Cargando…
A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions
BACKGROUND: Colorectal cancer (CRC) is one of the most common malignancies, and early detection plays a crucial role in enhancing curative outcomes. While colonoscopy is considered the gold standard for CRC diagnosis, noninvasive screening methods of DNA methylation biomarkers can improve the early...
Autores principales: | , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660402/ https://www.ncbi.nlm.nih.gov/pubmed/37881109 http://dx.doi.org/10.1002/cam4.6511 |
_version_ | 1785137751121723392 |
---|---|
author | Li, Yuan Li, Bin Jiang, Rou Liao, Leen Zheng, Chunting Yuan, Jie Zeng, Liuhong Hu, Kunling Zhang, Yuyu Mei, Weijian Hong, Zhigang Xiao, Binyi Kong, Lingheng Han, Kai Tang, Jinghua Jiang, Wu Pan, Zhizhong Zhang, Shenyan Ding, Peirong |
author_facet | Li, Yuan Li, Bin Jiang, Rou Liao, Leen Zheng, Chunting Yuan, Jie Zeng, Liuhong Hu, Kunling Zhang, Yuyu Mei, Weijian Hong, Zhigang Xiao, Binyi Kong, Lingheng Han, Kai Tang, Jinghua Jiang, Wu Pan, Zhizhong Zhang, Shenyan Ding, Peirong |
author_sort | Li, Yuan |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is one of the most common malignancies, and early detection plays a crucial role in enhancing curative outcomes. While colonoscopy is considered the gold standard for CRC diagnosis, noninvasive screening methods of DNA methylation biomarkers can improve the early detection of CRC and precancerous lesions. METHODS: Bioinformatics and machine learning methods were used to evaluate CRC‐related genes within the TCGA database. By identifying the overlapped genes, potential biomarkers were selected for further validation. Methylation‐specific PCR (MSP) was utilized to identify the associated genes as biomarkers. Subsequently, a real‐time PCR assay for detecting the presence of neoplasia or cancer of the colon or rectum was established. This screening approach involved the recruitment of 978 participants from five cohorts. RESULTS: The genes with the highest specificity and sensitivity were Septin9, AXL4, and SDC2. A total of 940 participants were involved in the establishment of the final PCR system and the subsequent performance evaluation test. A multiplex TaqMan real‐time PCR system has been illustrated to greatly enhance the ability to detect precancerous lesions and achieved an accuracy of 87.8% (95% CI 82.9–91.5), a sensitivity of 82.7% (95% CI 71.8–90.1), and a specificity of 90.1% (95% CI 84.3–93.9). Moreover, the detection rate of precancerous lesions of this assay reached 55.0% (95% CI 38.7–70.4). CONCLUSION: The combined detection of the methylation status of SEPT9, SDC2, and ALX4 in plasma holds the potential to further enhance the sensitivity of CRC detection. |
format | Online Article Text |
id | pubmed-10660402 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106604022023-10-25 A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions Li, Yuan Li, Bin Jiang, Rou Liao, Leen Zheng, Chunting Yuan, Jie Zeng, Liuhong Hu, Kunling Zhang, Yuyu Mei, Weijian Hong, Zhigang Xiao, Binyi Kong, Lingheng Han, Kai Tang, Jinghua Jiang, Wu Pan, Zhizhong Zhang, Shenyan Ding, Peirong Cancer Med Research Articles BACKGROUND: Colorectal cancer (CRC) is one of the most common malignancies, and early detection plays a crucial role in enhancing curative outcomes. While colonoscopy is considered the gold standard for CRC diagnosis, noninvasive screening methods of DNA methylation biomarkers can improve the early detection of CRC and precancerous lesions. METHODS: Bioinformatics and machine learning methods were used to evaluate CRC‐related genes within the TCGA database. By identifying the overlapped genes, potential biomarkers were selected for further validation. Methylation‐specific PCR (MSP) was utilized to identify the associated genes as biomarkers. Subsequently, a real‐time PCR assay for detecting the presence of neoplasia or cancer of the colon or rectum was established. This screening approach involved the recruitment of 978 participants from five cohorts. RESULTS: The genes with the highest specificity and sensitivity were Septin9, AXL4, and SDC2. A total of 940 participants were involved in the establishment of the final PCR system and the subsequent performance evaluation test. A multiplex TaqMan real‐time PCR system has been illustrated to greatly enhance the ability to detect precancerous lesions and achieved an accuracy of 87.8% (95% CI 82.9–91.5), a sensitivity of 82.7% (95% CI 71.8–90.1), and a specificity of 90.1% (95% CI 84.3–93.9). Moreover, the detection rate of precancerous lesions of this assay reached 55.0% (95% CI 38.7–70.4). CONCLUSION: The combined detection of the methylation status of SEPT9, SDC2, and ALX4 in plasma holds the potential to further enhance the sensitivity of CRC detection. John Wiley and Sons Inc. 2023-10-25 /pmc/articles/PMC10660402/ /pubmed/37881109 http://dx.doi.org/10.1002/cam4.6511 Text en © 2023 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Li, Yuan Li, Bin Jiang, Rou Liao, Leen Zheng, Chunting Yuan, Jie Zeng, Liuhong Hu, Kunling Zhang, Yuyu Mei, Weijian Hong, Zhigang Xiao, Binyi Kong, Lingheng Han, Kai Tang, Jinghua Jiang, Wu Pan, Zhizhong Zhang, Shenyan Ding, Peirong A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
title | A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
title_full | A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
title_fullStr | A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
title_full_unstemmed | A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
title_short | A novel screening method of DNA methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
title_sort | novel screening method of dna methylation biomarkers helps to improve the detection of colorectal cancer and precancerous lesions |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660402/ https://www.ncbi.nlm.nih.gov/pubmed/37881109 http://dx.doi.org/10.1002/cam4.6511 |
work_keys_str_mv | AT liyuan anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT libin anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT jiangrou anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT liaoleen anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zhengchunting anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT yuanjie anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zengliuhong anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT hukunling anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zhangyuyu anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT meiweijian anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT hongzhigang anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT xiaobinyi anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT konglingheng anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT hankai anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT tangjinghua anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT jiangwu anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT panzhizhong anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zhangshenyan anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT dingpeirong anovelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT liyuan novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT libin novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT jiangrou novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT liaoleen novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zhengchunting novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT yuanjie novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zengliuhong novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT hukunling novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zhangyuyu novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT meiweijian novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT hongzhigang novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT xiaobinyi novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT konglingheng novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT hankai novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT tangjinghua novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT jiangwu novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT panzhizhong novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT zhangshenyan novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions AT dingpeirong novelscreeningmethodofdnamethylationbiomarkershelpstoimprovethedetectionofcolorectalcancerandprecancerouslesions |