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Cheng H, Guo H, Wen C, Sun G, Tang F, Li Y. The dual role of gut microbiota in pancreatic cancer: new insights into onset and treatment. Ther Adv Med Oncol 2025; 17:17588359251324882. [PMID: 40093983 PMCID: PMC11909682 DOI: 10.1177/17588359251324882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 02/14/2025] [Indexed: 03/19/2025] Open
Abstract
Pancreatic cancer ranks among the most lethal digestive malignancies, exhibiting a steadily increasing incidence and mortality worldwide. Despite significant advances in cancer research, the 5-year survival rate remains below 10%, predominantly due to delayed diagnosis and limited therapeutic options. Concurrently, the gut microbiota-an integral component of host physiology-has emerged as a crucial player in the pathogenesis of pancreatic cancer. Mounting evidence indicates that alterations in gut microbial composition and function may influence tumor initiation, progression, and response to therapy. This review provides an in-depth examination of the intricate interplay between the gut microbiome and pancreatic cancer, highlighting potential diagnostic biomarkers and exploring microbiome-targeted therapeutic strategies to improve patient outcomes.
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Affiliation(s)
- Huijuan Cheng
- School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
- Gansu Provincial Key Laboratory of Environmental Oncology, Lanzhou University Second Hospital, Lanzhou, Gansu, P.R. China
| | - Hongkai Guo
- The Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Chengming Wen
- The Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Guodong Sun
- The Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, P.R. China
- Department of Medical Affairs, Lanzhou University First Hospital, Lanzhou, Gansu, P.R. China
| | - Futian Tang
- Gansu Provincial Key Laboratory of Environmental Oncology, Lanzhou University Second Hospital, Lanzhou, Gansu, P.R. China
| | - Yumin Li
- Gansu Provincial Key Laboratory of Environmental Oncology, Lanzhou University Second Hospital, No. 82, Cuiyingmen, Chengguan, Lanzhou, Gansu 730000, P.R. China
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Abouseta N, Gomaa N, Tassi A, Dixon SJ, Singh K, Pani SC. Profiling mRNA encoding glucocorticoid receptor α in saliva: Relationship to hair cortisol levels in individuals aged 15-25 years. Arch Oral Biol 2025; 171:106158. [PMID: 39672058 DOI: 10.1016/j.archoralbio.2024.106158] [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: 06/29/2024] [Revised: 11/17/2024] [Accepted: 12/03/2024] [Indexed: 12/15/2024]
Abstract
OBJECTIVE We assessed levels of mRNA encoding two glucocorticoid receptor (GR) isoforms (GRα and GRβ) in saliva and examined their relationship with hair cortisol levels and dental caries experience. DESIGN Adolescents and young adults were assessed for dental caries experience, and hair cortisol was measured by ELISA. RNA was extracted from whole saliva using TRIzol, followed by quantitative real-time PCR analysis of GRα, GRβ, and glyceraldehyde 3-phosphate dehydrogenase (GAPDH). RESULTS GRβ mRNA was not detectable in most samples, whereas GRα mRNA was observed in all samples. There were significantly lower levels of GRα mRNA in individuals with elevated hair cortisol levels than in those with normal cortisol levels. Levels of GRα mRNA did not differ significantly in individuals with dental caries experience compared to individuals with no caries experience. CONCLUSIONS We identified and quantified mRNA encoding GRα in saliva. Its levels were inversely associated with hair cortisol (a marker of chronic stress). Although caries experience was associated with hair cortisol levels, there was no significant association between GRα levels and caries experience. Chronic stress has been proposed to be associated with reduced expression of GRα and this association appears to hold for GRα mRNA levels in saliva.
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Affiliation(s)
- Naima Abouseta
- Department of Medical Biophysics, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON N6A 5C1, Canada.
| | - Noha Gomaa
- Children's Health Research Institute, Lawson Health Research Institute, London, ON, Canada; Oral Diagnostic Sciences, and Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, University of Western Ontario, Lawson Health Research Institute, London, ON, Canada.
| | - Ali Tassi
- Graduate Orthodontics and Dentofacial Orthopaedics, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON N6A 5C1, Canada.
| | - S Jeffrey Dixon
- Department of Physiology and Pharmacology, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON N6A 5C1, Canada.
| | - Krishna Singh
- Department of Medical Biophysics, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON N6A 5C1, Canada.
| | - Sharat C Pani
- Schulich Dentistry, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON N6A 5C1, Canada.
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Gomes LHF, Marques AB, Dias ICDM, Gabeira SCDO, Barcelos TR, Guimarães MDO, Ferreira IR, Guida LC, Lucena SL, Rocha AD. Validation of Gene Expression Patterns for Oral Feeding Readiness: Transcriptional Analysis of Set of Genes in Neonatal Salivary Samples. Genes (Basel) 2024; 15:936. [PMID: 39062715 PMCID: PMC11275400 DOI: 10.3390/genes15070936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/04/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Neonatal health assessment is crucial for detecting and intervening in various disorders. Traditional gene expression analysis methods often require invasive procedures during sample collection, which may not be feasible or ideal for preterm infants. In recent years, saliva has emerged as a promising noninvasive biofluid for assessing gene expression. Another trend that has been growing is the use of "omics" technologies such as transcriptomics in the analysis of gene expression. The costs for carrying out these analyses and the difficulty of analysis make the detection of candidate genes necessary. These genes act as biomarkers for the maturation stages of the oral feeding issue. METHODOLOGY Salivary samples (n = 225) were prospectively collected from 45 preterm (<34 gestational age) infants from five predefined feeding stages and submitted to RT-qPCR. A better description of the targeted genes and results from RT-qPCR analyses were included. The six genes previously identified as predictive of feeding success were tested. The genes are AMPK, FOXP2, WNT3, NPHP4, NPY2R, and PLXNA1, along with two reference genes: GAPDH and 18S. RT-qPCR amplification enabled the analysis of the gene expression of AMPK, FOXP2, WNT3, NPHP4, NPY2R, and PLXNA1 in neonatal saliva. Expression results were correlated with the feeding status during sample collection. CONCLUSIONS In summary, the genes AMPK, FOXP2, WNT3, NPHP4, NPY2R, and PLXNA1 play critical roles in regulating oral feeding and the development of premature infants. Understanding the influence of these genes can provide valuable insights for improving nutritional care and support the development of these vulnerable babies. Evidence suggests that saliva-based gene expression analysis in newborns holds great promise for early detection and monitoring of disease and understanding developmental processes. More research and standardization of protocols are needed to fully explore the potential of saliva as a noninvasive biomarker in neonatal care.
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Affiliation(s)
- Leonardo Henrique Ferreira Gomes
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Andressa Brito Marques
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Isabel Cristina de Meireles Dias
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Sanny Cerqueira de O. Gabeira
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Tamara Rosa Barcelos
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Mariana de Oliveira Guimarães
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Igor Ribeiro Ferreira
- Rural and Remote Support Services, Department of Health, Integrated Cardiovascular Clinical Network SA, Adelaide, SA 5042, Australia
| | - Letícia Cunha Guida
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Sabrina Lopes Lucena
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
| | - Adriana Duarte Rocha
- Instituto Nacional da Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira–Fundação Oswaldo Cruz, Rio de Janeiro 22250-020, Brazil; (L.H.F.G.)
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Bhamidimarri PM, Fuentes D, Salameh L, Mahboub B, Hamoudi R. Assessing the impact of storage conditions on RNA from human saliva and its application to the identification of mRNA biomarkers for asthma. Front Mol Biosci 2024; 11:1363897. [PMID: 38948078 PMCID: PMC11211611 DOI: 10.3389/fmolb.2024.1363897] [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: 12/31/2023] [Accepted: 05/22/2024] [Indexed: 07/02/2024] Open
Abstract
Introduction: Human saliva was used to develop non-invasive liquid biopsy biomarkers to establish saliva as an alternate to blood and plasma in translational research. The present study focused on understanding the impact of sample storage conditions on the extraction of RNA from saliva and the RNA yield, to be applied in clinical diagnosis. In this study, genes related to asthma were used to test the method developed. Methods: Salivary RNA was extracted from three subjects using the Qiazol® based method and quantified by both spectrophotometric (NanoDrop) and fluorometric (Qubit®) methods. RNA integrity was measured using a bioanalyzer. Quantitative PCR was used to monitor the impact of storage conditions on the expression of housekeeping genes: GAPDH and β-actin, and the asthma related genes: POSTN and FBN2. In addition, an independent cohort of 38 asthmatics and 10 healthy controls were used to validate the expression of POSTN and FBN2 as mRNA salivary biomarkers. Results: Approximately 2 µg of total RNA was obtained from the saliva stored at 40°C without any preservative for 2 weeks showing consistent gene expression with RNA stored at room temperature (RT) for 48 h with RNAlater. Although saliva stored with RNAlater showed a substantial increase in the yield (110 to 234 ng/μL), a similar Cq (15.6 ± 1.4) for the 18s rRNA gene from saliva without preservative showed that the RNA was stable enough. Gene expression analysis from the degraded RNA can be performed by designing the assay using a smaller fragment size spanning a single exon as described below in the case of the POSTN and FBN2 genes in the asthma cohort. Conclusion: This study showed that samples stored at room temperature up to a temperature of 40°C without any preservative for 2 weeks yielded relatively stable RNA. The methodology developed can be employed to transport samples from the point of collection to the laboratory, under non-stringent storage conditions enabling the execution of gene expression studies in a cost effective and efficient manner.
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Affiliation(s)
- Poorna Manasa Bhamidimarri
- Research Institute of Medical and Health Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - David Fuentes
- Research Institute of Medical and Health Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Laila Salameh
- Research Institute of Medical and Health Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Rashid Hospital, Dubai, United Arab Emirates
| | - Bassam Mahboub
- Rashid Hospital, Dubai, United Arab Emirates
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Rifat Hamoudi
- Research Institute of Medical and Health Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Division of Surgery and Interventional Science, University College London, London, United Kingdom
- Centre of Excellence for Precision Medicine, Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- BIMAI-Lab, Biomedically Informed Artificial Intelligence Laboratory, University of Sharjah, Sharjah, United Arab Emirates
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5
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LaBute B, Fong J, Ziaee F, Gombar R, Stover M, Beaudin T, Badalova M, Geng Q, Corchis-Scott R, Podadera A, Lago K, Xu Z, Lim F, Chiu F, Fu M, Nie X, Wu Y, Quan C, Hamm C, McKay RM, Ng K, Porter LA, Tong Y. Evaluating and optimizing Acid-pH and Direct Lysis RNA extraction for SARS-CoV-2 RNA detection in whole saliva. Sci Rep 2024; 14:7017. [PMID: 38527999 DOI: 10.1038/s41598-024-54183-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 02/09/2024] [Indexed: 03/27/2024] Open
Abstract
COVID-19 has been a global public health and economic challenge. Screening for the SARS-CoV-2 virus has been a key part of disease mitigation while the world continues to move forward, and lessons learned will benefit disease detection beyond COVID-19. Saliva specimen collection offers a less invasive, time- and cost-effective alternative to standard nasopharyngeal swabs. We optimized two different methods of saliva sample processing for RT-qPCR testing. Two methods were optimized to provide two cost-efficient ways to do testing for a minimum of four samples by pooling in a 2.0 mL tube and decrease the need for more highly trained personnel. Acid-pH-based RNA extraction method can be done without the need for expensive kits. Direct Lysis is a quick one-step reaction that can be applied quickly. Our optimized Acid-pH and Direct Lysis protocols are reliable and reproducible, detecting the beta-2 microglobulin (B2M) mRNA in saliva as an internal control from 97 to 96.7% of samples, respectively. The cycle threshold (Ct) values for B2M were significantly higher in the Direct Lysis protocol than in the Acid-pH protocol. The limit of detection for N1 gene was higher in Direct Lysis at ≤ 5 copies/μL than Acid-pH. Saliva samples collected over the course of several days from two COVID-positive individuals demonstrated Ct values for N1 that were consistently higher from Direct Lysis compared to Acid-pH. Collectively, this work supports that each of these techniques can be used to screen for SARS-CoV-2 in saliva for a cost-effective screening platform.
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Affiliation(s)
- Brayden LaBute
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada
| | - Jackie Fong
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada
- WE-SPARK Health Institute, University of Windsor, Windsor, ON, Canada
| | - Farinaz Ziaee
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON, Canada
| | - Robert Gombar
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada
| | - Mathew Stover
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada
| | - Terry Beaudin
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada
| | - Maria Badalova
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada
| | - Qiudi Geng
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, Canada
| | - Ryland Corchis-Scott
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, Canada
| | - Ana Podadera
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON, Canada
| | - Kyle Lago
- WE-SPARK Health Institute, University of Windsor, Windsor, ON, Canada
| | - ZhenHuan Xu
- Aumintec Research Inc., Richmond Hill, ON, Canada
| | - Fievel Lim
- Aumintec Research Inc., Richmond Hill, ON, Canada
| | - Felix Chiu
- Aumintec Research Inc., Richmond Hill, ON, Canada
| | - Minghua Fu
- Aumintec Research Inc., Richmond Hill, ON, Canada
| | - Xiaofeng Nie
- Aumintec Research Inc., Richmond Hill, ON, Canada
| | - Yuanmin Wu
- Aumintec Research Inc., Richmond Hill, ON, Canada
| | | | - Caroline Hamm
- WE-SPARK Health Institute, University of Windsor, Windsor, ON, Canada
- Windsor Regional Hospital, Windsor, ON, Canada
| | - R Michael McKay
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, Canada
| | - Kenneth Ng
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON, Canada
- WE-SPARK Health Institute, University of Windsor, Windsor, ON, Canada
| | - Lisa A Porter
- Department of Biomedical Sciences, University of Windsor, Windsor, ON, Canada.
- WE-SPARK Health Institute, University of Windsor, Windsor, ON, Canada.
| | - Yufeng Tong
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON, Canada.
- WE-SPARK Health Institute, University of Windsor, Windsor, ON, Canada.
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Gosch A, Banemann R, Dørum G, Haas C, Hadrys T, Haenggi N, Kulstein G, Neubauer J, Courts C. Spitting in the wind?-The challenges of RNA sequencing for biomarker discovery from saliva. Int J Legal Med 2024; 138:401-412. [PMID: 37847308 PMCID: PMC10861700 DOI: 10.1007/s00414-023-03100-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 09/25/2023] [Indexed: 10/18/2023]
Abstract
Forensic trace contextualization, i.e., assessing information beyond who deposited a biological stain, has become an issue of great and steadily growing importance in forensic genetic casework and research. The human transcriptome encodes a wide variety of information and thus has received increasing interest for the identification of biomarkers for different aspects of forensic trace contextualization over the past years. Massively parallel sequencing of reverse-transcribed RNA ("RNA sequencing") has emerged as the gold standard technology to characterize the transcriptome in its entirety and identify RNA markers showing significant expression differences not only between different forensically relevant body fluids but also within a single body fluid between forensically relevant conditions of interest. Here, we analyze the quality and composition of four RNA sequencing datasets (whole transcriptome as well as miRNA sequencing) from two different research projects (the RNAgE project and the TrACES project), aiming at identifying contextualizing forensic biomarker from the forensically relevant body fluid saliva. We describe and characterize challenges of RNA sequencing of saliva samples arising from the presence of oral bacteria, the heterogeneity of sample composition, and the confounding factor of degradation. Based on these observations, we formulate recommendations that might help to improve RNA biomarker discovery from the challenging but forensically relevant body fluid saliva.
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Affiliation(s)
- Annica Gosch
- Institute of Legal Medicine, University Hospital of Cologne, Cologne, Germany
| | - Regine Banemann
- Federal Criminal Police Office, Forensic Science Institute, Wiesbaden, Germany
| | - Guro Dørum
- Zurich Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | - Cordula Haas
- Zurich Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | - Thorsten Hadrys
- State Criminal Police Office, Forensic Science Institute, Munich, Germany
| | - Nadescha Haenggi
- Zurich Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | - Galina Kulstein
- Federal Criminal Police Office, Forensic Science Institute, Wiesbaden, Germany
| | - Jacqueline Neubauer
- Zurich Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | - Cornelius Courts
- Institute of Legal Medicine, University Hospital of Cologne, Cologne, Germany.
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Sodnom-Ish B, Eo MY, Myoung H, Lee JH, Kim SM. Next generation sequencing-based salivary biomarkers in oral squamous cell carcinoma. J Korean Assoc Oral Maxillofac Surg 2022; 48:3-12. [PMID: 35221302 PMCID: PMC8890960 DOI: 10.5125/jkaoms.2022.48.1.3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 01/11/2022] [Indexed: 11/29/2022] Open
Abstract
Selection of potential disease-specific biomarkers from saliva or epithelial tissues through next generation sequencing (NGS)-based protein studies has recently become possible. The early diagnosis of oral squamous cell carcinoma (OSCC) has been difficult, if not impossible, until now due to the lack of an effective OSCC biomarker and efficient molecular validation method. The aim of this study was to summarize the advances in the application of NGS in cancer research and to propose potential proteomic and genomic saliva biomarkers for NGS-based study in OSCC screening and diagnosis programs. We have reviewed four categories including definitions and use of NGS, salivary biomarkers and OSCC, current biomarkers using the NGS-based technique, and potential salivary biomarker candidates in OSCC using NGS.
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Affiliation(s)
- Buyanbileg Sodnom-Ish
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Korea
| | - Mi Young Eo
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Korea
| | - Hoon Myoung
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Korea
| | - Jong Ho Lee
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Korea
| | - Soung Min Kim
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Korea
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8
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Kifaro EG, Kim MJ, Jung S, Noh JY, Song CS, Misinzo G, Kim SK. Direct Reverse Transcription Real-Time PCR of Viral RNA from Saliva Samples Using Hydrogel Microparticles. BIOCHIP JOURNAL 2022; 16:409-421. [PMID: 35968254 PMCID: PMC9358062 DOI: 10.1007/s13206-022-00065-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/30/2022] [Accepted: 06/01/2022] [Indexed: 12/29/2022]
Abstract
In recent decades "saliva" has emerged as an important non-invasive biofluid for diagnostic purposes in both human and animal health sectors. However, with the rapid evolution of molecular detection technologies, the limitation has been the lack of an efficient method for the facile amplification of target RNA from such a complex matrix. Herein, we demonstrate the novel application of hydrogel microparticles of primer-immobilized networks (PIN) for direct quantitative reverse transcription PCR (dirRT-qPCR) of viral RNA from saliva samples without prior RNA purification. Each of these highly porous PIN particles operates as an independent reactor. They filter in micro-volumes of the analyte solution. Viral RNA is captured and converted to complementary DNA (cDNA) through the RT step using covalently incorporated RT primers. The PIN with cDNA of the viral target will be ready for subsequent highly specific qPCR. Preceded by heat-treatment for viral lysis, we were able to conduct PIN dirRT-qPCR with 95% efficiency of the matrix (M) gene for influenza A virus (IAV) and 5' untranslated region (5' UTR) for chicken coronavirus spiked into saliva samples. The addition of reverse transcriptase enzyme (RTase) and 10% dilution of the matrix improved the assay sensitivity considerably. PIN particles' compatibility with microfluidic PCR chip technology has significantly reduced total sample processing time to 50 min, instead of an average of 120 min that are normally used by other assays. We anticipate this technology will be useful for other viral RNA targets by changing the incorporated RT primer sequences and can be adapted for onsite diagnostics. Supplementary Information The online version contains supplementary material available at 10.1007/s13206-022-00065-0.
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Affiliation(s)
- Emmanuel George Kifaro
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea ,grid.11887.370000 0000 9428 8105Department of Veterinary Microbiology, Parasitology, and Biotechnology, Sokoine University of Agriculture (SUA), PO Box 3019, Morogoro, Tanzania ,grid.502906.80000 0004 7707 5959Southern African Centre for Infectious Disease Surveillance (SACIDS), Africa Centre of Excellence for Infectious Diseases of Humans and Animals in Eastern and Southern Africa (ACE), Sokoine University of Agriculture (SUA), PO Box 3297, Morogoro, Tanzania
| | - Mi Jung Kim
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea
| | - Seungwon Jung
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea
| | | | - Chang-Seon Song
- KCAV Co., Ltd., Seoul, Republic of Korea ,grid.258676.80000 0004 0532 8339Avian Diseases Laboratory, College of Veterinary Medicine, Konkuk University, Seoul, 05029 Republic of Korea
| | - Gerald Misinzo
- grid.11887.370000 0000 9428 8105Department of Veterinary Microbiology, Parasitology, and Biotechnology, Sokoine University of Agriculture (SUA), PO Box 3019, Morogoro, Tanzania ,grid.502906.80000 0004 7707 5959Southern African Centre for Infectious Disease Surveillance (SACIDS), Africa Centre of Excellence for Infectious Diseases of Humans and Animals in Eastern and Southern Africa (ACE), Sokoine University of Agriculture (SUA), PO Box 3297, Morogoro, Tanzania
| | - Sang Kyung Kim
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea ,grid.289247.20000 0001 2171 7818KHU-KIST Department of Converging Science and Technology, Kyung Hee University, Seoul, 02447 Republic of Korea
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9
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Abstract
The use of saliva as a diagnostic biofluid has been increasing in recent years, thanks to the identification and validation of new biomarkers and improvements in test accuracy, sensitivity, and precision that enable the development of new noninvasive and cost-effective devices. However, the lack of standardized methods for sample collection, treatment, and storage contribute to the overall variability and lack of reproducibility across analytical evaluations. Furthermore, the instability of salivary biomarkers after sample collection hinders their translation into commercially available technologies for noninvasive monitoring of saliva in home settings. The present review aims to highlight the status of research on the challenges of collecting and using diagnostic salivary samples, emphasizing the methodologies used to preserve relevant proteins, hormones, genomic, and transcriptomic biomarkers during sample handling and analysis.
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Affiliation(s)
- Luciana d'Amone
- Silklab, Department of Biomedical Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Giusy Matzeu
- Silklab, Department of Biomedical Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Fiorenzo G Omenetto
- Silklab, Department of Biomedical Engineering, Tufts University, Medford, Massachusetts 02155, United States.,Department of Electrical and Computer Engineering, Tufts University, Medford, Massachusetts 02155, United States.,Department of Physics, Tufts University, Medford, Massachusetts 02155, United States.,Laboratory for Living Devices, Tufts University, Medford, Massachusetts 02155, United States
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10
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Matic N, Stefanovic A, Leung V, Lawson T, Ritchie G, Li L, Champagne S, Romney MG, Lowe CF. Practical challenges to the clinical implementation of saliva for SARS-CoV-2 detection. Eur J Clin Microbiol Infect Dis 2021; 40:447-450. [PMID: 33236269 PMCID: PMC7685775 DOI: 10.1007/s10096-020-04090-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 10/28/2020] [Indexed: 10/30/2022]
Abstract
Due to global shortages of flocked nasopharyngeal swabs and appropriate viral transport media during the COVID-19 pandemic, alternate diagnostic specimens for SARS-CoV-2 detection are sought. The accuracy and feasibility of saliva samples collected and transported without specialized collection devices or media were evaluated. Saliva demonstrated good concordance with paired nasopharyngeal swabs for SARS-CoV-2 detection in 67/74 cases (90.5%), though barriers to saliva collection were observed in long-term care residents and outbreak settings. SARS-CoV-2 RNA was stable in human saliva at room temperature for up to 48 h after initial specimen collection, informing appropriate transport time and conditions.
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Affiliation(s)
- Nancy Matic
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada.
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada.
| | - Aleksandra Stefanovic
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Victor Leung
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Tanya Lawson
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Gordon Ritchie
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Lynne Li
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Sylvie Champagne
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Marc G Romney
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Christopher F Lowe
- Division of Medical Microbiology and Virology, Providence Health Care, St. Paul's Hospital, 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
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11
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Abstract
ABSTRACT Microorganisms can help maintain homeostasis in humans by providing nutrition, maintaining hormone balance, and regulating inflammatory responses. In the case of imbalances, these microbes can cause various diseases, even malignancy. Pancreatic cancer (PC) is characterized by high tumor invasiveness, distant metastasis, and insensitivity to traditional chemotherapeutic drugs, and it is confirmed that PC is closely related to microorganisms. Recently, most studies based on clinical samples or case reports discussed the positive or negative relationships between microorganisms and PC. However, the specific mechanisms are blurry, especially the involved immunological pathways, and the roles of beneficial flora have usually been ignored. We reviewed studies published through September 2020 as identified using PubMed, MEDLINE, and Web of Science. We mainly introduced the traits of oral, gastrointestinal, and intratumoral microbes in PC and summarized the roles of these microbes in tumorigenesis and tumoral development through immunological pathways, in addition to illustrating the relationships between metabolic diseases with PC by microorganism. In addition, we identified microorganisms as biomarkers for early diagnosis and immunotherapy. This review will be significant for greater understanding the effect of microorganisms in PC and provide more meaningful guidance for future clinical applications.
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Affiliation(s)
- Xin Wei
- From the Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun
| | - Chunlei Mei
- Institute of Reproductive Health, Huazhong University of Science and Technology, Wuhan, China
| | - Xixi Li
- From the Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun
| | - Yingjun Xie
- From the Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun
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12
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Janíková M, Hodosy J, Boor P, Klempa B, Celec P. Loop-mediated isothermal amplification for the detection of SARS-CoV-2 in saliva. Microb Biotechnol 2021; 14:307-316. [PMID: 33497538 PMCID: PMC7888461 DOI: 10.1111/1751-7915.13737] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 12/08/2020] [Indexed: 12/13/2022] Open
Abstract
In the fight against the recent COVID-19 pandemics, testing is crucial. Nasopharyngeal swabs and real-time RT-PCR are used for the detection of the viral RNA. The collection of saliva is non-invasive, pain-free and does not require trained personnel. An alternative to RT-PCR is loop-mediated isothermal amplification coupled with reverse transcription (RT-LAMP) that is easy to perform, quick and does not require a thermal cycler. The aim of this study was to test whether SARS-CoV-2 RNA can be detected directly in saliva using RT-LAMP. We have tested 16 primer mixes from the available literature in three rounds of sensitivity assays. The selected RT-LAMP primer mix has a limit of detection of 6 copies of viral RNA per reaction in comparison with RT-PCR with 1 copy per reaction. Whole saliva, as well as saliva collected using Salivette collection tubes, interfered with the RT-LAMP analysis. Neither Chelex-100 nor protease treatment of saliva prevented the inhibitory effect of saliva. With the addition of the ribonuclease inhibitor, the sensitivity of the RT-LAMP assay was 12 copies per reaction of RNA in Salivette® saliva samples and 6 copies per reaction of RNA in whole saliva samples. This study shows that it is possible to combine the use of saliva and RT-LAMP for SARS-CoV-2 RNA detection without RNA extraction which was confirmed on a small set of correctly diagnosed clinical samples. Further studies should prove whether this protocol is suitable for point of care testing in the clinical setting.
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Affiliation(s)
- Monika Janíková
- Institute of Molecular BiomedicineFaculty of MedicineComenius UniversityBratislavaSlovakia
| | - Július Hodosy
- Institute of Molecular BiomedicineFaculty of MedicineComenius UniversityBratislavaSlovakia
- University HospitalBratislavaSlovakia
| | - Peter Boor
- Institute of PathologyDepartment of NephrologyUniversity Clinic of the RWTHAachenGermany
| | - Boris Klempa
- Institute of VirologyBiomedical Research CenterSlovak Academy of SciencesBratislavaSlovakia
| | - Peter Celec
- Institute of Molecular BiomedicineFaculty of MedicineComenius UniversityBratislavaSlovakia
- Institute of PathophysiologyFaculty of MedicineComenius UniversityBratislavaSlovakia
- Department of Molecular BiologyFaculty of Natural SciencesComenius UniversityBratislavaSlovakia
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13
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Gandhi V, O'Brien MH, Yadav S. High-Quality and High-Yield RNA Extraction Method From Whole Human Saliva. Biomark Insights 2020; 15:1177271920929705. [PMID: 32550766 PMCID: PMC7281883 DOI: 10.1177/1177271920929705] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 03/08/2020] [Indexed: 01/16/2023] Open
Abstract
Background Human saliva has been identified as a novel, practical, and noninvasive source of biomarkers and genetic materials. However, it is equally challenging due to the availability of an abundance of impurities in the form of microbes and other proteinaceous compounds. The objective of this study was to develop a robust, reproducible, and economic method of extracting high-yield and high-quality RNA from whole human saliva. Methods The modified TRIzol protocol was developed to extract RNA from saliva (n = 14), followed by complementary DNA synthesis and reverse transcription quantitative polymerase chain reaction analyses for the genes encoding IL1B, ALPL, RUNX2, and ACTB. To compare our protocol with the spin column-based method, we used Qiagen Salivary Protect Micro-RNA spin columns (n = 6). To evaluate and compare the yields and quality of extracted RNAs from both methods, we used (1) Experion Bioanalyzer, (2) QuantiFluor RNA dye, and (3) NanoDrop 2000 Spectrometer. Results With the modified TRIzol lysis protocol, a high yield of total RNA, on average 12.34 μg, from saliva was extracted compared with on average 0.2 μg with a spin column-based method. The average RQI (RNA quality index) with the TRIzol method was 7.86, which is also comparable with that of the spin column-based method (RQI = 7.58). QuantiFluor dye used for RNA quantification showed a 16-fold higher yield of RNA concentration using our TRIzol protocol. Conclusions Our modified TRIzol protocol is a reproducible method to extract RNA from whole human saliva which can be used for gene expression analysis. This method allows also ensures the quality of RNA required for specific applications such as RNA sequencing.
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Affiliation(s)
- Vaibhav Gandhi
- Division of Orthodontics, Department of Craniofacial Sciences, University of Connecticut Health, Farmington, CT, USA
| | - Mara H O'Brien
- Division of Orthodontics, Department of Craniofacial Sciences, University of Connecticut Health, Farmington, CT, USA
| | - Sumit Yadav
- Division of Orthodontics, Department of Craniofacial Sciences, University of Connecticut Health, Farmington, CT, USA
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14
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Shimomura-Kuroki J, Nashida T, Miyagawa Y, Morita T, Hayashi-Sakai S. Analysis of salivary factors related to the oral health status in children. J Oral Sci 2020; 62:226-230. [PMID: 32224574 DOI: 10.2334/josnusd.18-0293] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Early detection of oral disease is important to reduce its severity and increase the likelihood of successful treatment. This study aimed to perform a quantitative assessment of the saliva components as a first stage of the research to screen oral homeostasis. Here, saliva secretions collected from children were evaluated, and their constituents were analyzed to investigate the potential correlations between the buffering capacity and a range of salivary factors. Subjects aged 3-16 years in the primary, mixed, or permanent dentition stage, were selected for this study. The following salivary factors were analyzed: flow rate, total protein, total sugar quantifications, and constituent analyses using RT-PCR and western blotting. The associations between each factor and the buffering capacity were then analyzed using multiple regression analysis. Flow rate, BPIFA2 RNA level, histatin 1 and BPIFB1 protein levels as well as female sex were positively associated with buffering capacity. In contrast, total sugar concentration and MUC7 RNA levels showed a negative relationship with the buffering capacity. Some of these constituents may indicate oral homeostasis and are therefore potential biomarkers of oral health status. These results suggest that the analyses of the correlations between oral homeostasis and salivary factors are an effective strategy for identifying the susceptibility to oral diseases.
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Affiliation(s)
- Junko Shimomura-Kuroki
- Department of Pediatric Dentistry, The Nippon Dental University School of Life Dentistry at Niigata
| | - Tomoko Nashida
- Department of Biochemistry, The Nippon Dental University School of Life Dentistry at Niigata
| | - Yukio Miyagawa
- The Nippon Dental University Graduate School of Life Dentistry at Niigata
| | - Takao Morita
- Department of Biochemistry, The Nippon Dental University School of Life Dentistry at Niigata
| | - Sachiko Hayashi-Sakai
- Division of Oral and Maxillofacial Radiology, Department of Oral Health Science, Course for Oral Life Science, Niigata University Graduate School of Medical and Dental Sciences
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15
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Fadhil RS, Wei MQ, Nikolarakos D, Good D, Nair RG. Salivary microRNA miR-let-7a-5p and miR-3928 could be used as potential diagnostic bio-markers for head and neck squamous cell carcinoma. PLoS One 2020; 15:e0221779. [PMID: 32208417 PMCID: PMC7092992 DOI: 10.1371/journal.pone.0221779] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 08/14/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUNDS MicroRNAs (miRNA) are a class of non-protein-coding RNAs that have significant biological and pathological functions. The importance of miRNAs as potential cancer diagnostic biomarkers is gaining attention due to their influence in the regulation of cellular processes such as cell differentiation, proliferation and apoptosis. The aim of this study was to identify significant miRNAs from saliva as potential diagnostic biomarkers in the early diagnosis and prognosis of head and neck squamous cell carcinoma (HNSCC). MATERIALS AND METHODS Five differentially expressed miRNAs (miR-7703, miR- let-7a-5p, miR- 345-5p, miR- 3928 and miR- 1470) were selected from Next Generation Sequencing (NGS) miRNA data generated from our previous study using saliva of 12 HNSCC patients and 12 healthy controls. Their differential expressed miRNAs were subsequently validated by RT-qPCR using saliva samples from healthy controls (n = 80) and HNSCC patients (n = 150). Total RNA was isolated from 150 saliva samples of HNSCC patients and was transcripted into cDNA by TaqMan MicroRNA Reverse Transcription Kit. Using quantitative RT-PCR analysis, salivary miRNAs were identified in HNSCC patients (n = 150) and healthy controlled cases (n = 80). T-tests were used to compare the differences among the various clinical variants. RESULTS On average 160 ng/μl was isolated from 500 μl of saliva. Overall, a good correlation observed between the HNSCC and some of miRNAs expression levels. Salivary miR-let-7a-5p (P<0.0001) and miR-3928 (P< 0.01) were significantly down regulated in saliva of HNSCC patients relative to age and sex-matched healthy controls. A number of salivary miRNAs (miR-let-7a-5p and miR-3928) were correlated with lymph node metastasis (p = 0.003, p = 0.049) and tumour size (p = 0.01, p = 0.02), respectively. However, our preliminary analysis showed no significant differences in salivary miR-1470, miR-345-5p or miR-7703 expression between patients and healthy controls. Most notably, our analysis showed that salivary miR-let-7a-5p and miR-3928 expression levels have significant sensitivity and specificity to distinguish between patients with HNSCC and healthy controls. CONCLUSION This study concluded that salivary miR-let-7a-5p and miR-3928 has the potential to be novel non-invasive biomarkers for early detection and prognosis of HNSCC.
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Affiliation(s)
- Rushdi S. Fadhil
- School of Medical Science, Griffith University and Menzies Health Institute Queensland, Gold Coast, Queensland, Australia
- School of Dentistry and Oral Health, Griffith University Gold Coast, Queensland, Australia
| | - Ming Q. Wei
- School of Medical Science, Griffith University and Menzies Health Institute Queensland, Gold Coast, Queensland, Australia
| | - Dimitrios Nikolarakos
- Oral and Maxillofacial Surgery, Queensland Health, Gold Coast University Hospital, Gold Coast, Queensland, Australia
| | - David Good
- Discipline of Physiotherapy, School of Allied Health, Australian Catholic University, Queensland, Australia
| | - Raj G. Nair
- School of Dentistry and Oral Health, Griffith University Gold Coast, Queensland, Australia
- Oral Oncology, Haematology and Oncology, Gold Coast University Hospital, Gold Coast, Queensland, Australia
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16
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Wang Y, Yang G, You L, Yang J, Feng M, Qiu J, Zhao F, Liu Y, Cao Z, Zheng L, Zhang T, Zhao Y. Role of the microbiome in occurrence, development and treatment of pancreatic cancer. Mol Cancer 2019; 18:173. [PMID: 31785619 PMCID: PMC6885316 DOI: 10.1186/s12943-019-1103-2] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 11/12/2019] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer is one of the most lethal malignancies. Recent studies indicated that development of pancreatic cancer may be intimately connected with the microbiome. In this review, we discuss the mechanisms through which microbiomes affect the development of pancreatic cancer, including inflammation and immunomodulation. Potential therapeutic and diagnostic applications of microbiomes are also discussed. For example, microbiomes may serve as diagnostic markers for pancreatic cancer, and may also play an important role in determining the efficacies of treatments such as chemo- and immunotherapies. Future studies will provide additional insights into the various roles of microbiomes in pancreatic cancer.
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Affiliation(s)
- Yicheng Wang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Gang Yang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Lei You
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Jinshou Yang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Mengyu Feng
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Jiangdong Qiu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Fangyu Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Yueze Liu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Zhe Cao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
| | - Lianfang Zheng
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730 China
| | - Taiping Zhang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
- Clinical Immunology Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730 China
| | - Yupei Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Wangfujing Street, Beijing, 100730 China
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17
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Liu CJ, Chen JH, Hsia SM, Liao CC, Chang HW, Shieh TM, Shih YH. Salivary LDOC1 is a gender-difference biomarker of oral squamous cell carcinoma. PeerJ 2019; 7:e6732. [PMID: 30993049 PMCID: PMC6461027 DOI: 10.7717/peerj.6732] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 03/05/2019] [Indexed: 12/11/2022] Open
Abstract
Background The X-linked tumor suppressor gene LDOC1 is reported to be involved in oral cancer. The detection of biomarkers in salivary RNA is a non-invasive strategy for diagnosing many diseases. The aim of the present study was to investigate the potential of salivary LDOC1 as a biomarker of oral cancer. Methods We determined the expression levels of LDOC1 in the saliva of oral squamous cell carcinoma (OSCC) subjects, and investigated its correlation with various clinicopathological characteristics. The expression levels of salivary LDOC1 were detected in 53 OSCC subjects and 43 healthy controls using quantitative reverse transcription polymerase chain reaction (qRT-PCR) analysis. We used Fisher’s exact test to analyze the correlations between expression levels and clinicopathological characteristics. Results Salivary LDOC1 was significantly upregulated in females with OSCC (p = 0.0072), and significantly downregulated in males with OSCC (p = 0.0206). Eighty-nine percent of male OSCC subjects who smoked expressed low levels of LDOC1. OSCC cell lines derived from male OSCC subjects expressed low levels of LDOC1. Conclusions A high level of salivary LDOC1 expression is a biomarker of OSCC in females. A high percentage of male OSCC subjects who smoke express low levels of salivary LDOC1. A low level of salivary LDOC1 expression is a biomarker of OSCC in males.
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Affiliation(s)
- Chung-Ji Liu
- Department of Oral and Maxillofacial Surgery, MacKay Memorial Hospital, Taipei, Taiwan.,MacKay Medical College, Taipei, Taiwan.,Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan.,Institute of Oral Biology, School of Dentistry, National Yang-Ming University, Taipei, Taiwan
| | - Jen-Hao Chen
- School of Dentistry, College of Dental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Prosthodontics Department, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Shih-Min Hsia
- School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan
| | - Chiu-Chu Liao
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
| | - Hui-Wen Chang
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
| | - Tzong-Ming Shieh
- Department of Dental Hygiene, College of Health Care, China Medical University, Taichung, Taiwan
| | - Yin-Hwa Shih
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
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18
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Osborne JM, Flight I, Wilson CJ, Chen G, Ratcliffe J, Young GP. The impact of sample type and procedural attributes on relative acceptability of different colorectal cancer screening regimens. Patient Prefer Adherence 2018; 12:1825-1836. [PMID: 30271126 PMCID: PMC6154741 DOI: 10.2147/ppa.s172143] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE In Australia and other countries, participation in colorectal cancer (CRC) screening using fecal occult blood testing is low. Previous research suggests that fecal sampling induces disgust, so approaches not involving feces may increase participation. This study aimed to determine population preferences for CRC screening tests that utilize different sample collections (stool, blood, and saliva) and the extent to which specific attributes (convenience, performance, and cost) impact this preference. MATERIALS AND METHODS People aged 50-74 years completed a survey. Preference for screening for CRC through stool, blood, and saliva was judged through ranking of preference and attributes critical to preference and confirmed via a discrete choice experiment (DCE) where test attributes were described as varying by performance, cost, and sample type. Participants also completed a measure of aversion to sample type. RESULTS A total of 1,282 people participated in the survey. The DCE and ranking exercise confirmed that all test attributes had a statistically significant impact on respondents' preferences (P < 0.001). Blood and saliva were equally preferred over stool; however, test performance was the most influential attribute. In multivariable analyses, those who preferred blood to stool collection exhibited higher aversion to fecal (OR = 1.17; P ≤ 0.001) and saliva (OR = 1.06; P ≤ 0.05) sampling and perceived that they had less time for home sample collection (OR = 0.72, P ≤ 0.001). Those who preferred saliva to stool had higher aversion to fecal (OR = 1.15; P ≤ 0.001) and blood (OR = 1.06, P ≤ 0.01) sampling and less time for home sample collection (OR = 0.81, P ≤ 0.5). CONCLUSION Aversion to sample type and perceived inconvenience of sample collection are significant drivers of screening preference. While blood and saliva sampling were the most preferred methods, test performance was the most important attribute of a screening test, regardless of sample type. Efforts to increase CRC screening participation should focus on a test, or combination of tests, that combines the attributes of high performance, low aversion, and convenience of use.
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Affiliation(s)
- Joanne M Osborne
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park, SA, Australia,
- Bowel Health Service, Repatriation General Hospital, Daw Park, SA, Australia
| | - Ingrid Flight
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park, SA, Australia,
| | - Carlene J Wilson
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park, SA, Australia,
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia,
- Olivia Newton John Cancer Wellness and Research Centre, Austin Hospital, Heidelberg, VIC, Australia,
| | - Gang Chen
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park, SA, Australia,
| | - Julie Ratcliffe
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park, SA, Australia,
| | - Graeme P Young
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park, SA, Australia,
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19
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Greither T, Vorwerk F, Kappler M, Bache M, Taubert H, Kuhnt T, Hey J, Eckert AW. Salivary miR-93 and miR-200a as post-radiotherapy biomarkers in head and neck squamous cell carcinoma. Oncol Rep 2017; 38:1268-1275. [PMID: 28677748 DOI: 10.3892/or.2017.5764] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 03/27/2017] [Indexed: 11/06/2022] Open
Abstract
Head and neck squamous cell carcinoma is the 6th most malignant tumor entity worldwide and has exhibited a 5-year mortality of approximately 50% for the last fifty years. For the therapy monitoring and successful management of this tumor entity new and easily accessible biomarkers are greatly needed. The aim of the study was to determine whether and to what extent microRNAs, a class of small regulatory RNAs, are detectable in saliva post-radiation therapy. The expression and feasibility as therapy monitoring marker of the microRNAs were analyzed by RT-qPCR in 83 saliva samples from 33 patients collected at several time points pre-, during and post-radiotherapy treatment. Ten head and neck squamous cell carcinoma- or radiation-associated microRNAs (miR-93, miR-125a, miR-142-3p, miR-200a, miR-203, miR-213, let-7a, let-7b, let-7g and let-7i) were analyzed. All were detectable to a different extent in the saliva of the patients. miR-93 and miR-200a were significantly higher expressed 12 months post-radiotherapy than at baseline (p=0.047 and p=0.036). These results point towards miR-93 and miR-200a as biomarkers for the treatment monitoring post-radiation of head and neck squamous cell carcinoma.
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Affiliation(s)
- Thomas Greither
- Center for Reproductive Medicine and Andrology, Martin Luther University Halle-Wittenberg, Germany
| | - Freya Vorwerk
- Department of Prosthetic Dentistry, University School of Dental Medicine, Martin Luther University Halle-Wittenberg, Germany
| | - Matthias Kappler
- Department of Oral and Maxillofacial Plastic Surgery, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Matthias Bache
- Department of Radiotherapy, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Helge Taubert
- Department of Urology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Thomas Kuhnt
- Department of Imaging and Radiation Medicine, University Clinic of Radiotherapy Leipzig, Leipzig, Germany
| | - Jeremias Hey
- Department of Prosthetic Dentistry, University School of Dental Medicine, Martin Luther University Halle-Wittenberg, Germany
| | - Alexander W Eckert
- Department of Oral and Maxillofacial Plastic Surgery, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
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20
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Kim SH, Lee SY, Lee YM, Lee YK. MicroRNAs as biomarkers for dental diseases. ACTA ACUST UNITED AC 2015; 36:18-22. [PMID: 26684491 DOI: 10.1016/j.sdj.2015.09.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 08/26/2015] [Accepted: 09/06/2015] [Indexed: 12/13/2022]
Abstract
MicroRNAs (miRNAs) are short, noncoding RNAs that act as key regulators of diverse biological processes by mediating translational repression or mRNA degradation of target genes. Recent studies discovered miRNAs in saliva, and these miRNAs are promising candidates for use as biomarkers of dental diseases. In this review, the results of miRNA studies in the dental field are presented, and a brief overview of the current progress, limitations, and perspectives regarding miRNA biomarkers for dental diseases is given.
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Affiliation(s)
- Su-Hwan Kim
- Department of Dentistry, College of Medicine, University of Ulsan and Asan Medical Center, Seoul, Republic of Korea
| | - Su-Yeon Lee
- Department of Smart Healthcare, Samsung SDS Co., Ltd., Seoul, Republic of Korea
| | - Yong-Moo Lee
- Department of Periodontology, Dental Research Institute, Seoul National University School of Dentistry, Seoul, Republic of Korea
| | - Young-Kyoo Lee
- Department of Periodontics, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, 138-736 Seoul, Republic of Korea.
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21
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Celec P, Tóthová Ľ, Šebeková K, Podracká Ľ, Boor P. Salivary markers of kidney function - Potentials and limitations. Clin Chim Acta 2015; 453:28-37. [PMID: 26633856 DOI: 10.1016/j.cca.2015.11.028] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Revised: 11/24/2015] [Accepted: 11/25/2015] [Indexed: 01/28/2023]
Abstract
Saliva can be collected non-invasively, repeatedly and without trained personnel. It is a promising diagnostic body fluid with clinical use in endocrinology and dentistry. For decades, it is known that saliva contains also urea, creatinine and other markers of renal function. Clinical studies have shown that the salivary concentrations of these markers could be useful for the assessment of kidney function without the need of blood collection. This article summarizes the clinical and experimental data on the use of saliva as a diagnostic fluid in nephrology and points out the advantages, pitfalls, technical requirements and future perspective for the use of saliva as a novel potential diagnostic biofluid.
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Affiliation(s)
- Peter Celec
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia; Center for Molecular Medicine, Slovak Academy of Sciences, Bratislava, Slovakia; Institute of Pathophysiology, Faculty of Medicine, Comenius University, Bratislava, Slovakia; Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia.
| | - Ľubomíra Tóthová
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia; Center for Molecular Medicine, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Katarína Šebeková
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Ľudmila Podracká
- 1st Department of Pediatrics, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Peter Boor
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia; Institute of Pathology & Department of Nephrology, RWTH Aachen University, Aachen, Germany
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Pernot E, Cardis E, Badie C. Usefulness of Saliva Samples for Biomarker Studies in Radiation Research. Cancer Epidemiol Biomarkers Prev 2014; 23:2673-80. [DOI: 10.1158/1055-9965.epi-14-0588] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Chen D, Song N, Ni R, Zhao J, Hu J, Lu Q, Li Q. Saliva as a sampling source for the detection of leukemic fusion transcripts. J Transl Med 2014; 12:321. [PMID: 25407125 PMCID: PMC4243783 DOI: 10.1186/s12967-014-0321-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Accepted: 11/05/2014] [Indexed: 12/02/2022] Open
Abstract
Background Saliva has long been used as a sampling source for clinical diagnosis of oral disease such as oral squamous cell carcinoma, or therapeutic drug monitoring. The aims of this study was to ascertain if saliva RNA could be stored at room temperature and to study if saliva could be a convenient source for fusion transcripts in leukemic patients. Methods This is a cross-sectional diagnostic study. We first developed a Saliva RNA tube for stable storage of whole saliva RNA at room temperature. Then we detected the leukemic fusions in the whole saliva from seven leukemic patients and twenty healthy volunteers, and compared with the results obtained from the bone marrow of the patients. Results Human gene transcripts could be reproducibly detected in the whole saliva for at least four weeks when stored in the developed composition at room temperature. Concordant results of the fusion transcripts were obtained between the saliva and the bone marrow in the seven leukemic patients and no fusions were detected in the healthy controls. Conclusions The results support our hypothesis that human whole saliva could be a reliable and convenient sampling source for the detection of leukemic fusions.
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Affiliation(s)
- Dongmei Chen
- State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Engineering Research Centre of Molecular Diagnostics, Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian, 361102, China. .,Shenzhen Research Institute of Xiamen University, Shenzhen, Guangdong, 518057, China.
| | - Najie Song
- State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Engineering Research Centre of Molecular Diagnostics, Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian, 361102, China. .,Shenzhen Research Institute of Xiamen University, Shenzhen, Guangdong, 518057, China.
| | - Runfang Ni
- State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Engineering Research Centre of Molecular Diagnostics, Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian, 361102, China. .,Shenzhen Research Institute of Xiamen University, Shenzhen, Guangdong, 518057, China.
| | - Jiangning Zhao
- Zhongshan Hospital of Xiamen, Xiamen University, Xiamen, Fujian, 361004, China.
| | - Jiasheng Hu
- Zhongshan Hospital of Xiamen, Xiamen University, Xiamen, Fujian, 361004, China.
| | - Quanyi Lu
- Zhongshan Hospital of Xiamen, Xiamen University, Xiamen, Fujian, 361004, China.
| | - Qingge Li
- State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Engineering Research Centre of Molecular Diagnostics, Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian, 361102, China. .,Shenzhen Research Institute of Xiamen University, Shenzhen, Guangdong, 518057, China.
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A novel saliva-based microRNA biomarker panel to detect head and neck cancers. Cell Oncol (Dordr) 2014; 37:331-8. [PMID: 25156495 DOI: 10.1007/s13402-014-0188-2] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2014] [Indexed: 10/24/2022] Open
Abstract
BACKGROUND MicroRNAs (miRNAs) are known to play an important role in cancer development by post-transcriptionally affecting the expression of critical genes. The aims of this study were two-fold: (i) to develop a robust method to isolate miRNAs from small volumes of saliva and (ii) to develop a panel of saliva-based diagnostic biomarkers for the detection of head and neck squamous cell carcinoma (HNSCC). METHODS Five differentially expressed miRNAs were selected from miScript™ miRNA microarray data generated using saliva from five HNSCC patients and five healthy controls. Their differential expression was subsequently confirmed by RT-qPCR using saliva samples from healthy controls (n = 56) and HNSCC patients (n = 56). These samples were divided into two different cohorts, i.e., a first confirmatory cohort (n = 21) and a second independent validation cohort (n = 35), to narrow down the miRNA diagnostic panel to three miRNAs: miR-9, miR-134 and miR-191. This diagnostic panel was independently validated using HNSCC miRNA expression data from The Cancer Genome Atlas (TCGA), encompassing 334 tumours and 39 adjacent normal tissues. Receiver operating characteristic (ROC) curve analysis was performed to assess the diagnostic capacity of the panel. RESULTS On average 60 ng/μL miRNA was isolated from 200 μL of saliva. Overall a good correlation was observed between the microarray data and the RT-qPCR data. We found that miR-9 (P <0.0001), miR-134 (P <0.0001) and miR-191 (P <0.001) were differentially expressed between saliva from HNSCC patients and healthy controls, and that these miRNAs provided a good discriminative capacity with area under the curve (AUC) values of 0.85 (P <0.0001), 0.74 (P < 0.001) and 0.98 (P < 0.0001), respectively. In addition, we found that the salivary miRNA data showed a good correlation with the TCGA miRNA data, thereby providing an independent validation. CONCLUSIONS We show that we have developed a reliable method to isolate miRNAs from small volumes of saliva, and that the saliva-derived miRNAs miR-9, miR-134 and miR-191 may serve as novel biomarkers to reliably detect HNSCC.
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Jones TH, Muehlhauser V. Effect of handling and storage conditions and stabilizing agent on the recovery of viral RNA from oral fluid of pigs. J Virol Methods 2013; 198:26-31. [PMID: 24384096 PMCID: PMC7119947 DOI: 10.1016/j.jviromet.2013.12.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2013] [Revised: 12/10/2013] [Accepted: 12/18/2013] [Indexed: 12/11/2022]
Abstract
Inactivation of salivary enzymes by heating oral fluid for 15 min at 60 °C was detrimental to hepatitis E virus (HEV) RNA. HEV, F-RNA coliphage and murine norovirus RNA are not degraded in oral fluid stored at 4 °C for ≤24 h. Recovery of HEV RNA from oral fluid after 30 days at −20 °C was higher in the absence of RNA stabilizer. RNeasy Protect Saliva Mini kit does not work well for viral RNA.
There is an increasing interest in using oral fluid to determine herd health and documenting the circulation of viruses in commercial swine populations but little is known about the stability of viruses in oral fluid. Hepatitis E virus (HEV) is a zoonotic virus which is widespread in swine herds. Information on optimal handling methods such as heat treatments, freezing and RNA stabilization agents is needed to prevent or minimize degradation of viral RNA by degradative enzymes. The objectives of the study were to determine optimum handling conditions of the oral fluid before RNA extraction and to compare the performance of the RNeasy Protect Saliva Mini kit, which contains a stabilizing agent, with that of the QIAamp Viral RNA Mini kit, which does not contain a stabilizing agent. Preliminary studies with oral fluid inoculated with HEV indicated that a heat treatment of 60 °C for 15 min was detrimental to HEV RNA. HEV was recovered from 25/25 and 24/25 samples of oral fluid when samples were incubated for ≤24 h at 4 °C and 30 days at −20 °C, respectively, without a stabilizing agent and extracted with the QiaAMP kit. In contrast, HEV RNA was detected in 16/25 and 11/25 samples when samples were incubated with a stabilizing agent for 24 h at 37 °C and 30 days at −20 °C, respectively, and extracted with the RNeasy Protect Saliva kit. Moreover, the mean number of genome copies/ml of HEV recovered from oral fluid stored at −20 °C without the stabilizing agent was 2.9 log units higher than oral fluid stored at −20 °C in the presence of the stabilizing agent. The recovery of RNA from HEV, F-RNA coliphage MS2 and murine norovirus (MNV), which are surrogates for norovirus, was significantly greater when oral fluid was incubated for 24 h at 4 °C than when oral fluid was stabilized with RNAprotect Saliva Reagent for 24 h at 37 °C, where the relative differences between the two processes were 1.4, 1.8, and 2.7 log genome copies/ml for MS2, MNV, and HEV, respectively. The findings suggest that it is unnecessary to stabilize oral fluid from swine for the detection of viral RNA, provided the samples are stored at 4 °C or frozen at −20 °C, and that the RNeasy Protect Saliva Mini kit did not perform well for the detection of viral RNA.
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Affiliation(s)
- T H Jones
- Agriculture and Agri-Food Canada, Lacombe Research Centre, 6000 C & E Trail, Lacombe, Alberta, Canada T4L 1W1.
| | - V Muehlhauser
- Agriculture and Agri-Food Canada, Lacombe Research Centre, 6000 C & E Trail, Lacombe, Alberta, Canada T4L 1W1
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