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Marin LM, Katselis GS, Chumala P, Sanche S, Julseth L, Penz E, Skomro R, Siqueira WL. Identification of SARS-CoV-2 biomarkers in saliva by transcriptomic and proteomics analysis. Clin Proteomics 2023; 20:30. [PMID: 37537537 PMCID: PMC10398966 DOI: 10.1186/s12014-023-09417-w] [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: 03/07/2022] [Accepted: 06/20/2023] [Indexed: 08/05/2023] Open
Abstract
The detection of SARS-CoV-2 biomarkers by real time PCR (rRT-PCR) has shown that the sensitivity of the test is negatively affected by low viral loads and the severity of the disease. This limitation can be overcome by the use of more sensitive approaches such as mass spectrometry (MS), which has not been explored for the detection of SARS-CoV-2 proteins in saliva. Thus, this study aimed at assessing the translational applicability of mass spectrometry-based proteomics approaches to identify viral proteins in saliva from people diagnosed with COVID-19 within fourteen days after the initial diagnosis, and to compare its performance with rRT-PCR. After ethics approval, saliva samples were self-collected by 42 COVID-19 positive and 16 healthy individuals. Samples from people positive for COVID-19 were collected on average on the sixth day (± 4 days) after initial diagnosis. Viable viral particles in saliva were heat-inactivated followed by the extraction of total proteins and viral RNA. Proteins were digested and then subjected to tandem MS analysis (LC-QTOF-MS/MS) using a data-dependent MS/MS acquisition qualitative shotgun proteomics approach. The acquired spectra were queried against a combined SARS-CoV-2 and human database. The qualitative detection of SARS-CoV-2 specific RNA was done by rRT-PCR. SARS-CoV-2 proteins were identified in all COVID-19 samples (100%), while viral RNA was detected in only 24 out of 42 COVID-19 samples (57.1%). Seven out of 18 SARS-CoV-2 proteins were identified in saliva from COVID-19 positive individuals, from which the most frequent were replicase polyproteins 1ab (100%) and 1a (91.3%), and nucleocapsid (45.2%). Neither viral proteins nor RNA were detected in healthy individuals. Our mass spectrometry approach appears to be more sensitive than rRT-PCR for the detection of SARS-CoV-2 biomarkers in saliva collected from COVID-19 positive individuals up to 14 days after the initial diagnostic test. Based on the novel data presented here, our MS technology can be used as an effective diagnostic test of COVID-19 for initial diagnosis or follow-up of symptomatic cases, especially in patients with reduced viral load.
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Affiliation(s)
- Lina M Marin
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - George S Katselis
- Canadian Centre for Health and Safety in Agriculture, Department of Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 2Z4, Canada
| | - Paulos Chumala
- Canadian Centre for Health and Safety in Agriculture, Department of Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 2Z4, Canada
| | - Stephen Sanche
- Division of Infectious Diseases, Department of Medicine, and Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 0X8, Canada
| | - Lucas Julseth
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
- Canadian Centre for Health and Safety in Agriculture, Department of Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 2Z4, Canada
| | - Erika Penz
- Division of Respirology, Critical Care and Sleep Medicine, Department of Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 0X8, Canada
| | - Robert Skomro
- Division of Respirology, Critical Care and Sleep Medicine, Department of Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 0X8, Canada
| | - Walter L Siqueira
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada.
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Ruan W, Sun C, Gao Q, Shrivastava N. Metaproteomics associated with severe early childhood caries highlights the differences in salivary proteins. Arch Oral Biol 2021; 131:105220. [PMID: 34461447 DOI: 10.1016/j.archoralbio.2021.105220] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 07/24/2021] [Accepted: 07/26/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To investigate the salivary metaproteomic characteristics of the children with and without severe early childhood caries (S-ECC). DESIGN In this study, we collected unstimulated saliva samples from 34 children (age 3-4 years) with caries free (NC, dmfs (= index of decayed, missing due to caries, or filled tooth surfaces) = 0, n = 23) and with S-ECC (dmfs≥10, n = 11). Salivary proteins were extracted and reduced, and then a Liquid Chromatography/Mass Spectrometry system was used to identify proteins. RESULTS Nearly 3000 proteins were identified in this study, and about 3.5 % of the proteins originated from human while 86 % were derived from microbes. The salivary protein types in the NC group were statistically greater than those in the S-ECC group (P <0.05). Specifically, the salivary protein types derived from microbes in the NC group were significantly greater than those in the S-ECC group. Three proteins, human lactoferrin, penicillin-binding protein 1C [Burkholderia ubonensis], human alpha-defensin 1 (F28a mutant), were decreased statistically in the NC group compared to the S-ECC group (P < 0.05). Only one protein, 50S ribosomal protein L17 secreted by Haemophilus haemolyticus, was significantly increased in the NC group compared to the S-ECC group. Salivary IgA was the top highest protein in the NC group whereas human lysozyme was the top highest protein in the S-ECC group. CONCLUSIONS The differential proteins recognized in this study may be conducive for finding a caries biomarker. Understanding the metaproteomic characteristics can help us to control the caries from human origin and microbial origin.
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Affiliation(s)
- Wenhua Ruan
- Department of Stomatology, The Children's Hospital, Zhejiang University School of Medicine, National Clinic Research Center for Child Health, No. 3333 Binsheng Road, Binjiang District, Zhejiang Province, Hangzhou, 310052, PR China.
| | - Chao Sun
- Analysis Center of Agrobiology and Environmental Sciences, Zhejiang University, Hangzhou, 310058, No. 866 Yuhangtang Road, Xihu District, Zhejiang Province, PR China
| | - Qikang Gao
- Analysis Center of Agrobiology and Environmental Sciences, Zhejiang University, Hangzhou, 310058, No. 866 Yuhangtang Road, Xihu District, Zhejiang Province, PR China.
| | - Neeraj Shrivastava
- Formerly visiting scientist at Zhejiang University, Hangzhou, Zhejiang Province, PR China; Amity Institute of Microbial Technology (AIMT), Amity University Uttar Pradesh (AUUP), Sector 125, Super Express Way, Noida, 201 303, UP, India
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Ventura TMO, Santos PSS, Ribeiro NR, de Lima Leite A, Taira EA, Dionizio A, Rubira CMF, Buzalaf MAR. Is there difference in the comparative and quantitative salivary proteome between stimulated and unstimulated saliva in head and neck cancer patients treated by radiotherapy? Oral Oncol 2021; 118:105315. [PMID: 33985911 DOI: 10.1016/j.oraloncology.2021.105315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 04/12/2021] [Accepted: 04/20/2021] [Indexed: 12/24/2022]
Abstract
Stimulation of saliva production is an alternative to improve the quality of life of patients treated by radiotherapy. However, there is no information about changes in the salivary proteome of stimulated and unstimulated saliva in these patients. OBJECTIVES Thus, we evaluated the difference in the proteomic profile of stimulated and unstimulated saliva in patients with head and neck cancer (HNC) treated by radiotherapy. METHODS Stimulated and unstimulated saliva were collected from 9 patients with HNC before (BRT), during (DRT; 2-5 weeks) and after (ART; 3-4 months) treatment. Healthy patients paired by age and gender also had their saliva collected (C; control group). The stimulated and unstimulated salivary flow were evaluated (p < 0.05). Salivary proteins were extracted and processed for shotgun proteomic analysis. RESULTS Significant differences were observed between stimulated and unstimulated salivary flows for C and BRT (p greater than 0.001), but not for DRT and ART. Proteins involved with apoptosis, antibacterial and acid-resistance were decreased in stimulated saliva in comparison to unstimulated saliva DRT and ART. Isoforms of keratins were not identified in control and BRT. CONCLUSION there is a marked difference in the protein profile of stimulated and unstimulated salivary flows in HNC patients treated by radiotherapy. In addition, saliva stimulation in patients with HNC decreases important proteins involved with dental protection. The unstimulated salivary flow seems to be the best alternative to search for biomarkers. Our results contribute in an unprecedented way to understand the changes in the salivary proteome of different flows in HNC patients undergoing radiotherapy treatment.
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Affiliation(s)
- Talita Mendes Oliveira Ventura
- Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, SP 17012-90, Brazil
| | - Paulo Sérgio Silva Santos
- Department of Surgery, Stomatology, Pathology and Radiology, Bauru School of Dentistry, University of São Paulo, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, S2P 17012-90, Brazil
| | - Nathalia Regina Ribeiro
- Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, SP 17012-90, Brazil
| | - Aline de Lima Leite
- Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, SP 17012-90, Brazil
| | - Even Akemi Taira
- Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, SP 17012-90, Brazil
| | - Aline Dionizio
- Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, SP 17012-90, Brazil
| | - Cássia Maria Fischer Rubira
- Department of Surgery, Stomatology, Pathology and Radiology, Bauru School of Dentistry, University of São Paulo, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, S2P 17012-90, Brazil
| | - Marília Afonso Rabelo Buzalaf
- Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru, SP, Brazil, Al. Octávio Pinheiro Brisolla, 9-75, Bauru, SP 17012-90, Brazil.
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Zhu Y, Marin LM, Xiao Y, Gillies ER, Siqueira WL. pH-Sensitive Chitosan Nanoparticles for Salivary Protein Delivery. NANOMATERIALS 2021; 11:nano11041028. [PMID: 33920657 PMCID: PMC8073935 DOI: 10.3390/nano11041028] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/09/2021] [Accepted: 04/14/2021] [Indexed: 12/01/2022]
Abstract
Salivary proteins such as histatins (HTNs) have demonstrated critical biological functions directly related to tooth homeostasis and prevention of dental caries. However, HTNs are susceptible to the high proteolytic activities in the oral environment. Therefore, pH-sensitive chitosan nanoparticles (CNs) have been proposed as potential carriers to protect proteins from enzymatic degradation at physiological salivary pH. Four different types of chitosan polymers were investigated and the optimal formulation had good batch to batch reproducibility, with an average hydrodynamic diameter of 144 ± 6 nm, a polydispersity index of 0.15 ± 0.04, and a zeta potential of 18 ± 4 mV at a final pH of 6.3. HTN3 encapsulation and release profiles were characterized by cationic polyacrylamide gel electrophoresis. The CNs successfully encapsulated HTN3 and selectively swelled at acidic pH to facilitate HTN3 release. Protection of HTN3 against enzymatic degradation was investigated in diluted whole saliva. HTN3 encapsulated in the CNs had a prolonged survival time compared to the free HTN3. CNs with and without HTN3 also successfully reduced biofilm weight and bacterial viability. The results of this study have demonstrated the suitability of CNs as potential protein carriers for oral applications, especially for complications occurring at acidic conditions.
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Affiliation(s)
- Yi Zhu
- School of Biomedical Engineering, The University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada; (Y.Z.); (E.R.G.)
| | - Lina M. Marin
- College of Dentistry, University of Saskatchewan, 105 Wiggins Rd, Saskatoon, SK S7N 5E4, Canada;
| | - Yizhi Xiao
- Schulich Medicine and Dentistry, The University of Western Ontario, 1151 Richmond Street, London, ON N6A 5C1, Canada;
| | - Elizabeth R. Gillies
- School of Biomedical Engineering, The University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada; (Y.Z.); (E.R.G.)
- Department of Chemistry, Department of Chemical and Biochemical Engineering, The University of Western Ontario, 1151 Richmond Street, London, ON N6A 5B7, Canada
| | - Walter L. Siqueira
- College of Dentistry, University of Saskatchewan, 105 Wiggins Rd, Saskatoon, SK S7N 5E4, Canada;
- Correspondence:
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Amado PPP, Kawamoto D, Albuquerque-Souza E, Franco DC, Saraiva L, Casarin RCV, Horliana ACRT, Mayer MPA. Oral and Fecal Microbiome in Molar-Incisor Pattern Periodontitis. Front Cell Infect Microbiol 2020; 10:583761. [PMID: 33117737 PMCID: PMC7578221 DOI: 10.3389/fcimb.2020.583761] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 09/09/2020] [Indexed: 12/16/2022] Open
Abstract
In order to improve our understanding on the microbial complexity associated with Grade C/molar-incisor pattern periodontitis (GC/MIP), we surveyed the oral and fecal microbiomes of GC/MIP and compared to non-affected individuals (Control). Seven Afro-descendants with GC/MIP and seven age/race/gender-matched controls were evaluated. Biofilms from supra/subgingival sites (OB) and feces were collected and submitted to 16S rRNA sequencing. Aggregatibacter actinomycetemcomitans (Aa) JP2 clone genotyping and salivary nitrite levels were determined. Supragingival biofilm of GC/MIP presented greater abundance of opportunistic bacteria. Selenomonas was increased in subgingival healthy sites of GC/MIP compared to Control. Synergistetes and Spirochaetae were more abundant whereas Actinobacteria was reduced in OB of GC/MIP compared to controls. Aa abundance was 50 times higher in periodontal sites with PD≥ 4 mm of GC/MIP than in controls. GC/MIP oral microbiome was characterized by a reduction in commensals such as Kingella, Granulicatella, Haemophilus, Bergeyella, and Streptococcus and enrichment in periodontopathogens, especially Aa and sulfate reducing Deltaproteobacteria. The oral microbiome of the Aa JP2-like+ patient was phylogenetically distant from other GC/MIP individuals. GC/MIP presented a higher abundance of sulfidogenic bacteria in the feces, such as Desulfovibrio fairfieldensis, Erysipelothrix tonsillarum, and Peptostreptococcus anaerobius than controls. These preliminary data show that the dysbiosis of the microbiome in Afro-descendants with GC/MIP was not restricted to affected sites, but was also observed in supragingival and subgingival healthy sites, as well as in the feces. The understanding on differences of the microbiome between healthy and GC/MIP patients will help in developing strategies to improve and monitor periodontal treatment.
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Affiliation(s)
- Pâmela Pontes Penas Amado
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Dione Kawamoto
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Emmanuel Albuquerque-Souza
- Division of Periodontology, Department of Stomatology, School of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Diego Castillo Franco
- Department of Biological Oceanography, Oceanographic Institute, University of São Paulo, São Paulo, Brazil.,Institute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland
| | - Luciana Saraiva
- Division of Periodontology, Department of Stomatology, School of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Renato Corrêa Viana Casarin
- Department of Prosthodontics and Periodontics, Piracicaba Dental School, State University of Campinas, São Paulo, Brazil
| | | | - Marcia Pinto Alves Mayer
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil.,Division of Periodontology, Department of Stomatology, School of Dentistry, University of São Paulo, São Paulo, Brazil
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Zuanazzi D, Xiao Y, Siqueira WL. Evaluating protein binding specificity of titanium surfaces through mass spectrometry-based proteomics. Clin Oral Investig 2020; 25:2281-2296. [PMID: 32870391 DOI: 10.1007/s00784-020-03548-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2019] [Accepted: 08/24/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES To evaluate whether surface characteristics of different titanium modifications may influence the composition of the salivary pellicle on each surface by analyzing the salivary proteome through mass spectrometry-based proteomics. MATERIALS AND METHODS Titanium discs with three surfaces modifications (PT (machined titanium), SLA (sandblasted/large-grit/acid-etched), and SLActive (modified SLA)) were characterized (topography, chemistry, and energy) prior to being exposed to saliva for 2 h to form a protein pellicle. The resultant protein layer was retrieved and analyzed through mass spectrometry (nLC-ESI-MS/MS) to examine the surface specificity for protein binding, while the proteome profile of each surface was classified. RESULTS The proteome analysis showed that the salivary pellicle composition was more complex on rough surfaces (SLA and SLActive). Although variability in protein composition was observed between surfaces, most proteins were detected on more than one surface, indicating a limited surface specificity for protein binding. Additionally, the salivary pellicle formed on the SLActive presented a larger number of proteins associated with immune response, biological adhesion, and biomineralization. CONCLUSIONS Although topography, chemistry, and energy differed between the surfaces, they were not determinant to produce a salivary pellicle with high surface specificity. Also, we showed that several salivary proteins adsorbed on Ti surfaces are involved in biological functions important to the biointegration. CLINICAL RELEVANCE This study sheds light on the necessity for the development of bioactive surfaces that favors the formation of a specific protein layer that can enhance tissue response to assist the biointegration of dental implants.
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Affiliation(s)
- David Zuanazzi
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada.,Department of Biochemistry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, ON, Canada
| | - Yizhi Xiao
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada
| | - Walter L Siqueira
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada.
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Bringel M, Jorge PK, Francisco PA, Lowe C, Sabino-Silva R, Colombini-Ishikiriama BL, Machado MADAM, Siqueira WL. Salivary proteomic profile of dogs with and without dental calculus. BMC Vet Res 2020; 16:298. [PMID: 32814559 PMCID: PMC7437026 DOI: 10.1186/s12917-020-02514-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 08/06/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Dogs' saliva is a complex mixture of inorganic and organic constituents, rich in proteins. Therefore, knowing the saliva composition of these animals is extremely important to identify the presence of proteins that may be involved in physiological and pathological mechanisms of their oral cavity. The present study aimed to characterize the proteomic profile of saliva from dogs with and without dental calculus. RESULTS Saliva samples were collected from 20 dogs. Before the collection, a visual clinical examination was performed and 8 subjects (40%) did not present any signs of dental calculus, while 12 (60%) presented dental calculus. After saliva collection, the samples were submitted to protein quantification (mBCA), and then they were prepared for analysis by nLC-ESI-MS/MS. A total of 658 unique proteins were identified, of which 225 were specific to dogs without dental calculus, 300 were specific to dogs with dental calculus, and 133 were common to all subjects. These proteins presented functions including transportation, immune response, structural, enzymatic regulation, signal transduction, transcription, metabolism, and some proteins perform functions as yet unknown. Several salivary proteins in dogs with dental calculus differed from those found in the group without dental calculus. Among the abundant proteins detected in periodontal affected cases, can be highlighting calcium-sensing receptor and transforming growth factor beta. Enrichment analysis reveled the presence of Rho GTPases signaling pathway. CONCLUSIONS This research identified salivary proteins, that should be further investigated as potencial biomarkers of chronic periodontits with dental calculus formation in dogs.
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Affiliation(s)
- Mayara Bringel
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada.,Department of Pediatric Dentistry, Bauru School of Dentistry - University of São Paulo, Bauru, SP, Brazil
| | - Paula Karine Jorge
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada.,Department of Pediatric Dentistry, Bauru School of Dentistry - University of São Paulo, Bauru, SP, Brazil
| | | | - Cadance Lowe
- College of Veterinary Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Robinson Sabino-Silva
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada.,Department of Physiology, Institute of Biomedical Sciences, Federal University of Uberlandia, Uberlandia, Minas Gerais, Brazil
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Esteves CV, Campos WGD, Souza MMD, Lourenço SV, Siqueira WL, Lemos-Júnior CA. Diagnostic potential of saliva proteome analysis: a review and guide to clinical practice. Braz Oral Res 2019; 33:e043. [PMID: 31508727 DOI: 10.1590/1807-3107bor-2019.vol33.0043] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 04/25/2019] [Indexed: 01/26/2023] Open
Abstract
Proteomic techniques have become popular in medicine and dentistry because of their widespread use in analyzing bodily fluids such as blood, saliva, urine, and gingival crevicular fluids as well as hard tissues such as enamel, dentine, and cementum. This review is a guide to proteomic techniques in general dentistry, summarizing techniques and their clinical application in understanding and diagnosing diseases and their use in identifying biomarkers of various diseases.
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Affiliation(s)
- Camilla Vieira Esteves
- Department of Stomatology, School of Dentistry, Universidade de São Paulo, São Paulo, SP, Brazil
| | | | | | - Silvia Vanessa Lourenço
- Department of General Pathology, School of Dentistry, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Walter Luiz Siqueira
- Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON, Canada
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Revealing the Amylase Interactome in Whole Saliva Using Proteomic Approaches. BIOMED RESEARCH INTERNATIONAL 2018; 2018:6346954. [PMID: 29662892 PMCID: PMC5831883 DOI: 10.1155/2018/6346954] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Revised: 12/19/2017] [Accepted: 12/26/2017] [Indexed: 12/24/2022]
Abstract
Understanding proteins present in saliva and their function when isolated is not enough to describe their real role in the mouth. Due to protein-protein interactions, structural changes may occur in macromolecules leading to functional modulation or modification. Besides amylase's function in carbohydrate breakdown, amylase can delay proteolytic degradation of protein partners (e.g., histatin 1) when complexed. Due to its biochemical characteristics and high abundance in saliva, amylase probably interacts with several proteins acting as a biological carrier. This study focused on identifying interactions between amylase and other proteins found in whole saliva (WS) using proteomic approaches. Affinity chromatography was used, followed by gel electrophoresis methods, sodium dodecyl sulfate and native, tryptic in-solution and in-gel digestion, and mass spectrometry. We identified 66 proteins that interact with amylase in WS. Characterization of the identified proteins suggests that acidic (pI < 6.8) and low molecular weight (MW < 56 kDa) proteins have preference during amylase complex formation. Most of the identified proteins present biological functions related to host protection. A new protein-amylase network was constructed using the STRING database. Further studies are necessary to investigate individualities of the identified amylase interactors. These observations open avenues for more comprehensive studies on not yet fully characterized biological function of amylase.
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Crosara KTB, Moffa EB, Xiao Y, Siqueira WL. Merging in - silico and in vitro salivary protein complex partners using the STRING database: A tutorial. J Proteomics 2018; 171:87-94. [DOI: 10.1016/j.jprot.2017.08.002] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Revised: 07/28/2017] [Accepted: 08/01/2017] [Indexed: 12/20/2022]
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Research Priorities in the Field of Posttraumatic Pain and Disability: Results of a Transdisciplinary Consensus-Generating Workshop. Pain Res Manag 2016; 2016:1859434. [PMID: 27445598 PMCID: PMC4923601 DOI: 10.1155/2016/1859434] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 08/27/2015] [Indexed: 12/02/2022]
Abstract
Background. Chronic or persistent pain and disability following noncatastrophic “musculoskeletal” (MSK) trauma is a pervasive public health problem. Recent intervention trials have provided little evidence of benefit from several specific treatments for preventing chronic problems. Such findings may appear to argue against formal targeted intervention for MSK traumas. However, these negative findings may reflect a lack of understanding of the causal mechanisms underlying the transition from acute to chronic pain, rendering informed and objective treatment decisions difficult. The Canadian Institutes of Health Research (CIHR) Institute of Musculoskeletal Health and Arthritis (IMHA) has recently identified better understanding of causal mechanisms as one of three priority foci of their most recent strategic plan. Objectives. A 2-day invitation-only active participation workshop was held in March 2015 that included 30 academics, clinicians, and consumers with the purpose of identifying consensus research priorities in the field of trauma-related MSK pain and disability, prediction, and prevention. Methods. Conversations were recorded, explored thematically, and member-checked for accuracy. Results. From the discussions, 13 themes were generated that ranged from a focus on identifying causal mechanisms and models to challenges with funding and patient engagement. Discussion. Novel priorities included the inclusion of consumer groups in research from the early conceptualization and design stages and interdisciplinary longitudinal studies that include evaluation of integrated phenotypes and mechanisms.
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Khurshid Z, Najeeb S, Mali M, Moin SF, Raza SQ, Zohaib S, Sefat F, Zafar MS. Histatin peptides: Pharmacological functions and their applications in dentistry. Saudi Pharm J 2016; 25:25-31. [PMID: 28223859 PMCID: PMC5310145 DOI: 10.1016/j.jsps.2016.04.027] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 04/26/2016] [Indexed: 01/10/2023] Open
Abstract
There are many human oral antimicrobial peptides responsible for playing important roles including maintenance, repairing of oral tissues (hard or soft) and defense against oral microbes. In this review we have highlighted the biochemistry, physiology and proteomics of human oral histatin peptides, secreted from parotid and submandibular salivary glands in human. The significance of these peptides includes capability for ionic binding that can kill fungal Candida albicans. They have histidine rich amino acid sequences (7-12 family members; corresponding to residues 12-24, 13-24, 12-25, 13-25, 5-11, and 5-12, respectively) for Histatin-3. However, Histatin-3 can be synthesized proteolytically from histatin 5 or 6. Due to their fungicidal response and high biocompatibility (little or no toxicity), these peptides can be considered as therapeutic agents with most probable applications for example, artificial saliva for denture wearers and salivary gland dysfunction conditions. The objectives of current article are to explore the human histatin peptides for its types, chemical and biological aspects. In addition, the potential for therapeutic bio-dental applications has been elaborated.
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Affiliation(s)
- Zohaib Khurshid
- Department of Dental Biomaterials, College of Dentistry, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Shariq Najeeb
- School of Dentistry, University of Sheffield, Sheffield, UK
| | - Maria Mali
- Department of Endodontics, Fatima Jinnah Dental College, Karachi, Pakistan
| | - Syed Faraz Moin
- National Centre for Proteomics, Karachi University, Pakistan
| | - Syed Qasim Raza
- Institute of Research and Consulting, King Faisal University, Al-Hofuf, Saudi Arabia
| | - Sana Zohaib
- Department of Biomedical Engineering, King Faisal University, Al-Hofuf, Saudi Arabia
| | - Farshid Sefat
- Department of Biomedical Engineering, King Faisal University, Al-Hofuf, Saudi Arabia; Department of Medical Engineering, University of Bradford, Bradford, UK
| | - Muhammad Sohail Zafar
- Department of Restorative Dentistry, College of Dentistry, Taibah University, Al Madinah Al Munawwarah, Saudi Arabia
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Martins Mussi MC, Moffa E, Castro T, Lira Ortega A, Freitas G, Braga M, Siqueira WL, Cury Gallottini MH. Salivary parameters and oral health in the Moebius syndrome. SPECIAL CARE IN DENTISTRY 2016; 36:265-70. [PMID: 27061084 DOI: 10.1111/scd.12175] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
PURPOSE To evaluate salivary characteristics, such as flow rate, buffering capacity and amylase activity, and associate these parameters with oral health in individuals with Moebius syndrome (MS) and controls. METHODS The researchers assessed caries (ICDAS), periodontal disease (PSR), and plaque (Silness Löe) indexes in both groups. Unstimulated, stimulated, and bilateral parotid saliva were also collected. The salivary flow (milliliters/minute) and α-amylase activity were measured in all samples. The α-amylase activity was determined by maltose production. The buffering capacity was measured in stimulated saliva by titration of 0.01N HCl. RESULTS The occurrence of carious lesions, related to cut-off 2, as well as the occurrence of periodontal disease, was significantly higher (p > 0.05) in participants with MS when compared to the control group. Also, MS individuals presented decreased salivary flow, decreased buffering capacity, and amylase activity. CONCLUSIONS MS individuals present salivary alterations, which can be related to higher risk for caries.
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Affiliation(s)
- Maria Carolina Martins Mussi
- Researcher, Department of Oral Pathology and Special Patients, School of Dentistry, University of São Paulo, São Paulo, Brazil.
| | | | - Talita Castro
- PhD student, Department of Oral Pathology and Special Patients, School of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Adriana Lira Ortega
- Postdoctoral researcher, Department of Oral Pathology and Special Patients, School of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Gabrielle Freitas
- Undergraduate student, Department of Oral Pathology and Special Patients, School of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Mariana Braga
- Professor, Department of Pediatric Dentistry, School of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Walter L Siqueira
- Professor, Department of Biochemistry, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Marina Helena Cury Gallottini
- Professor, Department of Oral Pathology and Special Patients, School of Dentistry, University of São aulo, São Paulo, Brazil
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In Vitro Identification of Histatin 5 Salivary Complexes. PLoS One 2015; 10:e0142517. [PMID: 26544073 PMCID: PMC4636238 DOI: 10.1371/journal.pone.0142517] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 10/22/2015] [Indexed: 01/20/2023] Open
Abstract
With recent progress in the analysis of the salivary proteome, the number of salivary proteins identified has increased dramatically. However, the physiological functions of many of the newly discovered proteins remain unclear. Closely related to the study of a protein’s function is the identification of its interaction partners. Although in saliva some proteins may act primarily as single monomeric units, a significant percentage of all salivary proteins, if not the majority, appear to act in complexes with partners to execute their diverse functions. Coimmunoprecipitation (Co-IP) and pull-down assays were used to identify the heterotypic complexes between histatin 5, a potent natural antifungal protein, and other salivary proteins in saliva. Classical protein–protein interaction methods in combination with high-throughput mass spectrometric techniques were carried out. Co-IP using protein G magnetic Sepharose TM beads suspension was able to capture salivary complexes formed between histatin 5 and its salivary protein partners. Pull-down assay was used to confirm histatin 5 protein partners. A total of 52 different proteins were identified to interact with histatin 5. The present study used proteomic approaches in conjunction with classical biochemical methods to investigate protein–protein interaction in human saliva. Our study demonstrated that when histatin 5 is complexed with salivary amylase, one of the 52 proteins identified as a histatin 5 partner, the antifungal activity of histatin 5 is reduced. We expected that our proteomic approach could serve as a basis for future studies on the mechanism and structural-characterization of those salivary protein interactions to understand their clinical significance.
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Candida albicans Shed Msb2 and Host Mucins Affect the Candidacidal Activity of Salivary Hst 5. Pathogens 2015; 4:752-63. [PMID: 26529023 PMCID: PMC4693163 DOI: 10.3390/pathogens4040752] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 10/26/2015] [Accepted: 10/28/2015] [Indexed: 01/02/2023] Open
Abstract
Salivary Histatin 5 (Hst 5) is an antimicrobial peptide that exhibits potent antifungal activity towards Candida albicans, the causative agent of oral candidiasis. However, it exhibits limited activity in vivo, largely due to inactivation by salivary components of both host and pathogen origin. Proteins secreted by C. albicans during infection such as secreted aspartyl proteases (Saps) and shed mucin Msb2 can reduce Hst 5 activity; and human salivary mucins, while suggested to protect Hst 5 from proteolytic degradation, can entrap peptides into mucin gels, thereby reducing bioavailability. We show here that Sap6 that is secreted during hyphal growth reduces Hst 5 activity, most likely a result of proteolytic degradation of Hst 5 since this effect is abrogated with heat inactivated Sap 6. We further show that just like C. albicans shedding Msb2, mammalian mucins, fetuin and porcine gut mucin (that is related to salivary mucins), also reduce Hst 5 activity. However, we identify mucin-like protein-induced changes in C. albicans cell morphology and aggregation patterns, suggesting that the effect of such proteins on Hst 5 cannot be interpreted independently of their effect on yeast cells.
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Proteomic evaluation of acquired enamel pellicle during in vivo formation. PLoS One 2013; 8:e67919. [PMID: 23844127 PMCID: PMC3700865 DOI: 10.1371/journal.pone.0067919] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2013] [Accepted: 05/21/2013] [Indexed: 11/19/2022] Open
Abstract
Acquired enamel pellicle (AEP) is a protein film that forms on the enamel surface of teeth by selective adsorption of proteins and peptides present in the mouth. This protein film forms the interface between enamel and the damage oral biofilm, which modulates the attachment of bacteria found in oral biofilm. The overall goal of this study was to gain insight into the biological formation of the human in vivo AEP. This study hypothesized that AEP is created by the formation of successive protein layers, which consist of initial binding to enamel and subsequent protein-protein interactions. This hypothesis was examined by observing quantitative and qualitative changes in pellicle composition during the first two hours of AEP formation in the oral cavity. Quantitative mass spectrometry approaches were used to generate an AEP protein profile for each time-point studied. Relative proteomic quantification was carried out for the 50 proteins observed in all four time-points. Notably, the abundance of important salivary proteins, such as histatin 1, decrease with increasing of the AEP formation, while other essential proteins such as statherin showed constant relative abundance in all time-points. In summary, this is the first study that investigates the dynamic process to the AEP formation by using proteomic approaches. Our data demonstrated that there are significant qualitative and quantitative proteome changes during the AEP formation, which in turn will likely impact the development of oral biofilms.
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