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Background: The expression profiles of differentially expressed genes (DEGs) during pupal development have been demonstrated to be vital in age estimation of forensic entomological study. Here, using forensically important (Diptera: Calliphoridae), we aimed to explore the potential of intrapuparial stage aging and postmortem interval (PMI) estimation based on characterization of successive developmental transcriptomes and gene expression patterns.
Methods: We collected pupae at 11 successive intrapuparial stages at 20 °C and used the RNA-seq technique to build the transcriptome profiles of their intrapuparial stages. The DEGs were identified during the different intrapuparial stages using comparative transcriptome analysis. The selected marker DEGs were classified and clustered for intrapuparial stage aging and PMI estimation and then further verified for transcriptome data validation. Ultimately, we categorized the overall gene expression levels as the dependent variable and the age of intrapuparial as the independent variable to conduct nonlinear regression analysis.
Results: We redefined the intrapuparial stages of into five key successive substages (I, II, III, IV, and V), based on the overall gene expression patterns during pupal development. We screened 99 specific time-dependent expressed genes (stage-specific DEGs) to determine the different intrapuparial stages based on comparison of the gene expression levels during the 11 developmental intrapuparial stages of . We observed that 55 DEGs showed persistent upregulation during the development of intrapuparial . We then selected four DEGs (, , and ) which presented consistent upregulation using RT-qPCR (quantitative real-time PCR) analysis, along with consideration of the maximum fold changes during the pupal development. We conducted nonlinear regression analysis to simulate the calculations of the relationships between the expression levels of the four selected DEGs and the developmental time of intrapuparial and constructed fitting curves. The curves demonstrated that and showed continuous relatively increasing levels.
Conclusions: This study redefined the intrapuparial stages of based on expression profiles of developmental transcriptomes for the first time. The stagepecific DEGs and those with consistent tendencies of expression were found to have potential in age estimation of intrapuparial and could be supplementary to a more accurate prediction of PMI.
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http://dx.doi.org/10.1016/j.heliyon.2024.e33319 | DOI Listing |
Forensic Sci Int
September 2025
Brigada Provincial de Policía Científica, Comisaría Provincial de Policía Nacional de Alicante, Alicante, Comunitat Valenciana 03007, Spain.
The 'cheese skipper', Piophila casei (L.) (Diptera: Piophilidae), is a cosmopolitan and synanthropic species that frequently colonises cadavers in advanced stages of decomposition. Despite its potential as a forensic indicator, the use of P.
View Article and Find Full Text PDFForensic Sci Res
September 2025
Key Laboratory of Tropical Translational Medicine of Ministry of Education, School of Basic Medicine and Life Sciences, Hainan Medical University, Haikou, China.
Age estimation is a critical aspect of forensic entomology, especially in the examination of pupae. The use of proteins as a means for age identification shows great promise. In this study, proteomic techniques were employed to investigate differentially expressed proteins (DEPs) during the intrapuparial stage of .
View Article and Find Full Text PDFInt J Legal Med
September 2025
Centro de Investigaciones en Toxicología Ambiental y Agrobiotecnología del Comahue, CITAAC (CONICET, UNCo), Buenos Aires 1400, 8300, Neuquén, Argentina.
One of the main objectives of forensic entomology is to estimate the minimum postmortem interval (PMImin) by analyzing the size and duration of the immature stages of insects colonizing a cadaver. However, this estimation becomes difficult during the intra-puparial period due to the absence of significant visible morphological changes. This study explores the differential gene expression of Lucilia sericata (Calliphoridae) pupae as a molecular tool for PMImin estimation.
View Article and Find Full Text PDFInsects
May 2025
Department of Forensic Medicine, Soochow University, Ganjiang East Road, Suzhou 215000, China.
Aubertin, 1932, is a species of Calliphoridae widely distributed in Southeast Asia, with studies and case reports confirming the value of this species in estimating the minimum postmortem interval (PMI). However, data on the growth and development of this species' intra-puparial age are not yet complete. Here, we investigated the intra-puparial morphological changes of at seven temperatures, ranging from 16 °C to 34 °C.
View Article and Find Full Text PDFInt J Legal Med
September 2025
Department of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, 410013, China.
Accurate estimation of the pupal age in necrophagous flies is vital for determining the postmortem interval (PMI) in forensic entomology. Differential expression of genes (DEGs) exhibits temporal fluctuations across the developmental stages of these flies. This study evaluates circular RNAs (circRNAs) as novel molecular markers and develops a model for predicting pupal development time based on circRNA expression.
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