Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

Advertisement

Nature Communications
  • View all journals
  • Search
  • My Account Login
  • Content Explore content
  • About the journal
  • Publish with us
  • Sign up for alerts
  • RSS feed
  1. nature
  2. nature communications
  3. articles
  4. article
Single-nucleus epigenomic dysregulation unmasks genetic risk-associated neurodegenerative glia states
Download PDF
Download PDF
  • Article
  • Open access
  • Published: 14 May 2026

Single-nucleus epigenomic dysregulation unmasks genetic risk-associated neurodegenerative glia states

  • Xia Han  ORCID: orcid.org/0000-0001-8116-76941,
  • Gregory M. Rosenberg  ORCID: orcid.org/0000-0002-1297-17151,
  • Vivianne M. Kisling1,
  • Tao Zhang1,
  • Chia-Yi Lee  ORCID: orcid.org/0000-0003-4529-71032,
  • Ashvin Ravi3,4,
  • Mikhail Melnik1,
  • Tina Bilousova1,5,
  • Salvatore Spina  ORCID: orcid.org/0000-0003-3570-91436,
  • Alissa L. Nana  ORCID: orcid.org/0000-0003-3474-80446,
  • Lea T. Grinberg  ORCID: orcid.org/0000-0002-6809-06186,7,
  • William W. Seeley  ORCID: orcid.org/0000-0003-1410-20276,7,
  • Karen H. Gylys5,
  • Laura M. Huckins  ORCID: orcid.org/0000-0002-5369-65028,
  • Towfique Raj  ORCID: orcid.org/0000-0002-9355-57043,4,9,10,
  • Kristen J. Brennand  ORCID: orcid.org/0000-0003-0993-59562,3,4,8 &
  • …
  • Jessica E. Rexach  ORCID: orcid.org/0000-0002-4462-72491,11 

Nature Communications (2026) Cite this article

  • 1090 Accesses

  • 13 Altmetric

  • Metrics details

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Dementia
  • Epigenetics
  • Epigenomics
  • Gene regulation

Abstract

The accumulation of abnormal tau protein selectively affects distinct brain regions and specific populations of neurons and glial cells in tau-related dementias, such as Alzheimer’s disease, Pick’s disease and progressive supranuclear palsy. Although the three disorders share the feature of tau protein pathology, the regulatory circuitry of non-coding genetic variants underlying risk-associated cell states remains to be elucidated. Using paired single-nucleus profiling of chromatin accessibility and gene expression across the three conditions, we define cell-type-specific cis-regulatory elements across six cell types and fifty subclasses. Comparing disease-dynamic cis-regulatory elements across three disorders, we find that glia overrepresent disorder-specific gene regulation related to dynamic cellular response to stress. We show that human genetic variants affecting microglial gene regulation converge into distinct and co-regulated modules affecting specific cellular functions. Moreover, polygenic risk modifiers are maximally co-accessible in disorder-specific glial states, modifying distinct pathways such as sphingomyelin regulation in Pick’s disease. Our study informs glial regulators linked to polygenic modifiers of primary tauopathy, establishing modifiable pathways governing resilience.

Similar content being viewed by others

Genetics of the human microglia regulome refines Alzheimer’s disease risk loci

Article 05 August 2022

Genetic analysis of the human microglial transcriptome across brain regions, aging and disease pathologies

Article 06 January 2022

Neuronal and glial 3D chromatin architecture informs the cellular etiology of brain disorders

Article Open access 25 June 2021

Acknowledgements

We thank Christopher Hartl for sharing Cut&Tag data, Lawrence Chen, Mai Yamakawa, Sen Ma for technical support and coding assistance; Connor Webb for human tissue requesting; Chi Pham Tran for help with IHC experiments, and all lab members for valuable discussions and feedback. We thank Plasmidsaurus for bulk RNA sequencing and data processing and the UCLA Molecular Screening Shared Resource (MSSR) for gRNA transduction of iPSCs. We thank Dr. HyoKyeong Cha, Hayley Fernandes and the UCLA Human Stem Cell and Genome Engineering Center for assistance with iPSC quality control. This work was supported by grants from Rainwater Charitable Foundation (J.E.R), NIH (R01 AG075802 [J.E.R. and L.T.G.], R01 RF1NS128800 [J.E.R.], R01AG068030 [K.J.B], RF1AG065926 [K.J.B and T.R.], R01AG050986 [K.J.B], R01ES033630 [K.J.B], R21AG082014 [K.H.G. and T.B.]) and Ono Pharmaceuticals [J.E.R]. Epigenome Technologies is supported by NIH grant R44AG07969102, which supported the generation of the CUT&Tag dataset used in this study. Institutes of Health (P01AG002132: D.R.S. and Dr. W.F.D). The UCSF Neurodegenerative Disease Brain Bank receives funding support from NIH grants P30AG062422, P01AG019724, U01AG057195, and U19AG063911, as well as the Rainwater Charitable Foundation and the Bluefield Project to Cure FTD.

Author information

Authors and Affiliations

  1. Program in Neurogenetics, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA

    Xia Han, Gregory M. Rosenberg, Vivianne M. Kisling, Tao Zhang, Mikhail Melnik, Tina Bilousova & Jessica E. Rexach

  2. Department of Genetics, Wu Tsai Institute, Yale University School of Medicine, New Haven, CT, USA

    Chia-Yi Lee & Kristen J. Brennand

  3. Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA

    Ashvin Ravi, Towfique Raj & Kristen J. Brennand

  4. Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA

    Ashvin Ravi, Towfique Raj & Kristen J. Brennand

  5. Department of Physiological Nursing, School of Nursing, University of California, San Francisco, San Francisco, CA, USA

    Tina Bilousova & Karen H. Gylys

  6. Department of Neurology, Fein Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA

    Salvatore Spina, Alissa L. Nana, Lea T. Grinberg & William W. Seeley

  7. Department of Pathology, University of California, San Francisco, San Francisco, CA, USA

    Lea T. Grinberg & William W. Seeley

  8. Department of Psychiatry, Division of Molecular Psychiatry, Yale University School of Medicine, New Haven, CT, USA

    Laura M. Huckins & Kristen J. Brennand

  9. Ronald M. Loeb Center for Alzheimer’s Disease, Icahn School of Medicine at Mount Sinai, New York, NY, USA

    Towfique Raj

  10. Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA

    Towfique Raj

  11. Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA

    Jessica E. Rexach

Authors
  1. Xia Han
    View author publications

    Search author on:PubMed Google Scholar

  2. Gregory M. Rosenberg
    View author publications

    Search author on:PubMed Google Scholar

  3. Vivianne M. Kisling
    View author publications

    Search author on:PubMed Google Scholar

  4. Tao Zhang
    View author publications

    Search author on:PubMed Google Scholar

  5. Chia-Yi Lee
    View author publications

    Search author on:PubMed Google Scholar

  6. Ashvin Ravi
    View author publications

    Search author on:PubMed Google Scholar

  7. Mikhail Melnik
    View author publications

    Search author on:PubMed Google Scholar

  8. Tina Bilousova
    View author publications

    Search author on:PubMed Google Scholar

  9. Salvatore Spina
    View author publications

    Search author on:PubMed Google Scholar

  10. Alissa L. Nana
    View author publications

    Search author on:PubMed Google Scholar

  11. Lea T. Grinberg
    View author publications

    Search author on:PubMed Google Scholar

  12. William W. Seeley
    View author publications

    Search author on:PubMed Google Scholar

  13. Karen H. Gylys
    View author publications

    Search author on:PubMed Google Scholar

  14. Laura M. Huckins
    View author publications

    Search author on:PubMed Google Scholar

  15. Towfique Raj
    View author publications

    Search author on:PubMed Google Scholar

  16. Kristen J. Brennand
    View author publications

    Search author on:PubMed Google Scholar

  17. Jessica E. Rexach
    View author publications

    Search author on:PubMed Google Scholar

Corresponding author

Correspondence to Jessica E. Rexach.

Ethics declarations

Competing interests

Dr. Seeley serves as a paid consultant for Lyterian Therapeutics and Trace Neuroscience. The other authors declare they have no competing interests.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information (download PDF )

Supplementary Data 1-17 (download XLSX )

Reporting Summary (download PDF )

Transparent Peer Review file (download PDF )

Source data

Source Data (download XLSX )

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Han, X., Rosenberg, G.M., Kisling, V.M. et al. Single-nucleus epigenomic dysregulation unmasks genetic risk-associated neurodegenerative glia states. Nat Commun (2026). https://doi.org/10.1038/s41467-026-73007-1

Download citation

  • Received: 06 June 2025

  • Accepted: 23 April 2026

  • Published: 14 May 2026

  • DOI: https://doi.org/10.1038/s41467-026-73007-1

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

Download PDF

Advertisement

Explore content

  • Research articles
  • Reviews & Analysis
  • News & Comment
  • Videos
  • Collections
  • Subjects
  • Follow us on Facebook
  • Follow us on X
  • Sign up for alerts
  • RSS feed

About the journal

  • Aims & Scope
  • Editors
  • Journal Information
  • Open Access Fees and Funding
  • Calls for Papers
  • Editorial Values Statement
  • Journal Metrics
  • Editors' Highlights
  • Contact
  • Editorial policies
  • Top Articles

Publish with us

  • For authors
  • For Reviewers
  • Language editing services
  • Open access funding
  • Submit manuscript

Search

Advanced search

Quick links

  • Explore articles by subject
  • Find a job
  • Guide to authors
  • Editorial policies

Nature Communications (Nat Commun)

ISSN 2041-1723 (online)

nature.com footer links

About Nature Portfolio

  • About us
  • Press releases
  • Press office
  • Contact us

Discover content

  • Journals A-Z
  • Articles by subject
  • protocols.io
  • Nature Index

Publishing policies

  • Nature portfolio policies
  • Open access

Author & Researcher services

  • Reprints & permissions
  • Research data
  • Language editing
  • Scientific editing
  • Nature Masterclasses
  • Research Solutions

Libraries & institutions

  • Librarian service & tools
  • Librarian portal
  • Open research
  • Recommend to library

Advertising & partnerships

  • Advertising
  • Partnerships & Services
  • Media kits
  • Branded content

Professional development

  • Nature Awards
  • Nature Careers
  • Nature Conferences

Regional websites

  • Nature Africa
  • Nature China
  • Nature India
  • Nature Japan
  • Nature Middle East
  • Privacy Policy
  • Use of cookies
  • Legal notice
  • Accessibility statement
  • Terms & Conditions
  • Your US state privacy rights
Springer Nature

© 2026 Springer Nature Limited

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing