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Bridging gaps in age estimation: a cross-sectional comparative study of skeletal maturation using Fishman method and dental development using Nolla method among Egyptians. 弥合年龄估计的差距:使用Fishman方法的骨骼成熟和使用Nolla方法的牙齿发育在埃及人中的横断面比较研究。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-06 DOI: 10.1007/s00414-024-03394-x
Heba Ibrahim Lashin, Asmaa Fady Sharif, Mohamed Salah Ghaly, Shaimaa Shaban El-Desouky, Amira Elsayed Elhawary

Estimating the chronological age of humans is a prevalent need in forensic practice. Comparing the accuracy of different age identification methods helps provide the most reliable method for a specific population. This study aimed to compare the accuracy of age assessments using skeletal maturation and dental mineralization in a sample of Egyptians and to assess if combining both methods yields more precise age prediction. A cross-sectional study included 176 Egyptian children and adolescents aged between 8 and 16 who underwent orthopantomograms and hand-wrist radiographs. All radiographs were scored independently for skeletal maturation using the Fishman method and dental development using the Nolla method. While Fishman and Nolla methods were valid and reliable age predictors with variable sex and age group accuracy in Egyptians, the Nolla method showed superior performance. The Nolla method slightly underestimated the chronological age, while the Fishman method slightly over-estimated it, showing median differences of -0.21 and 0.17, respectively. Correlating the estimated age using the Fishman and Nolla methods and the chronological age showed intraclass correlation coefficients of (0.854 and 0.660) and (0.973 and 0.977) for females and males, respectively (P < 0.001). The model adopting the Nolla score exhibited the highest R² (0.973 and 0.968) and the lowest Akaike information criteria (96 and 106) for females and males, respectively, which is comparable to the model adopting both Nolla scores and skeletal maturation indicators. Therefore, we recommend adopting the model incorporating only the Nolla scores for age estimation without the need for further hand and wrist radiography.

在法医实践中,估计人类的实际年龄是一个普遍的需求。比较不同年龄鉴定方法的准确性有助于为特定人群提供最可靠的方法。本研究旨在比较埃及人样本中骨骼成熟度和牙齿矿化年龄评估的准确性,并评估结合这两种方法是否能产生更精确的年龄预测。一项横断面研究包括176名年龄在8至16岁之间的埃及儿童和青少年,他们接受了正骨断层摄影和手腕x线摄影。所有x线片分别用Fishman法和Nolla法分别对骨骼成熟度和牙齿发育进行独立评分。虽然Fishman和Nolla方法是有效和可靠的年龄预测因子,但在埃及人的性别和年龄组准确性不同,Nolla方法表现出更优越的性能。Nolla法略低估了实足年龄,Fishman法略高估了实足年龄,中位数差异分别为-0.21和0.17。用Fishman和Nolla方法估计的年龄与实足年龄的相关性显示,雌性和雄性的类内相关系数分别为(0.854和0.660)和(0.973和0.977)
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引用次数: 0
Age estimation through sternal fusion and costal cartilage ossification using MSCT in a Croatian population: model development and application. 克罗地亚人群胸骨融合和肋软骨骨化的MSCT年龄估计:模型开发和应用。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-02 DOI: 10.1007/s00414-024-03404-y
Josip Vickov, Ivan Jerković, Iva Perić, Nika Jerković, Željana Bašić

This study aimed to test age-related changes in sternal fusion and sternal-rib cartilage ossification on multi-slice computed tomography (MSCT) images of the Croatian population. The additional aim was to develop models to estimate age and provide an interface for the model's application and validation. This retrospective study was conducted on 144 MSCT images of the sternal region, and the developed models were tested on 36 MSCT images. We scored manubrium-mesosternal joint fusion (FM), xiphoid process and mesosternum fusion (FX), ossification of the first costal cartilage (OF), ossification of the second to seventh costal cartilages at the rib ends (OR), and ossification of the second to seventh costal cartilages at the sternal ends (OS). All sternal-rib cartilage ossification phases and sternal body and xiphoid process fusion scores showed statistically significant age differences (P < 0.001), except manubrium-mesosternal joint fusion. The final model that combined regression and classification using FM, FX, OR, OS, and sex obtained a 95% prediction interval (PI) coverage of 94.46% on the cross-validation (cv) and 91.67% on the test set with an average PI width of 42.29 and 42.95 years respectively. We also developed a Python Flask app called CroSterna: Age estimation from sternal fusion and rib ossification in the Croatian population ( https://crosterna.onrender.com/ ) to facilitate the estimation for professionals.

本研究旨在测试克罗地亚人群胸骨融合和胸骨肋骨软骨骨化在多层计算机断层扫描(MSCT)图像上的年龄相关变化。额外的目标是开发模型来估计年龄,并为模型的应用和验证提供接口。本研究对144张胸骨区的MSCT图像进行回顾性研究,并在36张MSCT图像上对所建立的模型进行了测试。我们对柄骨-胸骨间关节融合(FM)、剑突与胸骨间融合(FX)、第一肋软骨骨化(of)、肋骨末端第二至第七肋软骨骨化(OR)和胸骨末端第二至第七肋软骨骨化(OS)进行评分。各胸骨-肋骨软骨骨化阶段及胸骨体与剑突融合评分年龄差异均有统计学意义(P
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引用次数: 0
Sex estimation by CT image analysis of the rib cage in a Mediterranean population. 通过对地中海地区人群的肋骨CT图像分析进行性别估计。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-10-09 DOI: 10.1007/s00414-024-03349-2
Manuel Partido Navadijo, Jose Francisco Muñoz Molina, Fernando Navarro Merino, Inmaculada Alemán Aguilera

Sexual dimorphism in the human species is key to the development of sex estimation techniques in the human skeleton. This dimorphism is manifested, as in other regions of the skeleton, in the bones that constitute the thoracic cage, according to the existing bibliography. In this aspect, the study of the human skeleton through 3D images has also proved to be useful for the development and validation of sex estimation methodologies for the reconstruction of the osteobiological profile.For this purpose, a sample of 240 thoracic CT scans of adult individuals was selected from a collection of 3D images belonging to the University of Granada, provided by the Castilla-La Mancha Health Service (SESCAM). Different measurements of the thoracic bones (ribs R2 to R5 width, sternum length and width, and clavicles width) have been taken with OsiriX software, with the aim of developing discriminant functions for sex estimation.The obtained results are positive, allowing sex estimation through 3D images of the thorax with up to 89.6% accuracy through discriminant functions, which shows the usefulness of image analysis for the reconstruction of the osteobiological profile.

人类的性别二形性是人类骨骼性别估计技术发展的关键。根据现有文献,这种二态性与骨骼的其他区域一样,表现在构成胸腔的骨骼上。为此,我们从卡斯蒂利亚-拉曼恰卫生服务机构(SESCAM)提供的格拉纳达大学三维图像集中选取了 240 个成年个体的胸部 CT 扫描样本。使用 OsiriX 软件对胸部骨骼(R2 至 R5 肋骨宽度、胸骨长度和宽度以及锁骨宽度)进行了不同的测量,目的是开发用于性别估计的判别函数。
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引用次数: 0
A multidisciplinary approach to forensic biological profiling on a single tooth and nail sample. 对单一牙齿和指甲样本进行法医生物特征分析的多学科方法。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-10-25 DOI: 10.1007/s00414-024-03357-2
Rogier van der Hulst, Reza R R Gerretsen, Lisette M Kootker, Sanne W L Palstra, Arnoud J Kal, Saskia T M Ammer, Shirley P Verschoor, Lennaert C P Borra, Carina S M van Leeuwen, Miranda Verschraagen, Gareth R Davies, Roelof-Jan Oostra, Daniël J Touw

Introduction: Analysis of a single tooth and nail can provide valuable forensic information, including year of birth, year of death, age, sex, DNA-profile, geographic residence during childhood and at time of death and drug exposure. The aim is to minimize the amount of used bodily material and to validate the applicability of a multidisciplinary sampling protocol.

Methods: A nail of the big toe, a tooth and blood of seven deceased individuals were collected postmortem. Collected materials were sampled and segmented in accordance with the multidisciplinary sampling protocol. DNA analysis was conducted on the pulp of the tooth, isotope analysis (Sr, Pb, O and C) on the enamel and 14C-, toxicological and tooth cementum annulation analysis on root segments. DNA-, isotope (Sr, Pb, O and C) -, toxicological-, and 14C -analysis were conducted on toenail segments. The acquired DNA profiles were compared with profiles acquired from blood.

Results: Material from seven deceased persons was analysed. 45 out of 56 analyses on dental samples were successful, constituting a success rate of 80%. Additionally, 27 out of 35 analyses were successful on nail samples, yielding a success rate of 77%. DNA-, toxicological and 14C- analyses performed better in nail than in tooth. Isotope analyses performed better in tooth than in nail. A profile with personal characteristics was constructed and matched for 62% of parameters with collected medical information.

Conclusion: The performed sampling protocol for simultaneous multidisciplinary forensic analysis on a single tooth and nail sample provided applicable results and valuable information.

介绍:对一颗牙齿和指甲的分析可以提供宝贵的法医信息,包括出生年份、死亡年份、年龄、性别、DNA特征、童年和死亡时的居住地以及药物接触情况。其目的是尽量减少使用的身体材料数量,并验证多学科采样方案的适用性:方法:采集了七名死者的大脚趾指甲、牙齿和血液。根据多学科取样协议对收集的材料进行取样和分割。对牙髓进行了 DNA 分析,对牙釉质进行了同位素分析(Sr、Pb、O 和 C),对牙根部分进行了 14C、毒理学和牙骨质环化分析。对脚趾甲片段进行了 DNA、同位素(锶、铅、氧和碳)、毒理学和 14C 分析。获得的 DNA 图谱与从血液中获得的图谱进行了比较:结果:对七名死者的材料进行了分析。在 56 份牙科样本中,45 份分析成功,成功率为 80%。此外,对指甲样本进行的 35 次分析中有 27 次成功,成功率为 77%。指甲样本的 DNA、毒理学和 14C 分析结果均优于牙齿样本。同位素分析在牙齿上的效果好于指甲。我们建立了个人特征档案,其中 62% 的参数与收集到的医疗信息相匹配:对单一牙齿和指甲样本进行多学科同步法医分析的取样方案提供了适用的结果和有价值的信息。
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引用次数: 0
Clinical forensic medicine in emergency departments: a pilot study of a forensic training and evaluation of its effectiveness in an Italian hospital. 急诊科的临床法医学:在意大利一家医院开展的法医培训试点研究及其效果评估。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-08-27 DOI: 10.1007/s00414-024-03313-0
Stefano Tambuzzi, Cecilia Rossi, Donatella Pavanello, Riccardo Primavera, Giorgio Costantino, Cristina Cattaneo

Because emergency departments are often the first point of contact for victims of violence, it is critical to provide the appropriate treatment in compliance with all necessary medicolegal precautions. For this reason, a randomized controlled trial was conducted at the Policlinico Hospital of Milan (Italy) in which an intervention group (12 physicians) received a 6-h course on clinical forensic medicine and their performance in medicolegal procedures in claimed cases of violence was compared with that of a control group (13 physicians) by means of a 16-item assessment scale over the 3 months before and the 3 months after the course. Overall, 195 medical records were included in the statistical analysis. Out of these cases, 105 occurred before the course (60 analyzed by the control group and 45 by the intervention group) and 90 occurred after the course (45 analyzed by the control group and 45 by the intervention group). The results showed that the overall mean score of physicians who participated to the course increased from 14.0 (IQR 7.0) to 19.0 (IQR 8.0) with a p-value < 0.0001 and that the comparison between the intervention group and the control group after the course was 19.0 (IQR = 8.0) and 14.0 (IQR = 7.0), respectively, with a p-value < 0.0001. The improvement was very little and below the expectations pointing out that educational courses, although they can be a first step towards raising the ED physicians' awareness of clinical forensics, may not be enough and that more structured training and new strategies should be implemented.

由于急诊科通常是暴力受害者的第一接触点,因此在遵守所有必要的法医预防措施的情况下提供适当的治疗至关重要。为此,意大利米兰 Policlinico 医院进行了一项随机对照试验,其中干预组(12 名医生)接受了为期 6 小时的临床法医学课程,并通过课程前后 3 个月内的 16 个项目评估量表,比较了干预组与对照组(13 名医生)在理赔暴力案件中的法医程序表现。共有 195 份病历被纳入统计分析。在这些病例中,105 例发生在课程之前(60 例由对照组分析,45 例由干预组分析),90 例发生在课程之后(45 例由对照组分析,45 例由干预组分析)。结果显示,参加课程的医生的总体平均得分从 14.0(IQR 7.0)提高到了 19.0(IQR 8.0),P 值为 0.0。
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引用次数: 0
Unveiling STRs instability in a colorectal cancer FFPE sample: a case report. 揭示结直肠癌 FFPE 样本中 STRs 的不稳定性:一份病例报告。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-10-08 DOI: 10.1007/s00414-024-03341-w
Giulia Soldati, Chiara Saccardo, Dario Raniero, Domenico De Leo, Stefania Turrina

In forensic genetics, sometimes formalin-fixed paraffin-embedded (FFPE) biopsy material taken during life is the only biological sample available for individual identification or paternity testing. In most cases, this biological tissue is characterized by the presence of tumor cells characterized by instability and loss of heterozygosity of microsatellites (MSI/LOH) compared to the DNA present in cells of normal tissue.In this case report, two FFPE samples from the same male subject were available for genetic investigation: one sample with colorectal cancer tissue and the other with normal tissue (no cancerous histopathological features). The comparison of the genetic profiles obtained from DNA extracted from the two tissues showed in the tumor tissue the presence of three genomic instability phenomena affecting FGA, CSF1P0, D21S2055 loci, located on three distinct autosomal chromosomes, and one duplication phenomenon affecting the DYS438. Therefore, due to the MSI/LOH phenomena, the genetic profile acquired from the tumor tissue was distorted and thus generated a fictitious genetic profile, not corresponding to the subject's real one (normal tissue free of tumor cells).

在法医遗传学中,有时生前提取的福尔马林固定石蜡包埋(FFPE)活检材料是唯一可用于个体鉴定或亲子鉴定的生物样本。在大多数情况下,这种生物组织的特点是存在肿瘤细胞,与正常组织细胞中的 DNA 相比,肿瘤细胞具有不稳定性和微卫星杂合性缺失(MSI/LOH)。在本病例报告中,有两份来自同一男性受试者的 FFPE 样本可用于基因调查:一份样本为结直肠癌组织,另一份样本为正常组织(无癌症组织病理学特征)。通过比较从两个组织中提取的 DNA 所获得的基因图谱,发现肿瘤组织中存在三个基因组不稳定现象,分别影响位于三个不同常染色体上的 FGA、CSF1P0 和 D21S2055 位点,以及一个影响 DYS438 的重复现象。因此,由于 MSI/LOH 现象,从肿瘤组织获得的基因图谱被扭曲,从而产生了一个虚构的基因图谱,与受试者的真实基因图谱(无肿瘤细胞的正常组织)不符。
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引用次数: 0
Comparison of commercial targeted amplicon sequencing assays for human remains identification casework. 比较用于人类遗骸鉴定案例工作的商业定向扩增片段测序测定。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-10-15 DOI: 10.1007/s00414-024-03335-8
Dennis McNevin, Jessica Watson, Kelly Grisedale, Ayusha Dahal, Corey Goodwin, Jodie Ward

Targeted amplicon sequencing (TAS) facilitates the genotyping of forensically informative single nucleotide polymorphisms (SNPs) using massively parallel sequencing (MPS). For human remains identification, where any extracted DNA is likely to be degraded, TAS may succeed when short tandem repeat (STR) profiling using capillary electrophoresis fails. Further, as well as yielding identity information, SNPs can provide information about ancestry, phenotype, kinship and paternal lineage (Y chromosome haplotypes). Two TAS platforms were compared in this study: Ion AmpliSeq™ panels coupled with Ion Torrent sequencing on an Ion GeneStudio™ S5 Plus System, manufactured by Thermo Fisher Scientific, and the ForenSeq® Kintelligence Kit coupled with Illumina sequencing on the MiSeq FGx® Sequencing System, manufactured by QIAGEN. Four Ion AmpliSeq™ panels (Precision ID Identity, Precision ID Ancestry, DNA Phenotyping and HID Y-SNP) share 177 SNPs with the ForenSeq® Kintelligence Kit and all five were used to profile the DNA extracted from the petrous part of the temporal bone from six skeletonised cadavers. Of the 6 × 177 = 1,062 SNP genotype comparisons, 1,055 (99%) were concordant between the Ion AmpliSeq™ panels and Kintelligence Kit. Of the seven (< 1%) non-concordant SNPs, only three of them (0.3%) would have resulted in erroneous genotypes being reported as a result of allele dropout by either assay, using our optimised relative variant frequency windows for allele calling. We conclude that both the Ion AmpliSeq™ panels and the ForenSeq® Kintelligence Kit were suitable for TAS applied to the human remains in this study.

靶向扩增片段测序(TAS)有助于利用大规模并行测序(MPS)对具有法医参考价值的单核苷酸多态性(SNPs)进行基因分型。在人类遗骸鉴定中,提取的任何 DNA 都有可能降解,因此当使用毛细管电泳进行短串联重复序列 (STR) 分析失败时,TAS 可能会取得成功。此外,SNP 除了能提供身份信息外,还能提供有关祖先、表型、亲缘关系和父系血统(Y 染色体单倍型)的信息。本研究比较了两种 TAS 平台:Ion AmpliSeq™ 面板与赛默飞世尔科技公司生产的 Ion GeneStudio™ S5 Plus 系统上的 Ion Torrent 测序相结合,以及 ForenSeq® Kintelligence 套件与 QIAGEN 公司生产的 MiSeq FGx® 测序系统上的 Illumina 测序相结合。四个 Ion AmpliSeq™ 面板(Precision ID Identity、Precision ID Ancestry、DNA Phenotyping 和 HID Y-SNP)与 ForenSeq® Kintelligence 套件共享 177 个 SNPs,所有五个面板都用于对从六具骸骨尸体的颞骨岩石部分提取的 DNA 进行特征分析。在 6 × 177 = 1,062 个 SNP 基因型比较中,有 1,055 个(99%)在 Ion AmpliSeq™ 面板和 Kintelligence Kit 之间是一致的。在 7 个(
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引用次数: 0
First evidence in an oversea French department of the deadly risk of protonitazene use: about 5 post mortem cases. 在法国海外省首次发现使用质子他嗪的致命风险:约 5 例尸检病例。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-08-22 DOI: 10.1007/s00414-024-03309-w
Christophe Maruejouls, Alice Ameline, Laurie Gheddar, Cédric Mazoyer, Kati Teston, Frédéric Aknouche, Pascal Kintz

Protonitazene is a synthetic benzoimidazole opioid of the nitazenes class, developed in the 1950s as an effective analgesic, but never released in the market due to severe side effects and major risk of dependence. The laboratory was involved in the determination of the cause of death for 5 subjects deceased in a French department of the Indian Ocean. The 5 victims were male, aged between 20 and 35 years. The first 2 victims were found dead in their prison cell and the 3 other victims were found dead in a squat. Therefore, we have developed and validated a specific procedure to identify and quantify the drug in post mortem specimens using LC-MS/MS. The procedure involves extraction of 0.5 mL fluid at pH 9.5 with a mixture of organic solvents in presence of 20 ng fentanyl-d5 used as internal standard. Linearity of the method was verified from 0.1 to 20 ng/mL in both whole blood and urine (r2 = 0.9983 and 0.9993, respectively). The limit of detection was estimated at 0.05 ng/mL in each matrix. Protonitazene was identified at < LOQ to 0.8 ng/mL, 0.4 to 2.9 ng/mL and 3.0 to 8.0 ng/mL in femoral blood, urine and bile, respectively. Post mortem concentrations were very low, which is consistent with reported high toxicity of protonitazene. As nitazenes represent a growing threat to public health in various parts of the world, this method seems to be a good response to the challenges posed by the identification of this class of substances.

Protonitazene 是一种合成的苯并咪唑类阿片,属于硝氮类药物,在 20 世纪 50 年代被开发为一种有效的镇痛药,但由于其严重的副作用和产生依赖性的重大风险而从未投放市场。实验室参与了在法国印度洋某省 5 名死者的死因鉴定。这 5 名受害者均为男性,年龄在 20 至 35 岁之间。前两名死者被发现死于牢房,另外三名死者被发现死于蹲位。因此,我们开发并验证了一种特定程序,利用 LC-MS/MS 对死后样本中的毒品进行鉴定和定量。该程序包括在 pH 值为 9.5 的条件下用混合有机溶剂萃取 0.5 mL 的液体,并以 20 ng fentanyl-d5 作为内标。该方法在全血和尿液中的线性范围为 0.1 至 20 纳克/毫升(r2 分别为 0.9983 和 0.9993)。在每种基质中的检测限估计为 0.05 纳克/毫升。丙通他嗪在
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引用次数: 0
A systematic review on the use of C-reactive protein in autopsy practice. 关于在尸检实践中使用 C 反应蛋白的系统综述。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-09-20 DOI: 10.1007/s00414-024-03328-7
Asyraff Md Najib, Khairunnisa' Md Yusof, Wan Muhammad Azfar Wan Shuaib, Mohamed Swarhib Shafee, Faridah Mohd Nor

Postmortem analysis of C-reactive protein (CRP) in autopsies has been extensively researched for its potential utility. This analysis could aid forensic pathologists in screening for and investigating the potential infectious or inflammatory causes of death, thereby guiding appropriate autopsy procedures. To assess the diagnostic accuracy of postmortem CRP analysis in autopsy settings, a thorough electronic literature search was conducted across databases such as PubMed, Scopus, Web of Science, and Cochrane Library. Two independent reviewers screened eligible studies, followed by a methodological quality assessment using the QUADAS-2 checklist. Utilising a random-effects model, hierarchical summary receiver operating characteristic (HSROC) curve analysis and bivariate model meta-analysis were performed to evaluate heterogeneity across studies. Of the 1286 studies initially identified, nine met the eligibility criteria for the final analysis. The pooled sensitivity of postmortem CRP analysis was 0.93 (95% CI, 0.76, 0.98), with a pooled specificity of 0.80 (95% CI, 0.71, 0.87). The prevalence across studies ranged from 0.23 to 0.68, with a median of 0.5. Moderate variability was observed in the heterogeneity assessment across the primary studies. In summary, the study findings indicate that postmortem serum CRP analysis demonstrates high diagnostic accuracy with moderate heterogeneity. Additionally, postmortem CRP testing may be useful as a screening tool in autopsy practice to rule out the likelihood of sepsis.

尸检中的 C 反应蛋白 (CRP) 分析因其潜在用途而受到广泛研究。这种分析可帮助法医病理学家筛查和调查潜在的感染性或炎症性死因,从而指导适当的尸检程序。为了评估尸检中尸检 CRP 分析的诊断准确性,我们在 PubMed、Scopus、Web of Science 和 Cochrane Library 等数据库中进行了全面的电子文献检索。两位独立审稿人筛选了符合条件的研究,然后使用 QUADAS-2 检查表进行了方法学质量评估。利用随机效应模型、分层汇总接收者操作特征(HSROC)曲线分析和双变量模型荟萃分析来评估各研究之间的异质性。在最初确定的 1286 项研究中,有 9 项符合最终分析的资格标准。死后 CRP 分析的汇总灵敏度为 0.93(95% CI,0.76,0.98),汇总特异性为 0.80(95% CI,0.71,0.87)。各研究的患病率从 0.23 到 0.68 不等,中位数为 0.5。在主要研究的异质性评估中观察到中等程度的差异。总之,研究结果表明,死后血清 CRP 分析具有较高的诊断准确性,但异质性适中。此外,死后 CRP 检测可作为尸检实践中的筛查工具,用于排除败血症的可能性。
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引用次数: 0
A statistical evaluation of the sexual dimorphism of the acetabulum in an Iberian population. 对伊比利亚人髋臼性别二态性的统计评估。
IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Pub Date : 2025-01-01 Epub Date: 2024-09-27 DOI: 10.1007/s00414-024-03334-9
Varsha Warrier, Marta San-Millán

Sex estimation is essential for human identification within bioarchaeological and medico-legal contexts. Amongst the sexually dimorphic skeletal elements commonly utilised for this purpose, the pelvis is usually preferred because of its direct relationship with reproduction. Furthermore, the posterior part of the innominate bone has proven to have better preservation within degraded contexts. With the aim of investigating the potential of the vertical acetabular diameter as a sex marker, 668 documented individuals from three different Iberian skeletal collections were randomly divided into training and test samples and eventually analysed using different statistical approaches. Two traditional (Discriminant Function Analysis and Logistic Regression Analysis) and four Machine learning methodologies (Support Vector Classification, Decision Tree Classification, k Nearest Neighbour Classification, and Neural Networks) were performed and compared. Amongst these statistical modalities, Machine Learning methodologies yielded better accuracy outcomes, with DTC garnering highest accuracy percentages of 83.59% and 89.85% with the sex-pooled and female samples, respectively. With males, ANN yielded highest accuracy percentage of 87.70%, when compared to other statistical approaches. Higher accuracy obtained with ML, along with its minimal statistical assumptions, warrant these approaches to be increasingly utilised for further investigations involving sex estimation and human identification. In this line, the creation of a statistical platform with easier user interface can render such robust statistical modalities accessible to researchers and practitioners, effectively maximising its practical use. Future investigations should attempt to achieve this goal, alongside examining the influence of factors such as age, on the obtained accuracy outcomes.

性别估计对于生物考古和医学法律背景下的人类鉴定至关重要。在通常用于此目的的性别二态骨骼元素中,骨盆通常是首选,因为它与生殖有直接关系。此外,事实证明,在退化的环境中,主骨的后部保存得更好。为了研究髋臼垂直直径作为性别标记的潜力,我们将来自三个不同伊比利亚骨骼库的 668 个有记录的个体随机分为训练样本和测试样本,并最终使用不同的统计方法进行分析。对两种传统方法(判别函数分析和逻辑回归分析)和四种机器学习方法(支持向量分类、决策树分类、k 最近邻分类和神经网络)进行了分析和比较。在这些统计模式中,机器学习方法的准确率较高,其中 DTC 在性别汇总样本和女性样本中的准确率最高,分别为 83.59% 和 89.85%。与其他统计方法相比,ANN 对男性样本的准确率最高,达到 87.70%。ML 所获得的更高准确率,以及其最小的统计假设,使得这些方法在涉及性别估计和人类识别的进一步研究中得到越来越广泛的应用。因此,创建一个用户界面更简便的统计平台可以让研究人员和从业人员使用这些强大的统计模式,从而有效地最大限度地提高其实际用途。未来的研究应努力实现这一目标,同时研究年龄等因素对准确性结果的影响。
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引用次数: 0
期刊
International Journal of Legal Medicine
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