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Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy
BACKGROUND: DNA methylation has been suggested as a biomarker for early cancer detection and treatment. Varieties of technologies for detecting DNA methylation have been developed, but they are not sufficiently sensitive for use in diagnostic devices. The aim of this study was to determine the suita...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications & Media Pvt Ltd
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5555131/ https://www.ncbi.nlm.nih.gov/pubmed/28776549 http://dx.doi.org/10.4103/0366-6999.211874 |
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author | Kim, Jeongho Park, Hae Jeong Kim, Jae Hyung Chang, Boksoon Park, Hun-Kuk |
author_facet | Kim, Jeongho Park, Hae Jeong Kim, Jae Hyung Chang, Boksoon Park, Hun-Kuk |
author_sort | Kim, Jeongho |
collection | PubMed |
description | BACKGROUND: DNA methylation has been suggested as a biomarker for early cancer detection and treatment. Varieties of technologies for detecting DNA methylation have been developed, but they are not sufficiently sensitive for use in diagnostic devices. The aim of this study was to determine the suitability of Raman spectroscopy for label-free detection of methylated DNA. METHODS: The methylated promoter regions of cancer-related genes cadherin 1 (CDH1) and retinoic acid receptor beta (RARB) served as target DNA sequences. Based on bisulfite conversion, oligonucleotides of methylated or nonmethylated probes and targets were synthesized for the DNA methylation assay. Principal component analysis with linear discriminant analysis (PCA-DA) was used to discriminate the hybridization between probes and targets (methylated probe and methylated target or nonmethylated probe and nonmethylated target) of CDH1 and RARB from nonhybridization between the probe and targets (methylated probe and nonmethylated target or nonmethylated probe and methylated target). RESULTS: This study revealed that the CDH1 and RARB oligo sets and their hybridization data could be classified using PCA-DA. The classification results for CDH1 methylated probe + CDH1 methylated target versus CDH1 methylated probe + CDH1 unmethylated target showed sensitivity, specificity, and error rates of 92%, 100%, and 8%, respectively. The classification results for the RARB methylated probe + RARB methylated target versus RARB methylated probe + RARB unmethylated target showed sensitivity, specificity, and error rates of 92%, 93%, and 11%, respectively. CONCLUSIONS: Label-free detection of DNA methylation could be achieved using Raman spectroscopy with discriminant analysis. |
format | Online Article Text |
id | pubmed-5555131 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-55551312017-08-31 Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy Kim, Jeongho Park, Hae Jeong Kim, Jae Hyung Chang, Boksoon Park, Hun-Kuk Chin Med J (Engl) Original Article BACKGROUND: DNA methylation has been suggested as a biomarker for early cancer detection and treatment. Varieties of technologies for detecting DNA methylation have been developed, but they are not sufficiently sensitive for use in diagnostic devices. The aim of this study was to determine the suitability of Raman spectroscopy for label-free detection of methylated DNA. METHODS: The methylated promoter regions of cancer-related genes cadherin 1 (CDH1) and retinoic acid receptor beta (RARB) served as target DNA sequences. Based on bisulfite conversion, oligonucleotides of methylated or nonmethylated probes and targets were synthesized for the DNA methylation assay. Principal component analysis with linear discriminant analysis (PCA-DA) was used to discriminate the hybridization between probes and targets (methylated probe and methylated target or nonmethylated probe and nonmethylated target) of CDH1 and RARB from nonhybridization between the probe and targets (methylated probe and nonmethylated target or nonmethylated probe and methylated target). RESULTS: This study revealed that the CDH1 and RARB oligo sets and their hybridization data could be classified using PCA-DA. The classification results for CDH1 methylated probe + CDH1 methylated target versus CDH1 methylated probe + CDH1 unmethylated target showed sensitivity, specificity, and error rates of 92%, 100%, and 8%, respectively. The classification results for the RARB methylated probe + RARB methylated target versus RARB methylated probe + RARB unmethylated target showed sensitivity, specificity, and error rates of 92%, 93%, and 11%, respectively. CONCLUSIONS: Label-free detection of DNA methylation could be achieved using Raman spectroscopy with discriminant analysis. Medknow Publications & Media Pvt Ltd 2017-08-20 /pmc/articles/PMC5555131/ /pubmed/28776549 http://dx.doi.org/10.4103/0366-6999.211874 Text en Copyright: © 2017 Chinese Medical Journal http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Kim, Jeongho Park, Hae Jeong Kim, Jae Hyung Chang, Boksoon Park, Hun-Kuk Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy |
title | Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy |
title_full | Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy |
title_fullStr | Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy |
title_full_unstemmed | Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy |
title_short | Label-free Detection for a DNA Methylation Assay Using Raman Spectroscopy |
title_sort | label-free detection for a dna methylation assay using raman spectroscopy |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5555131/ https://www.ncbi.nlm.nih.gov/pubmed/28776549 http://dx.doi.org/10.4103/0366-6999.211874 |
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