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Yuen ZWS, Shanmuganandam S, Stanley M, Jiang S, Hein N, Daniel R, McNevin D, Jack C, Eyras E. Profiling age and body fluid DNA methylation markers using nanopore adaptive sampling. Forensic Sci Int Genet 2024; 71:103048. [PMID: 38640705 DOI: 10.1016/j.fsigen.2024.103048] [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: 12/11/2023] [Revised: 04/07/2024] [Accepted: 04/11/2024] [Indexed: 04/21/2024]
Abstract
DNA methylation plays essential roles in regulating physiological processes, from tissue and organ development to gene expression and aging processes and has emerged as a widely used biomarker for the identification of body fluids and age prediction. Currently, methylation markers are targeted independently at specific CpG sites as part of a multiplexed assay rather than through a unified assay. Methylation detection is also dependent on divergent methodologies, ranging from enzyme digestion and affinity enrichment to bisulfite treatment, alongside various technologies for high-throughput profiling, including microarray and sequencing. In this pilot study, we test the simultaneous identification of age-associated and body fluid-specific methylation markers using a single technology, nanopore adaptive sampling. This innovative approach enables the profiling of multiple CpG marker sites across entire gene regions from a single sample without the need for specialized DNA preparation or additional biochemical treatments. Our study demonstrates that adaptive sampling achieves sufficient coverage in regions of interest to accurately determine the methylation status, shows a robust consistency with whole-genome bisulfite sequencing data, and corroborates known CpG markers of age and body fluids. Our work also resulted in the identification of new sites strongly correlated with age, suggesting new possible age methylation markers. This study lays the groundwork for the systematic development of nanopore-based methodologies in both age prediction and body fluid identification, highlighting the feasibility and potential of nanopore adaptive sampling while acknowledging the need for further validation and expansion in future research.
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Affiliation(s)
- Zaka Wing-Sze Yuen
- EMBL Australia Partner Laboratory Network, John Curtin School of Medical Research, The Australian National University, Canberra, Australia; The Shine-Dalgarno Centre for RNA Innovation, John Curtin School of Medical Research, The Australian National University, Canberra, Australia; The Centre for Computational Biomedical Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Somasundhari Shanmuganandam
- Department of Immunity, Inflammation and Infection, The John Curtin School of Medical Research, Australian National University, Canberra, ACT 2601, Australia; Centre for Personalised Immunology, NHMRC Centre for Research Excellence, Australian National University, Canberra, ACT 2601, Australia
| | - Maurice Stanley
- Department of Immunity, Inflammation and Infection, The John Curtin School of Medical Research, Australian National University, Canberra, ACT 2601, Australia; Centre for Personalised Immunology, NHMRC Centre for Research Excellence, Australian National University, Canberra, ACT 2601, Australia
| | - Simon Jiang
- Department of Immunity, Inflammation and Infection, The John Curtin School of Medical Research, Australian National University, Canberra, ACT 2601, Australia; Centre for Personalised Immunology, NHMRC Centre for Research Excellence, Australian National University, Canberra, ACT 2601, Australia; Department of Renal Medicine, The Canberra Hospital, Canberra, ACT 2605, Australia
| | - Nadine Hein
- ACRF Department of Cancer Biology and Therapeutics and Division of Genome Sciences and Cancer, John Curtin School of Medical Research, Australian National University, Acton, Canberra, Australia
| | - Runa Daniel
- Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia
| | - Dennis McNevin
- Centre for Forensic Science, School of Mathematical & Physical Sciences, Faculty of Science, University of Technology Sydney, Sydney, Australia
| | - Cameron Jack
- ANU Bioinformatics Consultancy, John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Eduardo Eyras
- EMBL Australia Partner Laboratory Network, John Curtin School of Medical Research, The Australian National University, Canberra, Australia; The Shine-Dalgarno Centre for RNA Innovation, John Curtin School of Medical Research, The Australian National University, Canberra, Australia; The Centre for Computational Biomedical Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australia.
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2
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Liu Z, Yang J, Wang N, Liu J, Geng J, Zhu J, Cong B, Sun H, Wu R. Integrative lncRNA, circRNA, and mRNA analysis reveals expression profiles of six forensic body fluids/tissue. Int J Legal Med 2024; 138:731-742. [PMID: 37994925 DOI: 10.1007/s00414-023-03131-w] [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: 06/19/2023] [Accepted: 11/10/2023] [Indexed: 11/24/2023]
Abstract
RNAs have attracted much attention in forensic body fluid/tissue identification (BFID) due to their tissue-specific expression characteristics. Among RNAs, long RNAs (e.g., mRNA) have a higher probability of containing more polymorphic sites that can be used to assign the specific donor of the body fluid/tissue. However, few studies have characterized their overall profiles in forensic science. In this study, we sequenced the transcriptomes of 30 samples from venous blood, menstrual blood, semen, saliva, vaginal secretion, and skin tissue, obtaining a comprehensive picture of mRNA, lncRNA, and circRNA profiles. A total of 90,305 mRNAs, 102,906 lncRNAs (including 19,549 novel lncRNAs), and 40,204 circRNAs were detected. RNA type distribution, length distribution, and expression distribution were presented according to their annotation and expression level, and many novel body fluid/tissue-specific RNA markers were identified. Furthermore, the cognate relations among the three RNAs were analyzed according to gene annotations. Finally, SNPs and InDels from RNA transcripts were genotyped, and 21,611 multi-SNP and 4,471 multi-InDel transcriptomic microhaplotypes (tMHs) were identified. These results provide a comprehensive understanding of transcriptome profiles, which could provide new avenues for tracing the origin of the body fluid/tissue and identifying an individual.
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Affiliation(s)
- Zhiyong Liu
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China
| | - Jingyi Yang
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China
| | - Nana Wang
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China
| | - Jiajun Liu
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China
| | - Jiaojiao Geng
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China
| | - Jianzhang Zhu
- Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, 510440, China
| | - Bin Cong
- College of Forensic Medicine, Hebei Key Laboratory of Forensic Medicine, Hebei Medical University, Shijiazhuang, 050017, China.
| | - Hongyu Sun
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China.
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China.
| | - Riga Wu
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China.
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Sun Yat-sen University, Guangzhou, 510080, China.
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3
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Brown CO, Westring CG, Danielson PB, Legg KM. Saliva identification in forensic samples by automated microextraction and intact mass analysis of statherin. J Forensic Sci 2024; 69:640-650. [PMID: 38173363 DOI: 10.1111/1556-4029.15445] [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: 07/19/2023] [Revised: 11/09/2023] [Accepted: 11/27/2023] [Indexed: 01/05/2024]
Abstract
The enzyme α-amylase has long been a commonly targeted protein in serological tests for saliva. While being especially abundant in saliva, α-amylase is detectable in vaginal secretions, sweat, fecal matter, breast milk and other matrices. As a result, assays for α-amylase only provide a presumptive indication of saliva. The availability of mass spectrometry-based tools for the detection of less abundant, but more specific, protein targets (e.g., human statherin) has enabled the development of high confidence assays for human saliva. Sample throughput, however, has traditionally been low due to multi-step workflows for protein extraction, quantitation, enzymatic digestion, solid phase cleanup, and nano-/capillary-based chromatography. Here, we present two novel "direct" single-stage extraction strategies for sample preparation. These feature immunoaffinity purification and reversed-phase solid-phase microextraction in conjunction with intact mass analysis of human statherin for saliva identification. Mass analysis was performed on the Thermo Scientific Q-Exactive™ Orbitrap mass spectrometer with a 10-min analytical run time. Data analysis was performed using Byos® from Protein Metrics. Two sample sets were analyzed with a population of 20 individuals to evaluate detection reliability. A series of casework-type samples were then assayed to evaluate performance in an authentic forensic context. Statherin was confidently identified in 92% and 71% of samples extracted using the immunoaffinity purification and solid phase microextraction approaches, respectively. Overall, immunoaffinity purification outperformed the solid phase microextraction, especially with complex mixtures. In toto, robotic extraction and intact mass spectrometry enable the reliable identification of trace human saliva in a variety of sample types.
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Affiliation(s)
- Catherine O Brown
- Department of Biological Sciences, The University of Denver, Denver, Colorado, USA
| | - Christian G Westring
- Center for Crime and Forensics, Purdue University Northwest, Hammond, Indiana, USA
| | - Phillip B Danielson
- Department of Biological Sciences, The University of Denver, Denver, Colorado, USA
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4
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Davidovics R, Saw YL, Brown CO, Prinz M, McKiernan HE, Danielson PB, Legg KM. High-throughput seminal fluid identification by automated immunoaffinity mass spectrometry. J Forensic Sci 2022; 67:1184-1190. [PMID: 35023573 DOI: 10.1111/1556-4029.14975] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 12/19/2021] [Accepted: 12/22/2021] [Indexed: 11/27/2022]
Abstract
The identification of semen during a criminal investigation may be a critical component in the prosecution of a sexual assault. Commonly employed enzymatic and affinity-based methods for detection lack specificity, are time-consuming, and only provide a presumptive indication that semen is present where microscopic visualization is unable to meet the throughput demands. Contrary to traditional approaches, protein mass spectrometry provides true confirmatory results, but multiday sample preparation and nanoflow sample separation requirements have limited the practical applicability of these approaches. Aiming at streamlining sexual assault screening by mass spectrometry, the work here coupled a 60-minute rapid tryptic digestion, semenogelin-II peptide affinity purification on an Agilent AssayMap Bravo automation platform, and a 3-minute targeted LC-MS/MS method on an Agilent 6495 triple quadrupole mass spectrometer operating in multiple reaction monitoring mode for detecting semenogelin-II peptides in sexual assault samples. The developed assay was assessed using casework-type samples and was successful in detecting trace levels (0.0001 μl) of semen recovered from both cotton and vaginal swabs, as well as semen recovered from vaginal swabs during menses or adulterated with personal lubricants. This work represents a promising technique for high-throughput seminal fluid identification in sexual assault-type samples by mass spectrometry.
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Affiliation(s)
- Rachel Davidovics
- NMS Labs, Horsham, Pennsylvania, USA.,College of Life Sciences, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Yih Ling Saw
- Department of Chemistry and Physics, Arcadia University, Glenside, Pennsylvania, USA
| | - Catherine O Brown
- Department of Biological Sciences, The University of Denver, Denver, Colordo, USA
| | - Mechthild Prinz
- John Jay College of Criminal Justice, New York, New York, USA
| | - Heather E McKiernan
- Department of Chemistry and Physics, Arcadia University, Glenside, Pennsylvania, USA
| | - Phillip B Danielson
- Department of Biological Sciences, The University of Denver, Denver, Colordo, USA
| | - Kevin M Legg
- College of Life Sciences, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,The Center for Forensic Science Research & Education, Willow Grove, Pennsylvania, USA
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5
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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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6
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McKiernan HE, Danielson PB, Brown CO, Signaevsky M, Westring CG, Legg KM. Developmental validation of a multiplex proteomic assay for the identification of forensically relevant biological fluids. Forensic Sci Int 2021; 326:110908. [PMID: 34311288 DOI: 10.1016/j.forsciint.2021.110908] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 06/30/2021] [Accepted: 07/12/2021] [Indexed: 11/16/2022]
Abstract
The aim of this study was to validate a multiplex proteomic assay for the identification of high-specificity protein biomarkers by multiple reaction monitoring mass spectrometry on a triple quadrupole mass spectrometer for the accurate, reliable, and confirmatory identification of bodily fluids commonly encountered in a forensic context. This includes the identification of peripheral blood, semen, saliva, urine, and vaginal/menstrual fluid. The assay is able to efficiently identify pure or mixed stains through the identification of target peptide fragments originating from tissue-specific proteins including: uromodulin from urine; prostatic acid phosphatase, prostate specific antigen and semenogelin-II for semen; statherin, submaxillary gland androgen-regulated protein 3B and amylase for saliva; cornulin, martrigel-induced gene C4 protein, suprabasin and neutrophil gelatinase-associated lipocalin for vaginal/menstrual fluid; and alpha-1 antitrypsin, hemopexin, and hemoglobin subunit beta for peripheral blood. Based on the results of the developmental validation studies which included an assessment of reproducibility and repeatability, sensitivity, species specificity, carryover, mixtures, as well as a series of casework type samples. Only a small selection of case samples was unable to unambiguously identify the target fluid including urine recovered from substrates as well as semen when mixed with personal lubricants. Overall, the mass spectrometry-based workflow offers significant advantages compared to existing serological methods.
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Affiliation(s)
- Heather E McKiernan
- Department of Chemistry and Physics, Arcadia University, Glenside, PA 19038, USA
| | - Phillip B Danielson
- The Center for Forensic Science Research & Education, Willow Grove, PA 19090, USA; The University of Denver, Department of Biological Sciences, Denver, CO 80208, USA
| | - Catherine O Brown
- The Center for Forensic Science Research & Education, Willow Grove, PA 19090, USA; The University of Denver, Department of Biological Sciences, Denver, CO 80208, USA
| | - Masha Signaevsky
- Department of Chemistry and Physics, Arcadia University, Glenside, PA 19038, USA
| | - Christian G Westring
- Purdue University Northwest, Center for Crime, Forensics, and Security Analysis, Hammond, IN 46323, USA
| | - Kevin M Legg
- The Center for Forensic Science Research & Education, Willow Grove, PA 19090, USA.
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7
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Forensic proteomics. Forensic Sci Int Genet 2021; 54:102529. [PMID: 34139528 DOI: 10.1016/j.fsigen.2021.102529] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 05/06/2021] [Accepted: 05/07/2021] [Indexed: 12/19/2022]
Abstract
Protein is a major component of all biological evidence, often the matrix that embeds other biomolecules such as polynucleotides, lipids, carbohydrates, and small molecules. The proteins in a sample reflect the transcriptional and translational program of the originating cell types. Because of this, proteins can be used to identify body fluids and tissues, as well as convey genetic information in the form of single amino acid polymorphisms, the result of non-synonymous SNPs. This review explores the application and potential of forensic proteomics. The historical role that protein analysis played in the development of forensic science is examined. This review details how innovations in proteomic mass spectrometry have addressed many of the historical limitations of forensic protein science, and how the application of forensic proteomics differs from proteomics in the life sciences. Two more developed applications of forensic proteomics are examined in detail: body fluid and tissue identification, and proteomic genotyping. The review then highlights developing areas of proteomics that have the potential to impact forensic science in the near future: fingermark analysis, species identification, peptide toxicology, proteomic sex estimation, and estimation of post-mortem intervals. Finally, the review highlights some of the newer innovations in proteomics that may drive further development of the field. In addition to potential impact, this review also attempts to evaluate the stage of each application in the development, validation and implementation process. This review is targeted at investigators who are interested in learning about proteomics in a forensic context and expanding the amount of information they can extract from biological evidence.
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8
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Chan QWT, Rogalski J, Moon KM, Foster LJ. The application of forensic proteomics to identify an unknown snake venom in a deceased toddler. Forensic Sci Int 2021; 323:110820. [PMID: 33984813 DOI: 10.1016/j.forsciint.2021.110820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 04/23/2021] [Accepted: 04/26/2021] [Indexed: 10/21/2022]
Abstract
Proteomics is the global analysis of proteins in a sample, and its methodologies are commonly applied in life science research. Despite its wide applicability however, proteomics is rarely used as a tool in criminal investigations. Here we present a case where the technique provided key evidence in a case that involved the death of a two-year old girl. The defendant was known to keep exotic snakes, including several venomous species, which led the coroner to probe whether there could be snake venom in the blood of the deceased. One major challenge of the investigation was the overwhelming presence of several blood proteins, such as apolipoprotein and complement proteins, which hinders the detection of less abundant analytes. In a counter-acting strategy, a combination of immunodepletion and fractionation methods was used; the sample was then submitted to tandem mass spectrometry for peptide identification. Using this strategy, 15,000 peptides could be sequenced. However, the subsequent challenge was to differentiate between human and snake proteins, given the genetic similarities that are shared by the two vertebrate species. After a thorough bioinformatics search and manual inspection, we found that<1% of the sequenced peptides could be matched unequivocally to snake proteins, including a well-known venom component, phospholipase A2. This evidence, in part, led to a court-issued search warrant of the defendant's home, followed by his arrest and an eventual guilty plea with formal sentencing to 18 months in prison. The work outlined here is an example of how proteomics technology can help to expand the toolkit for molecular forensics.
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Affiliation(s)
- Queenie W T Chan
- Michael Smith Laboratories and Department of Biochemistry & Molecular Biology, University of British Columbia, 2185 E Mall, Vancouver, BC V6T 1Z4, Canada
| | - Jason Rogalski
- Michael Smith Laboratories and Department of Biochemistry & Molecular Biology, University of British Columbia, 2185 E Mall, Vancouver, BC V6T 1Z4, Canada
| | - Kyung-Mee Moon
- Michael Smith Laboratories and Department of Biochemistry & Molecular Biology, University of British Columbia, 2185 E Mall, Vancouver, BC V6T 1Z4, Canada
| | - Leonard J Foster
- Michael Smith Laboratories and Department of Biochemistry & Molecular Biology, University of British Columbia, 2185 E Mall, Vancouver, BC V6T 1Z4, Canada.
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Abstract
Proteomics, the large-scale study of all proteins of an organism or system, is a powerful tool for studying biological systems. It can provide a holistic view of the physiological and biochemical states of given samples through identification and quantification of large numbers of peptides and proteins. In forensic science, proteomics can be used as a confirmatory and orthogonal technique for well-built genomic analyses. Proteomics is highly valuable in cases where nucleic acids are absent or degraded, such as hair and bone samples. It can be used to identify body fluids, ethnic group, gender, individual, and estimate post-mortem interval using bone, muscle, and decomposition fluid samples. Compared to genomic analysis, proteomics can provide a better global picture of a sample. It has been used in forensic science for a wide range of sample types and applications. In this review, we briefly introduce proteomic methods, including sample preparation techniques, data acquisition using liquid chromatography-tandem mass spectrometry, and data analysis using database search, spectral library search, and de novo sequencing. We also summarize recent applications in the past decade of proteomics in forensic science with a special focus on human samples, including hair, bone, body fluids, fingernail, muscle, brain, and fingermark, and address the challenges, considerations, and future developments of forensic proteomics.
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10
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Brown CO, Robbins BL, McKiernan HE, Danielson PB, Legg KM. Direct seminal fluid identification by protease-free high-resolution mass spectrometry. J Forensic Sci 2020; 66:1017-1023. [PMID: 33289932 DOI: 10.1111/1556-4029.14646] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 11/05/2020] [Accepted: 11/18/2020] [Indexed: 12/26/2022]
Abstract
Serological screening of sexual assault evidence has traditionally focused on enzyme activity and immunochromatographic assays that provide only a presumptive indication of seminal fluid and have limited sensitivity relative to DNA testing. Seminal fluid detection based on protein mass spectrometry represents a "Next Gen" serological technology that overcomes the specificity and sensitivity limitations of traditional serological screening but requires time-consuming sample preparation protocols. This paper describes a novel "peptidomics" approach to seminal fluid detection that eliminates the need for lengthy trypsin digestion. This streamlines sample preparation to a one-step process followed by high-resolution mass spectrometry to identify naturally occurring seminal fluid peptides and low-molecular weight proteins. Multiple protein biomarkers of seminal fluid were consistently and confidently identified based on the multiplexed detection of numerous endogenous peptides. These included Semenogelin I and II (90% and 86% sequence coverage, respectively); Prostate Specific Antigen/p30 (29% sequence coverage); and Prostatic Acid Phosphatase (24% sequence coverage). The performance of this streamlined peptidomics approach to seminal fluid identification in a forensic context was also assessed using simulated casework samples of the type typically collected as part of a sexual assault examination (e.g., oral and vaginal swabs stained with semen). The resulting data demonstrate that sub-microliter quantities of seminal fluid on cotton swabs can be recovered and reliably detected. This supports the forensic applicability of a peptidomic assay for seminal fluid identification with same-day sample preparation and analysis. Future development and streamlined multiplex peptidomic assays for additional biological stains can easily be envisaged.
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Affiliation(s)
- Catherine O Brown
- The Center for Forensic Science Research & Education, Willow Grove, PA, USA.,Department of Biological Sciences, The University of Denver, Denver, CO, USA
| | | | | | - Phillip B Danielson
- Department of Biological Sciences, The University of Denver, Denver, CO, USA
| | - Kevin M Legg
- The Center for Forensic Science Research & Education, Willow Grove, PA, USA
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11
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Semi quantitative detection of signature peptides in body fluids by liquid chromatography tandem mass spectrometry (LC–MS/MS). FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2019. [DOI: 10.1016/j.fsigss.2019.09.080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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12
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Mass spectrometry-based proteomics for the forensic identification of vomit traces. J Proteomics 2019; 209:103524. [DOI: 10.1016/j.jprot.2019.103524] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 08/19/2019] [Accepted: 09/12/2019] [Indexed: 02/06/2023]
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13
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Chu F, Mason KE, Anex DS, Jones AD, Hart BR. Hair Proteome Variation at Different Body Locations on Genetically Variant Peptide Detection for Protein-Based Human Identification. Sci Rep 2019; 9:7641. [PMID: 31113963 PMCID: PMC6529471 DOI: 10.1038/s41598-019-44007-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 04/16/2019] [Indexed: 11/10/2022] Open
Abstract
Human hair contains minimal intact nuclear DNA for human identification in forensic and archaeological applications. In contrast, proteins offer a pathway to exploit hair evidence for human identification owing to their persistence, abundance, and derivation from DNA. Individualizing single nucleotide polymorphisms (SNPs) are often conserved as single amino acid polymorphisms in genetically variant peptides (GVPs). Detection of GVP markers in the hair proteome via high-resolution tandem mass spectrometry permits inference of SNPs with known statistical probabilities. To adopt this approach for forensic investigations, hair proteomic variation and its effects on GVP identification must first be characterized. This research aimed to assess variation in single-inch head, arm, and pubic hair, and discover body location-invariant GVP markers to distinguish individuals. Comparison of protein profiles revealed greater body location-specific variation in keratin-associated proteins and intracellular proteins, allowing body location differentiation. However, robust GVP markers derive primarily from keratins that do not exhibit body location-specific differential expression, supporting GVP identification independence from hair proteomic variation at the various body locations. Further, pairwise comparisons of GVP profiles with 8 SNPs demonstrated greatest interindividual variation and high intraindividual consistency, enabling similar differentiative potential of individuals using single hairs irrespective of body location origin.
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Affiliation(s)
- Fanny Chu
- Forensic Science Center, Lawrence Livermore National Laboratory, 7000 East Ave., Livermore, CA, 94550, USA.,Department of Chemistry, Michigan State University, 578 S Shaw Ln, East Lansing, MI, 48824, USA
| | - Katelyn E Mason
- Forensic Science Center, Lawrence Livermore National Laboratory, 7000 East Ave., Livermore, CA, 94550, USA
| | - Deon S Anex
- Forensic Science Center, Lawrence Livermore National Laboratory, 7000 East Ave., Livermore, CA, 94550, USA.
| | - A Daniel Jones
- Department of Chemistry, Michigan State University, 578 S Shaw Ln, East Lansing, MI, 48824, USA.,Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI, 48824, USA
| | - Bradley R Hart
- Forensic Science Center, Lawrence Livermore National Laboratory, 7000 East Ave., Livermore, CA, 94550, USA
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14
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Applications and challenges of forensic proteomics. Forensic Sci Int 2019; 297:350-363. [DOI: 10.1016/j.forsciint.2019.01.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 01/09/2019] [Accepted: 01/13/2019] [Indexed: 12/23/2022]
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15
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McCord BR, Gauthier Q, Cho S, Roig MN, Gibson-Daw GC, Young B, Taglia F, Zapico SC, Mariot RF, Lee SB, Duncan G. Forensic DNA Analysis. Anal Chem 2019; 91:673-688. [PMID: 30485738 DOI: 10.1021/acs.analchem.8b05318] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Bruce R McCord
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Quentin Gauthier
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Sohee Cho
- Department of Forensic Medicine , Seoul National University , Seoul , 08826 , South Korea
| | - Meghan N Roig
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Georgiana C Gibson-Daw
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Brian Young
- Niche Vision, Inc. , Akron , Ohio 44311 , United States
| | - Fabiana Taglia
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Sara C Zapico
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Roberta Fogliatto Mariot
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Steven B Lee
- Forensic Science Program, Justice Studies Department , San Jose State University , San Jose , California 95192 , United States
| | - George Duncan
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
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16
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Jarman KH, Heller NC, Jenson SC, Hutchison JR, Kaiser BLD, Payne SH, Wunschel DS, Merkley ED. Proteomics Goes to Court: A Statistical Foundation for Forensic Toxin/Organism Identification Using Bottom-Up Proteomics. J Proteome Res 2018; 17:3075-3085. [DOI: 10.1021/acs.jproteome.8b00212] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Kristin H. Jarman
- Applied Statistics and Computational Modeling Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Natalie C. Heller
- Applied Statistics and Computational Modeling Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Sarah C. Jenson
- Chemical and Biological Signatures Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Janine R. Hutchison
- Chemical and Biological Signatures Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Brooke L. Deatherage Kaiser
- Chemical and Biological Signatures Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Samuel H. Payne
- Biological Sciences Division, Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - David S. Wunschel
- Chemical and Biological Signatures Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Eric D. Merkley
- Chemical and Biological Signatures Group, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
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17
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A complementary forensic ‘proteo-genomic’ approach for the direct identification of biological fluid traces under fingernails. Anal Bioanal Chem 2018; 410:6165-6175. [DOI: 10.1007/s00216-018-1223-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 05/25/2018] [Accepted: 06/22/2018] [Indexed: 02/03/2023]
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18
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Rapid differentiation of epithelial cell types in aged biological samples using autofluorescence and morphological signatures. PLoS One 2018; 13:e0197701. [PMID: 29772013 PMCID: PMC5957390 DOI: 10.1371/journal.pone.0197701] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 05/07/2018] [Indexed: 11/26/2022] Open
Abstract
Establishing the tissue source of epithelial cells within a biological sample is an important capability for forensic laboratories. In this study we used Imaging Flow Cytometry (IFC) to analyze individual cells recovered from buccal, epidermal, and vaginal samples that had been dried between 24 hours and more than eight weeks. Measurements capturing the size, shape, and fluorescent properties of cells were collected in an automated manner and then used to build a multivariate statistical framework for differentiating cells based on tissue type. Results showed that epidermal cells could be distinguished from vaginal and buccal cells using a discriminant function analysis of IFC measurements with an average classification accuracy of ~94%. Ultimately, cellular measurements such as these, which can be obtained non-destructively, may provide probative information for many types of biological samples and complement results from standard genetic profiling techniques.
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19
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Identification of Ophiocordyceps sinensis and Its Artificially Cultured Ophiocordyceps Mycelia by Ultra-Performance Liquid Chromatography/Orbitrap Fusion Mass Spectrometry and Chemometrics. Molecules 2018; 23:molecules23051013. [PMID: 29701667 PMCID: PMC6100002 DOI: 10.3390/molecules23051013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2018] [Revised: 04/18/2018] [Accepted: 04/19/2018] [Indexed: 12/23/2022] Open
Abstract
Since the cost of Ophiocordyceps sinensis, an important fungal drug used in Chinese medicine, has increased dramatically, and the counterfeits may have adverse health effects, a rapid and precise marker using the peptide mass spectrometry identification system could significantly enhance the regulatory capacity. In this study, we determined the marker peptides in the digested mixtures of fungal proteins in wild O. sinensis fruiting bodies and various commercially available mycelium fermented powders using ultra-performance liquid chromatography/Orbitrap Fusion mass spectrometry coupled with chemometrics. The results indicated the following marker peptides: TLLEAIDSIEPPK (m/z 713.39) was identified in the wild O. sinensis fruiting body, AVLSDAITLVR (m/z 579.34) was detected in the fermented O. sinensis mycelium powder, FAELLEK (m/z 849.47) was found in the fermented Ophiocordyceps mycelium powder, LESVVTSFTK (m/z 555.80) was discovered in the artificial Ophiocordyceps mycelium powder, and VPSSAVLR (m/z 414.75) was observed in O. mortierella mycelium powder. In order to verify the specificity and applicability of the method, the five marker peptides were synthesized and tested on all samples. All in all, to the best of our knowledge, this is the first time that mass spectrometry has been employed to detect the marker peptides of O.sinensis and its related products.
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20
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Moini M. Applications of liquid-based separation in conjunction with mass spectrometry to the analysis of forensic evidence. Electrophoresis 2018. [PMID: 29529344 DOI: 10.1002/elps.201700501] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
In the past few years, there has been a significant effort by the forensic science community to develop new scientific techniques for the analysis of forensic evidence. Forensic chemists have been spearheaded to develop information-rich confirmatory technologies and techniques and apply them to a broad array of forensic challenges. The purpose of these confirmatory techniques is to provide alternatives to presumptive techniques that rely on data such as color changes, pattern matching, or retention time alone, which are prone to more false positives. To this end, the application of separation techniques in conjunction with mass spectrometry has played an important role in the analysis of forensic evidence. Moreover, in the past few years the role of liquid separation techniques, such as liquid chromatography and capillary electrophoresis in conjunction with mass spectrometry, has gained significant tractions and have been applied to a wide range of chemicals, from small molecules such as drugs and explosives, to large molecules such as proteins. For example, proteomics and peptidomics have been used for identification of humans, organs, and bodily fluids. A wide range of HPLC techniques including reversed phase, hydrophilic interaction, mixed-mode, supercritical fluid, multidimensional chromatography, and nanoLC, as well as several modes of capillary electrophoresis mass spectrometry, including capillary zone electrophoresis, partial filling, full filling, and micellar electrokenetic chromatography have been applied to the analysis drugs, explosives, and questioned documents. In this article, we review recent (2015-2017) applications of liquid separation in conjunction with mass spectrometry to the analysis of forensic evidence.
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Affiliation(s)
- Mehdi Moini
- Department of Forensic Sciences, George Washington University, Washington, D.C., USA
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21
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Illiano A, Arpino V, Pinto G, Berti A, Verdoliva V, Peluso G, Pucci P, Amoresano A. Multiple Reaction Monitoring Tandem Mass Spectrometry Approach for the Identification of Biological Fluids at Crime Scene Investigations. Anal Chem 2018; 90:5627-5636. [PMID: 29579379 DOI: 10.1021/acs.analchem.7b04742] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Knowledge of the nature of biofluids at a crime scene is just as important as DNA test to link the nature of the biofluid, the criminal act, and the dynamics of the crime. Identification of methods currently used for each biological fluid (blood, semen, saliva, urine) suffer from several limitations including instability of assayed biomolecules, and low selectivity and specificity; as an example of the latter issue, it is not possible to discriminate between alpha-amylase 1 (present in saliva) and alpha-amylase 2 (present in semen and vaginal secretion. In this context, the aim of the work has been to provide a predictive protein signature characteristic of each biofluid by the recognition of specific peptides unique for each protein in a single analysis. A panel of four protein biomarkers for blood, four for saliva, five for semen, and two for urine has been monitored has been monitored by using a single multiple reaction monitoring (MRM)-based method targeting concomitantly 46 different peptides. Then, The optimized method allows four biological matrices to be identified when present on their own or in 50:50 mixture with another biofluid. Finally, a valid strategy combining both DNA analysis and liquid chromatographic-tandem mass spectrometric multiple reaction monitoring (LC-MS-MRM) identification of biofluids on the same sample has been demonstrated to be particularly effective in forensic investigation of real trace evidence collected at a crime scene.
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Affiliation(s)
- Anna Illiano
- Dipartimento di Scienze Chimiche , Università di Napoli Federico II , Napoli 80126 , Italy
| | - Valentina Arpino
- Dipartimento di Scienze Chimiche , Università di Napoli Federico II , Napoli 80126 , Italy
| | - Gabriella Pinto
- Dipartimento di Scienze Chimiche , Università di Napoli Federico II , Napoli 80126 , Italy
| | - Andrea Berti
- Carabinieri , Reparto Investigazioni Scientifiche (R.I.S.) di Roma , Viale di Tor di Quinto n. 151 , Roma 00191 , Italy
| | - Vincenzo Verdoliva
- Carabinieri , Reparto Investigazioni Scientifiche (R.I.S.) di Roma , Viale di Tor di Quinto n. 151 , Roma 00191 , Italy
| | - Giuseppe Peluso
- Carabinieri , Sezione Investigazioni Scientifiche (S.I.S.) di Napoli , Corso Vittorio Emanuele n. 728 , Napoli 80122 , Italy
| | - Piero Pucci
- Dipartimento di Scienze Chimiche , Università di Napoli Federico II , Napoli 80126 , Italy
| | - Angela Amoresano
- Dipartimento di Scienze Chimiche , Università di Napoli Federico II , Napoli 80126 , Italy
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22
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Quantitation of peptides from non-invasive skin tapings using isotope dilution and tandem mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1084:132-140. [PMID: 29601982 DOI: 10.1016/j.jchromb.2018.03.031] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Revised: 03/12/2018] [Accepted: 03/15/2018] [Indexed: 01/10/2023]
Abstract
Previous work from our laboratories utilized a novel skin taping method and mass spectrometry-based proteomics to discover clinical biomarkers of skin conditions; these included atopic dermatitis, Staphylococcus aureus colonization, and eczema herpeticum. While suitable for discovery purposes, semi-quantitative proteomics is generally time-consuming and expensive. Furthermore, depending on the method used, discovery-based proteomics can result in high variation and inadequate sensitivity to detect low abundant peptides. Therefore, we strove to develop a rapid, sensitive, and reproducible method to quantitate disease-related proteins from skin tapings. We utilized isotopically-labeled peptides and tandem mass spectrometry to obtain absolute quantitation values on 14 peptides from 7 proteins; these proteins had shown previous importance in skin disease. The method demonstrated good reproducibility, dynamic range, and linearity (R2 > 0.993) when n = 3 standards were analyzed across 0.05-2.5 pmol. The method was used to determine if differences exist between skin proteins in a small group of atopic versus non-atopic individuals (n = 12). While only minimal differences were found, peptides were detected in all samples and exhibited good correlation between peptides for 5 of the 7 proteins (R2 = 0.71-0.98). This method can be applied to larger cohorts to further establish the relationships of these proteins to skin disease.
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