Evidence map›Paper›PMID 41339527›Full record

ArticleNature biotechnology2025

Mapping single-cell diploid chromatin fiber architectures using DAF-seq.

Elliott G Swanson, Yizi Mao, Benjamin J Mallory, Mitchell R Vollger, Stephanie C Bohaczuk, Christopher B Oliveira, Daniel B Lyon, Jane Ranchalis, Nancy L Parmalee, Barak A Cohen and 2 more

Abstract read
In one paragraph

Article in Nature biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Synthetic Regulatory Genomics.Annual review of genomics and human genetics · 2026
    Review
  4. Article
  5. Article
  6. Article
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

12 authors.

Elliott G Swanson *Department of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA.ORCID http://orcid.org/0000-0002-0351-6446
Yizi Mao *Division of Medical Genetics, University of Washington School of Medicine, Seattle, WA, USA.ORCID http://orcid.org/0000-0001-5743-6831
Benjamin J MalloryDepartment of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA.ORCID http://orcid.org/0000-0003-1572-6181
Mitchell R VollgerDivision of Medical Genetics, University of Washington School of Medicine, Seattle, WA, USA.ORCID http://orcid.org/0000-0002-8651-1615
Stephanie C BohaczukDivision of Medical Genetics, University of Washington School of Medicine, Seattle, WA, USA.ORCID http://orcid.org/0000-0001-8802-6579
Christopher B OliveiraDepartment of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA.ORCID http://orcid.org/0000-0003-0834-3625
Daniel B LyonThe Edison Family Center for Genome Sciences and Systems Biology, School of Medicine, Washington University in St. Louis, Saint Louis, MO, USA.
Jane RanchalisDivision of Medical Genetics, University of Washington School of Medicine, Seattle, WA, USA.
Nancy L ParmaleeCenter for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, WA, USA.
Barak A CohenThe Edison Family Center for Genome Sciences and Systems Biology, School of Medicine, Washington University in St. Louis, Saint Louis, MO, USA.ORCID http://orcid.org/0000-0002-3350-2715
James T BennettCenter for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, WA, USA.ORCID http://orcid.org/0000-0003-2843-5594
Andrew B StergachisDepartment of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA. absterga@uw.edu.ORCID http://orcid.org/0000-0002-1299-3674

Funding

University of Washington Alzheimer's Disease Research CenterP30AG066509 · NIA · UNIVERSITY OF WASHINGTON · PI ALI SHOJAIE · 2020 to 2026
$29.0M
INTERDISCIPLINARY TRAINING IN GENOMIC SCIENCEST32HG000035 · NHGRI · UNIVERSITY OF WASHINGTON · PI Bruce Colston Trapnell · 1995 to 2026
$24.2M
Somatic Mosaicism across Human Tissues Program: Genome Characterization Centers (GCC SMaHT)UM1DA058220 · NIDA · SEATTLE CHILDREN'S HOSPITAL · PI JAMES T BENNETT, Evan Eichler · 2023 to 2026
$15.2M
Medical Genetics Training GrantT32GM007454 · NIGMS · UNIVERSITY OF WASHINGTON · PI Gail Pairitz Jarvik, Andrew Ben Stergachis · 1985 to 2026
$6.9M
Investigating the contribution of non-coding genetic variation to rare disordersDP5OD029630 · OD · UNIVERSITY OF WASHINGTON · PI STERGACHIS, ANDREW BEN · 2020 to 2024
$1.9M
The regulatory landscape of segmentally duplicated genes: Implications for human evolution and diseaseK99GM155552 · NIGMS · UNIVERSITY OF WASHINGTON · PI VOLLGER, MITCHELL R. · 2024 to 2025
$160k
NHGRI NIH HHS T32 HG000035NIA NIH HHS P30 AG066509NIDA NIH HHS UM1 DA058220NIGMS NIH HHS K99 GM155552NIGMS NIH HHS T32 GM007454NIH HHS DP5 OD029630U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) 1DP5OD029630U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) T32HG000035U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) 1K99GM155552U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) 2T32GM007454U.S. Department of Health & Human Services | NIH | National Institute on Aging (U.S. National Institute on Aging) P30AG066509U.S. Department of Health & Human Services | NIH | NIH Office of the Director (OD) UM1DA058220
6 · The paper itself

Abstract

Gene regulation is orchestrated by the co-binding of proteins along chromosome-length chromatin fibers within single cells, yet the heterogeneity of this occupancy between haplotypes and cells remains poorly resolved in diploid organisms. Here we present Deaminase-Assisted single-molecule chromatin Fiber sequencing (DAF-seq), which enables single-molecule footprinting at near-nucleotide resolution while synchronously profiling single-molecule chromatin states and DNA sequence. DAF-seq illuminates cooperative protein occupancy at individual regulatory elements and resolves the functional impact of somatic variants and rare chromatin epialleles. Single-cell DAF-seq (scDAF-seq) generates chromosome-length protein co-occupancy maps across 99% of each individual cell's mappable genome. scDAF-seq uncovers extensive chromatin plasticity both within and between single diploid cells, with chromatin actuation diverging by 61% between haplotypes within a cell, and 63% between cells. Moreover, we find that regulatory elements are preferentially co-actuated along the same fiber in a distance-dependent manner that mirrors cohesin-mediated loops. Overall, DAF-seq enables the characterization of protein occupancy across entire chromosomes with single-nucleotide, single-molecule, single-haplotype and single-cell precision.

Identifiers

PMID41339527
PMCPMC13063407

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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.