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SMAdd-seq: probing chromatin accessibility with small molecule DNA intercalation and nanopore sequencing
Gali Bai1, Namrita Dhillon1, Colette Felton1
1Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Nucleic Acids Research
|July 19, 2025
Summary
We developed small-molecule adduct sequencing (SMAdd-seq) to map DNA accessibility in living cells. This nanopore sequencing method reveals chromatin structure and dynamics with high precision.
Area of Science:
- Genomics
- Epigenetics
- Molecular Biology
Background:
- Current chromatin accessibility studies require purified nuclei and enzymatic treatments, limiting in vivo analysis.
- Existing methods face challenges in profiling native chromatin dynamics and heterogeneity.
Purpose of the Study:
- Introduce a novel nanopore sequencing technique, SMAdd-seq, for direct in vivo chromatin accessibility profiling.
- Develop a computational tool (NEMO) to analyze sequencing data and map chromatin structure.
- Assess the method's performance on both purified nuclei and intact cells.
Main Methods:
- Small-molecule adduct sequencing (SMAdd-seq) using angelicin to label accessible DNA in intact cells or nuclei.
- Nanopore sequencing to detect angelicin-modified DNA via distinct current signals.
- Development and application of a neural network model (NEMO) for modification calling and chromatin analysis.
Main Results:
- SMAdd-seq successfully detected angelicin modifications in DNA using nanopore signals.
- NEMO accurately identified nucleosome occupancy patterns at transcription start sites.
- Observed heterogeneity in chromatin structure at single-molecule and bulk levels.
Conclusions:
- SMAdd-seq enables direct in vivo chromatin labeling and profiling of DNA accessibility.
- The method accurately measures chromatin structure, dynamics, and heterogeneity.
- SMAdd-seq offers a promising approach for studying native chromatin organization in various biological contexts.

