Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples

Abstract Background Bisulfite conversion is considered the gold standard for DNA methylation analysis, but it damages DNA and performs sub-optimally with clinical samples (e.g., formalin-fixed paraffin-embedded and circulating free plasma DNA (cfDNA)). Here we describe a comprehensive comparison of...

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Published in:Clinical Epigenetics
Main Authors: Barrett Nuttall, Daniel L. Karl, Kathleen Burke, Megan Callahan, Kerrin Mendler, Pablo Cingolani, Steven Criscione, Serhiy Naumenko, Elena Bibikova, Veerendra Munugalavadla, John C. Byrd, Richard R. Furman, Jennifer R. Brown, Andrew Mortlock, Brian A. Dougherty, J. Carl Barrett, Maurizio Scaltriti, James Hadfield
Format: Article
Language:English
Published: BMC 2025-10-01
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Online Access:https://doi.org/10.1186/s13148-025-01959-0
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author Barrett Nuttall
Daniel L. Karl
Kathleen Burke
Megan Callahan
Kerrin Mendler
Pablo Cingolani
Steven Criscione
Serhiy Naumenko
Elena Bibikova
Veerendra Munugalavadla
John C. Byrd
Richard R. Furman
Jennifer R. Brown
Andrew Mortlock
Brian A. Dougherty
J. Carl Barrett
Maurizio Scaltriti
James Hadfield
author_facet Barrett Nuttall
Daniel L. Karl
Kathleen Burke
Megan Callahan
Kerrin Mendler
Pablo Cingolani
Steven Criscione
Serhiy Naumenko
Elena Bibikova
Veerendra Munugalavadla
John C. Byrd
Richard R. Furman
Jennifer R. Brown
Andrew Mortlock
Brian A. Dougherty
J. Carl Barrett
Maurizio Scaltriti
James Hadfield
author_sort Barrett Nuttall
collection DOAJ
container_title Clinical Epigenetics
description Abstract Background Bisulfite conversion is considered the gold standard for DNA methylation analysis, but it damages DNA and performs sub-optimally with clinical samples (e.g., formalin-fixed paraffin-embedded and circulating free plasma DNA (cfDNA)). Here we describe a comprehensive comparison of bisulfite and enzymatic methylation sequencing, using commercially available assays in clinically relevant patient samples and cell lines. We also report the first clinical enzymatic whole genome methylation sequencing (WGMS) in a cohort of patients with chronic lymphocytic leukemia (CLL). We report data from a multi-arm experiment comprising controlled reference material and clinically relevant samples to assess technical differences between enzymatic and chemical methylation conversion technologies. Results Enzymatic methylation sequencing was highly concordant to bisulfite data but outperformed bisulfite conversion in key sequencing metrics; the enzymatic method demonstrated significantly higher estimated counts of unique reads, reduced DNA fragmentation, and higher library yields than bisulfite conversion. Enzymatic conversion produced inferior methylation array data. Although bisulfite and enzymatic methods were highly concordant, the increased quality of multiple sequencing metrics seen in the enzymatic method enabled the development of robust clinical sample pipelines including targeted sequencing in cfDNA. Conclusions Using the enzymatic methylation sequencing methods described, we report a putative link of interleukin (IL)-15 methylation changes to acalabrutinib treatment response in a CLL clinical trial cohort (ACE-CL-001 trial, NCT02029443).
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spelling doaj-art-2fcdf57c314d4cbc855c2ec8fa080f072025-10-06T07:20:40ZengBMCClinical Epigenetics1868-70832025-10-0117111810.1186/s13148-025-01959-0Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samplesBarrett Nuttall0Daniel L. Karl1Kathleen Burke2Megan Callahan3Kerrin Mendler4Pablo Cingolani5Steven Criscione6Serhiy Naumenko7Elena Bibikova8Veerendra Munugalavadla9John C. Byrd10Richard R. Furman11Jennifer R. Brown12Andrew Mortlock13Brian A. Dougherty14J. Carl Barrett15Maurizio Scaltriti16James Hadfield17Early Oncology Translational Medicine, Genomics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Production Informatics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Production Informatics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Production Informatics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZenecaNewborn Screening OntarioEarly Oncology Translational Medicine, Hematology, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Hematology, Oncology R&D, AstraZenecaThe Ohio State University Comprehensive Cancer CenterDivision of Hematology and Oncology, Weill Cornell Medical CollegeDepartment of Medical Oncology, Dana-Farber Cancer InstituteEarly Oncology Translational Medicine, Hematology, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Oncology R&D, AstraZenecaEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZenecaAbstract Background Bisulfite conversion is considered the gold standard for DNA methylation analysis, but it damages DNA and performs sub-optimally with clinical samples (e.g., formalin-fixed paraffin-embedded and circulating free plasma DNA (cfDNA)). Here we describe a comprehensive comparison of bisulfite and enzymatic methylation sequencing, using commercially available assays in clinically relevant patient samples and cell lines. We also report the first clinical enzymatic whole genome methylation sequencing (WGMS) in a cohort of patients with chronic lymphocytic leukemia (CLL). We report data from a multi-arm experiment comprising controlled reference material and clinically relevant samples to assess technical differences between enzymatic and chemical methylation conversion technologies. Results Enzymatic methylation sequencing was highly concordant to bisulfite data but outperformed bisulfite conversion in key sequencing metrics; the enzymatic method demonstrated significantly higher estimated counts of unique reads, reduced DNA fragmentation, and higher library yields than bisulfite conversion. Enzymatic conversion produced inferior methylation array data. Although bisulfite and enzymatic methods were highly concordant, the increased quality of multiple sequencing metrics seen in the enzymatic method enabled the development of robust clinical sample pipelines including targeted sequencing in cfDNA. Conclusions Using the enzymatic methylation sequencing methods described, we report a putative link of interleukin (IL)-15 methylation changes to acalabrutinib treatment response in a CLL clinical trial cohort (ACE-CL-001 trial, NCT02029443).https://doi.org/10.1186/s13148-025-01959-0MethylationEnzymatic methylation sequencingBisulfite sequencingTargeted methylation sequencingChronic lymphocytic leukemia
spellingShingle Barrett Nuttall
Daniel L. Karl
Kathleen Burke
Megan Callahan
Kerrin Mendler
Pablo Cingolani
Steven Criscione
Serhiy Naumenko
Elena Bibikova
Veerendra Munugalavadla
John C. Byrd
Richard R. Furman
Jennifer R. Brown
Andrew Mortlock
Brian A. Dougherty
J. Carl Barrett
Maurizio Scaltriti
James Hadfield
Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples
Methylation
Enzymatic methylation sequencing
Bisulfite sequencing
Targeted methylation sequencing
Chronic lymphocytic leukemia
title Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples
title_full Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples
title_fullStr Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples
title_full_unstemmed Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples
title_short Comprehensive comparison of enzymatic and bisulfite DNA methylation analysis in clinically relevant samples
title_sort comprehensive comparison of enzymatic and bisulfite dna methylation analysis in clinically relevant samples
topic Methylation
Enzymatic methylation sequencing
Bisulfite sequencing
Targeted methylation sequencing
Chronic lymphocytic leukemia
url https://doi.org/10.1186/s13148-025-01959-0
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