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Demin KA, Refeld AG, Bogdanova AA, Prazdnova EV, Popov IV, Kutsevalova OY, Ermakov AM, Bren AB, Rudoy DV, Chistyakov VA, Weeks R, Chikindas ML. Mechanisms of Candida Resistance to Antimycotics and Promising Ways to Overcome It: The Role of Probiotics. Probiotics Antimicrob Proteins 2021; 13:926-948. [PMID: 33738706 DOI: 10.1007/s12602-021-09776-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2021] [Indexed: 12/12/2022]
Abstract
Pathogenic Candida and infections caused by those species are now considered as a serious threat to public health. The treatment of candidiasis is significantly complicated by the increasing resistance of pathogenic strains to current treatments and the stagnant development of new antimycotic drugs. Many species, such as Candida auris, have a wide range of resistance mechanisms. Among the currently used synthetic and semi-synthetic antifungal drugs, the most effective are azoles, echinocandins, polyenes, nucleotide analogs, and their combinations. However, the use of probiotic microorganisms and/or the compounds they produce is quite promising, although underestimated by modern pharmacology, to control the spread of pathogenic Candida species.
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Affiliation(s)
- Konstantin A Demin
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, Russia
| | - Aleksandr G Refeld
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, Russia
| | - Anna A Bogdanova
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, Russia
| | - Evgenya V Prazdnova
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, Russia
| | - Igor V Popov
- Center for Agrobiotechnology, Don State Technical University, Rostov-on-Don, Russia
| | | | - Alexey M Ermakov
- Center for Agrobiotechnology, Don State Technical University, Rostov-on-Don, Russia
| | - Anzhelica B Bren
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, Russia.,Center for Agrobiotechnology, Don State Technical University, Rostov-on-Don, Russia
| | - Dmitry V Rudoy
- Center for Agrobiotechnology, Don State Technical University, Rostov-on-Don, Russia
| | - Vladimir A Chistyakov
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, Russia
| | - Richard Weeks
- Health Promoting Naturals Laboratory, School of Environmental and Biological Sciences, Rutgers State University, New Brunswick, NJ, USA
| | - Michael L Chikindas
- Center for Agrobiotechnology, Don State Technical University, Rostov-on-Don, Russia. .,Health Promoting Naturals Laboratory, School of Environmental and Biological Sciences, Rutgers State University, New Brunswick, NJ, USA. .,I.M. Sechenov First Moscow State Medical University, Moscow, Russia.
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Reginatto P, Bergamo VZ, Berlitz SJ, Guerreiro ICK, de Andrade SF, Fuentefria AM. Rational selection of antifungal drugs to propose a new formulation strategy to control Candida biofilm formation on venous catheters. Braz J Microbiol 2020; 51:1037-1049. [PMID: 32077074 DOI: 10.1007/s42770-020-00242-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 02/06/2020] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Infections associated with medical devices are often related to colonization by Candida spp. biofilm; in this way, numerous strategies have been developed and studied, mainly in order to prevent this type of fungal growth. AIM Considering the above, the main objective of the present study is to make a rational choice of the best antifungal therapy for the in vitro treatment of the biofilm on venous catheters, proposing an innovative formulation of a film-forming system to coat the surface in order to prevent the formation of biofilms. METHODOLOGY Anidulafungin, fluconazole, voriconazole, ketoconazole, amphotericin B, and the association of anidulafungin and amphotericin B were tested against biofilms of C. albicans, C. tropicalis, and C. parapsilosis strains in microtiter plates and in a polyurethane catheter. Besides, anidulafungin, amphotericin B, and the combination of both were incorporated in a film-forming system and were evaluated against biofilm. RESULTS The superior activity of anidulafungin was demonstrated in relation to the other antifungal agents. Although amphotericin B showed good activity, high concentrations were required. The combination showed a synergistic action, in solution and in the formulation, showing excellent results, with activity above 90%. CONCLUSION Due to the superiority of anidulafungin and the synergistic activity of the combination, these alternatives were the most promising options for use in a formulation proposal as a new strategy to combat the Candida spp. biofilm. These formulations demonstrated high in vitro performance in the prevention of biofilms, indicating that they are candidates with great potential for in vivo tests.
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Affiliation(s)
- Paula Reginatto
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil. .,Laboratório de Micologia Aplicada, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil.
| | - Vanessa Zafanelli Bergamo
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Simone Jacobus Berlitz
- Programa de Pós-Graduação em Nanotecnologia Farmacêutica, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Irene Clemes Kulkamp Guerreiro
- Programa de Pós-Graduação em Nanotecnologia Farmacêutica, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.,Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.,Departamento de Produção de Matéria-Prima, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Saulo Fernandes de Andrade
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.,Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.,Departamento de Produção de Matéria-Prima, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Alexandre Meneghello Fuentefria
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.,Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.,Departamento de Análises, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
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Staniszewska M, Sobiepanek A, Gizińska M, Peña-Cabrera E, Arroyo-Córdoba IJ, Kazek M, Kuryk Ł, Wieczorek M, Koronkiewicz M, Kobiela T, Ochal Z. Sulfone derivatives enter the cytoplasm of Candida albicans sessile cells. Eur J Med Chem 2020; 191:112139. [PMID: 32109777 DOI: 10.1016/j.ejmech.2020.112139] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Revised: 01/20/2020] [Accepted: 02/09/2020] [Indexed: 01/28/2023]
Abstract
Since our study showed that sulfone derivatives' action mode creates a lesser risk of inducing widespread resistance among Candida spp., we continued verifying sulfones' antifungal activity using the following newly synthesized derivatives: bromodichloromethy-4-hydrazinyl-3-nitrophenyl sulfone (S1), difluoroiodomethyl-4-hydrazinyl-3-nitrophenyl sulfone (S2), and chlorodifluoromethyl-4-hydrazinyl-3-nitrophenyl sulfone (S3). As the mechanism by which sulfones gain access to the cytoplasm has not been elucidated yet, in order to track S1-3, we coupled their hydrazine group with BODIPY (final S1-3 BODIPY-labelled were named SB1-3). This approach allowed us to follow the vital internalization and endocytic routing of SB1-3, while BODIPY interacts primarily with fungal surfaces, thus confirming that S1-3 and their counterparts SB1-2 behaved as non-typical agents by damaging the cell membrane and wall after being endocytosed (SB1-3 fluorescence visible inside the unlysed sessile cells). Thus greatly decreasing the likelihood of the appearance of strains resistance. Core sulfones S1-3 are a promising alternative not only to treat planktonic C. albicans but also biofilm-embedded cells. In the flow cytometric analysis, the planktonic cell surface was digested by S1-3, which made the externalized PS accessible to AnnexinV binding and PI input (accidental cell death ACD). The occurrence of ACD as well as apoptosis (crescent-shaped nuclei) and anoikis of sessile cells (regulated cell death by 100%-reduction in attachment to epithelium) was assessed through monitoring the AO/PI/HO342 markers. CLSM revealed the invasion of S1-3 and SB1-3 in C. albicans without inducing cell lysis. This was a novel approach in which QCM-D was used for real-time in situ detection of viscoelastic changes in the C. albicans biofilm, and its interaction with S1 as a representative of the sulfones tested. S1 (not toxic in vivo) is a potent fungicidal agent against C. albicans and could be administered to treat invasive candidiasis as a monotherapy or in combination with antifungal agents of reference to treat C. albicans infections.
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Affiliation(s)
- Monika Staniszewska
- Chair of Drug and Cosmetics Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664, Warsaw, Poland.
| | - Anna Sobiepanek
- Chair of Drug and Cosmetics Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664, Warsaw, Poland
| | | | - Eduardo Peña-Cabrera
- Departamento de Química, Universidad de Guanajuato, Noria Alta S/N, Guanajuato, Guanajuato, 36050, Mexico
| | - Ismael J Arroyo-Córdoba
- Departamento de Química, Universidad de Guanajuato, Noria Alta S/N, Guanajuato, Guanajuato, 36050, Mexico
| | - Michalina Kazek
- Laboratory of Physiology, The Witold Stefański Institute of Parasitology, Polish Academy of Science, Twarda 51/55, 00-818, Warsaw, Poland
| | - Łukasz Kuryk
- National Institute of Public Health-National Institute of Hygiene, 00-791, Warsaw, Poland
| | - Magdalena Wieczorek
- National Institute of Public Health-National Institute of Hygiene, 00-791, Warsaw, Poland
| | - Mirosława Koronkiewicz
- Department of Drug Biotechnology and Bioinformatics, National Medicines Institute, Warsaw, 00-725, Poland
| | - Tomasz Kobiela
- Chair of Drug and Cosmetics Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664, Warsaw, Poland
| | - Zbigniew Ochal
- Chair of Drug and Cosmetics Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664, Warsaw, Poland.
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Antifungal and Antivirulence Activities of Hydroalcoholic Extract and Fractions of Platonia insignis Leaves against Vaginal Isolates of Candida Species. Pathogens 2020; 9:pathogens9020084. [PMID: 32013047 PMCID: PMC7168675 DOI: 10.3390/pathogens9020084] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 01/12/2020] [Accepted: 01/16/2020] [Indexed: 11/29/2022] Open
Abstract
Vulvovaginal candidiasis is a common fungal infection in women. In this study, Platonia insignis hydroalcoholic extract (PiHE) and its fractions were evaluated for antifungal and antivirulence activities against vaginal Candida species. Dichloromethane (DCMF) and ethyl acetate fractions (EAF) obtained from PiHE effectively inhibited the pathogen. Electrospray ionization mass spectrometry was used for identifying the main compounds in extracts. Minimal inhibitory and fungicidal concentrations (MIC and MFC, respectively) were determined by a broth microdilution assay. Furthermore, we evaluated the effect of the extract and fractions on the virulence properties of Candida albicans, and their cytotoxicity effect was determined on RAW 264.7 cells. Compounds found in extracts were flavonoid glycosides, mainly derivatives of quercetin and myricetin. Extracts showed antifungal potential, with the lowest MIC value for EAF (1.3 mg/mL) and inhibited Candida adherence and biofilm formation. EAF disrupted 48 h biofilms with an inhibition rate of more than 90%. The extract and its fractions exhibited no cytotoxicity. The antifungal effects were attributed to the ability of these extracts to alter the mitochondrial membrane potential for the release of pro-apoptotic factors in the cytosol. In conclusion, our data suggest that PiHE and EAF could act as novel candidates for the development of new therapeutic treatments against fungal infections.
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Kouidhi B, Hagar M, Radwan NR, Chaieb K. Synthesis and evaluation of antibacterial and antibiofilm activities of pyridin-2-yl hexanoate. Microb Pathog 2018; 125:205-209. [DOI: 10.1016/j.micpath.2018.09.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 09/12/2018] [Accepted: 09/12/2018] [Indexed: 12/14/2022]
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Teodoro GR, Gontijo AVL, Salvador MJ, Tanaka MH, Brighenti FL, Delbem ACB, Delbem ÁCB, Koga-Ito CY. Effects of Acetone Fraction From Buchenavia tomentosa Aqueous Extract and Gallic Acid on Candida albicans Biofilms and Virulence Factors. Front Microbiol 2018; 9:647. [PMID: 29675005 PMCID: PMC5895766 DOI: 10.3389/fmicb.2018.00647] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 03/20/2018] [Indexed: 12/12/2022] Open
Abstract
A promising anti-Candida activity of Buchenavia tomentosa extracts was recently described. In the present work, experiments were carried out to determine the fraction with higher antifungal activity from a B. tomentosa extract. Acetone fraction (AF) was obtained from the aqueous extract from dried leaves (5 min/100°C) and it was the most effective one. Gallic acid (GA) was identified by electrospray ionization mass spectrometry (ESI–MS) and also chosen to perform antifungal tests due to its promising activity on Candida albicans. Minimal inhibitory and fungicidal concentrations (MIC and MFC) were determined by broth microdilution technique. The effect on virulence factors of C. albicans was evaluated, and the cytotoxicity was determined. MIC50 and MIC90 values were both equal to 0.625 mg ml-1 for AF and 2.5 and 5 mg ml-1, respectively, for GA. AF and GA showed ability to inhibit C. albicans adherence and to disrupt 48 h-biofilm. AF and GA were effective in reducing the formation of hyphae of C. albicans SC5314. AF and GA decreased adherence of C. albicans to oral epithelial cells. AF and GA showed slight to moderate toxicity to Vero cells. This result suggests further studies for topic use of these compounds. AF, which contains a combination of several molecules, presented greater potential of antimicrobial activity than GA, with lower values of MIC and lower cytoxicity.
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Affiliation(s)
- Guilherme R Teodoro
- Environmental Engineering Department and Oral Biopathology Graduate Program, Institute of Science and Technology of São José dos Campos, São Paulo State University, São Paulo, Brazil
| | - Aline V L Gontijo
- Environmental Engineering Department and Oral Biopathology Graduate Program, Institute of Science and Technology of São José dos Campos, São Paulo State University, São Paulo, Brazil.,Department of Plant Biology, PPGBTPB, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Marcos J Salvador
- Department of Plant Biology, PPGBTPB, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Márcia H Tanaka
- Environmental Engineering Department and Oral Biopathology Graduate Program, Institute of Science and Technology of São José dos Campos, São Paulo State University, São Paulo, Brazil
| | | | - Alberto C B Delbem
- Araçatuba Faculty of Dentistry, São Paulo State University, São Paulo, Brazil
| | - Ádina C B Delbem
- Araçatuba Faculty of Dentistry, São Paulo State University, São Paulo, Brazil
| | - Cristiane Y Koga-Ito
- Environmental Engineering Department and Oral Biopathology Graduate Program, Institute of Science and Technology of São José dos Campos, São Paulo State University, São Paulo, Brazil
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Liu X, Ma Z, Zhang J, Yang L. Antifungal Compounds against Candida Infections from Traditional Chinese Medicine. BIOMED RESEARCH INTERNATIONAL 2017; 2017:4614183. [PMID: 29445739 PMCID: PMC5763084 DOI: 10.1155/2017/4614183] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 11/25/2017] [Accepted: 12/06/2017] [Indexed: 12/22/2022]
Abstract
Infections caused by Candida albicans, often refractory and with high morbidity and mortality, cause a heavy burden on the public health while the current antifungal drugs are limited and are associated with toxicity and resistance. Many plant-derived molecules including compounds isolated from traditional Chinese medicine (TCM) are reported to have antifungal activity through different targets such as cell membrane, cell wall, mitochondria, and virulence factors. Here, we review the recent progress in the anti-Candida compounds from TCM, as well as their antifungal mechanisms. Considering the diverse targets and structures, compounds from TCM might be a potential library for antifungal drug development.
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Affiliation(s)
- Xin Liu
- Eye Center, The Second Hospital of Jilin University, Changchun 130041, China
| | - Zhiming Ma
- Department of Gastrointestinal Nutrition and Hernia Surgery, The Second Hospital of Jilin University, Changchun 130041, China
| | - Jingxiao Zhang
- Department of Emergency, The Second Hospital of Jilin University, Changchun 130041, China
| | - Longfei Yang
- Jilin Provincial Key Laboratory on Molecular and Chemical Genetics, The Second Hospital of Jilin University, Changchun 130041, China
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Gallic acid/hydroxypropyl-β-cyclodextrin complex: Improving solubility for application on in vitro/ in vivo Candida albicans biofilms. PLoS One 2017; 12:e0181199. [PMID: 28700692 PMCID: PMC5507443 DOI: 10.1371/journal.pone.0181199] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Accepted: 06/26/2017] [Indexed: 12/12/2022] Open
Abstract
The aim of this study was to increase the solubility of gallic acid (GA) for the treatment of Candida albicans biofilm, which is very difficult to treat and requires high drug concentrations. Cyclodextrins (CDs) were used for this purpose. Complexes were evaluated by phase-solubility studies, prepared by spray drying and characterized by drug loading, scanning electron microscopy (SEM) and differential scanning calorimetry (DSC). The complexes were tested on C. albicans biofilm using in vitro and in vivo models. HPβCD formed soluble inclusion complexes with GA. The percentage of GA in GA/HPβCD was 10.8 ± 0.01%. The SEM and DSC analyses confirmed the formation of inclusion complexes. GA/HPβCD maintained the antimicrobial activity of the pure GA. GA/HPβCD was effective on C. albicans biofilms of 24 and 48h. The in vivo results showed an anti-inflammatory activity of GA/HPβCD with no difference in invading hypha counting among the groups. This study encourages the development of new antifungal agents.
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Yun DG, Lee DG. Assessment of silibinin as a potential antifungal agent and investigation of its mechanism of action. IUBMB Life 2017. [DOI: 10.1002/iub.1647] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Dae Gyu Yun
- School of Life Sciences, BK 21 Plus KNU Creative BioResearch Group; College of Natural Sciences, Kyungpook National University; 80 Daehakro, Bukgu Daegu, 41566 Republic of Korea
| | - Dong Gun Lee
- School of Life Sciences, BK 21 Plus KNU Creative BioResearch Group; College of Natural Sciences, Kyungpook National University; 80 Daehakro, Bukgu Daegu, 41566 Republic of Korea
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Brighenti FL, Salvador MJ, Gontijo AVL, Delbem ACB, Delbem ÁCB, Soares CP, de Oliveira MAC, Girondi CM, Koga-Ito CY. Plant extracts: initial screening, identification of bioactive compounds and effect against Candida albicans biofilms. Future Microbiol 2016; 12:15-27. [PMID: 27922746 DOI: 10.2217/fmb-2016-0094] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
AIM This study screened plants from Brazilian Pantanal for Candida albicans antibiofilm activity. MATERIAL & METHODS Sixty extracts were obtained from ten plants using different extraction methods. Antifungal activity was assessed. Effects on biofilm inhibition and disruption and cytotoxicity were also evaluated. The most active extract was chemically characterized. RESULTS Buchenavia tomentosa ethanolic extract showed noticeable antifungal activity and was selected for biofilm experiments. Subinhibitory concentration of extract inhibited fungal adhesion. Maximum killing reached 90% of C. albicans cells in suspension and 65% of cells in biofilms. The active extract was noncytotoxic. Chemical characterization showed the presence of phenols. Ellagic and gallic acids showed activity on C. albicans. CONCLUSION B. tomentosa extract and its isolated compound, ellagic acid, presented antibiofilm activity and low toxicity.
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Affiliation(s)
- Fernanda Lourenção Brighenti
- Faculty of Dentistry, Univ. Estadual Paulista/UNESP, Araraquara, R. Humaitá, 1680, Araraquara, SP 14801-903, Brazil
| | - Marcos José Salvador
- Institute of Biology, University of Campinas/UNICAMP, Postal Box 6109, Campinas, SP 3083-970, Brazil
| | | | - Alberto Carlos Botazzo Delbem
- Faculty of Dentistry, Univ. Estadual Paulista/UNESP, Araçatuba, R. José Bonifácio, 1193, Araçatuba, SP 16015-050, Brazil
| | - Ádina Cléia Botazzo Delbem
- Faculty of Dentistry, Univ. Estadual Paulista/UNESP, Araçatuba, R. José Bonifácio, 1193, Araçatuba, SP 16015-050, Brazil
| | - Cristina Pacheco Soares
- Universidade do Vale do Paraíba - UNIVAP, Av. Shishima Hifumi, 2911, São José dos Campos, SP 12244-390, Brazil
| | - Maria Alcionéiac Carvalho de Oliveira
- Institute of Science & Technology, Univ. Estadual Paulista/UNESP, São José dos Campos, Av. Eng. Francisco José Longo, 777, São José dos Campos, SP 12245-000, Brazil
| | - Camila Miorelli Girondi
- Institute of Science & Technology, Univ. Estadual Paulista/UNESP, São José dos Campos, Av. Eng. Francisco José Longo, 777, São José dos Campos, SP 12245-000, Brazil
| | - Cristiane Yumi Koga-Ito
- Institute of Science & Technology, Univ. Estadual Paulista/UNESP, São José dos Campos, Av. Eng. Francisco José Longo, 777, São José dos Campos, SP 12245-000, Brazil
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