Non-disruptive in vitro monitoring of cellular states with cell-free DNA methylation

Individual CpG methylation signatures characterize each mammalian cell type, thereby offering a powerful readout for clinical and diagnostic applications. Here, we apply this principle to in vitro cellular systems, using cell-free DNA released into the culture medium to track epigenomic responses to small-molecule treatments and bioreactor-based directed differentiation. Coupled with Oxford Nanopore sequencing, our approach enables rapid assessment of global CpG methylation dynamics and enhancer states. This strategy provides a streamlined method that can be readily applied and customized for non-disruptive monitoring of various in vitro screening modalities.

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Publication Details

Journal
MPG.PuRe (Max Planck Society)
Published
2026-02-17
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
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article

Non-disruptive in vitro monitoring of cellular states with cell-free DNA methylation

F. ; https://orcid.org/0009-0003-9889-3811 Bachinger, A. ; https://orcid.org/0000-0001-8646-7469 Meissner, H. ; https://orcid.org/0000-0002-0723-4980 Kretzmer, A. ; https://orcid.org/0000-0001-6634-9502 Heß et al.
MPG.PuRe (Max Planck Society)
Epigenetics and DNA Methylation
article

Non-disruptive in vitro monitoring of cellular states with cell-free DNA methylation

F. ; https://orcid.org/0009-0003-9889-3811 Bachinger, A. ; https://orcid.org/0000-0001-8646-7469 Meissner, H. ; https://orcid.org/0000-0002-0723-4980 Kretzmer, A. ; https://orcid.org/0000-0001-6634-9502 Heß, L. ; https://orcid.org/0000-0002-3848-2602 Vallier, A. Kovacsovics
article en

Abstract

Individual CpG methylation signatures characterize each mammalian cell type, thereby offering a powerful readout for clinical and diagnostic applications. Here, we apply this principle to in vitro cellular systems, using cell-free DNA released into the culture medium to track epigenomic responses to small-molecule treatments and bioreactor-based directed differentiation. Coupled with Oxford Nanopore sequencing, our approach enables rapid assessment of global CpG methylation dynamics and enhancer states. This strategy provides a streamlined method that can be readily applied and customized for non-disruptive monitoring of various in vitro screening modalities.

MPG.PuRe (Max Planck Society)
Openalex Percentile: Top 7%
Epigenetics and DNA Methylation
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