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Sajeevan A, Ramamurthy T, Solomon AP. Vibrio cholerae virulence and its suppression through the quorum-sensing system. Crit Rev Microbiol 2025; 51:22-43. [PMID: 38441045 DOI: 10.1080/1040841x.2024.2320823] [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: 07/30/2023] [Revised: 12/21/2023] [Accepted: 02/10/2024] [Indexed: 03/06/2024]
Abstract
Vibrio cholerae is a cholera-causing pathogen known to instigate severe contagious diarrhea that affects millions globally. Survival of vibrios depend on a combination of multicellular responses and adapt to changes that prevail in the environment. This process is achieved through a strong communication at the cellular level, the process has been recognized as quorum sensing (QS). The severity of infection is highly dependent on the QS of vibrios in the gut milieu. The quorum may exist in a low/high cell density (LCD/HCD) state to exert a positive or negative response to control the regulatory pathogenic networks. The impact of this regulation reflects on the transition of pathogenic V. cholerae from the environment to infect humans and cause outbreaks or epidemics of cholera. In this context, the review portrays various regulatory processes and associated virulent pathways, which maneuver and control LCD and HCD states for their survival in the host. Although several treatment options are existing, promotion of therapeutics by exploiting the virulence network may potentiate ineffective antibiotics to manage cholera. In addition, this approach is also useful in resource-limited settings, where the accessibility to antibiotics or conventional therapeutic options is limited.
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Affiliation(s)
- Anusree Sajeevan
- Quorum Sensing Laboratory, Centre for Research in Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Thandavarayan Ramamurthy
- Division of Bacteriology, ICMR-National Institute of Cholera and Enteric Disease, Kolkata, India
| | - Adline Princy Solomon
- Quorum Sensing Laboratory, Centre for Research in Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
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Parra M, Izquierdo K, Rubio M, de la Fuente A, Tello M, Modak B. Quercetin and Silybin Decrease Intracellular Replication of Piscirickettsia salmonis in SHK-1 Cell. Int J Mol Sci 2025; 26:1184. [PMID: 39940952 PMCID: PMC11818823 DOI: 10.3390/ijms26031184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 01/24/2025] [Accepted: 01/26/2025] [Indexed: 02/16/2025] Open
Abstract
Piscirickettsia salmonis is the pathogen that has most affected the Chilean salmon industry for over 30 years. Considering the problems of excessive use of antibiotics, it is necessary to find new strategies to control this pathogen. Antivirulence therapy is an alternative to reduce the virulence of pathogens without affecting their growth. Polyphenolic compounds have been studied for their antiviral capacity. In this study, the capacity of quercetin and silybin to reduce the intracellular replication of P. salmonis in SHK-1 cells was evaluated. For this, three different infection protocols in Salmon Head Kidney-1(SHK-1) cells were used: co-incubation for 24 h, pre-incubation for 24 h prior to infection, and post-incubation for 24 h after infection. In addition, the effect of co-incubation in rainbow trout intestinal epithelial cells (RTgutGC) and the effect on the phagocytic capacity of SHK-1 cells were evaluated. The results obtained showed that quercetin and silybin decreased the intracellular replication of P. salmonis in SHK-1 cells when they were co-incubated for 24 h; however, they did not have the same effect in RTgutGC cells. On the other hand, both compounds decreased the phagocytosis of SHK-1 cells during co-incubation. These results are promising for the study of new treatments against P. salmonis.
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Affiliation(s)
- Mick Parra
- Laboratory of Natural Products Chemistry and Their Applications, Centre of Aquatic Biotechnology, Faculty of Chemistry and Biology, University of Santiago of Chile, Santiago 9170022, Chile; (M.P.); (M.R.)
| | - Katherin Izquierdo
- Laboratory of Basic and Applied Microbiology, Faculty of Chemistry and Biology, University of Santiago of Chile, Santiago 9170022, Chile;
| | - Meraiot Rubio
- Laboratory of Natural Products Chemistry and Their Applications, Centre of Aquatic Biotechnology, Faculty of Chemistry and Biology, University of Santiago of Chile, Santiago 9170022, Chile; (M.P.); (M.R.)
| | - Antonia de la Fuente
- Laboratory of Bacterial Metagenomic, Centre of Aquatic Biotechnology, Faculty of Chemistry and Biology, University of Santiago of Chile, Santiago 9170022, Chile; (A.d.l.F.); (M.T.)
| | - Mario Tello
- Laboratory of Bacterial Metagenomic, Centre of Aquatic Biotechnology, Faculty of Chemistry and Biology, University of Santiago of Chile, Santiago 9170022, Chile; (A.d.l.F.); (M.T.)
| | - Brenda Modak
- Laboratory of Natural Products Chemistry and Their Applications, Centre of Aquatic Biotechnology, Faculty of Chemistry and Biology, University of Santiago of Chile, Santiago 9170022, Chile; (M.P.); (M.R.)
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Selvaraj S, Gurumurthy K. Metagenomic, organoleptic profiling, and nutritional properties of fermented kombucha tea substituted with recycled substrates. Front Microbiol 2024; 15:1367697. [PMID: 38873151 PMCID: PMC11169636 DOI: 10.3389/fmicb.2024.1367697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 05/08/2024] [Indexed: 06/15/2024] Open
Abstract
Kombucha fermentation yields a diverse range of beneficial macro and micronutrients. In our study, we examined the metabolites, antioxidant activity, organoleptic characteristics, and nutritional attributes of traditionally prepared kombucha tea, using black tea and sugar (control) as substrates, and compared them with tea made from tea dust and blackstrap molasses (test). Kombucha tea crafted from functional raw materials exhibited enhanced sensory qualities and improved health-promoting properties. The levels of tannins, flavonoids, and phenols play a crucial role in determining the antioxidant activity of kombucha tea. Using the DPPH and FRAP methods, we investigated the antioxidant activity throughout the fermentation period, ranging from day 0 to day 12, under optimized conditions. The results consistently demonstrated an initial increase in antioxidant activity from day 0 to 6, followed by a decline from day 6 to 12. Notably, statistical analysis revealed that the antioxidant activity of the test sample was significantly better (p > 0.001) compared to the control sample. The nutritional content of the kombucha from day 6 of the test sample is higher than the control sample provided sugars (fructose 0.4 ± 0.1, glucose 0.7 ± 0.1, sucrose 1.4 ± 0.1) g/100 mL, minerals (calcium, 19.4 ± 0.15, iron 23.1 ± 0.25, and potassium 28.3 ± 0.25) mg/100 mL, vitamins (B1 0.58 ± 0.01, B2 0.30 ± 0.02, B3 0.33 ± 0.02, B6 0.75 ± 0.02, B9 0.19 ± 0.03, B12 0.9 ± 0.03, and C 1.38 ± 0.06) mg/100 mL, sodium 4.35 ± 0.25 mg/100 mL, calories 14.85 ± 0.25 mg/100 mL, carbohydrates 3.135 ± 0.12, and acids (acetic acid 4.20 ± 0.02, glucuronic acid 1.78 ± 0.02) mg/100 mL on day 12. The predominant microbial species identified in both control and test samples included Komagataeibacter rhaeticus, Gluconobacter oxydans, Brettanomyces bruxellensis, and Zygosaccharomyces bailli, each with varying dominance levels. These microorganisms play essential roles in metabolizing sugars, generating acids, and contributing to the distinctive flavor profile of kombucha. Sensory evaluations of the control and test samples were analyzed, and the overall preference was 88% for the test sample with tea dust and molasses. The sensory characteristics of the test sample included a fruity smell (41%), fizzy texture (66%), bright color (47%), and a fruity taste (67%), with overall acceptability (56%) rating it as excellent. Our research contributes to a deeper understanding of the interplay between raw materials, microbial composition, and the resulting composition of bioactive compounds.
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Affiliation(s)
- Suriyapriya Selvaraj
- School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Kalaichelvan Gurumurthy
- VIT School of Agricultural Innovations and Advanced Learning, Vellore Institute of Technology, Vellore, Tamil Nadu, India
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Batista P, Rodrigues Penas M, Vila-Real C, Pintado M, Oliveira-Silva P. Kombucha: Challenges for Health and Mental Health. Foods 2023; 12:3378. [PMID: 37761087 PMCID: PMC10530084 DOI: 10.3390/foods12183378] [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: 06/16/2023] [Revised: 08/30/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Increasing research into probiotics is showing potential benefits for health in general and mental health in particular. Kombucha is a recent beverage and can be considered a probiotic drink, but little is known about its effects on physical and mental health. This product is experiencing growth in the market; however, there are no scientific results to support its potential for physical and mental health. AIM This review article aims to draw attention to this issue and to highlight the lack of studies in this area. KEY FINDINGS AND CONCLUSIONS The lack of legislation for the correct marketing of this product may also constrain clinical studies. However, clinical studies are of utmost importance for an in-depth understanding of the effects of this product on the human body. More research is needed, not only to better understand the impact of Kombucha on the human body, but also to ensure the application of regulatory guidelines for its production and marketing and enable its safe and effective consumption.
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Affiliation(s)
- Patrícia Batista
- Research Centre for Human Development, Human Neurobehavioural Laboratory, Universidade Católica Portuguesa, Rua de Diogo Botelho, 1327, 4169-005 Porto, Portugal; (M.R.P.); (P.O.-S.)
- CBQF—Centro de Biotecnologia e Química Fina, Laboratório Associado, Escola Superior de Biotecnologia, Universidade Católica Portuguesa, Rua de Diogo Botelho, 1327, 4169-005 Porto, Portugal; (C.V.-R.); (M.P.)
| | - Maria Rodrigues Penas
- Research Centre for Human Development, Human Neurobehavioural Laboratory, Universidade Católica Portuguesa, Rua de Diogo Botelho, 1327, 4169-005 Porto, Portugal; (M.R.P.); (P.O.-S.)
| | - Catarina Vila-Real
- CBQF—Centro de Biotecnologia e Química Fina, Laboratório Associado, Escola Superior de Biotecnologia, Universidade Católica Portuguesa, Rua de Diogo Botelho, 1327, 4169-005 Porto, Portugal; (C.V.-R.); (M.P.)
| | - Manuela Pintado
- CBQF—Centro de Biotecnologia e Química Fina, Laboratório Associado, Escola Superior de Biotecnologia, Universidade Católica Portuguesa, Rua de Diogo Botelho, 1327, 4169-005 Porto, Portugal; (C.V.-R.); (M.P.)
| | - Patrícia Oliveira-Silva
- Research Centre for Human Development, Human Neurobehavioural Laboratory, Universidade Católica Portuguesa, Rua de Diogo Botelho, 1327, 4169-005 Porto, Portugal; (M.R.P.); (P.O.-S.)
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Sarkar S, Das AK, Bhattacharya S, Gachhui R, Sil PC. Isorhamnetin exerts anti-tumor activity in DEN + CCl 4-induced HCC mice. Med Oncol 2023; 40:188. [PMID: 37226027 DOI: 10.1007/s12032-023-02050-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 05/06/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is the most prevalent type of liver cancer and the main cause of cancer death globally. The use of medicinal herbs as chemotherapeutic agents in cancer treatment is receiving attention as they possess no or minimum side effects. Isorhamnetin (IRN), a flavonoid, has been under attention for its anti-inflammatory and anti-proliferative properties in a number of cancers, including colorectal, skin, and lung cancers. However, the in vivo mechanism of isorhamnetin to suppress liver cancer has yet to be explored. METHODS AND RESULT HCC was induced by N-diethylnitrosamine (DEN) and carbon tetrachloride (CCL4) in Swiss albino mice. Isorhamnetin (100 mg/kg body weight) was given to examine its anti-tumor properties in HCC mice model. Histological analysis and liver function assays were performed to assess changes in liver anatomy. Probable molecular pathways were explored using immunoblot, qPCR, ELISA, and immunohistochemistry techniques. Isorhamnetin inhibited various pro-inflammatory cytokines to suppress cancer-inducing inflammation. Additionally, it regulated Akt and MAPKs to suppress Nrf2 signaling. Isorhamnetin activated PPAR-γ and autophagy while suppressing cell cycle progression in DEN + CCl4-administered mice. Additionally, isorhamnetin regulated various signaling pathways to suppress cell proliferation, metabolism, and epithelial-mesenchymal transition in HCC. CONCLUSION Regulating diverse cellular signaling pathways makes isorhamnetin a better anti-cancer chemotherapeutic candidate in HCC. Importantly, the anti-TNF-α properties of isorhamnetin could prove it a valuable therapeutic agent in sorafenib-resistant HCC patients. Additionally, anti-TGF-β properties of isorhamnetin could be utilized to reduce the EMT-inducing side effects of doxorubicin.
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Affiliation(s)
- Sayanta Sarkar
- Department of Life Sciences & Biotechnology, Jadavpur University, 188, Raja SC Mullick Road, Kolkata, 700032, India
| | - Abhishek Kumar Das
- Division of Molecular Medicine, Bose Institute, P-1/12, CIT Scheme VII M, Kolkata, West Bengal, 700054, India
| | - Semantee Bhattacharya
- Indian Association for the Cultivation of Science, 2A & 2B, Raja Subodh Chandra Mallick Rd, Jadavpur, Kolkata, West Bengal, 700032, India
| | - Ratan Gachhui
- Department of Life Sciences & Biotechnology, Jadavpur University, 188, Raja SC Mullick Road, Kolkata, 700032, India
| | - Parames C Sil
- Division of Molecular Medicine, Bose Institute, P-1/12, CIT Scheme VII M, Kolkata, West Bengal, 700054, India.
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Saricaoglu B, Gültekin Subaşı B, Karbancioglu-Guler F, Lorenzo JM, Capanoglu E. Phenolic compounds as natural microbial toxin detoxifying agents. Toxicon 2023; 222:106989. [PMID: 36509264 DOI: 10.1016/j.toxicon.2022.106989] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 11/29/2022] [Accepted: 12/01/2022] [Indexed: 12/13/2022]
Abstract
Despite the abundance of promising studies, developments, and improvements about the elimination of microbial toxins from food matrices, they are still considered as one of the major food safety problems due to the lack of their complete avoidance even today. Every year, many crops and foodstuffs have to be discarded due to unconstrained contamination and/or production of microbial toxins. Furthermore, the difficulty for the detection of toxin presence and determination of its level in foods may lead to acute or chronic health problems in many individuals. On the other hand, phenolic compounds might be considered as microbial toxin detoxification agents because of their inhibition effect on the toxin synthesis of microorganisms or exhibiting protective effects against varying damaging mechanisms caused by toxins. In this study, the effect of phenolic compounds on the synthesis of bacterial toxins and mycotoxins is comprehensively reviewed. The potential curing effect of phenolic compounds against toxin-induced damages has also been discussed. Consequently, phenolic compounds are indicated as promising, and considerable natural preservatives against toxin damages and their detoxification potentials are pronounced.
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Affiliation(s)
- Beyza Saricaoglu
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Istanbul Technical University, 34469, Maslak, Istanbul, Turkey
| | - Büşra Gültekin Subaşı
- Hafik Kamer Ornek Vocational School, Sivas Cumhuriyet University, 58140, Sivas, Turkey
| | - Funda Karbancioglu-Guler
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Istanbul Technical University, 34469, Maslak, Istanbul, Turkey
| | - Jose Manuel Lorenzo
- Centro Tecnológico de La Carne de Galicia, Parque Tecnológico de Galicia, Avd. Galicia nº 4, San Cibrao das Viñas, 32900 Ourense, Spain; Universidade de Vigo, Área de Tecnoloxía dos Alimentos, Facultade de Ciencias, 32004 Ourense, Spain
| | - Esra Capanoglu
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Istanbul Technical University, 34469, Maslak, Istanbul, Turkey.
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Selvaraj S, Gurumurthy K. An overview of probiotic health booster-kombucha tea. CHINESE HERBAL MEDICINES 2023; 15:27-32. [PMID: 36875441 PMCID: PMC9975612 DOI: 10.1016/j.chmed.2022.06.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 04/10/2022] [Accepted: 06/27/2022] [Indexed: 12/23/2022] Open
Abstract
Traditional herbal medicine (THM) is a significant division of traditional Chinese medicine (TCM) that plays an important role in maintaining health and disease prevention. WHO has consistently highlighted the significance of traditional, complementary, and alternative medicine in human healthcare. Most people in Eastern Asia will start their day with a cup of tea. The tea provides a nourishing effect, and it has become an inevitable part of life. There are several types of tea, like black tea, green tea, oolong tea, white tea, and herbal tea. Besides the refreshments, it is important to consume beverages that benefit health. One such alternative is a healthy probiotic drink called kombucha, a fermented tea. Kombucha tea is aerobically fermented by infusing sweetened tea with a cellulose mat/ pellicle called SCOBY (symbiotic culture of bacteria and yeast). Kombucha is a source of bioactive compounds that include organic acids and amino acids, vitamins, probiotics, sugars, polyphenols, and antioxidants. Currently, studies on kombucha tea and SCOBY are gaining attention for their remarkable properties and applications in the food and health industries. The review gives an overview of the production, fermentation, microbial diversity, and metabolic products of kombucha. The possible implications for human health are also discussed.
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Affiliation(s)
- Suriyapriya Selvaraj
- School of Biosciences and Technology, Vellore Institute of Technology, Tamil Nadu, Vellore 632014, India
| | - Kalaichelvan Gurumurthy
- School of Biosciences and Technology, Vellore Institute of Technology, Tamil Nadu, Vellore 632014, India
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Hamed S, Emara M. Antibacterial and Antivirulence Activities of Acetate, Zinc Oxide Nanoparticles, and Vitamin C Against E. coli O157:H7 and P. aeruginosa. Curr Microbiol 2023; 80:57. [PMID: 36588146 PMCID: PMC9805986 DOI: 10.1007/s00284-022-03151-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 12/12/2022] [Indexed: 01/03/2023]
Abstract
Infectious diseases remain one of the major health challenges worldwide due to the problem of antimicrobial resistance. Conventional antimicrobials have the disadvantage that bacteria rapidly acquire resistance to them, so alternatives must be developed to combat antibiotic resistance. Nanotechnology and the repurposing of existing drugs with known biological profiles are new approaches to replacing conventional antimicrobials. In this paper, we have tested the antibacterial activity of sodium acetate (NaA), vitamin C (VC), and zinc oxide nanoparticles (ZnO NPs) against Escherichia coli O157:H7 ATCC 51659 and Pseudomonas aeruginosa ATCC 27853. MIC values for tested compounds ranged from 0.08 to 6.5 mg ml-1, and the effect of combinations and safety profiles against HepG2 cell line of these compounds were also evaluated. At sub-MIC values, tested compounds had a potential antivirulence effect by inhibiting motility and reducing biofilm formation and maturation. Collectively, ZnO NPs and VC are considered safe alternatives to traditional antibiotics that are capable of reducing the development of antibiotic resistance in microbes. Graphical abstract representing the main aim and the final findings of our work. Spread of multidrug-resistant (MDR) bacterial strains created an urge for alternative safe antimicrobial agents. In this work, we found that ZnO NPs and vitamin C are potential candidates that could be used against MDR E.coli and P. aeruginosa.
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Affiliation(s)
- Selwan Hamed
- grid.412093.d0000 0000 9853 2750Department of Microbiology and Immunology, Faculty of Pharmacy, Helwan University - Ain Helwan, Helwan, 11795 Egypt
| | - Mohamed Emara
- grid.412093.d0000 0000 9853 2750Department of Microbiology and Immunology, Faculty of Pharmacy, Helwan University - Ain Helwan, Helwan, 11795 Egypt
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Yin DJ, Ye SJ, Sun XY, Chen QY, Min T, Wang HX, Wang LM. Integrative Analysis of the Transcriptome and Metabolome Reveals Genes Involved in Phenylpropanoid and Flavonoid Biosynthesis in the Trapa bispinosa Roxb. FRONTIERS IN PLANT SCIENCE 2022; 13:913265. [PMID: 35873984 PMCID: PMC9302371 DOI: 10.3389/fpls.2022.913265] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 05/30/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Trapa bispinosa Roxb. is grown worldwide as an important aquatic cash crop. Current research on Trapa bispinosa primarily focuses on the separation and identification of active ingredients, as well as the inhibitory effect on tumors; however, research on the molecular mechanism of secondary metabolite accumulation is rather limited. Consequently, an integrative analysis of transcriptome and metabolome is required to identify the key metabolic pathways, and key genes, and to explain the molecular mechanism of Trapa bispinosa. RESULTS The biosynthesis pathways of phenolics in Trapa bispinosa were examined through transcriptome and metabolome analyses. Transcriptome analysis yielded 42.76 million clean reads representing 81,417 unigenes with an average length of 1,752 bp. KEGG pathway analysis revealed that 1,623 unigenes, including 88 candidate unigenes related to phenolics biosynthesis, were up-regulated in Trapa bispinosa shell (FR) when compared to leaves (LF), root (RT), and stem (ST). The FR vs. LF group had the highest number of specific genes involved in phenylpropanoid, flavonoid, flavone, and flavonol biosynthesis pathways compared to all other comparison groups. In addition, RNA sequencing revealed 18,709 SSRs spanning 14,820 unigenes and 4,387 unigenes encoding transcription factors. Metabolome analysis identified 793 metabolites, including 136 flavonoids and 31 phenylpropane compounds. In the FR group compared to the LF group, there were 202 differentially accumulated metabolites (DAMs). The combined transcriptome and metabolome analyses indicated a significant correlation between 1,050 differentially expressed genes (DEGs) and 62 DAMs. This view proposes a schematic of flavonoid biosynthesis in the FR vs. LF group, providing evidence for the differences in genes and metabolites between FR and LF. CONCLUSION In this study, through de novo transcriptome assembly and metabolome analysis, several DEGs and DAMs were identified, which were subsequently used to build flavonoid biosynthesis pathways and a correlation network. The findings pave the way for future research into the molecular mechanisms and functional characterization of Trapa bispinosa candidate genes for phenolics biosynthesis.
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Affiliation(s)
- Dong-Jie Yin
- College of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China
| | - Shi-Jie Ye
- College of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China
| | - Xiao-Yan Sun
- College of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China
| | - Qin-Yi Chen
- College of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China
| | - Ting Min
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Hong-Xun Wang
- College of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China
| | - Li-Mei Wang
- College of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China
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Recent advances in Kombucha tea: Microbial consortium, chemical parameters, health implications and biocellulose production. Int J Food Microbiol 2022; 377:109783. [PMID: 35728418 DOI: 10.1016/j.ijfoodmicro.2022.109783] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/17/2022] [Accepted: 06/05/2022] [Indexed: 01/10/2023]
Abstract
In the present review the latest research studies on Kombucha tea are summarized. Special attention has been paid on microbial population, chemical parameters, biocellulose production, and mainly, on the latest evidences of the biological activities of Kombucha tea. Kombucha tea is a fermented sweetened black or green tea which is obtained from a fermentative process driven by a symbiotic culture of yeast, acetic acid bacteria and lactic acid bacteria. In the last years, its consumption has increasingly grown due to its multiple and potential benefits on human health. This fact has motivated a significant increase in the number of research studies that are focused on the biological activities of this beverage. In this context, this review gathers the main studies that have analyzed the different properties of Kombucha tea (as antioxidant, antimicrobial, antidiabetic, antitumoral, anti-inflammatory, antihypertensive, hepatoprotective, hypocholesterolemic, and probiotic activities). It is highlighted that nowadays few human-based evidences are available to prove the beneficial effect of Kombucha tea on humans' health. In conclusion, further work on Kombucha tea is needed since nowadays few information is available on both clinical studies and the characterization of bioactive compounds and their properties.
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Fermented foods: an update on evidence-based health benefits and future perspectives. Food Res Int 2022; 156:111133. [DOI: 10.1016/j.foodres.2022.111133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 03/10/2022] [Accepted: 03/11/2022] [Indexed: 12/15/2022]
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Nyiew K, Kwong PJ, Yow Y. An overview of antimicrobial properties of kombucha. Compr Rev Food Sci Food Saf 2022; 21:1024-1053. [DOI: 10.1111/1541-4337.12892] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 10/14/2021] [Accepted: 11/26/2021] [Indexed: 12/22/2022]
Affiliation(s)
- Ke‐Ying Nyiew
- Department of Biological Sciences School of Medical and Life Sciences Sunway University Selangor Malaysia
| | - Phek Jin Kwong
- Department of Agricultural and Food Science Faculty of Science Universiti Tunku Abdul Rahman Perak Campus Kampar Malaysia
| | - Yoon‐Yen Yow
- Department of Biological Sciences School of Medical and Life Sciences Sunway University Selangor Malaysia
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Zapletal K, Machnik G, Okopień B. Polyphenols of Antibacterial Potential - May They Help in Resolving Some Present Hurdles in Medicine? Folia Biol (Praha) 2022; 68:87-96. [PMID: 36689315 DOI: 10.14712/fb2022068030087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
The phenomenon of antibiotic resistance has been recognized as one of the greatest threats to humanity. Therefore, there is an enormous need to introduce new antibiotics to the medical practice that will effectively eradicate the resistant bacterial strains threatening human health and life. One solution currently being considered as an alternative to antibiotics involves secondary metabolites of plants that can be used in modern antibacterial therapy. Polyphenols represent a broad and diversified group of plant-derived aromatic compounds. Their antibacterial potential has been recognized via specific mechanisms of action, e.g., by inhibition of bacterial biofilm formation, through synergistic effects with the action of currently used antibiotics, and by inhibition of the activity of bacterial virulence factors.
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Affiliation(s)
- K Zapletal
- Department of Internal Medicine and Clinical Pharmacology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - G Machnik
- Department of Internal Medicine and Clinical Pharmacology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - B Okopień
- Department of Internal Medicine and Clinical Pharmacology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
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Pauer H, Teixeira FL, Robinson AV, Parente TE, De Melo MAF, Lobo LA, Domingues RMCP, Allen-Vercoe E, Ferreira RBR, Antunes LCM. Bioactive small molecules produced by the human gut microbiome modulate Vibrio cholerae sessile and planktonic lifestyles. Gut Microbes 2021; 13:1-19. [PMID: 34006192 PMCID: PMC8143261 DOI: 10.1080/19490976.2021.1918993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Humans live in symbiosis with a diverse community of microorganisms, which has evolved to carry out many specific tasks that benefit the host, including protection against invading pathogens. Within the chemical diversity of the gastrointestinal tract, small molecules likely constitute chemical cues for the communication between the microbiota and pathogens. Therefore, we sought to investigate if molecules produced by the human gut microbiota show biological activity against the human pathogen Vibrio cholerae. To probe the effects of the gut metabolome on V. cholerae, we investigated its response to small-molecule extracts from human feces, from a complex bacterial community cultivated in vitro, and from culture supernatants of Enterocloster citroniae, Bacteroides thetaiotaomicron, and Bacteroides vulgatus. Using RNA sequencing, we determined the impact of the human gut metabolome on V. cholerae global gene expression. Among the genes downregulated in the presence of the fecal extract, the most overrepresented functional category was cell motility, which accounted for 39% of repressed genes. Repression of V. cholerae motility by the fecal extract was confirmed phenotypically, and E. citroniae extracts reproduced this phenotype. A complex in vitro microbial community led to increased motility, as did extracts from B. vulgatus, a species present in this community. Accordingly, mucin penetration was also repressed by fecal and E. citroniae extracts, suggesting that the phenotypes observed may have implications for host colonization. Together with previous studies, this work shows that small molecules from the gut metabolome may have a widespread, significant impact on microbe-microbe interactions established in the gut environment.
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Affiliation(s)
- Heidi Pauer
- Instituto Nacional de Ciência e Tecnologia de Inovação Em Doenças De Populações Negligenciadas, Centro De Desenvolvimento Tecnológico em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Felipe Lopes Teixeira
- Departamento de Tecnologia Farmacêutica, Universidade Federal Fluminense, Niterói, Brazil
| | - Avery V. Robinson
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada
| | - Thiago E. Parente
- Laboratório de Genômica Funcional e Bioinformática, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Marília A. F. De Melo
- Laboratório de Genômica Funcional e Bioinformática, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Leandro A. Lobo
- Departamento de Microbiologia Médica, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio De Janeiro, Rio de Janeiro, Brazil
| | - Regina M. C. P. Domingues
- Departamento de Microbiologia Médica, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio De Janeiro, Rio de Janeiro, Brazil
| | - Emma Allen-Vercoe
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada
| | - Rosana B. R. Ferreira
- Departamento de Microbiologia Médica, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio De Janeiro, Rio de Janeiro, Brazil
| | - Luis Caetano M. Antunes
- Instituto Nacional de Ciência e Tecnologia de Inovação Em Doenças De Populações Negligenciadas, Centro De Desenvolvimento Tecnológico em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil,Escola Nacional de Saúde Pública Sergio Arouca, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil,Laboratório de Pesquisa Em Infecção Hospitalar, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil,CONTACT Luis Caetano Antunes Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ, 21040-900
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Liu H, Xiao M, Zuo J, He X, Lu P, Li Y, Zhao Y, Xia F. Vanillic acid combats Vibrio alginolyticus by cell membrane damage and biofilm reduction. JOURNAL OF FISH DISEASES 2021; 44:1799-1809. [PMID: 34310732 DOI: 10.1111/jfd.13498] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 07/09/2021] [Accepted: 07/12/2021] [Indexed: 06/13/2023]
Abstract
Antibiotics are the most powerful weapon against bacterial infectious diseases in aquaculture. However, the indiscriminate usage of antibiotics often culminates in the emerging development of antibiotic-resistant bacteria, making it imperative to search for novel types of antimicrobial agents. This study investigated the antibacterial and antivirulence effects of vanillic acid (VA) against the fish pathogen, Vibrio alginolyticus. We showed that VA had a good anti-Vibrio activity with minimal inhibitory concentration (MIC) of 1.0 mg/ml. In addition, VA wielded its antibacterial action in a dose-/time-dependent manner by causing cell membrane damage and increasing membrane permeability, which is evidenced by increasing the conductivity and malondialdehyde content in the treated cell cultures and the scanning electron microscopy images. Furthermore, VA significantly reduced the biofilm-forming capability, mobility and exotoxin production (protease and exopolysaccharide) and downregulation of the expression of biofilm- and virulence-associated genes (sypG, fliS, fliK, lafA, lafK, asp and luxR) was seen in the V. alginolyticus that exposed to VA at subinhibitory concentrations. Overall, our findings suggested that VA may be of interest for treating V. alginolyticus-associated infections in aquaculture.
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Affiliation(s)
- Huan Liu
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
- Shaanxi Research Institute of Agriculture Products Processing Technology, Xi'an, China
| | - Miao Xiao
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
| | - Jing Zuo
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
| | - Xiaoxian He
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
| | - Ping Lu
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
| | - Yingyu Li
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
| | - Yanni Zhao
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
- Shaanxi Research Institute of Agriculture Products Processing Technology, Xi'an, China
| | - Fei Xia
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, China
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16
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Bautista-Hernández I, Aranda-Ledesma NE, Rojas R, Tafolla-Arellano JC, Martínez-Ávila GC. Antioxidant activity of polyphenolic compounds obtained from Euphorbia antisyphilitica by-products. Heliyon 2021; 7:e06734. [PMID: 33869881 PMCID: PMC8045045 DOI: 10.1016/j.heliyon.2021.e06734] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/28/2021] [Accepted: 04/01/2021] [Indexed: 11/17/2022] Open
Abstract
In this study, an alternative extraction technique, ultrasound-assisted extraction, was used to extract the polyphenolic fraction from two different residues of the candelilla plant (Euphorbia antisyphilitica). These metabolites were further analyzed to evaluate their bioactivity as antioxidants. In addition, their functional groups were identified by Fourier transform infrared (FTIR) spectroscopy. The antioxidant assays showed statistically significant differences between the phenolic extracts, with citric acid residues (CAR) exhibiting a higher oxidant effect than sulfuric acid residues (SAR). The CAR from San Jerónimo (SJ) cultivar showed decreased IC50 values (179.441 ± 7.92 μL mL-1, DPPH•), and its polyphenolic fraction was able to inhibit lipid oxidation (70.31 ± 2.50%). FTIR analysis subsequently revealed the presence of functional groups related to polyphenolic compounds, such as hydroxy, carbonyl, carbon double bond, and amine groups. In addition, FTIR spectra showed slight differences in phenolic compounds, due to the strong acid treatment involved in the extraction of wax. The present study demonstrated that candelilla by-products from citric acid-wax extraction have a polyphenolic fraction with strong antioxidant activity, which may be useful in food and pharmaceutical products.
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Affiliation(s)
- Israel Bautista-Hernández
- Autonomous University of Nuevo Leon, School of Agronomy, Laboratory of Chemistry and Biochemistry, General Escobedo, Nuevo Leon, Mexico
| | - Néstor E. Aranda-Ledesma
- Autonomous University of Nuevo Leon, School of Agronomy, Laboratory of Chemistry and Biochemistry, General Escobedo, Nuevo Leon, Mexico
| | - Romeo Rojas
- Autonomous University of Nuevo Leon, School of Agronomy, Laboratory of Chemistry and Biochemistry, General Escobedo, Nuevo Leon, Mexico
| | - Julio C. Tafolla-Arellano
- Autonomous University Antonio Narro, Basic Sciences Department, Laboratory of Biotechnology and Molecular Biology, Saltillo, Coahuila, Mexico
| | - Guillermo C.G. Martínez-Ávila
- Autonomous University of Nuevo Leon, School of Agronomy, Laboratory of Chemistry and Biochemistry, General Escobedo, Nuevo Leon, Mexico
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Das S, Chourashi R, Mukherjee P, Kundu S, Koley H, Dutta M, Mukhopadhyay AK, Okamoto K, Chatterjee NS. Inhibition of growth and virulence of Vibrio cholerae by carvacrol, an essential oil component of Origanum spp. J Appl Microbiol 2021; 131:1147-1161. [PMID: 33544959 DOI: 10.1111/jam.15022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/14/2021] [Accepted: 01/28/2021] [Indexed: 01/11/2023]
Abstract
AIMS In the age where bacterial resistance to conventional antibiotics is increasing at an alarming rate, the use of the traditional plant, herb extracts or other bioactive constituents is gradually becoming popular as an anti-virulence agent to treat pathogenic diseases. Carvacrol, a major essential oil fraction of Oregano, possesses a wide range of bioactivities. Therefore, we aimed to study the effect of sub-inhibitory concentrations of carvacrol on major virulence traits of Vibrio cholerae. METHODS AND RESULTS We have used in vitro as well as ex vivo models to access the anti-pathogenic role of carvacrol. We found that the sub-inhibitory concentration of carvacrol significantly repressed bacterial mucin penetrating ability. Carvacrol also reduced the adherence and fluid accumulation in the rabbit ileal loop model. Reduction in virulence is associated with the downregulated expression of tcpA, ctxB, hlyA and toxT. Furthermore, carvacrol inhibits flagellar synthesis by downregulating the expression of flrC and most of the class III genes. CONCLUSIONS Carvacrol exhibited anti-virulence activity against V. cholerae, which involved many events including the inhibition of mucin penetration, adhesion, reduced expression of virulence-associated genes culminating in reduced fluid accumulation. SIGNIFICANCE AND IMPACT OF THE STUDY These findings indicate that carvacrol possesses inhibitory activity against V. cholerae pathogenesis and might be considered as a potential bio-active therapeutic alternative to combat cholera.
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Affiliation(s)
- S Das
- Division of Biochemistry, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - R Chourashi
- Division of Biochemistry, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - P Mukherjee
- Division of Bacteriology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - S Kundu
- Division of Biochemistry, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - H Koley
- Division of Bacteriology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - M Dutta
- Division of Electron Microscopy, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - A K Mukhopadhyay
- Division of Bacteriology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - K Okamoto
- Collaborative Research Center of Okayama University for Infectious Diseases at NICED, Kolkata, India
| | - N S Chatterjee
- Division of Biochemistry, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
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18
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Challenges to antimicrobial susceptibility testing of plant-derived polyphenolic compounds. Arh Hig Rada Toksikol 2020; 71:300-311. [PMID: 33410777 PMCID: PMC7968511 DOI: 10.2478/aiht-2020-71-3396] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Accepted: 10/01/2020] [Indexed: 12/12/2022] Open
Abstract
As multidrug resistance gains momentum, the last two decades have seen an ever-growing interest in the antimicrobial properties of plant extracts and plant-derived compounds. Most of the focus is on polyphenols – a large and diverse group of phytochemicals with strong antibacterial activity. Testing methods provide reliable results as long as they follow standard procedures. However, methods and procedures used in antimicrobial susceptibility testing (AST) are often too diverse to allow comparison of results. The lack of uniformity and comparability is much owed to the absence of guidelines. The focus of this review is to give a critical overview of different methods used in the assessment of polyphenols antimicrobial efficacy and to highlight the importance of their standardisation.
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19
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Lopes DR, Santos LO, Prentice‐Hernández C. Antioxidant and antibacterial activity of a beverage obtained by fermentation of yerba‐maté (
Ilex paraguariensis
) with symbiotic kombucha culture. J FOOD PROCESS PRES 2020. [DOI: 10.1111/jfpp.15101] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Danielle Rubim Lopes
- Laboratory of Food Technology School of Chemistry and Food Federal University of Rio Grande Rio Grande Brazil
| | - Lucielen Oliveira Santos
- Laboratory of Biotechnology School of Chemistry and Food Federal University of Rio Grande Rio Grande Brazil
| | - Carlos Prentice‐Hernández
- Laboratory of Food Technology School of Chemistry and Food Federal University of Rio Grande Rio Grande Brazil
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21
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Sousa FBM, Nolêto IRSG, Chaves LS, Pacheco G, Oliveira AP, Fonseca MMV, Medeiros JVR. A comprehensive review of therapeutic approaches available for the treatment of cholera. J Pharm Pharmacol 2020; 72:1715-1731. [DOI: 10.1111/jphp.13344] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 07/04/2020] [Indexed: 12/15/2022]
Abstract
Abstract
Objectives
The oral rehydration solution is the most efficient method to treat cholera; however, it does not interfere in the action mechanism of the main virulence factor produced by Vibrio cholerae, the cholera toxin (CT), and this disease still stands out as a problem for human health worldwide. This review aimed to describe therapeutic alternatives available in the literature, especially those related to the search for molecules acting upon the physiopathology of cholera.
Key findings
New molecules have offered a protection effect against diarrhoea induced by CT or even by infection from V. cholerae. The receptor regulator cystic fibrosis channel transmembrane (CFTR), monosialoganglioside (GM1), enkephalinase, AMP-activated protein kinase (AMPK), inhibitors of expression of virulence factors and activators of ADP-ribosylarginine hydrolase are the main therapeutic targets studied. Many of these molecules or extracts still present unclear action mechanisms.
Conclusions
Knowing therapeutic alternatives and their molecular mechanisms for the treatment of cholera could guide us to develop a new drug that could be used in combination with the rehydration solution.
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Affiliation(s)
- Francisca B M Sousa
- Laboratory of Pharmacology of Inflammation and Gastrointestinal Disorders (Lafidg), Post-graduation Program in Biotechnology, Federal University of Parnaíba Delta, Parnaíba, Brazil
- Northeast Biotechnology Network (RENORBIO), Federal University of Piauí, Teresina, Brazil
| | - Isabela R S G Nolêto
- Laboratory of Pharmacology of Inflammation and Gastrointestinal Disorders (Lafidg), Post-graduation Program in Biotechnology, Federal University of Parnaíba Delta, Parnaíba, Brazil
- Northeast Biotechnology Network (RENORBIO), Federal University of Piauí, Teresina, Brazil
| | - Leticia S Chaves
- Laboratory of Pharmacology of Inflammation and Gastrointestinal Disorders (Lafidg), Post-graduation Program in Biotechnology, Federal University of Parnaíba Delta, Parnaíba, Brazil
- Post-graduation Program in Biomedical Sciences, Federal University of Piauí, Parnaíba, Brazil
| | - Gabriella Pacheco
- Laboratory of Pharmacology of Inflammation and Gastrointestinal Disorders (Lafidg), Post-graduation Program in Biotechnology, Federal University of Parnaíba Delta, Parnaíba, Brazil
| | - Ana P Oliveira
- Laboratory of Pharmacology of Inflammation and Gastrointestinal Disorders (Lafidg), Post-graduation Program in Biotechnology, Federal University of Parnaíba Delta, Parnaíba, Brazil
- Northeast Biotechnology Network (RENORBIO), Federal University of Piauí, Teresina, Brazil
| | - Mikhail M V Fonseca
- Institute of Higher Education of Vale do Parnaíba (IESVAP), Parnaíba, Brazil
| | - Jand V R Medeiros
- Laboratory of Pharmacology of Inflammation and Gastrointestinal Disorders (Lafidg), Post-graduation Program in Biotechnology, Federal University of Parnaíba Delta, Parnaíba, Brazil
- Northeast Biotechnology Network (RENORBIO), Federal University of Piauí, Teresina, Brazil
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