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1.
J Forensic Sci ; 67(1): 136-148, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34431515

RESUMO

Identifying the source of body fluids found at a crime scene is an essential forensic step. Some methods based on DNA methylation played significant role in body fluids identification. Since DNA methylation is related to multiple factors, such as race, age, and diseases, it is necessary to know the methylation profile of a given population. In this study, we tested 19 body fluid-specific methylation markers in a Chinese Han population. A novel multiplex assay system based on the selected markers with smaller variation in methylation and stronger tissue-specific methylation were developed for the identification of body fluids. The multiplex assay were tested in 265 body fluid samples. A random forest model was established to predict the tissue source based on the methylation data of the 10 markers. The multiplex assay was evaluated by testing the sensitivity, the mixtures, and old samples. For the result, the novel multiplex assay based on 10 selected methylation markers presented good methylation profiles in all tested samples. The random forest model worked extremely well in predicting the source of body fluids, with an accuracy of 100% and 97.5% in training data and test data, respectively. The multiplex assay could accurately predict the tissue source from 0.5 ng genomic DNA, six-months-old samples and distinguish the minor component from a mixture of two components. Our results indicated that the methylation multiplex assay and the random forest model could provide a convenient tool for forensic practitioners in body fluid identification.


Assuntos
Líquidos Corporais , Muco do Colo Uterino , Metilação de DNA , Genética Forense , Marcadores Genéticos , Saliva , Sêmen
2.
BMC Mol Biol ; 18(1): 24, 2017 Dec 19.
Artigo em Inglês | MEDLINE | ID: mdl-29258436

RESUMO

BACKGROUND: Methylation analysis of cell-free DNA is a encouraging tool for tumor diagnosis, monitoring and prognosis. Sensitivity of methylation analysis is a very important matter due to the tiny amounts of cell-free DNA available in plasma. Most current methods of DNA methylation analysis are based on the difference of bisulfite-mediated deamination of cytosine between cytosine and 5-methylcytosine. However, the recovery of bisulfite-converted DNA based on current methods is very poor for the methylation analysis of cell-free DNA. RESULTS: We optimized a rapid method for the crucial steps of bisulfite conversion with high recovery of cell-free DNA. A rapid deamination step and alkaline desulfonation was combined with the purification of DNA on a silica column. The conversion efficiency and recovery of bisulfite-treated DNA was investigated by the droplet digital PCR. The optimization of the reaction results in complete cytosine conversion in 30 min at 70 °C and about 65% of recovery of bisulfite-treated cell-free DNA, which is higher than current methods. CONCLUSIONS: The method allows high recovery from low levels of bisulfite-treated cell-free DNA, enhancing the analysis sensitivity of methylation detection from cell-free DNA.


Assuntos
Ácidos Nucleicos Livres/isolamento & purificação , Metilação de DNA , DNA/isolamento & purificação , Biologia Molecular/métodos , Análise de Sequência de DNA/métodos , Sulfitos/química , Ácidos Nucleicos Livres/química , Citosina/química , DNA/química , Desaminação , Humanos , Reação em Cadeia da Polimerase em Tempo Real
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