Kai Su , Liuxia Zheng , Yao Xia , Yixia Zhao , Lijie Han , Tianao Zheng , Meng Hu , Chen Yang , Wenli Chen , Fan Yang , Jian Ye , Xingchun Zhao , Sheng Hu
{"title":"用于区分唾液和阴道分泌物的特定微生物生物标志物:16S rRNA测序和实时定量PCR的整合","authors":"Kai Su , Liuxia Zheng , Yao Xia , Yixia Zhao , Lijie Han , Tianao Zheng , Meng Hu , Chen Yang , Wenli Chen , Fan Yang , Jian Ye , Xingchun Zhao , Sheng Hu","doi":"10.1016/j.forsciint.2025.112648","DOIUrl":null,"url":null,"abstract":"<div><div>Body fluids are commonly found biological traces at crime scenes. Differentiating body fluid types—especially saliva (SA) from vaginal secretions (VA)—remains a forensic challenge. Currently, microbes play an increasingly vital role in forensic science. In this study, we analyzed bacterial communities from various samples, including SA, VA, semen (SE) and skin (SK), using Illumina HiSeq sequencing of 16S rRNA gene amplicons. We validated the ability to distinguish SA samples from VA samples using real-time quantitative PCR (qPCR) for specific biomarkers. We obtained 8,211,062 tags and identified 4427 operational taxonomic units (OTUs). Bacteria at the phylum level were similar across the four body fluid types, but their abundances varied. At the genus level, different bacteria dominated. Principal coordinates analysis (PCoA) and cluster analysis revealed significant differences among sample types. Additionally, linear discriminant analysis effect size (LEfSe) identified specific bacterial variations across the four body fluids. qPCR validation of the sequencing-derived markers confirmed that eight specific biomarkers reliably distinguish SA from VA. This work enhances the fundamental understanding of microorganisms in different body fluids and aids in distinguishing SA and VA.</div></div>","PeriodicalId":12341,"journal":{"name":"Forensic science international","volume":"377 ","pages":"Article 112648"},"PeriodicalIF":2.5000,"publicationDate":"2025-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Specific microbial biomarkers for distinguishing saliva from vaginal secretions: Integration of 16S rRNA sequencing and real-time quantitative PCR\",\"authors\":\"Kai Su , Liuxia Zheng , Yao Xia , Yixia Zhao , Lijie Han , Tianao Zheng , Meng Hu , Chen Yang , Wenli Chen , Fan Yang , Jian Ye , Xingchun Zhao , Sheng Hu\",\"doi\":\"10.1016/j.forsciint.2025.112648\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Body fluids are commonly found biological traces at crime scenes. Differentiating body fluid types—especially saliva (SA) from vaginal secretions (VA)—remains a forensic challenge. Currently, microbes play an increasingly vital role in forensic science. In this study, we analyzed bacterial communities from various samples, including SA, VA, semen (SE) and skin (SK), using Illumina HiSeq sequencing of 16S rRNA gene amplicons. We validated the ability to distinguish SA samples from VA samples using real-time quantitative PCR (qPCR) for specific biomarkers. We obtained 8,211,062 tags and identified 4427 operational taxonomic units (OTUs). Bacteria at the phylum level were similar across the four body fluid types, but their abundances varied. At the genus level, different bacteria dominated. Principal coordinates analysis (PCoA) and cluster analysis revealed significant differences among sample types. Additionally, linear discriminant analysis effect size (LEfSe) identified specific bacterial variations across the four body fluids. qPCR validation of the sequencing-derived markers confirmed that eight specific biomarkers reliably distinguish SA from VA. This work enhances the fundamental understanding of microorganisms in different body fluids and aids in distinguishing SA and VA.</div></div>\",\"PeriodicalId\":12341,\"journal\":{\"name\":\"Forensic science international\",\"volume\":\"377 \",\"pages\":\"Article 112648\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-09-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Forensic science international\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0379073825002920\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, LEGAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Forensic science international","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0379073825002920","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, LEGAL","Score":null,"Total":0}
Specific microbial biomarkers for distinguishing saliva from vaginal secretions: Integration of 16S rRNA sequencing and real-time quantitative PCR
Body fluids are commonly found biological traces at crime scenes. Differentiating body fluid types—especially saliva (SA) from vaginal secretions (VA)—remains a forensic challenge. Currently, microbes play an increasingly vital role in forensic science. In this study, we analyzed bacterial communities from various samples, including SA, VA, semen (SE) and skin (SK), using Illumina HiSeq sequencing of 16S rRNA gene amplicons. We validated the ability to distinguish SA samples from VA samples using real-time quantitative PCR (qPCR) for specific biomarkers. We obtained 8,211,062 tags and identified 4427 operational taxonomic units (OTUs). Bacteria at the phylum level were similar across the four body fluid types, but their abundances varied. At the genus level, different bacteria dominated. Principal coordinates analysis (PCoA) and cluster analysis revealed significant differences among sample types. Additionally, linear discriminant analysis effect size (LEfSe) identified specific bacterial variations across the four body fluids. qPCR validation of the sequencing-derived markers confirmed that eight specific biomarkers reliably distinguish SA from VA. This work enhances the fundamental understanding of microorganisms in different body fluids and aids in distinguishing SA and VA.
期刊介绍:
Forensic Science International is the flagship journal in the prestigious Forensic Science International family, publishing the most innovative, cutting-edge, and influential contributions across the forensic sciences. Fields include: forensic pathology and histochemistry, chemistry, biochemistry and toxicology, biology, serology, odontology, psychiatry, anthropology, digital forensics, the physical sciences, firearms, and document examination, as well as investigations of value to public health in its broadest sense, and the important marginal area where science and medicine interact with the law.
The journal publishes:
Case Reports
Commentaries
Letters to the Editor
Original Research Papers (Regular Papers)
Rapid Communications
Review Articles
Technical Notes.