Evidence map›Paper›PMID 40682816›Full record

ArticleNucleic acids research2025

SMAdd-seq: probing chromatin accessibility with small molecule DNA intercalation and nanopore sequencing.

Gali Bai, Namrita Dhillon, Colette Felton, Brett Meissner, Brandon Saint-John, Robert Shelansky, Elliot Meyerson, Eva Hrabeta-Robinson, Babak Hodjat, Hinrich Boeger and 1 more

Abstract read
In one paragraph

Article in Nucleic acids research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Gali BaiDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.ORCID 0000-0003-4488-5499
Namrita DhillonDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Colette FeltonDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Brett MeissnerDepartment of Molecular, Cell, and Developmental Biology, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Brandon Saint-JohnDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Robert ShelanskyDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Elliot MeyersonCognizant AI Lab, San Francisco, CA 94105, United States.
Eva Hrabeta-RobinsonDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Babak HodjatCognizant AI Lab, San Francisco, CA 94105, United States.
Hinrich BoegerDepartment of Molecular, Cell, and Developmental Biology, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.
Angela N BrooksDepartment of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, United States.ORCID 0000-0002-7898-3073

Funding

Novel approaches to improve comprehensive profiling of the epigenome and epitranscriptomeR35GM138122 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI Angela Norie Brooks · 2020 to 2026
$2.8M
UC Santa Cruz Training Program In Genomic SciencesT32HG008345 · NHGRI · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI BROOKS, ANGELA NORIE, GREEN, RICHARD EDWARD · 2015 to 2020
$1.4M
National Science Foundation 2111763 to H.B.NHGRI NIH HHS T32 HG008345NIGMS NIH HHS R35 GM138122NIH HHS R35GM138122NIH HHS T32HG008345
6 · The paper itself

Abstract

Studies of in vivo chromatin organization have relied on the accessibility of the underlying DNA to nucleases or methyltransferases, which is limited by their requirement for purified nuclei and enzymatic treatment. Here, we introduce a nanopore-based sequencing technique called small-molecule adduct sequencing (SMAdd-seq), where we profile chromatin accessibility by treating nuclei or intact cells with a small molecule, angelicin. Angelicin preferentially forms photoadducts with thymine bases in linker DNA, thereby labeling accessible DNA regions. By applying SMAdd-seq in Saccharomyces cerevisiae, we demonstrate that angelicin-modified DNA can be detected by its distinct nanopore current signals. To systematically identify angelicin modifications and analyze chromatin structure, we developed a neural network model, NEural network for mapping MOdifications in nanopore long-reads (NEMO). NEMO accurately called expected nucleosome occupancy patterns near transcription start sites at both bulk and single-molecule levels. We observe heterogeneity in chromatin structure and identify clusters of single-molecule reads with varying configurations at specific yeast loci. Furthermore, SMAdd-seq performs equivalently on purified yeast nuclei and intact cells, indicating the promise of this method for in vivo chromatin labeling on long single molecules to measure native chromatin dynamics and heterogeneity.

Indexed as

ChromatinDNANanopore SequencingSequence Analysis, DNAIntercalating AgentsNucleosomesPeryleneSaccharomyces cerevisiaeChromatinDNAIntercalating AgentsNucleosomesPerylene

Identifiers

PMID40682816
PMCPMC12276009

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.