ArticleForensic science, medicine, and pathology2015
Exploration of the R code-based mathematical model for PMI estimation using profiling of RNA degradation in rat brain tissue at different temperatures.
Article in Forensic science, medicine, and pathology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 3 of them syntheses that pooled it.
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Who cites it
27 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- microRNAs as New Biomolecular Markers to Estimate Time since Death: A Systematic Review.International journal of molecular sciences · 2024Pooled it
- Potential Role of mRNA in Estimating Postmortem Interval: A Systematic Review.International journal of molecular sciences · 2024Pooled it
- A small RNA, microRNA as a potential biomolecular marker to estimate post mortem interval in forensic science: a systematic review.International journal of legal medicine · 2023Pooled it
- Temporal RT-qPCR-Based Porcine Cardiac Molecular Profiling for Post-Mortem Interval Estimation: Predictive Modeling.International journal of molecular sciences · 2026Article
- Molecular forensics: RNA degradation as a marker for postmortem interval determination.International journal of legal medicine · 2026Article
- Endogenous and Exogenous Small RNA Signatures as Novel Tools for Postmortem Interval Determination.Biomolecules · 2026Article
- Molecular biology research progress in post-mortem interval (PMI) estimation in forensic medicine.International journal of legal medicine · 2026Review
- Transcriptomes of thirteen healthy feline tissue types.BMC genomics · 2025Article
- A transcriptome-wise Atlas of human prostate as a function of postmortem interval time.Scientific reports · 2025Article
- A novel approach for estimating postmortem intervals under varying temperature conditions using pathology images and artificial intelligence models.International journal of legal medicine · 2025Article
- Advances in Genotyping Detection of Fragmented Nucleic Acids.Biosensors · 2024Review
- miR-26a/30d/152 are reliable reference genes for miRNA quantification in skin wound age estimation.Forensic sciences research · 2023Article
- The potential of using non-coding RNAs in forensic science applications.Forensic sciences research · 2023Review
- Review of the current and potential use of biological and molecular methods for the estimation of the postmortem interval in animals and humans.Journal of veterinary diagnostic investigation : official publication of the American Association of Veterinary Laboratory Diagnosticians, Inc · 2023Review
- Cell survival and DNA damage repair are promoted in the human blood thanatotranscriptome shortly after death.Scientific reports · 2021Article
- Insights into how environment shapes post-mortem RNA transcription in mouse brain.Scientific reports · 2021Article
- Postmortem expression of apoptosis-related genes in the liver of mice and their use for estimation of the time of death.International journal of legal medicine · 2021Article
- MicroRNAs as Useful Tools to Estimate Time Since Death. A Systematic Review of Current Literature.Diagnostics (Basel, Switzerland) · 2021Review
- Estimating the Postmortem Interval of Carcasses in the Water Using the Carrion Insect, Brain Tissue RNA, Bacterial Biofilm, and Algae.Frontiers in microbiology · 2021Article
- MicroRNAs: An Update of Applications in Forensic Science.Diagnostics (Basel, Switzerland) · 2020Review
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Precise estimation of postmortem interval (PMI) is crucial in some criminal cases. This study aims to find some optimal markers for PMI estimation and build a mathematical model that could be used in various temperature conditions. Different mRNA and microRNA markers in rat brain samples were detected using real-time fluorescent quantitative PCR at 12 time points within 144 h postmortem and at temperatures of 4, 15, 25, and 35 °C. Samples from 36 other rats were used to verify the animal mathematical model. Brain-specific mir-9 and mir-125b are effective endogenous control markers that are not affected by PMI up to 144 h postmortem under these temperatures, whereas the commonly used U6 is not a suitable endogenous control in this study. Among all the candidate markers, ΔCt (β-actin) has the best correlation coefficient with PMI and was used to build a new model using R software which can simultaneously manage both PMI and temperature parameters. This animal mathematical model is verified using samples from 36 other rats and shows increased accuracy for higher temperatures and longer PMI. In this study, β-actin was found to be an optimal marker to estimate PMI and some other markers were found to be suitable to act as endogenous controls. Additionally, we have used R code software to build a model of PMI estimation that could be used in various temperature conditions.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.