Evidence map›Paper›PMID 41044668›Full record

ArticleClinical epigenetics2025

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

Barrett Nuttall, Daniel L Karl, Kathleen Burke, Megan Callahan, Kerrin Mendler, Pablo Cingolani, Steven Criscione, Serhiy Naumenko, Elena Bibikova, Veerendra Munugalavadla and 8 more

Registry-linked trialAbstract readComparative Study
In one paragraph

Article in Clinical epigenetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02029443 (A Phase 1/2, Multicenter, Open-label, and Dose-escalation Study of ACP-196 in Subjects With Chronic Lymphocytic Leukemia, Richter's Syndrome or Prolymphocytic Leukemia), which is not on this map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT02029443 phase1 / phase2active not recruitingnot on this map

A Phase 1/2, Multicenter, Open-label, and Dose-escalation Study of ACP-196 in Subjects With Chronic Lymphocytic Leukemia, Richter's Syndrome or Prolymphocytic Leukemia

TypeinterventionalSponsorAcerta Pharma BVRan2014 to 2027Enrolled306ConditionsChronic Lymphocytic Leukemia, Small Lymphocytic Lymphoma, Richter's Syndrome, Prolymphocytic LeukemiaArmsAcalabrutinib
3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
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  5. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors.

Barrett Nuttall *Early Oncology Translational Medicine, Genomics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Daniel L Karl *Early Oncology Translational Medicine, Production Informatics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Kathleen BurkeEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Megan CallahanEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Kerrin MendlerEarly Oncology Translational Medicine, Production Informatics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Pablo CingolaniEarly Oncology Translational Medicine, Production Informatics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Steven CriscioneEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Serhiy NaumenkoNewborn Screening Ontario, Ottawa, ON, Canada.
Elena BibikovaEarly Oncology Translational Medicine, Hematology, Oncology R&D, AstraZeneca, South San Francisco, CA, USA.
Veerendra MunugalavadlaEarly Oncology Translational Medicine, Hematology, Oncology R&D, AstraZeneca, South San Francisco, CA, USA.
John C ByrdThe Ohio State University Comprehensive Cancer Center, Columbus, OH, USA.
Richard R FurmanDivision of Hematology and Oncology, Weill Cornell Medical College, New York, NY, USA.
Jennifer R BrownDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
Andrew MortlockEarly Oncology Translational Medicine, Hematology, Oncology R&D, AstraZeneca, South San Francisco, CA, USA.
Brian A DoughertyEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZeneca, Waltham, MA, USA.
J Carl BarrettEarly Oncology Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Maurizio ScaltritiEarly Oncology Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA, USA.
James HadfieldEarly Oncology Translational Medicine, Genomics, Oncology R&D, AstraZeneca, Cambridge, UK. James.hadfield@astrazeneca.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBisulfite 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.

resultsEnzymatic 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.

conclusionsUsing 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).

Indexed as

DNA MethylationLeukemia, Lymphocytic, Chronic, B-CellSequence Analysis, DNAHumansSulfitesWhole Genome Sequencinghydrogen sulfiteSulfitesBisulfite sequencingChronic lymphocytic leukemiaEnzymatic methylation sequencingMethylationTargeted methylation sequencing

Identifiers

PMID41044668
PMCPMC12495756

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.