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Multi-omic identification of perineurial hyperplasia and lipid-associated nerve macrophages in human polyneuropathies

Author

Listed:
  • Michael Heming

    (University Hospital Münster)

  • Anna-Lena Börsch

    (University Hospital Münster)

  • Jolien Wolbert

    (University Hospital Münster)

  • Christian Thomas

    (University Hospital Münster)

  • Anne K. Mausberg

    (University Hospital Essen)

  • Fabian Szepanowski

    (University Hospital Essen)

  • Bianca Eggert

    (University Hospital Essen)

  • I-Na Lu

    (University Hospital Münster)

  • Julia Tietz

    (University Hospital Münster)

  • Finja Dienhart

    (University Hospital Münster)

  • Maja Meschnark

    (University Hospital Münster)

  • Jan-Kolja Strecker

    (University Hospital Schleswig-Holstein)

  • Michael Glatza

    (University Hospital Münster)

  • Carolina Thomas

    (University Hospital Leipzig)

  • Noemi Gmahl

    (University Hospital Münster)

  • Christine Dambietz

    (University Hospital Münster)

  • Michael Müther

    (University Hospital Münster)

  • Anne-Kathrin Uerschels

    (University Hospital Essen)

  • Kathy Keyvani

    (University Hospital Essen)

  • Jens Minnerup

    (University Hospital Schleswig-Holstein)

  • Kathrin Doppler

    (University Hospital Würzburg)

  • Nurcan Üçeyler

    (University Hospital Würzburg)

  • Julieta Aprea

    (Dresden University of Technology)

  • Andreas Dahl

    (Dresden University of Technology)

  • Ruth Stassart

    (University Hospital Leipzig)

  • Robert Fledrich

    (University of Leipzig)

  • Heinz Wiendl

    (University of Freiburg)

  • Claudia Sommer

    (University Hospital Würzburg)

  • Mark Stettner

    (University Hospital Essen)

  • Gerd Meyer zu Hörste

    (University Hospital Münster)

Abstract

Diseases affecting multiple peripheral nerves, termed polyneuropathies (PNPs), are common, mechanistically heterogeneous, and their causes are challenging to identify. Here, we integrated single-nucleus transcriptomics of peripheral nerves from 33 human PNP patients and four controls (365,708 nuclei) with subcellular spatial transcriptomics. We identified nerve cell type markers and uncovered unexpected heterogeneity of perineurial cells. PNPs shared a loss of myelinating and an increase in repair Schwann cells and endoneurial lipid-phagocytizing macrophages. Transcriptional changes affected multiple cells outside of the endoneurium across PNPs, suggesting PNPs as ‘pan-nerve diseases’. Spatially, PNPs—particularly those mediated by autoimmunity—exhibited focal perineurial hyperplasia and increased expression of CXCL14, identified as perineurial cell marker. Multi-omic characterization of human nerve biopsies thus identified novel mechanisms in PNPs with diagnostic potential.

Suggested Citation

  • Michael Heming & Anna-Lena Börsch & Jolien Wolbert & Christian Thomas & Anne K. Mausberg & Fabian Szepanowski & Bianca Eggert & I-Na Lu & Julia Tietz & Finja Dienhart & Maja Meschnark & Jan-Kolja Stre, 2025. "Multi-omic identification of perineurial hyperplasia and lipid-associated nerve macrophages in human polyneuropathies," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-62964-8
    DOI: 10.1038/s41467-025-62964-8
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    1. Peter L. Wang & Aldrin K. Y. Yim & Ki-Wook Kim & Denis Avey & Rafael S. Czepielewski & Marco Colonna & Jeffrey Milbrandt & Gwendalyn J. Randolph, 2020. "Peripheral nerve resident macrophages share tissue-specific programming and features of activated microglia," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    2. Francisco J. Garcia & Na Sun & Hyeseung Lee & Brianna Godlewski & Hansruedi Mathys & Kyriaki Galani & Blake Zhou & Xueqiao Jiang & Ayesha P. Ng & Julio Mantero & Li-Huei Tsai & David A. Bennett & Must, 2022. "Single-cell dissection of the human brain vasculature," Nature, Nature, vol. 603(7903), pages 893-899, March.
    3. Bates, Douglas & Mächler, Martin & Bolker, Ben & Walker, Steve, 2015. "Fitting Linear Mixed-Effects Models Using lme4," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 67(i01).
    4. Amanda Janesick & Robert Shelansky & Andrew D. Gottscho & Florian Wagner & Stephen R. Williams & Morgane Rouault & Ghezal Beliakoff & Carolyn A. Morrison & Michelli F. Oliveira & Jordan T. Sicherman &, 2023. "High resolution mapping of the tumor microenvironment using integrated single-cell, spatial and in situ analysis," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    5. Jordan W. Squair & Matthieu Gautier & Claudia Kathe & Mark A. Anderson & Nicholas D. James & Thomas H. Hutson & Rémi Hudelle & Taha Qaiser & Kaya J. E. Matson & Quentin Barraud & Ariel J. Levine & Gio, 2021. "Confronting false discoveries in single-cell differential expression," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    6. Carolin Beuker & David Schafflick & Jan-Kolja Strecker & Michael Heming & Xiaolin Li & Jolien Wolbert & Antje Schmidt-Pogoda & Christian Thomas & Tanja Kuhlmann & Irene Aranda-Pardos & Noelia A-Gonzal, 2022. "Stroke induces disease-specific myeloid cells in the brain parenchyma and pia," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    7. Daniel Dimitrov & Dénes Türei & Martin Garrido-Rodriguez & Paul L. Burmedi & James S. Nagai & Charlotte Boys & Ricardo O. Ramirez Flores & Hyojin Kim & Bence Szalai & Ivan G. Costa & Alberto Valdeoliv, 2022. "Comparison of methods and resources for cell-cell communication inference from single-cell RNA-Seq data," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
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