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...
| Published in: | Clinical Epigenetics |
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| Main Authors: | , , , , , , , , , , , , , , , , , |
| Format: | Article |
| Language: | English |
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BMC
2025-10-01
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| Online Access: | https://doi.org/10.1186/s13148-025-01959-0 |
| _version_ | 1848766571651006464 |
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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). |
| format | Article |
| id | doaj-art-2fcdf57c314d4cbc855c2ec8fa080f07 |
| institution | Directory of Open Access Journals |
| issn | 1868-7083 |
| language | English |
| publishDate | 2025-10-01 |
| publisher | BMC |
| record_format | Article |
| 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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