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Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers

BACKGROUND: DNA methylation biomarkers for early detection, risk stratification and treatment response in cancer have been of great interest over the past decades. Nevertheless, clinical implementation of these biomarkers is limited, as only < 1% of the identified biomarkers is translated into a...

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Autores principales: Massen, Maartje, Lommen, Kim, Wouters, Kim A. D., Vandersmissen, Johan, van Criekinge, Wim, Herman, James G., Melotte, Veerle, Schouten, Leo J., van Engeland, Manon, Smits, Kim M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047347/
https://www.ncbi.nlm.nih.gov/pubmed/35477541
http://dx.doi.org/10.1186/s13148-022-01273-z
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author Massen, Maartje
Lommen, Kim
Wouters, Kim A. D.
Vandersmissen, Johan
van Criekinge, Wim
Herman, James G.
Melotte, Veerle
Schouten, Leo J.
van Engeland, Manon
Smits, Kim M.
author_facet Massen, Maartje
Lommen, Kim
Wouters, Kim A. D.
Vandersmissen, Johan
van Criekinge, Wim
Herman, James G.
Melotte, Veerle
Schouten, Leo J.
van Engeland, Manon
Smits, Kim M.
author_sort Massen, Maartje
collection PubMed
description BACKGROUND: DNA methylation biomarkers for early detection, risk stratification and treatment response in cancer have been of great interest over the past decades. Nevertheless, clinical implementation of these biomarkers is limited, as only < 1% of the identified biomarkers is translated into a clinical or commercial setting. Technical factors such as a suboptimal genomic location of the assay and inefficient primer or probe design have been emphasized as important pitfalls in biomarker research. Here, we use eleven diagnostic DNA methylation biomarkers for colorectal cancer (ALX4, APC, CDKN2A, MGMT, MLH1, NDRG4, SDC2, SFRP1, SFRP2, TFPI1 and VIM), previously described in a systematic literature search, to evaluate these pitfalls. RESULTS: To assess the genomic assay location, the optimal genomic locations according to TCGA data were extracted and compared to the genomic locations used in the published assays for all eleven biomarkers. In addition, all primers and probes were technically evaluated according to several criteria, based on literature and expert opinion. Both assay location and assay design quality varied widely among studies. CONCLUSIONS: Large variation in both assay location and design hinders the development of future DNA methylation biomarkers as well as inter-study comparability.
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spelling pubmed-90473472022-04-29 Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers Massen, Maartje Lommen, Kim Wouters, Kim A. D. Vandersmissen, Johan van Criekinge, Wim Herman, James G. Melotte, Veerle Schouten, Leo J. van Engeland, Manon Smits, Kim M. Clin Epigenetics Methodology BACKGROUND: DNA methylation biomarkers for early detection, risk stratification and treatment response in cancer have been of great interest over the past decades. Nevertheless, clinical implementation of these biomarkers is limited, as only < 1% of the identified biomarkers is translated into a clinical or commercial setting. Technical factors such as a suboptimal genomic location of the assay and inefficient primer or probe design have been emphasized as important pitfalls in biomarker research. Here, we use eleven diagnostic DNA methylation biomarkers for colorectal cancer (ALX4, APC, CDKN2A, MGMT, MLH1, NDRG4, SDC2, SFRP1, SFRP2, TFPI1 and VIM), previously described in a systematic literature search, to evaluate these pitfalls. RESULTS: To assess the genomic assay location, the optimal genomic locations according to TCGA data were extracted and compared to the genomic locations used in the published assays for all eleven biomarkers. In addition, all primers and probes were technically evaluated according to several criteria, based on literature and expert opinion. Both assay location and assay design quality varied widely among studies. CONCLUSIONS: Large variation in both assay location and design hinders the development of future DNA methylation biomarkers as well as inter-study comparability. BioMed Central 2022-04-27 /pmc/articles/PMC9047347/ /pubmed/35477541 http://dx.doi.org/10.1186/s13148-022-01273-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visithttp://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Methodology
Massen, Maartje
Lommen, Kim
Wouters, Kim A. D.
Vandersmissen, Johan
van Criekinge, Wim
Herman, James G.
Melotte, Veerle
Schouten, Leo J.
van Engeland, Manon
Smits, Kim M.
Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers
title Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers
title_full Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers
title_fullStr Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers
title_full_unstemmed Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers
title_short Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers
title_sort technical considerations in pcr-based assay design for diagnostic dna methylation cancer biomarkers
topic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047347/
https://www.ncbi.nlm.nih.gov/pubmed/35477541
http://dx.doi.org/10.1186/s13148-022-01273-z
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