against P. aeruginosa and A. baumannii. The EDTA-I3C combination also significantly reduced the viable number of testing bacteria (P = 7.2E-05), effectively reduced bacterial persisters, and repressed bacterial growth compared with that the use of I3C alone. Our data demonstrate that use of EDTA as adjuvant molecules can effectively improve the antibacterial activity of I3C and may help to reduce the development of antimicrobial resistance.
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Affiliation(s)
- Tso-Ping Wang
- Department of Pathology and Laboratory Medicine, Kaohsiung Veterans General Hospital, Kaohsiung 81362, Taiwan
| | - Tzu-Hui Yeh
- Department of Pathology and Laboratory Medicine, Pingtung Veterans General Hospital, Pingtung 900053, Taiwan
| | - Chung-Cheng Lo
- Department of Internal Medicine, Pingtung Veterans General Hospital Longquan Branch, Pingtung 91245, Taiwan
| | - Kuan-Hua Lin
- Department of Medical Laboratory Science and Biotechnology, Fooyin University, Kaohsiung 83102, Taiwan
| | - Mei-Han Huang
- Department of Medical Laboratory Science and Biotechnology, Fooyin University, Kaohsiung 83102, Taiwan
| | - Horng-Ren Lo
- Department of Medical Laboratory Science and Biotechnology, Fooyin University, Kaohsiung 83102, Taiwan
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Shen J, Liu Y, Wang X, Bai J, Lin L, Luo F, Zhong H. A Comprehensive Review of Health-Benefiting Components in Rapeseed Oil. Nutrients 2023; 15:999. [PMID: 36839357 PMCID: PMC9962526 DOI: 10.3390/nu15040999] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/04/2023] [Accepted: 02/13/2023] [Indexed: 02/19/2023] Open
Abstract
Rapeseed oil is the third most consumed culinary oil in the world. It is well-known for its high content of unsaturated fatty acids, especially polyunsaturated fatty acids, which make it of great nutritional value. There is increasing evidence that a diet rich in unsaturated fatty acids offers health benefits. Although the consumption of rapeseed oil cuts across many areas around the world, the nutritional elements of rapeseed oil and the exact efficacy of the nutrients remain unclear. In this review, we systematically summarized the latest studies on functional rapeseed components to ascertain which component of canola oil contributes to its function. Apart from unsaturated fatty acids, there are nine functional components in rapeseed oil that contribute to its anti-microbial, anti-inflammatory, anti-obesity, anti-diabetic, anti-cancer, neuroprotective, and cardioprotective, among others. These nine functional components are vitamin E, flavonoids, squalene, carotenoids, glucoraphanin, indole-3-Carbinol, sterols, phospholipids, and ferulic acid, which themselves or their derivatives have health-benefiting properties. This review sheds light on the health-benefiting effects of rapeseed oil in the hope of further development of functional foods from rapeseed.
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Affiliation(s)
- Junjun Shen
- National Engineering Laboratory for Deep Processing of Rice and Byproducts, Central South University of Forestry and Technology, Changsha 410004, China
- Faculty of Bioscience and Biotechnology, Central South University of Forestry and Technology, Changsha 410004, China
- The Research and Development Department, Hunan Jinjian Cereals Industry, Changde 415001, China
| | - Yejia Liu
- The Research and Development Department, Hunan Jinjian Cereals Industry, Changde 415001, China
- Faculty of Life and Environmental Sciences, Hunan University of Arts and Science, Changde 415006, China
| | - Xiaoling Wang
- Faculty of Bioscience and Biotechnology, Central South University of Forestry and Technology, Changsha 410004, China
| | - Jie Bai
- National Engineering Laboratory for Deep Processing of Rice and Byproducts, Central South University of Forestry and Technology, Changsha 410004, China
| | - Lizhong Lin
- National Engineering Laboratory for Deep Processing of Rice and Byproducts, Central South University of Forestry and Technology, Changsha 410004, China
- The Research and Development Department, Hunan Jinjian Cereals Industry, Changde 415001, China
| | - Feijun Luo
- National Engineering Laboratory for Deep Processing of Rice and Byproducts, Central South University of Forestry and Technology, Changsha 410004, China
| | - Haiyan Zhong
- National Engineering Laboratory for Deep Processing of Rice and Byproducts, Central South University of Forestry and Technology, Changsha 410004, China
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Gao Y, Liu Q, Wang Z, Zhuansun X, Chen J, Zhang Z, Feng J, Jafari SM. Cinnamaldehyde nanoemulsions; physical stability, antibacterial properties/mechanisms, and biosafety. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2021. [DOI: 10.1007/s11694-021-01110-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Pan X, Dong W, Zhang J, Xie Z, Li W, Zhang H, Zhang X, Chen P, Zhou W, Lei B. TiO 2/Chlorophyll S-Scheme Composite Photocatalyst with Improved Photocatalytic Bactericidal Performance. ACS APPLIED MATERIALS & INTERFACES 2021; 13:39446-39457. [PMID: 34387085 DOI: 10.1021/acsami.1c10892] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Step-scheme (S-scheme) photocatalysts have been proposed for highly efficient charge separation and strong redox activity in the photocatalysis field. Here, we reported a facile strategy to obtain the S-scheme heterojunction composite TiO2/chlorophyll (Chl). The S-scheme heterojunction enables the significant improvement of electron transfer efficiency at the interfacial heterojunction of TiO2/Chl. Also, the lifted conduction band and valence band of TiO2/Chl resulted in more than 1.61 times generation of reactive oxidizing species, compared to that of bare TiO2. In addition, TiO2/Chl was applied as a photocatalytic bactericidal material to fabricate commercial masks for prolonged life span of the mask. The TiO2/Chl-coated mask filter exhibited excellent bactericidal effect on Escherichia coli under light illumination (2.94 × 107 cfu E. coli were killed by 1 cm-2 coated mask filters within illumination of 3 h), while commercial mask filters showed no bactericidal effect. After three circulation-sterilization tests, the TiO2/Chl-made mask filter maintained the initial bactericidal effect, which greatly extended the life span of the mask that presents a promising strategy to alleviate the supply stress of masks.
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Affiliation(s)
- Xiaoqin Pan
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Wenya Dong
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Jingsong Zhang
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Zhenxi Xie
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Wei Li
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Haoran Zhang
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Xuejie Zhang
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Pinhong Chen
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Wuyi Zhou
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
| | - Bingfu Lei
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, P. R. China
- Maoming Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Guangdong, Maoming 525100, P. R. China
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