Untargeted metabolomics for chemotaxonomy of blow fly pupae (Diptera: Calliphoridae) supported by DNA barcoding.

IF 2
Alexa Figueroa, Stephen M Baca, Jennifer Y Rosati, Rosalia Hernandez, Rabi A Musah
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Abstract

In forensics, accurate species identification of necrophagous insects retrieved from decomposing remains is critical for estimating the postmortem interval (PMI). Blow flies (Diptera: Calliphoridae) are typically the earliest colonizers to arrive on carrion. Because juvenile life stages are morphologically similar across species, forensic entomologists traditionally rear the eggs, larvae, and pupae to adulthood to ensure a definitive identification based on features of the adults, in a process that is time-consuming and relies heavily on specimen viability. This study presents a rapid, high-throughput identification method for forensically significant blow fly pupae utilizing direct analysis in real time-high-resolution mass spectrometry (DART-HRMS) coupled with chemometrics. A prediction model was developed for 11 species of necrophagous blow fly pupae across seven genera of Calliphoridae: Calliphora, Chrysomya, Cochliomyia, Cynomya, Lucilia, Phormia, and Protophormia. It was built using 220 species-validated test samples, and tested with 115 external validation samples. Leave-one-out cross validation accuracies of 97.27% and 98.26%, respectively, were observed for the test and validation datasets. Species identities were independently verified via DNA barcoding with cytochrome c oxidase I. These results demonstrate that DART-HRMS can successfully identify pupae-a historically underutilized developmental stage in forensic casework-based upon their unique metabolome signatures. This work provides critical forensic resources for the utilization of pupae that may facilitate PMI estimations, even for non-viable specimens.

DNA条形码支持的蝇蛹化学分类的非靶向代谢组学研究。
在法医学中,对腐尸昆虫进行准确的物种鉴定是估计死后时间间隔(PMI)的关键。吹蝇(双翅目:吹蝇科)通常是最早到达腐肉的殖民者。由于不同物种的幼年生命阶段在形态上是相似的,法医昆虫学家传统上将卵、幼虫和蛹抚养到成年,以确保根据成年昆虫的特征进行明确的鉴定,这一过程既耗时又严重依赖标本的生存能力。本研究提出了一种快速、高通量的鉴定方法,利用实时高分辨率质谱(DART-HRMS)和化学计量学相结合的直接分析来鉴定具有法医意义的吹蝇蛹。建立了蝇科7属(Calliphora、Chrysomya、Cochliomyia、Cynomya、Lucilia、Phormia和protophoria) 11种尸食性蝇蛹的预测模型。它使用220个物种验证的测试样本构建,并使用115个外部验证样本进行测试。检验和验证数据集的留一交叉验证准确率分别为97.27%和98.26%。通过细胞色素c氧化酶i的DNA条形码独立验证了物种身份。这些结果表明,DART-HRMS可以根据蛹独特的代谢组特征成功识别蛹,这是法医案件工作中历史上未被充分利用的发育阶段。这项工作为蛹的利用提供了关键的法医资源,可以促进PMI估计,甚至对于非活的标本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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