1
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Wang M, Han Z, Wang X, Cheng Y, Cao Z, Zhang Y, Zhang Y. lncRNA TMEM161B-AS1 screened the onset of oral squamous cell carcinoma in HPV-infected patients, predicted poor prognosis, and regulated cell progression via modulating the miR-651-5p/BDNF axis. Odontology 2024; 112:1010-1022. [PMID: 38376795 DOI: 10.1007/s10266-024-00899-0] [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: 08/30/2023] [Accepted: 01/04/2024] [Indexed: 02/21/2024]
Abstract
Oral squamous cell carcinoma (OSCC) has become the most common HPV-related cancer with high invasion and metastasis. Exploring biomarkers for the screening and monitoring of OSCC, especially for the HPV-OSCC, would benefit patients' diagnosis and prognosis. This study evaluated the significance and mechanism of TMEM161B-AS1 and miR-651-5p in HPV-OSCC aiming to provide novel insight into the mechanism of HPV-OSCC development. Expression of TMEM161B-AS1 and miR-561-5p was analyzed in healthy individuals, HPV-infected non-OSCC patients, and HPV-OSCC patients using PCR. Their significance in HPV-OSCC occurrence and prognosis was evaluated by logistic regression, ROC, Kaplan-Meier, and Cox regression analysis. In OSCC cells, CCK8 and Transwell assays were employed for assessing cell growth and metastasis. The luciferase reporter assay and cell transfection were performed to evaluate the regulatory association between TMEM161B-AS1, miR-561-5p, and BDNF. Significant upregulation of TMEM161B-AS1 and downregulation of miR-561-5p were observed in oral HPV-infected patients. Both TMEM161B-AS1 and miR-651-5p served as risk factors for the occurrence of OSCC in oral HPV-infected patients and could distinguish HPV-OSCC patients from HPV-infected non-OSCC patients. Increased TMEM161B-AS1 and reduced miR-561-5p indicated severe development and adverse prognosis of HPV-OSCC patients. In OSCC cells, silencing TMEM161-AS1 suppressed cell proliferation and motility via negatively modulating miR-561-5p. miR-561-5p negatively regulated BDNF, which was considered the underlying mechanism of TMEM161B-AS1. Increasing TMEM161B-AS expression and decreasing miR-561-5p showed the occurrence of OSCC in HPV-infected patients and predicted malignant development and adverse prognosis. TMEME161B-AS1 served as a tumor promoter via regulating the miR-561-5p/BDNF axis.
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Affiliation(s)
- Mian Wang
- Department of Stomatology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, No. 269, Daxue Road, Xuzhou, 221000, Jiangsu Province, China
| | - Zhengjie Han
- Department of Pathology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, Xuzhou, China
| | - Xuewei Wang
- Department of Stomatology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, No. 269, Daxue Road, Xuzhou, 221000, Jiangsu Province, China
| | - Yusheng Cheng
- Department of Stomatology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, No. 269, Daxue Road, Xuzhou, 221000, Jiangsu Province, China
| | - Ziqiang Cao
- Department of Stomatology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, No. 269, Daxue Road, Xuzhou, 221000, Jiangsu Province, China
| | - Yang Zhang
- Department of Stomatology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, No. 269, Daxue Road, Xuzhou, 221000, Jiangsu Province, China.
| | - Yang Zhang
- Department of Stomatology, Xuzhou Municipal Hospital Affiliated With Xuzhou Medical University, No. 269, Daxue Road, Xuzhou, 221000, Jiangsu Province, China.
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2
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Hamza M, Sankhyan D, Shukla S, Pandey P. Advances in body fluid identification: MiRNA markers as powerful tool. Int J Legal Med 2024; 138:1223-1232. [PMID: 38467753 DOI: 10.1007/s00414-024-03202-6] [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: 10/17/2023] [Accepted: 02/23/2024] [Indexed: 03/13/2024]
Abstract
Body fluids are one of the most encountered types of evidence in any crime and are commonly used for identifying a person's identity. In addition to these, they are also useful in ascertaining the nature of crime by determining the ty pe of fluid such as blood, semen, saliva, urine etc. Body fluids collected from crime scenes are mostly found in degraded, trace amounts and/or mixed with other fluids. However, the existing immunological and enzyme-based methods used for differentiating these fluids show limited specificity and sensitivity in such cases. To overcome these challenges, a new method utilizing microRNA expression of the body fluids has been proposed. This method is believed to be non-destructive as well as sensitive in nature and researches have shown promising results for highly degraded samples as well. This systematic review focuses on and explores the use and reliability of miRNAs in body fluid identification. It also summarizes the researches conducted on various aspects of miRNA in terms of body fluid examination in forensic investigations.
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Affiliation(s)
- Mohd Hamza
- Department of Forensic Science, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, 144411, India
| | - Deeksha Sankhyan
- Department of Forensic Science, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, 144411, India.
| | - Saurabh Shukla
- Department of Forensic Science, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, 144411, India
| | - Preeti Pandey
- Department of Forensic Science, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, 144411, India
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3
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Lewis CA, Seashols-Williams SJ. A combined molecular approach utilizing microbial DNA and microRNAs in a qPCR multiplex for the classification of five forensically relevant body fluids. J Forensic Sci 2024; 69:282-290. [PMID: 37818748 DOI: 10.1111/1556-4029.15400] [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: 07/07/2023] [Revised: 09/13/2023] [Accepted: 09/26/2023] [Indexed: 10/13/2023]
Abstract
Body fluid identification is an essential step in the forensic biology workflow that can assist DNA analysts in determining where to collect DNA evidence. Current presumptive tests lack the specificity that molecular techniques can achieve; therefore, molecular methods, including microRNA (miRNA) and microbial signature characterization, have been extensively researched in the forensic community. Limitations of each method suggest combining molecular markers to increase the discrimination efficiency of multiple body fluids from a single assay. While microbial signatures have been successful in identifying fluids with high bacterial abundances, microRNAs have shown promise in fluids with low microbial abundance (blood and semen). This project synergized the benefits of microRNAs and microbial DNA to identify multiple body fluids using DNA extracts. A reverse transcription (RT)-qPCR duplex targeting miR-891a and let-7g was validated, and miR-891a differential expression was significantly different between blood and semen. The miRNA duplex was incorporated into a previously reported qPCR multiplex targeting 16S rRNA genes of Lactobacillus crispatus, Bacteroides uniformis, and Streptococcus salivarius to presumptively identify vaginal/menstrual secretions, feces, and saliva, respectively. The combined classification regression tree model resulted in the presumptive classification of five body fluids with 94.6% overall accuracy, now including blood and semen identification. These results provide proof of concept that microRNAs and microbial DNA can classify multiple body fluids simultaneously at the quantification step of the current forensic DNA workflow.
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Affiliation(s)
- Carolyn A Lewis
- Integrative Life Sciences Doctoral Program, Virginia Commonwealth University, Richmond, Virginia, USA
- Department of Forensic Science, Virginia Commonwealth University, Richmond, Virginia, USA
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4
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Rhodes C, Lewis C, Price K, Valentine A, Creighton MRA, Boone E, Seashols-Williams S. Evaluation and Verification of a microRNA Panel Using Quadratic Discriminant Analysis for the Classification of Human Body Fluids in DNA Extracts. Genes (Basel) 2023; 14:genes14050968. [PMID: 37239328 DOI: 10.3390/genes14050968] [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: 03/17/2023] [Revised: 04/20/2023] [Accepted: 04/22/2023] [Indexed: 05/28/2023] Open
Abstract
There is significant interest in the use of miRNA analysis for forensic body fluid identification. Demonstrated co-extraction and detection in DNA extracts could make the use of miRNAs a more streamlined molecular body fluid identification method than other RNA-based methods. We previously reported a reverse transcription-quantitative PCR (RT-qPCR) panel of eight miRNAs that classified venous and menstrual blood, feces, urine, saliva, semen, and vaginal secretions using a quadratic discriminant analysis (QDA) model with 93% accuracy in RNA extracts. Herein, miRNA expression in DNA extracts from 50 donors of each body fluid were tested using the model. Initially, a classification rate of 87% was obtained, which increased to 92% when three additional miRNAs were added. Body fluid identification was found to be reliable across population samples of mixed ages, ethnicities, and sex, with 72-98% of the unknown samples classifying correctly. The model was then tested against compromised samples and over biological cycles, where classification accuracy varied, depending on the body fluid. In conclusion, we demonstrated the ability to classify body fluids using miRNA expression from DNA extracts, eliminating the need for RNA extraction, greatly reducing evidentiary sample consumption and processing time in forensic laboratories, but acknowledge that compromised semen and saliva samples can fail to classify properly, and mixed sample classification remains untested and may have limitations.
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Affiliation(s)
- Ciara Rhodes
- Department of Forensic Science, Virginia Commonwealth University, P.O. Box 843079, 1015 Floyd Ave., Richmond, VA 23284-3079, USA
- Integrative Life Sciences Program, Virginia Commonwealth University, P.O. Box 842030, 1000 West Cary St., Richmond, VA 23284-2030, USA
| | - Carolyn Lewis
- Department of Forensic Science, Virginia Commonwealth University, P.O. Box 843079, 1015 Floyd Ave., Richmond, VA 23284-3079, USA
- Integrative Life Sciences Program, Virginia Commonwealth University, P.O. Box 842030, 1000 West Cary St., Richmond, VA 23284-2030, USA
| | - Kelsey Price
- Department of Forensic Science, Virginia Commonwealth University, P.O. Box 843079, 1015 Floyd Ave., Richmond, VA 23284-3079, USA
| | - Anaya Valentine
- Department of Forensic Science, Virginia Commonwealth University, P.O. Box 843079, 1015 Floyd Ave., Richmond, VA 23284-3079, USA
| | - Mary-Randall A Creighton
- Center for Biological Data Science, Virginia Commonwealth University, P.O. Box 842030, 1015 Floyd Ave., Richmond, VA 23284-2030, USA
| | - Edward Boone
- Department of Statistical Sciences and Operations Research, Virginia Commonwealth University, P.O. Box 843083, 1015 Floyd Ave., Richmond, VA 23284-3083, USA
| | - Sarah Seashols-Williams
- Department of Forensic Science, Virginia Commonwealth University, P.O. Box 843079, 1015 Floyd Ave., Richmond, VA 23284-3079, USA
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5
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A Comprehensive Characterization of Small RNA Profiles by Massively Parallel Sequencing in Six Forensic Body Fluids/Tissue. Genes (Basel) 2022; 13:genes13091530. [PMID: 36140698 PMCID: PMC9498867 DOI: 10.3390/genes13091530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 08/15/2022] [Accepted: 08/22/2022] [Indexed: 11/25/2022] Open
Abstract
Body fluids/tissue identification (BFID) is an essential procedure in forensic practice, and RNA profiling has become one of the most important methods. Small non-coding RNAs, being expressed in high copy numbers and resistant to degradation, have great potential in BFID but have not been comprehensively characterized in common forensic stains. In this study, the miRNA, piRNA, snoRNA, and snRNA were sequenced in 30 forensic relevant samples (menstrual blood, saliva, semen, skin, venous blood, and vaginal secretion) using the BGI platform. Based on small RNA profiles, relative specific markers (RSM) and absolute specific markers (ASM) were defined, which can be used to identify a specific body fluid/tissue out of two or six, respectively. A total of 5204 small RNAs were discovered including 1394 miRNAs (including 236 novel miRNA), 3157 piRNAs, 636 snoRNAs, and 17 snRNAs. RSMs for 15 pairwise body fluid/tissue groups were discovered by differential RNA analysis. In addition, 90 ASMs that were specifically expressed in a certain type of body fluid/tissue were screened, among them, snoRNAs were reported first in forensic genetics. In brief, our study deepened the understanding of small RNA profiles in forensic stains and offered potential BFID markers that can be applied in different forensic scenarios.
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6
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Sijen T, Harbison S. On the Identification of Body Fluids and Tissues: A Crucial Link in the Investigation and Solution of Crime. Genes (Basel) 2021; 12:1728. [PMID: 34828334 PMCID: PMC8617621 DOI: 10.3390/genes12111728] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 10/26/2021] [Accepted: 10/26/2021] [Indexed: 12/13/2022] Open
Abstract
Body fluid and body tissue identification are important in forensic science as they can provide key evidence in a criminal investigation and may assist the court in reaching conclusions. Establishing a link between identifying the fluid or tissue and the DNA profile adds further weight to this evidence. Many forensic laboratories retain techniques for the identification of biological fluids that have been widely used for some time. More recently, many different biomarkers and technologies have been proposed for identification of body fluids and tissues of forensic relevance some of which are now used in forensic casework. Here, we summarize the role of body fluid/ tissue identification in the evaluation of forensic evidence, describe how such evidence is detected at the crime scene and in the laboratory, elaborate different technologies available to do this, and reflect real life experiences. We explain how, by including this information, crucial links can be made to aid in the investigation and solution of crime.
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Affiliation(s)
- Titia Sijen
- Division Human Biological Traces, Netherlands Forensic Institute, Laan van Ypenburg 6, 2497 GB The Hague, The Netherlands
- Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - SallyAnn Harbison
- Institute of Environmental Science and Research Limited, Private Bag 92021, Auckland 1142, New Zealand;
- Department of Statistics, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
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7
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Ten years of molecular ballistics-a review and a field guide. Int J Legal Med 2021; 135:1121-1136. [PMID: 33594457 PMCID: PMC8205864 DOI: 10.1007/s00414-021-02523-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 01/27/2021] [Indexed: 01/23/2023]
Abstract
Molecular ballistics combines molecular biological, forensic ballistic, and wound ballistic insights and approaches in the description, collection, objective investigation, and contextualization of the complex patterns of biological evidence that are generated by gunshots at biological targets. Setting out in 2010 with two seminal publications proving the principle that DNA from backspatter collected from inside surfaces of firearms can be retreived and successfully be analyzed, molecular ballistics covered a lot of ground until today. In this review, 10 years later, we begin with a comprehensive description and brief history of the field and lay out its intersections with other forensic disciplines like wound ballistics, forensic molecular biology, blood pattern analysis, and crime scene investigation. In an application guide section, we aim to raise consciousness to backspatter traces and the inside surfaces of firearms as sources of forensic evidence. Covering crime scene practical as well as forensic genetic aspects, we introduce operational requirements and lay out possible procedures, including forensic RNA analysis, when searching for, collecting, analyzing, and contextualizing such trace material. We discuss the intricacies and rationales of ballistic model building, employing different tissue, skin, and bone simulants and the advantages of the “triple-contrast” method in molecular ballistics and give advice on how to stage experimental shootings in molecular ballistic research. Finally, we take a look at future applications and prospects of molecular ballistics.
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8
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MicroRNAs: An Update of Applications in Forensic Science. Diagnostics (Basel) 2020; 11:diagnostics11010032. [PMID: 33375374 PMCID: PMC7823886 DOI: 10.3390/diagnostics11010032] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 12/17/2020] [Accepted: 12/23/2020] [Indexed: 12/25/2022] Open
Abstract
MicroRNAs (miRNAs) are a class of non-coding RNAs containing 18–24 nucleotides that are involved in the regulation of many biochemical mechanisms in the human body. The level of miRNAs in body fluids and tissues increases because of altered pathophysiological mechanisms, thus they are employed as biomarkers for various diseases and conditions. In recent years, miRNAs obtained a great interest in many fields of forensic medicine given their stability and specificity. Several specific miRNAs have been studied in body fluid identification, in wound vitality in time of death determination, in drowning, in the anti-doping field, and other forensic fields. However, the major problems are (1) lack of universal protocols for diagnostic expression testing and (2) low reproducibility of independent studies. This review is an update on the application of these molecular markers in forensic biology.
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9
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Williams GA. Body fluid identification: A case for more research and innovation. FORENSIC SCIENCE INTERNATIONAL: REPORTS 2020. [DOI: 10.1016/j.fsir.2020.100096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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10
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Sakurada K, Watanabe K, Akutsu T. Current Methods for Body Fluid Identification Related to Sexual Crime: Focusing on Saliva, Semen, and Vaginal Fluid. Diagnostics (Basel) 2020; 10:diagnostics10090693. [PMID: 32937964 PMCID: PMC7555023 DOI: 10.3390/diagnostics10090693] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 09/10/2020] [Accepted: 09/11/2020] [Indexed: 12/25/2022] Open
Abstract
Although, DNA typing plays a decisive role in the identification of persons from blood and body fluid stains in criminal investigations, clarifying the origin of extracted DNA has also been considered an essential task in proving a criminal act. This review introduces the importance of developing precise methods for body fluid identification. Body fluid identification has long relied on enzymatic methods as a presumptive assay and histological or serological methods as a confirmatory assay. However, because the latest DNA typing methods can rapidly obtain results from very small and even old, poorly preserved samples, the development of a novel corresponding body fluid identification method is required. In particular, an immunochromatographic method has been introduced to identify saliva and semen from sexual crimes. In addition, for vaginal fluid identification, attempts have been made in the past decade to introduce a method relying on body fluid-specific mRNA expression levels. At present, the development of molecular biological methods involving microRNA, DNA methylation, and resident bacterial DNA is ongoing. Therefore, in criminal investigations, body fluid identification is an essential task for correctly applying the results of DNA typing, although further research and development are required.
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Affiliation(s)
- Koichi Sakurada
- Department of Forensic Dentistry, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan
- Correspondence: ; Tel.: +81-3-5803-4387
| | - Ken Watanabe
- First Department of Forensic Science, National Research Institute of Police Science, 6-3-1 Kashiwanoha, Kashiwa, Chiba 277-0882, Japan; (K.W.); (T.A.)
| | - Tomoko Akutsu
- First Department of Forensic Science, National Research Institute of Police Science, 6-3-1 Kashiwanoha, Kashiwa, Chiba 277-0882, Japan; (K.W.); (T.A.)
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11
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Age estimation using bloodstain miRNAs based on massive parallel sequencing and machine learning: A pilot study. Forensic Sci Int Genet 2020; 47:102300. [DOI: 10.1016/j.fsigen.2020.102300] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 03/19/2020] [Accepted: 04/12/2020] [Indexed: 12/23/2022]
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12
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Glynn CL. Potential applications of microRNA profiling to forensic investigations. RNA (NEW YORK, N.Y.) 2020; 26:1-9. [PMID: 31658993 PMCID: PMC6913128 DOI: 10.1261/rna.072173.119] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Within the forensic science community, there is a continued push to develop novel tools to aid in criminal investigations. microRNA (miRNA) analysis has been the focus of many researcher's attention in the biomedical field since its discovery in 1993; however, the forensic application of miRNA analysis has only been suggested within the last 10 years and has been gaining considerable traction recently. The primary focus of the forensic application of miRNA analysis has been on body fluid identification to provide confirmatory universal analysis of unknown biological stains obtained from crime scenes or evidence items. There are, however, other forensic applications of miRNA profiling that have shown potential, yet are largely understudied, and warrant further investigation such as organ tissue identification, donor age estimation, and more. This review paper aims to evaluate the current literature and future potential of miRNA analysis within the forensic science field.
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Affiliation(s)
- Claire L Glynn
- Department of Forensic Science, Henry C. Lee College of Criminal Justice and Forensic Sciences, University of New Haven, West Haven, Connecticut 06516, USA
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13
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Watanabe K, Akutsu T. Evaluation of a co-extraction kit for mRNA, miRNA and DNA methylation-based body fluid identification. Leg Med (Tokyo) 2019; 42:101630. [PMID: 31751797 DOI: 10.1016/j.legalmed.2019.101630] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 09/30/2019] [Accepted: 10/04/2019] [Indexed: 01/01/2023]
Abstract
Recently, messenger RNA (mRNA), micro RNA (miRNA), and DNA methylation (DNAm) have been reported as novel markers for body fluid identification (BFID). Comprehensive analysis of these markers should be a flexible and reliable BFID method for various types of forensic samples. However, independent extraction of all targets can be difficult depending on the usable amounts of samples. In this study, the applicability of a co-extraction kit for these molecules, the AllPrep DNA/RNA/miRNA Universal Kit (APU), was evaluated by comparing RNA and DNA extracted from blood and saliva stains by the APU with those extracted by standard kits for each molecule and by previously reported methods for mRNA/DNA or miRNA/DNA co-extraction. Electrophoresis using the Bioanalyzer platform and real-time PCR analysis revealed that the APU performed almost equivalently to each standard kit in the quality of RNA or DNA extracted and extraction efficiency of mRNAs, miRNAs, and DNA. Moreover, the APU outperformed the co-extraction methods, especially in RNA integrity and miRNA extraction efficiency. In addition, pyrosequencing revealed that the methylation ratios of DNA extracted by the APU were not different from those extracted by standard DNA extraction kits. Overall, the APU is applicable to comprehensive analysis of mRNA/miRNA/DNAm markers for BFID analysis. Because the DNA eluate can also be used for DNA typing, the APU may be among the best choices for forensic examination of body fluid samples in terms of its flexibility and reliability in BFID and efficiency in sample consumption.
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Affiliation(s)
- Ken Watanabe
- National Research Institute of Police Science, Chiba 277-0882, Japan.
| | - Tomoko Akutsu
- National Research Institute of Police Science, Chiba 277-0882, Japan
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14
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Layne TR, Green RA, Lewis CA, Nogales F, Dawson Cruz TC, Zehner ZE, Seashols-Williams SJ. microRNA Detection in Blood, Urine, Semen, and Saliva Stains After Compromising Treatments. J Forensic Sci 2019; 64:1831-1837. [PMID: 31184791 DOI: 10.1111/1556-4029.14113] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 05/22/2019] [Accepted: 05/24/2019] [Indexed: 02/06/2023]
Abstract
Evaluation of microRNA (miRNA) expression as a potential method for forensic body fluid identification has been the subject of investigation over the past several years. Because of their size and encapsulation within proteins and lipids, miRNAs are inherently less susceptible to degradation than other RNAs. In this work, blood, urine, semen, and saliva were exposed to environmental and chemical conditions mimicking sample compromise at the crime scene. For many treated samples, including 100% of blood samples, miRNAs remained detectable, comparable to the untreated control. Sample degradation varied by body fluid and treatment, with blood remarkably resistant, while semen and saliva are more susceptible to environmental insult. Body fluid identification using relative miRNA expression of blood and semen of the exposed samples was 100% and 94%, respectively. Given the overall robust results herein, the case is strengthened for the use of miRNAs as a molecular method for body fluid identification.
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Affiliation(s)
- Tiffany R Layne
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Raquel A Green
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Carolyn A Lewis
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Francy Nogales
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Tracey C Dawson Cruz
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Zendra E Zehner
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University, Box 980614, Richmond, Virginia, 23298-0614
| | - Sarah J Seashols-Williams
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
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15
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Lewis CA, Layne TR, Seashols-Williams SJ. Detection of microRNAs in DNA Extractions for Forensic Biological Source Identification. J Forensic Sci 2019; 64:1823-1830. [PMID: 31107550 DOI: 10.1111/1556-4029.14070] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 03/21/2019] [Accepted: 04/12/2019] [Indexed: 11/29/2022]
Abstract
Molecular-based approaches for biological source identification are of great interest in the forensic community because of a lack of sensitivity and specificity in current methods. MicroRNAs (miRNAs) have been considered due to their robust nature and tissue specificity; however, analysis requires a separate RNA extraction, requiring an additional step in the forensic analysis workflow. The purpose of this study was to evaluate miRNA detection in blood, semen, and saliva using DNA extraction methods commonly utilized for forensic casework. RT-qPCR analysis revealed that the tested miRNAs were consistently detectable across most tested DNA extraction methods, but detection was significantly reduced compared to RNA extracts in some biological fluids. DNase treatment was not necessary to achieve miRNA-specific results. A previously developed miRNA panel for forensic body fluid identification was evaluated using DNA extracts, and largely demonstrated concordance with results from samples deriving from RNA extracts of semen, blood, and saliva.
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Affiliation(s)
- Carolyn A Lewis
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Tiffany R Layne
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
| | - Sarah J Seashols-Williams
- Department of Forensic Science, Virginia Commonwealth University, Box 843079, Richmond, Virginia, 23284-3079
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16
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Peng D, Wang N, Li Z, Tian H, Liang W, Zhang L. The expression of 10 candidate specific microRNA markers for human body fluid identification in animal buccal swabs. Forensic Sci Int 2019; 300:e44-e49. [PMID: 31126709 DOI: 10.1016/j.forsciint.2019.04.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 04/29/2019] [Indexed: 01/26/2023]
Abstract
MicroRNAs (miRNAs) have been of interest in forensic science for body fluid identification with recent years. However, there is no study investigating the species specificity of miRNA markers by the SYBR Green method. Due to the conservation of miRNAs across species, miRNA markers maybe less species-specific than mRNA markers, and in forensic cases, animal buccal swabs are more likely to appear. Therefore, in this study we addressed the influence of 8 kinds of animal buccal swabs on human saliva, semen, vaginal secretion swabs and blood identification with 10 candidate specific miRNA markers by the SYBR Green quantitative PCR. Our data showed that the expression levels of the candidate specific miRNA markers miR-124a and 372 in the cat, dog, mouse and rabbit buccal swabs were in the same range as the human vaginal secretion swabs; buccal swabs from these animals also showed similar expression levels to human saliva for the candidate specific miRNA markers miR-200c, 205 and 658. These results indicated that biomaterials of buccal swabs from cats, dogs, mice and rabbits may be mistaken for human saliva or human vaginal secretion swabs, both of which could result in false positives for human body fluids. Thus, the interpretation of these miRNA profiles for human body fluid identification can be inaccurate in the presence of these animal buccal swabs. Therefore, we suggested performing species tests before human body identification with miRNA markers.
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Affiliation(s)
- Duo Peng
- Department of Forensic Genetics, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Ningbao Wang
- Department of Microbiology, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Zhilong Li
- Department of Forensic Genetics, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Huan Tian
- Department of Forensic Genetics, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Weibo Liang
- Department of Forensic Genetics, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China.
| | - Lin Zhang
- Department of Forensic Genetics, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China.
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Dørum G, Ingold S, Hanson E, Ballantyne J, Russo G, Aluri S, Snipen L, Haas C. Predicting the origin of stains from whole miRNome massively parallel sequencing data. Forensic Sci Int Genet 2019; 40:131-139. [DOI: 10.1016/j.fsigen.2019.02.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 10/24/2018] [Accepted: 02/14/2019] [Indexed: 12/15/2022]
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18
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Suer I, Guzel E, Karatas OF, Creighton CJ, Ittmann M, Ozen M. MicroRNAs as prognostic markers in prostate cancer. Prostate 2019; 79:265-271. [PMID: 30345533 DOI: 10.1002/pros.23731] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 10/03/2018] [Indexed: 12/21/2022]
Abstract
BACKGROUND Prostate cancer (PCa) is the most commonly diagnosed malignancy in men who are especially over the age of 50 years in the western countries. Currently used therapeutic modalities mostly fail to give positive clinical outcomes and nearly 30% of the PCa patients eventually develop clinical recurrence. Therefore, understanding the underlying mechanisms of PCa progression is of paramount importance to help determining the course of disease. In this study, we aimed at profiling the differentially expressed microRNAs in recurrent PCa samples. METHODS We profiled the microRNA expression of 20 recurrent and 20 non-recurrent PCa patients with microRNA microarray, and validated the differential expression of significantly deregulated microRNAs in 40 recurrent and 39 non-recurrent PCa specimens using quantitative reverse-transcription PCR (qRT-PCR). Data were statistically analyzed using two-sided Student's t-test, Pearson Correlation test, Receiver operating characteristic (ROC) analysis. RESULTS Our results demonstrated that a total of 682 probes were significantly deregulated in recurrent versus non-recurrent PCa specimen comparison. Among those, we confirmed the significant downregulation of miR-424 and upregulation of miR-572 with further qRT-PCR analysis in a larger sample set. Further ROC analysis showed that these microRNAs have enough power to distinguish recurrent specimens from non-recurrent ones on their own. CONCLUSIONS Here, we report that differential expression of miR-424 and miR-572 in recurrent PCa specimens can serve as novel biomarkers for prediction of PCa progression.
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Affiliation(s)
- Ilknur Suer
- Department of Medical Genetics, Istanbul University, Division of Medical Genetics, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Esra Guzel
- Department of Molecular Biology and Genetics, Institute of Health Sciences, University of Health Sciences, Istanbul, Turkey
| | - Omer F Karatas
- Molecular Biology and Genetics Department, Erzurum Technical University, Erzurum, Turkey
| | - Chad J Creighton
- Department of Medicine and Dan L. Duncan Cancer Center Division of Biostatistics, Baylor College of Medicine, Houston, Texas
| | - Michael Ittmann
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
- Michael E. DeBakey VAMC, Houston, Texas
| | - Mustafa Ozen
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
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19
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Fang C, Zhao J, Liu X, Zhang J, Cao Y, Yang Y, Yu C, Zhang X, Qian J, Liu W, Wu H, Yan J. MicroRNA profile analysis for discrimination of monozygotic twins using massively parallel sequencing and real-time PCR. Forensic Sci Int Genet 2018; 38:23-31. [PMID: 30321748 DOI: 10.1016/j.fsigen.2018.09.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 07/22/2018] [Accepted: 09/28/2018] [Indexed: 12/12/2022]
Abstract
In general, it is extremely problematic to discriminate between monozygotic twins (MZTs), who share the same genomic DNA sequence, using traditional DNA-based identification methods such as short tandem repeat profiling. MicroRNAs (miRNAs) have shown potential in forensic applications owing to their low molecular weight, abundant and tissue-specific expression. In this study, we utilized massively parallel sequencing technology to perform genome-wide profiling of miRNAs in the blood from four pairs of healthy MZTs. On average, 158 miRNAs were detected in each individual and 14% of which were differentially expressed within each pair of MZTs. The miRNAs with the most significant differences in expression between the twins were confirmed using real-time polymerase chain reaction. Our results demonstrated that miRNAs have potential for use as molecular markers in MZTs discrimination.
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Affiliation(s)
- Chen Fang
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China
| | - Jing Zhao
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100010, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Xu Liu
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China
| | - Jingjing Zhang
- Beijing Huayan Judicial Authentication Institute, Beijing 100192, PR China
| | - Yunwang Cao
- School of Forensic Medicine, Shanxi Medical University, Taiyuan 030001, PR China
| | - Yaran Yang
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100010, PR China
| | - Chunrui Yu
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China
| | - Xiaoli Zhang
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China
| | - Jialin Qian
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China
| | - Wenli Liu
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China
| | - Huijuan Wu
- Beijing Center for Physical and Chemical Analysis, Beijing 100094, PR China; Beijing Engineering Technology Research Centre of Gene Sequencing and Gene Function Analysis, Beijing 100094, PR China; Beijing Gene Medical Laboratory Co., Ltd., Beijing 100094, PR China.
| | - Jiangwei Yan
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100010, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China; School of Forensic Medicine, Shanxi Medical University, Taiyuan 030001, PR China.
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20
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Identification of organ tissue types and skin from forensic samples by microRNA expression analysis. Forensic Sci Int Genet 2017; 28:99-110. [DOI: 10.1016/j.fsigen.2017.02.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 01/26/2017] [Accepted: 02/03/2017] [Indexed: 01/19/2023]
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21
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Sirker M, Fimmers R, Schneider PM, Gomes I. Evaluating the forensic application of 19 target microRNAs as biomarkers in body fluid and tissue identification. Forensic Sci Int Genet 2016; 27:41-49. [PMID: 27940410 DOI: 10.1016/j.fsigen.2016.11.012] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 11/18/2016] [Accepted: 11/30/2016] [Indexed: 01/03/2023]
Abstract
RNA-based body fluid and tissue identification has evolved as a promising and reliable new technique to classify type and source of biological evidence in crime cases. In particular, mRNA-based approaches are currently on the rise to replace conventional protein-based methods and are increasingly implemented into forensic casework. However, degradation of these nucleic acid molecules can cause issues on laboratory scale and need to be considered for a credible investigation. For this reason, the analysis of miRNAs using qPCR has been proposed to be a sensitive and specific approach to identify the origin of a biological trace taking advantage of their small size and resistance to degradation. Despite the straightforward workflow of this method, suitable endogenous controls are inevitable when performing real-time PCR to ensure accurate normalization of gene expression data in order to allow a meaningful interpretation. In this regard, we have validated reference genes for a set of forensically relevant body fluids and tissues (blood, saliva, semen, vaginal secretions, menstrual blood and skin) and tested 15 target genes aiming to identify abovementioned sample types. Our data showed that preselected endogenous controls (miR26b, miR92 and miR484) and miR144, initially selected as potential marker for the detection of menstrual blood, were the most stable expressed genes among our set of samples. Normalizing qPCR data with these four validated references revealed that only five miRNA markers are necessary to differentiate between the six different cell types selected in this study. Nevertheless, our observations in the present study indicate that miRNA analysis methods may not provide straightforward data interpretation strategies required for an implementation in forensic casework.
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Affiliation(s)
- M Sirker
- Institute of Legal Medicine, Faculty of Medicine, University of Cologne, Cologne, Germany.
| | - R Fimmers
- Institute of Biometrics, Informatics and Epidemiology, University of Bonn, Bonn, Germany
| | - P M Schneider
- Institute of Legal Medicine, Faculty of Medicine, University of Cologne, Cologne, Germany
| | - I Gomes
- Institute of Legal Medicine, Faculty of Medicine, University of Cologne, Cologne, Germany
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22
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Seashols-Williams S, Lewis C, Calloway C, Peace N, Harrison A, Hayes-Nash C, Fleming S, Wu Q, Zehner ZE. High-throughput miRNA sequencing and identification of biomarkers for forensically relevant biological fluids. Electrophoresis 2016; 37:2780-2788. [DOI: 10.1002/elps.201600258] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Revised: 08/14/2016] [Accepted: 08/17/2016] [Indexed: 12/18/2022]
Affiliation(s)
| | - Carolyn Lewis
- Department of Forensic Science; Virginia Commonwealth University; Richmond VA USA
| | - Chelsea Calloway
- Department of Forensic Science; Virginia Commonwealth University; Richmond VA USA
| | - Nerissa Peace
- Department of Forensic Science; Virginia Commonwealth University; Richmond VA USA
| | - Ariana Harrison
- Department of Forensic Science; Virginia Commonwealth University; Richmond VA USA
| | - Christina Hayes-Nash
- Department of Forensic Science; Virginia Commonwealth University; Richmond VA USA
| | - Samantha Fleming
- Department of Forensic Science; Virginia Commonwealth University; Richmond VA USA
| | - Qianni Wu
- Department of Biochemistry and Molecular Biology; Virginia Commonwealth University; Richmond VA USA
| | - Zendra E. Zehner
- Department of Biochemistry and Molecular Biology; Virginia Commonwealth University; Richmond VA USA
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Kulstein G, Marienfeld R, Miltner E, Wiegand P. Automation of DNA and miRNA co-extraction for miRNA-based identification of human body fluids and tissues. Electrophoresis 2016; 37:2742-2750. [PMID: 27540896 DOI: 10.1002/elps.201600365] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 08/08/2016] [Accepted: 08/09/2016] [Indexed: 11/06/2022]
Abstract
In the last years, microRNA (miRNA) analysis came into focus in the field of forensic genetics. Yet, no standardized and recommendable protocols for co-isolation of miRNA and DNA from forensic relevant samples have been developed so far. Hence, this study evaluated the performance of an automated Maxwell® 16 System-based strategy (Promega) for co-extraction of DNA and miRNA from forensically relevant (blood and saliva) samples compared to (semi-)manual extraction methods. Three procedures were compared on the basis of recovered quantity of DNA and miRNA (as determined by real-time PCR and Bioanalyzer), miRNA profiling (shown by Cq values and extraction efficiency), STR profiles, duration, contamination risk and handling. All in all, the results highlight that the automated co-extraction procedure yielded the highest miRNA and DNA amounts from saliva and blood samples compared to both (semi-)manual protocols. Also, for aged and genuine samples of forensically relevant traces the miRNA and DNA yields were sufficient for subsequent downstream analysis. Furthermore, the strategy allows miRNA extraction only in cases where it is relevant to obtain additional information about the sample type. Besides, this system enables flexible sample throughput and labor-saving sample processing with reduced risk of cross-contamination.
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Affiliation(s)
| | | | - Erich Miltner
- Institute of Legal Medicine, Ulm University, Ulm, Germany
| | - Peter Wiegand
- Institute of Legal Medicine, Ulm University, Ulm, Germany
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24
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Sauer E, Reinke AK, Courts C. Differentiation of five body fluids from forensic samples by expression analysis of four microRNAs using quantitative PCR. Forensic Sci Int Genet 2016; 22:89-99. [DOI: 10.1016/j.fsigen.2016.01.018] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Accepted: 01/26/2016] [Indexed: 01/19/2023]
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Duz MB, Karatas OF, Guzel E, Turgut NF, Yilmaz M, Creighton CJ, Ozen M. Identification of miR-139-5p as a saliva biomarker for tongue squamous cell carcinoma: a pilot study. Cell Oncol (Dordr) 2015; 39:187-93. [PMID: 26650483 DOI: 10.1007/s13402-015-0259-z] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2015] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Of all human oral carcinomas, 41 % are localized to the tongue. Despite considerable improvements in both diagnosis and treatment, tongue squamous cell carcinoma (TSCC) has remained one of the most lethal types of cancer. Here, we aimed at identifying a salivary microRNA (miRNA) expression signature specific for TSCC patients. METHODS To identify putative diagnostic biomarkers, we compared the miRNA expression profiles of saliva samples from three TSCC patients and four healthy control individuals using an Agilent miRNA microarray platform (V19). Three of the differentially expressed miRNAs identified were selected for further validation using quantitative reverse-transcription PCR (qRT-PCR) in saliva samples from 25 TSCC patients and 25 healthy control individuals. RESULTS Through microarray-based expression profiling, we found that 419 miRNAs were deregulated in the saliva samples from the TSCC patients compared to those from the healthy control individuals tested. Subsequent qRT-PCR analysis revealed that the expression level of miR-139-5p was significantly reduced in the TSCC validation samples compared to the controls. Further analysis of post-operative saliva samples derived from TSCC patients revealed that the miR-139-5p expression levels had turned back to normal again. In addition, we found that miR-139-5p exhibited enough power to discriminate pre-operative TSCC patients from both normal individuals (AUC: 0.805) and post-operative TSCC patients (AUC: 0.713), thereby underscoring its diagnostic potential. CONCLUSIONS From our results we conclude that saliva can be used as a feasible source for routine TSCC diagnostics and that miR-139-5p may serve as a potential biomarker for early TSCC detection.
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Affiliation(s)
- Mehmet Bugrahan Duz
- Department of Medical Genetics, Istanbul University Cerrahpasa Medical School, Istanbul, Turkey
| | - Omer Faruk Karatas
- Department of Molecular Biology and Genetics, Erzurum Technical University, Erzurum, Turkey
| | - Esra Guzel
- Department of Medical Genetics, Istanbul University Cerrahpasa Medical School, Istanbul, Turkey.,Departments of Medical Genetics and Molecular Biology and Genetics, Biruni University, 10. Yil Caddesi Protokol Yolu No: 45, 34010, Topkapi, Istanbul, Turkey
| | - Nesrettin Fatih Turgut
- Department of Otorhinolaryngology, Cerrahpasa Medical School, Istanbul University, Istanbul, Turkey
| | - Mehmet Yilmaz
- Department of Otorhinolaryngology, Cerrahpasa Medical School, Istanbul University, Istanbul, Turkey
| | - Chad J Creighton
- Department of Medicine and Dan L. Duncan Cancer Center Division of Biostatistics, Baylor College of Medicine, Houston, TX, USA
| | - Mustafa Ozen
- Department of Medical Genetics, Istanbul University Cerrahpasa Medical School, Istanbul, Turkey. .,Departments of Medical Genetics and Molecular Biology and Genetics, Biruni University, 10. Yil Caddesi Protokol Yolu No: 45, 34010, Topkapi, Istanbul, Turkey. .,Department of Pathology & Immunology Baylor College of Medicine, Houston, TX, 77030, USA.
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26
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Sauer E, Reinke AK, Courts C. Validation of forensic body fluid identification based on empirically normalized miRNA expression data. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2015. [DOI: 10.1016/j.fsigss.2015.09.183] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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27
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Peng D, Li Z, Wang L, Su Q, Jiang Y, Zhu J, Wang H, Mao J, Liang W, Zhang L. The species specific of 3 microRNA markers in saliva. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2015. [DOI: 10.1016/j.fsigss.2015.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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28
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Bexon K, Williams G. Characterising the fluctuation of microRNA expression throughout a full menstrual cycle. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2015. [DOI: 10.1016/j.fsigss.2015.09.105] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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29
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van der Meer DJ, Williams GA. Performing body fluid identification with microRNAs using capillary electrophoresis. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2015. [DOI: 10.1016/j.fsigss.2015.09.234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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30
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Ajdarkosh H, Dadpay M, Yahaghi E, Pirzaman ER, Fayyaz AF, Darian EK, Mokarizadeh A. Decrease expression and clinicopathological significance of miR-148a with poor survival in hepatocellular carcinoma tissues. Diagn Pathol 2015; 10:135. [PMID: 26248880 PMCID: PMC4528397 DOI: 10.1186/s13000-015-0371-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 07/28/2015] [Indexed: 01/07/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide, mainly due to its high rates of postoperative recurrence and metastasis. Please remove, it currently ranks as the third most common cause of cancer-related deaths. MiRNAs are a set of small, single-stranded, non-coding RNA molecules that negatively regulate gene expression at the post-transcriptional level. In this study, we demonstrated the down-regulation of miR-148a in HCC and non-cancerous tissues using qRT-PCR. Methods Ninety six HCC samples and their noncancerous normal liver tissues were collected. Total mRNA including miRNA was extracted, and miR-148a expression was determined using qRT-PCR. Furthermore, the correlation between the miR-148a expression and clinicopathological parameters was investigated. Results The result showed that reduction of miR-148a expression was associated with TNM stage, metastasis, and number of tumor nodes. Multivariate Cox proportional hazards model analysis showed that low expression of miR-148a was independently associated with recurrence of HCC in the current study. Moreover, our result showed that lower expression in tumor tissues in comparison with corresponding normal control tissues. Conclusion Down-regulation of miR-148a is related to HCC carcinogenesis and deterioration of HCC. MicroRNA-148a may act as a suppressor miRNA of HCC, and it is therefore a potential prognostic biomarker for HCC patients.
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Affiliation(s)
- Hossein Ajdarkosh
- Gastrointestinal and Liver Disease Research Center (GILDRC), Firoozgar Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Masoomeh Dadpay
- Department of Pathology, Imam Reza Hospital, AJA University of Medical Sciences, Tehran, Iran
| | - Emad Yahaghi
- Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Elham Rostami Pirzaman
- Department of Biotechnology and Nanotechnology, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Amir Farshid Fayyaz
- Department of Legal Medicine, AJA University of Medical Sciences, Tehran, Iran
| | | | - Aram Mokarizadeh
- Cellular & Molecular Research Center, Kurdistan University of Medical Sciences, Sanandaj, Iran.
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Caetano Júnior PC, Strixino JF, Raniero L. Analysis of saliva by Fourier transform infrared spectroscopy for diagnosis of physiological stress in athletes. ACTA ACUST UNITED AC 2015. [DOI: 10.1590/2446-4740.0664] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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32
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Grabmüller M, Madea B, Courts C. Comparative evaluation of different extraction and quantification methods for forensic RNA analysis. Forensic Sci Int Genet 2015; 16:195-202. [DOI: 10.1016/j.fsigen.2015.01.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Revised: 11/20/2014] [Accepted: 01/15/2015] [Indexed: 12/31/2022]
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Majem B, Rigau M, Reventós J, Wong DT. Non-coding RNAs in saliva: emerging biomarkers for molecular diagnostics. Int J Mol Sci 2015; 16:8676-98. [PMID: 25898412 PMCID: PMC4425103 DOI: 10.3390/ijms16048676] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 04/02/2015] [Accepted: 04/08/2015] [Indexed: 01/05/2023] Open
Abstract
Saliva is a complex body fluid that comprises secretions from the major and minor salivary glands, which are extensively supplied by blood. Therefore, molecules such as proteins, DNA, RNA, etc., present in plasma could be also present in saliva. Many studies have reported that saliva body fluid can be useful for discriminating several oral diseases, but also systemic diseases including cancer. Most of these studies revealed messenger RNA (mRNA) and proteomic biomarker signatures rather than specific non-coding RNA (ncRNA) profiles. NcRNAs are emerging as new regulators of diverse biological functions, playing an important role in oncogenesis and tumor progression. Indeed, the small size of these molecules makes them very stable in different body fluids and not as susceptible as mRNAs to degradation by ribonucleases (RNases). Therefore, the development of a non-invasive salivary test, based on ncRNAs profiles, could have a significant applicability to clinical practice, not only by reducing the cost of the health system, but also by benefitting the patient. Here, we summarize the current status and clinical implications of the ncRNAs present in human saliva as a source of biological information.
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Affiliation(s)
- Blanca Majem
- Research Unit in Biomedicine and Translational Oncology, Lab 209, Collserola Building, Vall Hebron Research Institute (VHIR) and University Hospital, Pg. Vall Hebron 119-129, 08035 Barcelona, Spain.
| | - Marina Rigau
- Research Unit in Biomedicine and Translational Oncology, Lab 209, Collserola Building, Vall Hebron Research Institute (VHIR) and University Hospital, Pg. Vall Hebron 119-129, 08035 Barcelona, Spain.
| | - Jaume Reventós
- Research Unit in Biomedicine and Translational Oncology, Lab 209, Collserola Building, Vall Hebron Research Institute (VHIR) and University Hospital, Pg. Vall Hebron 119-129, 08035 Barcelona, Spain.
- IDIBELL-Bellvitge Biomedical Research Institute & Universitat Internacional de Catalunya, 08908 Barcelona, Spain.
| | - David T Wong
- Center for Oral/Head & Neck Oncology Research, University of California, Los Angeles, CA 90095, USA.
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Wong DTW. Salivary extracellular noncoding RNA: emerging biomarkers for molecular diagnostics. Clin Ther 2015; 37:540-51. [PMID: 25795433 DOI: 10.1016/j.clinthera.2015.02.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 02/16/2015] [Accepted: 02/17/2015] [Indexed: 01/05/2023]
Abstract
Saliva is a complex body fluid that comprises secretions from the major and minor salivary glands, nourished by body's vasculature. Although many circulatory molecules (DNA, RNA, and proteins) can also be present in saliva, saliva harbors unique molecular constituents that can be discriminatory for oral and systemic disease screening and detection. Many studies have reported that salivary constituents can discriminate oral diseases (oral cancer and Sjögren's syndrome) and also systemic diseases (lung cancer, breast cancer, pancreatic cancer, and ovarian cancer). Noncoding RNAs (ncRNAs) are emerging new regulators of diverse biological functions, playing important roles in oncogenesis and tumor progression. Indeed, the short size of these molecules makes them stable in different body fluids such as urine, blood, and saliva, being not as susceptible as mRNAs to degradation by RNases. Here, the current status and clinical implications of the ncRNAs present in human saliva are reviewed for translational applications and basic biological research. The development of noninvasive salivary test (based on ncRNAs profiles) for disease detection could have effective applications into the clinical context with a translational significance as emerging molecular biomarkers for non-invasively disease detection, not only by reducing the cost to the health care system but also by benefitting patients.
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Affiliation(s)
- David T W Wong
- Division of Oral Biology, School of Dentistry; Jonnson Comprehensive Cancer Center, Department of Head and Neck Surgery, David Geffen School of Medicine; School of Engineering, University of California Los Angeles, Los Angeles, California.
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Wang Z, Zhang J, Wei W, Zhou D, Luo H, Chen X, Hou Y. Identification of Saliva Using MicroRNA Biomarkers for Forensic Purpose. J Forensic Sci 2015; 60:702-6. [PMID: 25690121 DOI: 10.1111/1556-4029.12730] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Revised: 04/25/2014] [Accepted: 05/05/2014] [Indexed: 12/22/2022]
Abstract
In the forensic science community, microRNA (miRNA) profiling has started to be explored as an alternative tool for body fluid identification. Several origins of body fluid can be distinguished by measuring differential expression patterns of particular miRNAs. However, most of reported saliva miRNAs are nonoverlapping and debatable. The aim of this study was to develop a strategy of identifying saliva using miRNA biomarkers for forensic purpose. Eight miRNA candidates were selected to examine expression abundance in forensically relevant body fluids using hydrolysis probes quantitative real-time PCR (TaqMan qPCR). Results revealed that none of them was truly saliva specific, and only miR-200c-3p, miR-203a, and miR-205-5p were higher or more moderate expression in saliva. A stepwise strategy that combines each of three miRNAs with different body fluid-specific miRNAs was developed, and three miRNA combinations could effectively differentiate saliva from other body fluids.
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Affiliation(s)
- Zheng Wang
- Department of Forensic Genetics, West China School of Preclinical and Forensic Medicine, Sichuan University (West China University of Medical Sciences), Chengdu, 610041, China
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Pan L, Huang S, He R, Rong M, Dang Y, Chen G. Decreased expression and clinical significance of miR-148a in hepatocellular carcinoma tissues. Eur J Med Res 2014; 19:68. [PMID: 25444499 PMCID: PMC4258268 DOI: 10.1186/s40001-014-0068-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 11/18/2014] [Indexed: 02/06/2023] Open
Abstract
Background Aberrant expression of microRNA-148a (miR-148a) has been reported in several types of malignancies. However, its expression and clinicopathological significance in hepatocellular carcinoma (HCC) has not been entirely clarified. Our objective was to investigate the clinicopathological contribution of the miR-148a expression in HCC formalin-fixed paraffin-embedded (FFPE) tissues. Methods Eighty-nine HCC and their para-cancerous liver tissues were recruited. Total mRNA including miRNA was isolated and miR-148a expression was determined by using real time RT-qPCR. Furthermore, the relationship between the miR-148a level and clinicopathological features was explored. Results Significantly lower miR-148a expression in HCC tissues was observed than that in adjacent noncancerous hepatic tissues. miR-148a expression was also correlated to clinical TNM stage, metastasis, status of capsular infiltration and numbers of tumor nodes. Conclusions Underexpression of miR-148a might be associated with HCC tumorigenesis and deterioration of HCC. miR-148a might act as a suppressor miRNA of HCC and it therefore has a potential role in prognosis of HCC patients.
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Affiliation(s)
- Linjiang Pan
- Department of Radiotherapy, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, PR China.
| | - Suning Huang
- Department of Radiotherapy, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, PR China.
| | - Rongquan He
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, PR China.
| | - Minhua Rong
- Research Department, Affiliated Cancer Hospital, Guangxi Medical University, 71 Hedi Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, PR China.
| | - Yiwu Dang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, PR China.
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, PR China.
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Forensic miRNA: potential biomarker for body fluids? Forensic Sci Int Genet 2014; 14:1-10. [PMID: 25280377 DOI: 10.1016/j.fsigen.2014.09.002] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Revised: 08/06/2014] [Accepted: 09/01/2014] [Indexed: 12/13/2022]
Abstract
In forensic investigation, body fluids represent an important support to professionals when detected, collected and correctly identified. Through many years, various approaches were used, namely serology-based methodologies however, their lack of sensitivity and specificity became difficult to set aside. In order to sidetrack the problem, miRNA profiling surged with a real potential to be used to identify evidences like urine, blood, menstrual blood, saliva, semen and vaginal secretions. MiRNAs are small RNA structures with 20-25 nt whose proprieties makes them less prone to degradation processes when compared to mRNA which is extremely important once, in a crime scene, biological evidences might be exposed to several unfavorable environmental factors. Recently, published studies were able to identify some specific miRNAs, however their results were not always reproducible by others which can possibly be the reflection of different workflow strategies for their profiling studies. Given the current blast of interest in miRNAs, it is important to acknowledge potential limitations of miRNA profiling, yet, the lack of such studies are evident. This review pretends to gather all the information to date and assessed a multitude of factors that have a potential aptitude to discrediting miRNA profiling, such as: methodological approaches, environmental factors, physiological conditions, gender, pathologies and samples storage. It can be asserted that much has yet to be made, but we pretend to highlight a potential answer for the ultimate question: Can miRNA profiling be used as the forensic biomarker for body fluids identification?
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Park JL, Park SM, Kwon OH, Lee HC, Kim JY, Seok HH, Lee WS, Lee SH, Kim YS, Woo KM, Kim SY. Microarray screening and qRT-PCR evaluation of microRNA markers for forensic body fluid identification. Electrophoresis 2014; 35:3062-8. [PMID: 24915788 DOI: 10.1002/elps.201400075] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Revised: 05/27/2014] [Accepted: 05/28/2014] [Indexed: 11/08/2022]
Abstract
MicroRNAs (miRNA) are a class of small (∼22 nucleotides) noncoding RNAs that regulate diverse biological processes at the post-transcriptional level. MiRNAs have great potential for forensic body fluid identification because they are expressed in a tissue specific manner and are less prone to degradation. Previous studies reported several miRNAs as body fluid specific, but there are few overlaps among them. Here, we used a genome-wide miRNA microarray containing over 1700 miRNAs to assay 20 body fluid samples and identify novel miRNAs useful for forensic body fluid identification. Based on Shannon Entropy and Q-statistics, 203 miRNAs specifically expressed in each body fluid were first selected. Eight miRNAs were then selected as novel forensically relevant miRNA markers: miR-484 and miR-182 for blood, miR-223 and miR-145 for saliva, miR-2392 and miR-3197 for semen, and miR-1260b and miR-654-5p for vaginal secretions. When the eight selected miRNAs were evaluated in 40 additional body fluid samples by qRT-PCR, they showed high sensitivity and specificity for the identification of the target body fluid. We suggest that the eight miRNAs may be candidates for developing an effective molecular assay for forensic body fluid identification.
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Affiliation(s)
- Jong-Lyul Park
- Medical Genomics Research Center, KRIBB, Daejeon, Republic of Korea; Department of Functional Genomics, University of Science of Technology, Daejeon, Republic of Korea
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Li Y, Zhang J, Wei W, Wang Z, Prinz M, Hou Y. A strategy for co-analysis of microRNAs and DNA. Forensic Sci Int Genet 2014; 12:24-9. [PMID: 24858406 DOI: 10.1016/j.fsigen.2014.04.011] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Revised: 04/21/2014] [Accepted: 04/22/2014] [Indexed: 01/14/2023]
Abstract
MicroRNAs (miRNAs, 18-25 bases in length) are small, non-coding RNAs that regulate gene expression at the post-transcriptional level. The small size makes them more stable than conventional mRNA as a biomarker identifying body fluids in degraded or compromised samples. Compared to mRNA, however, due to the very short length of miRNAs, it is a challenge to design proper primers to achieve miRNAs/DNA co-extraction and co-analysis. Here we describe the design of a specific linear RT primer for the reverse transcription reaction and a pair of PCR primers to be used in the endpoint PCR reaction for each miRNA marker, and presented a strategy for co-analysis of a set of miRNAs and DNA on the same extract using the same detection platform. A set of 4 miRNA markers (miR214 as menstrual blood marker, miR451a as venous blood marker, miR888 and miR891a as semen markers) and a DNA STR multiplex kit were co-analyzed by capillary electrophoresis. The result demonstrated that the strategy of co-analysis of miRNAs/DNA could not only identify the body fluid, but also obtain a STR profile for the same sample.
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Affiliation(s)
- Yan Li
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Ji Zhang
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Wei Wei
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Zheng Wang
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China
| | - Mechthild Prinz
- Department of Sciences, John Jay College of Criminal Justice, New York, NY 10019, USA
| | - Yiping Hou
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu 610041, Sichuan, China.
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Abstract
BACKGROUND Aberrant expression of microRNA-146a (miR-146a) has been found in several classes of cancers. However, its expression and clinicopathological contribution in hepatocellular carcinoma (HCC) has not been fully elucidated. OBJECTIVE To explore the clinicopathological significance of the miR-146a level in HCC formalin-fixed paraffin-embedded (FFPE) tissue. METHODS Eighty-five HCC samples and their para-cancerous normal liver tissues were collected. Total mRNA including miRNA was extracted, and miR-146a expression was determined using real-time RT-PCR. Furthermore, the correlation between the miR-146a expression and clinicopathological parameters was investigated. RESULTS MicroRNA-146a expression in HCC tissues was lower compared with that in adjacent non-cancerous hepatic tissues. MicroRNA-146a expression was also related to clinical TNM stage, metastasis, portal vein tumor embolus, and number of tumor nodes. CONCLUSIONS Down-regulation of miR-146a is related to HCC carcinogenesis and deterioration of HCC. MicroRNA-146a may act as a suppressor miRNA of HCC, and it is therefore a potential prognostic biomarker for HCC patients.
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Affiliation(s)
- Minhua Rong
- Research Department, Affiliated Cancer Hospital, Guangxi Medical University, 71 Hedi Road, Nanning, Guangxi Zhuang Autonomous Region 530021, P. R. China
| | - Rongquan He
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region 530021, P. R. China
| | - Yiwu Dang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region 530021, P. R. China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region 530021, P. R. China
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Williams G, Uchimoto ML, Coult N, World D, Beasley E, Avenell P. Characterisation of body fluid specific microRNA markers by capillary electrophoresis. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2013. [DOI: 10.1016/j.fsigss.2013.10.140] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Body fluid mixtures: Resolution using forensic microRNA analysis. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2013. [DOI: 10.1016/j.fsigss.2013.10.149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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