Forensic Science International-Genetics最新文献

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Genetic predictions of eye and hair colour in the Danish population 丹麦人眼睛和头发颜色的基因预测
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-03-07 DOI: 10.1016/j.fsigen.2025.103267
Amaia Cabrejas-Olalla , Frank G. Jørgensen , Jade Y. Cheng , Peter C. Kjærgaard , Mikkel H. Schierup , Thomas Mailund , Georgios Athanasiadis
{"title":"Genetic predictions of eye and hair colour in the Danish population","authors":"Amaia Cabrejas-Olalla ,&nbsp;Frank G. Jørgensen ,&nbsp;Jade Y. Cheng ,&nbsp;Peter C. Kjærgaard ,&nbsp;Mikkel H. Schierup ,&nbsp;Thomas Mailund ,&nbsp;Georgios Athanasiadis","doi":"10.1016/j.fsigen.2025.103267","DOIUrl":"10.1016/j.fsigen.2025.103267","url":null,"abstract":"<div><div>Genetic predictions of eye and hair colour are prominent examples of forensic DNA phenotyping that can help resolve criminal cases. The advent of high-throughput genotyping technologies in forensic genetics opens up the possibility of applying polygenic risk scores in forensic settings. In this work, we compare the performance of HIrisPlex with PRSice-2 in predicting eye and hair colour to gain insights into the relative benefits of new approaches. Predictions were carried out on 584 Danish high school students for which genetic and self-reported phenotype data were available. Prediction of brown eye colour was very accurate (AUC = 0.98), followed by blue eye colour (AUC = 0.82), while it failed for intermediate eye colour (AUC = 0.57). As for hair colour, red and black were overall better predicted than blond and brown, and PRSice-2 performed better in all but the black hair colour. Despite the limitations of the study, HIrisPlex exhibited its usual high performance in the prediction of brown and blue eye colour, as well as red and black hair colour. However, PRSice-2 offered overall improvements in hair colour prediction over HIrisPlex suggesting that there is room for improvement in forensic DNA phenotyping by using polygenic risk scores.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"78 ","pages":"Article 103267"},"PeriodicalIF":3.2,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143577906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Species level and SNP profiling of skin microbiome improve the specificity in identifying forensic fluid and individual 皮肤微生物组的物种水平和 SNP 图谱分析提高了鉴别法证液体和个人的特异性
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-03-04 DOI: 10.1016/j.fsigen.2025.103256
Litao Huang , Jieyu Du , Linying Ye , Yangyang Zheng , Xueyuan Liu , Enping Huang , Jiaqian Le , Xuan Huang , Weian Du , Chao Liu , Ling Chen
{"title":"Species level and SNP profiling of skin microbiome improve the specificity in identifying forensic fluid and individual","authors":"Litao Huang ,&nbsp;Jieyu Du ,&nbsp;Linying Ye ,&nbsp;Yangyang Zheng ,&nbsp;Xueyuan Liu ,&nbsp;Enping Huang ,&nbsp;Jiaqian Le ,&nbsp;Xuan Huang ,&nbsp;Weian Du ,&nbsp;Chao Liu ,&nbsp;Ling Chen","doi":"10.1016/j.fsigen.2025.103256","DOIUrl":"10.1016/j.fsigen.2025.103256","url":null,"abstract":"<div><div>Human skin possesses individual and body fluid-specific microbial signatures potentially useful for forensic identification. Previous studies mostly attribute individuals based on the relative abundance of microbiota at single time point, however fluctuations in taxonomy and phylogenetic structure may cause this to be unreliable. In this study, we assessed the skin microbiome of individuals at consecutive time-point from fingers, palm, arm and forehead sites using full-length 16S rRNA gene sequencing. At the species level, hand samples (fingers, palm, arm) differed significantly from forehead microbes. Additionally, skin flora of the present study differed significantly from the dominant species that have been reported for saliva, feces, and vaginal secretions samples. ANOSIM analysis of all skin samples showed that inter-individual differences were greater than intra-individual differences, yet accuracy of individual identification was only 52.5 %. At the microbial gene level, three machine learning models based on single nucleotide polymorphism (SNP) profiles of <em>Cutibacterium acnes</em> resulted in accurate classification of more than 97.5 % individuals. These results indicate that consideration of bacterial SNP profiling may provide new directions for forensic identification and may have potential applications in body fluid identification and individual identification in forensic.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"78 ","pages":"Article 103256"},"PeriodicalIF":3.2,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143592013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The ReAct project: Bayesian networks for assessing the value of the results given activity level propositions ReAct项目:用于评估给定活动级别命题的结果价值的贝叶斯网络。
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-03-01 DOI: 10.1016/j.fsigen.2025.103223
Peter Gill, Tacha Hicks, Angel Carracedo
{"title":"The ReAct project: Bayesian networks for assessing the value of the results given activity level propositions","authors":"Peter Gill,&nbsp;Tacha Hicks,&nbsp;Angel Carracedo","doi":"10.1016/j.fsigen.2025.103223","DOIUrl":"10.1016/j.fsigen.2025.103223","url":null,"abstract":"","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"76 ","pages":"Article 103223"},"PeriodicalIF":3.2,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142967653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to “A preliminary report on the exploration of salivary bacterial diversity by the multiplex SNaPshot assay” [Forensic Sci. Int.: Genet. 70 (2024) 103032] “用多重SNaPshot测定法探索唾液细菌多样性的初步报告”的勘误表[法医科学]。Int。[j].生物医学工程学报。70(2024)103032。
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-03-01 DOI: 10.1016/j.fsigen.2025.103227
Shuangshuang Wang , Feng Song , Xiangnan Guo , Liya Gu , Weijia Tan , Peiyan Wu , Weibo Liang , Haibo Luo , Yanyun Wang
{"title":"Corrigendum to “A preliminary report on the exploration of salivary bacterial diversity by the multiplex SNaPshot assay” [Forensic Sci. Int.: Genet. 70 (2024) 103032]","authors":"Shuangshuang Wang ,&nbsp;Feng Song ,&nbsp;Xiangnan Guo ,&nbsp;Liya Gu ,&nbsp;Weijia Tan ,&nbsp;Peiyan Wu ,&nbsp;Weibo Liang ,&nbsp;Haibo Luo ,&nbsp;Yanyun Wang","doi":"10.1016/j.fsigen.2025.103227","DOIUrl":"10.1016/j.fsigen.2025.103227","url":null,"abstract":"","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"76 ","pages":"Article 103227"},"PeriodicalIF":3.2,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143018923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A biogeographical ancestry inference pipeline using PCA-XGBoost model and its application in Asian populations 基于PCA-XGBoost模型的生物地理血统推断管道及其在亚洲人群中的应用
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-02-25 DOI: 10.1016/j.fsigen.2025.103239
Chunnain Wang , Shuaiqi Wang , Yiru Zhao , Jun Liu , Deqin Zhang , Fuyang Wang , Hong Fan , Caixia Li , Li Jiang
{"title":"A biogeographical ancestry inference pipeline using PCA-XGBoost model and its application in Asian populations","authors":"Chunnain Wang ,&nbsp;Shuaiqi Wang ,&nbsp;Yiru Zhao ,&nbsp;Jun Liu ,&nbsp;Deqin Zhang ,&nbsp;Fuyang Wang ,&nbsp;Hong Fan ,&nbsp;Caixia Li ,&nbsp;Li Jiang","doi":"10.1016/j.fsigen.2025.103239","DOIUrl":"10.1016/j.fsigen.2025.103239","url":null,"abstract":"<div><div>Biogeographical ancestry (BGA) inference plays a crucial role in genetics, anthropology, forensic science, and medical research. Current methods like principal component analysis (PCA) and ADMIXTURE, based on single nucleotide polymorphisms, are commonly used. Here, we introduce a bio-geographical ancestry inference pipeline that integrates prior population structure and clustering. Our pipeline first analyzes genetic structure on cleaned data to obtain optimal parameters and classification model labels. An XGBoost (eXtreme Gradient Boosting) classification model is constructed using principal components from PCA, and model predictions are evaluated with LR (likelihood ratio). The pipeline was applied to a dataset of Asian populations, with a first prediction accuracy of 96.27 % achieved. The LR-based evaluation accuracy reached 98.96 %, showing an improvement of 2.69 % with the introduction of LR assessment. This highlights the robust predictive capability of our pipeline and the improved accuracy in evaluation with LR. This successful application will benefit genetic research, human history studies, and criminal investigations. Additionally, the pipeline's versatility allows application to new datasets.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"77 ","pages":"Article 103239"},"PeriodicalIF":3.2,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143549849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNA methylation-based semen age prediction using the markers identified in Koreans and Europeans 利用韩国人和欧洲人发现的标记物进行基于DNA甲基化的精液年龄预测
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-02-22 DOI: 10.1016/j.fsigen.2025.103243
Ji Eun Lee , Sohee Cho , Moon Hyun So , Hwan Young Lee
{"title":"DNA methylation-based semen age prediction using the markers identified in Koreans and Europeans","authors":"Ji Eun Lee ,&nbsp;Sohee Cho ,&nbsp;Moon Hyun So ,&nbsp;Hwan Young Lee","doi":"10.1016/j.fsigen.2025.103243","DOIUrl":"10.1016/j.fsigen.2025.103243","url":null,"abstract":"<div><div>In the forensic field, sexual assaults have consistently been the important issue, with semen frequently serving as the primary evidence. When the suspect is unidentified, estimating the perpetrator’s age using investigating semen can provide important information. The VISAGE consortium conducted research on the semen age prediction focused on European semen samples, but the age prediction model has remained undisclosed. Additionally, several studies have reported methylation differences across populations, indicating that the European semen age prediction model might not be broadly applicable to other groups. A study did explore semen age prediction in Koreans using Illumina’s Infinium Methylation450K BeadChip array, however recent developments in technology could enhance this approach. To address this, we conducted a study on Korean males aged 18–70 years. We initially analyzed 49 samples utilizing Illumina’s Infinium MethylationEPIC BeadChip array to identify age-related CpG sites. From this analysis, we identified 9 age-related CpG markers, excluding one due to difficulties in locus-specific analysis. As a result, we used 11 markers including 8 newly identified CpGs from the EPIC array and 3 CpG markers from previous research utilizing the SNaPshot assay. Furthermore, we incorporated 13 CpG markers from the European study to analyze a total of 159 semen samples using the Illumina Nextera MPS system. This approach enabled us to test age-related markers identified in Europeans within the Korean population and to construct a more accurate age prediction model using markers from both Korean and European sources.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"77 ","pages":"Article 103243"},"PeriodicalIF":3.2,"publicationDate":"2025-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143519577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Differences of tsRNA expression profiles efficiently discriminate monozygotic twins in peripheral blood 外周血中tsRNA表达谱的差异可有效区分同卵双胞胎
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-02-21 DOI: 10.1016/j.fsigen.2025.103242
Meihui Tian , Xiangnian Liu , Danyang Wang , Yuxi Wang , Siwen Wang , Jiayi Wei , Dawei Guan , Jun Yao
{"title":"Differences of tsRNA expression profiles efficiently discriminate monozygotic twins in peripheral blood","authors":"Meihui Tian ,&nbsp;Xiangnian Liu ,&nbsp;Danyang Wang ,&nbsp;Yuxi Wang ,&nbsp;Siwen Wang ,&nbsp;Jiayi Wei ,&nbsp;Dawei Guan ,&nbsp;Jun Yao","doi":"10.1016/j.fsigen.2025.103242","DOIUrl":"10.1016/j.fsigen.2025.103242","url":null,"abstract":"<div><div>Monozygotic twins (MZTs) share nearly identical genomic DNA sequences, making traditional forensic short tandem repeats (STR) genotyping methods ineffective for distinguishing between them. In recent years, the use of epigenetic factors in forensic applications has gained traction. The dynamic epigenetic factors can be influenced by inherited traits or acquired environmental factors. This study analyzed the expression profiles of transfer RNA-derived small RNAs (tsRNAs) in peripheral blood from four pairs of adult MZTs using Panoramic RNA Display by Overcoming RNA Modification Aborted Sequencing (PANDORA-seq). Differentially expressed tsRNAs (DEtsRNAs) were identified and validated using the reverse-transcriptase quantitative polymerase chain reaction (RT-qPCR) and droplet digital PCR (ddPCR) in both adult and newborn MZTs. The study also evaluated the longitudinal temporal stability, resistance to degradation, and suitability of DEtsRNAs for aged bloodstains. A total of 8795 expressed tsRNAs were identified in the four pairs of adult MZTs by PANDORA-seq. After screening with a normalized | log<sub>2</sub> (fold change) | &gt; 1 and an adjusted p-value &lt; 0.05, 10, 187, and 1520 DEtsRNAs were shared by 4, 3, and 2 pairs of MZTs. RT-qPCR and ddPCR confirmed the expression of the 10 DEtsRNAs identified by PANDORA-seq. Six candidate tsRNAs (tRNA-Gly-GCC, tRNA-Leu-TAA, tRNA-Lys-CTT, tRNA-Val-AAC_5_end, tRNA-iMet-CAT_5_end, and tsRNA-3023a/b-PheGAA) were identified as effective discrimination markers, even in neonatal MZTs which are largely unaffected by environment factors. Forensic applicability assessment revealed that tRNA-Gly-GCC and tRNA-Leu-TAA remained detectable in the 180-day-series bloodstains, while tRNA-Lys-CTT, tRNA-Val-AAC_5_end, and tRNA-iMet-CAT_5_end were relatively stable after 15 times of freeze-thaw cycles. Additionally, tRNA-Gly-GCC and tRNA-Lys-CTT exhibited long-term stability, with consistent expression over six months. In conclusion, this study demonstrates that differential tsRNAs expression can serve as a novel biomarker for MZT identification in forensic medicine.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"77 ","pages":"Article 103242"},"PeriodicalIF":3.2,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143474994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SCN5A missense variants and their contribution to deaths in Sudden Unexplained Nocturnal Death Syndrome (SUNDS) SCN5A错义变异及其对不明原因夜间猝死综合征(SUNDS)患者死亡的影响
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-02-18 DOI: 10.1016/j.fsigen.2025.103237
Aummarin Chaloemthanetphong , Kiattawee Choowongkomon , Wikanda Worrapitirungsi , Nattachai Thangsiriskul , Tikumphorn Sathirapatya , Poonyapat Sukawutthiya , Hasnee Noh , Ashfaque Ahmed Kanhar , Pagparpat Varrathyarom , Irin Lertparinyaphorn , Napapat Natthasumon , Saknan Bongsebandhu-Phubhakdi , Vichaya Auvichayapat , Kornkiat Vongpaisarnsin
{"title":"SCN5A missense variants and their contribution to deaths in Sudden Unexplained Nocturnal Death Syndrome (SUNDS)","authors":"Aummarin Chaloemthanetphong ,&nbsp;Kiattawee Choowongkomon ,&nbsp;Wikanda Worrapitirungsi ,&nbsp;Nattachai Thangsiriskul ,&nbsp;Tikumphorn Sathirapatya ,&nbsp;Poonyapat Sukawutthiya ,&nbsp;Hasnee Noh ,&nbsp;Ashfaque Ahmed Kanhar ,&nbsp;Pagparpat Varrathyarom ,&nbsp;Irin Lertparinyaphorn ,&nbsp;Napapat Natthasumon ,&nbsp;Saknan Bongsebandhu-Phubhakdi ,&nbsp;Vichaya Auvichayapat ,&nbsp;Kornkiat Vongpaisarnsin","doi":"10.1016/j.fsigen.2025.103237","DOIUrl":"10.1016/j.fsigen.2025.103237","url":null,"abstract":"<div><div>Sudden Unexplained Nocturnal Death Syndrome (SUNDS), locally known as Lai-tai in Thailand, leads to sudden death during sleep in otherwise healthy young males. Cardiac arrhythmias, including Brugada syndrome (BrS) and Long QT syndrome (LQTS), are often implicated, with mutations in the <em>SCN5A</em> gene, encoding the Na<sub>v</sub>1.5 sodium channel, strongly linked to both conditions. This study characterized postmortem SUNDS cases in Thailand and analyzed <em>SCN5A</em> gene variants using whole exome sequencing (WES) and molecular modeling. Forensic autopsies were performed on 98 SUNDS victims from August 2020 to February 2023. WES was applied to 98 SUNDS-related genes, filtering variants based on dbNSFP annotations and public databases like the 1000 Genomes Project. Three <em>SCN5A</em> variants (A665S, R179Q, and R965C) were detected in five cases (approximate for 5 %). One case of A665S, which was reported for the first time in Thailand, was discovered. The R179Q variant was identified in an additional case, but it did not have a substantial electrostatic surface impact on Na<sub>v</sub>1.5. In contrast, the R965C variant, which is frequently associated with BrS, was discovered in three cases (approximate for 3 %). These results imply that <em>SCN5A</em> variants are involved in the pathogenesis of SUNDS and may provide valuable genetic markers for the purpose of diagnosis and prevention.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"76 ","pages":"Article 103237"},"PeriodicalIF":3.2,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143445146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of body fluid sources based on microbiome antibiotic resistance genes using high-throughput qPCR 基于微生物组抗生素耐药基因的高通量qPCR鉴定体液来源
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-02-17 DOI: 10.1016/j.fsigen.2025.103241
Daijing Yu , Tian Wang , Liwei Zhang , Niu Gao , Yuqing Huang , Jun Zhang , Jiangwei Yan
{"title":"Identification of body fluid sources based on microbiome antibiotic resistance genes using high-throughput qPCR","authors":"Daijing Yu ,&nbsp;Tian Wang ,&nbsp;Liwei Zhang ,&nbsp;Niu Gao ,&nbsp;Yuqing Huang ,&nbsp;Jun Zhang ,&nbsp;Jiangwei Yan","doi":"10.1016/j.fsigen.2025.103241","DOIUrl":"10.1016/j.fsigen.2025.103241","url":null,"abstract":"<div><div>Identifying the origin of body fluids is a critical step in forensic investigation. Recently, the development of high-throughput sequencing technology has led to the use of microbiomes for body fluid identification in forensic studies. However, high-throughput sequencing data are difficult to analyze, the sequencing protocol is complicated. An increasing number of studies have focused on antibiotic resistance genes (ARGs) in the human microbiome. The abundance and diversity of ARGs in different parts of the human body can be detected using quantitative polymerase chain reaction (qPCR). To date, no studies have inferred the sources of body fluids based on ARGs. Therefore, we attempted to use ARGs as a tool to infer the origin of body fluids. We assessed the abundance and diversity of 64 ARGs in blood, semen, saliva, vaginal secretions (VS), nasal secretions (NS), and fecal samples using high-throughput qPCR. The results showed that ARGs were more diverse in fecal samples, which was significantly higher than those of other sample types (<em>P</em> &lt; 0.05). Principal coordinate analysis (PCoA) showed that the samples clustered mainly according to their type. We constructed a random forest classification model based on 64 ARGs with a prediction accuracy of 92.68 %. Next, we evaluated the importance of the features in the random forest model (mean decrease accuracy, MDA). Subsequently, we constructed prediction models for the top 40 and 20 ARGs after sorting genes with the highest MDA, and their prediction accuracies were both 92.68 %. The accuracy of the top 10 ARGs was 87.80 %. Notably, when only the top 10 characterized ARGs were used to construct models for saliva, semen, and VS samples, the prediction accuracy reached was 95.24 %. This shows that blood, semen, saliva, NS, VS, and fecal samples can be accurately identified using ARGs. Our results suggest that ARGs are promising markers for forensic body fluid identification.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"77 ","pages":"Article 103241"},"PeriodicalIF":3.2,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143454818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A CE-based mRNA profiling method including six targets to estimate the time since deposition of blood stains 一种基于ce的mRNA谱分析方法,包括六个靶点来估计血迹沉积的时间
IF 3.2 2区 医学
Forensic Science International-Genetics Pub Date : 2025-02-14 DOI: 10.1016/j.fsigen.2025.103240
A.E. Fonneløp , N.V. Hänggi , C.C. Derevlean , Ø. Bleka , C. Haas
{"title":"A CE-based mRNA profiling method including six targets to estimate the time since deposition of blood stains","authors":"A.E. Fonneløp ,&nbsp;N.V. Hänggi ,&nbsp;C.C. Derevlean ,&nbsp;Ø. Bleka ,&nbsp;C. Haas","doi":"10.1016/j.fsigen.2025.103240","DOIUrl":"10.1016/j.fsigen.2025.103240","url":null,"abstract":"<div><div>An association between RNA degradation and the time since deposition (TsD) of a biological stain has previously been demonstrated. Despite the encouraging results obtained with several RNA markers, the variability in results between individuals and analytical approaches limits the method's application in casework. The incorporation of multiple markers into a single prediction model could enhance estimation accuracy. Typically, real-time qPCR has been the primary analytical platform for these studies. However, qPCR requires high sample volumes and involves numerous pipetting steps when analysing multiple markers, increasing the risk of errors. In this study, we aim to optimize the TsD analysis by combining six targets in three mRNA markers (S100A12, LGALS2 and CLC) in a PCR multiplex and transitioning the analysis platform from qPCR to capillary electrophoresis (CE). This collaborative effort between the Department of Forensic Research at Oslo University Hospital (Laboratory 1) and the Zurich Institute of Forensic Medicine (ZIFM, Laboratory 2) analysed a total of six sample sets, spanning a period of 0 days up to 1.5 years (551 days), along with a broad set of test samples including different carrier materials. Furthermore, a machine learning model was employed to predict the age of bloodstains, aiming to enhance the precision and reliability of TsD estimations.</div></div>","PeriodicalId":50435,"journal":{"name":"Forensic Science International-Genetics","volume":"77 ","pages":"Article 103240"},"PeriodicalIF":3.2,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143464830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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