IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-37437-5.html
   My bibliography  Save this article

Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers

Author

Listed:
  • Logan Brase

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Shih-Feng You

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Ricardo D’Oliveira Albanus

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Jorge L. Del-Aguila

    (Merck & Co., Inc.)

  • Yaoyi Dai

    (Baylor College of Medicine)

  • Brenna C. Novotny

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Carolina Soriano-Tarraga

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Taitea Dykstra

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Maria Victoria Fernandez

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • John P. Budde

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Kristy Bergmann

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • John C. Morris

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Randall J. Bateman

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Richard J. Perrin

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Eric McDade

    (Washington University School of Medicine in St. Louis)

  • Chengjie Xiong

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Alison M. Goate

    (Icahn School of Medicine at Mount Sinai)

  • Martin Farlow

    (Indiana University School of Medicine)

  • Greg T. Sutherland

    (The University of Sydney)

  • Jonathan Kipnis

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Celeste M. Karch

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

  • Bruno A. Benitez

    (Harvard Medical School)

  • Oscar Harari

    (Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis
    Washington University School of Medicine in St. Louis)

Abstract

Genetic studies of Alzheimer disease (AD) have prioritized variants in genes related to the amyloid cascade, lipid metabolism, and neuroimmune modulation. However, the cell-specific effect of variants in these genes is not fully understood. Here, we perform single-nucleus RNA-sequencing (snRNA-seq) on nearly 300,000 nuclei from the parietal cortex of AD autosomal dominant (APP and PSEN1) and risk-modifying variant (APOE, TREM2 and MS4A) carriers. Within individual cell types, we capture genes commonly dysregulated across variant groups. However, specific transcriptional states are more prevalent within variant carriers. TREM2 oligodendrocytes show a dysregulated autophagy-lysosomal pathway, MS4A microglia have dysregulated complement cascade genes, and APOEε4 inhibitory neurons display signs of ferroptosis. All cell types have enriched states in autosomal dominant carriers. We leverage differential expression and single-nucleus ATAC-seq to map GWAS signals to effector cell types including the NCK2 signal to neurons in addition to the initially proposed microglia. Overall, our results provide insights into the transcriptional diversity resulting from AD genetic architecture and cellular heterogeneity. The data can be explored on the online browser ( http://web.hararilab.org/SNARE/ ).

Suggested Citation

  • Logan Brase & Shih-Feng You & Ricardo D’Oliveira Albanus & Jorge L. Del-Aguila & Yaoyi Dai & Brenna C. Novotny & Carolina Soriano-Tarraga & Taitea Dykstra & Maria Victoria Fernandez & John P. Budde & , 2023. "Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-37437-5
    DOI: 10.1038/s41467-023-37437-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-37437-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-37437-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Hansruedi Mathys & Jose Davila-Velderrain & Zhuyu Peng & Fan Gao & Shahin Mohammadi & Jennie Z. Young & Madhvi Menon & Liang He & Fatema Abdurrob & Xueqiao Jiang & Anthony J. Martorell & Richard M. Ra, 2019. "Author Correction: Single-cell transcriptomic analysis of Alzheimer’s disease," Nature, Nature, vol. 571(7763), pages 1-1, July.
    2. Li-Yan Li & Qian Yang & Yan-Yi Jiang & Wei Yang & Yuan Jiang & Xiang Li & Masaharu Hazawa & Bo Zhou & Guo-Wei Huang & Xiu-E Xu & Sigal Gery & Ying Zhang & Ling-Wen Ding & Allen S. Ho & Zachary S. Zums, 2021. "Interplay and cooperation between SREBF1 and master transcription factors regulate lipid metabolism and tumor-promoting pathways in squamous cancer," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
    3. Michael B. Miller & August Yue Huang & Junho Kim & Zinan Zhou & Samantha L. Kirkham & Eduardo A. Maury & Jennifer S. Ziegenfuss & Hannah C. Reed & Jennifer E. Neil & Lariza Rento & Steven C. Ryu & Cha, 2022. "Somatic genomic changes in single Alzheimer’s disease neurons," Nature, Nature, vol. 604(7907), pages 714-722, April.
    4. Kip D. Zimmerman & Mark A. Espeland & Carl D. Langefeld, 2021. "A practical solution to pseudoreplication bias in single-cell studies," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    5. Sandro Mesquita & Zachary Papadopoulos & Taitea Dykstra & Logan Brase & Fabiana Geraldo Farias & Morgan Wall & Hong Jiang & Chinnappa Dilip Kodira & Kalil Alves Lima & Jasmin Herz & Antoine Louveau & , 2021. "Meningeal lymphatics affect microglia responses and anti-Aβ immunotherapy," Nature, Nature, vol. 593(7858), pages 255-260, May.
    6. Hansruedi Mathys & Jose Davila-Velderrain & Zhuyu Peng & Fan Gao & Shahin Mohammadi & Jennie Z. Young & Madhvi Menon & Liang He & Fatema Abdurrob & Xueqiao Jiang & Anthony J. Martorell & Richard M. Ra, 2019. "Single-cell transcriptomic analysis of Alzheimer’s disease," Nature, Nature, vol. 570(7761), pages 332-337, June.
    7. Marta Olah & Vilas Menon & Naomi Habib & Mariko F. Taga & Yiyi Ma & Christina J. Yung & Maria Cimpean & Anthony Khairallah & Guillermo Coronas-Samano & Roman Sankowski & Dominic Grün & Alexandra A. Kr, 2020. "Single cell RNA sequencing of human microglia uncovers a subset associated with Alzheimer’s disease," Nature Communications, Nature, vol. 11(1), pages 1-18, December.
    8. Gennaro Napolitano & Alessandra Esposito & Heejun Choi & Maria Matarese & Valerio Benedetti & Chiara Di Malta & Jlenia Monfregola & Diego Luis Medina & Jennifer Lippincott-Schwartz & Andrea Ballabio, 2018. "mTOR-dependent phosphorylation controls TFEB nuclear export," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    9. Fran Supek & Matko Bošnjak & Nives Škunca & Tomislav Šmuc, 2011. "REVIGO Summarizes and Visualizes Long Lists of Gene Ontology Terms," PLOS ONE, Public Library of Science, vol. 6(7), pages 1-9, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicola A. Kearns & Artemis Iatrou & Daniel J. Flood & Sashini Tissera & Zachary M. Mullaney & Jishu Xu & Chris Gaiteri & David A. Bennett & Yanling Wang, 2023. "Dissecting the human leptomeninges at single-cell resolution," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    2. Hyun-Sik Yang & Ling Teng & Daniel Kang & Vilas Menon & Tian Ge & Hilary K. Finucane & Aaron P. Schultz & Michael Properzi & Hans-Ulrich Klein & Lori B. Chibnik & Julie A. Schneider & David A. Bennett, 2023. "Cell-type-specific Alzheimer’s disease polygenic risk scores are associated with distinct disease processes in Alzheimer’s disease," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    3. Chang Su & Zichun Xu & Xinning Shan & Biao Cai & Hongyu Zhao & Jingfei Zhang, 2023. "Cell-type-specific co-expression inference from single cell RNA-sequencing data," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    4. Osama Al-Dalahmah & Michael G. Argenziano & Adithya Kannan & Aayushi Mahajan & Julia Furnari & Fahad Paryani & Deborah Boyett & Akshay Save & Nelson Humala & Fatima Khan & Juncheng Li & Hong Lu & Yu S, 2023. "Re-convolving the compositional landscape of primary and recurrent glioblastoma reveals prognostic and targetable tissue states," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    5. Elaine T. Lim & Yingleong Chan & Pepper Dawes & Xiaoge Guo & Serkan Erdin & Derek J. C. Tai & Songlei Liu & Julia M. Reichert & Mannix J. Burns & Ying Kai Chan & Jessica J. Chiang & Katharina Meyer & , 2022. "Orgo-Seq integrates single-cell and bulk transcriptomic data to identify cell type specific-driver genes associated with autism spectrum disorder," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    6. Torben Johann Hausrat & Philipp C. Janiesch & Petra Breiden & David Lutz & Sabine Hoffmeister-Ullerich & Irm Hermans-Borgmeyer & Antonio Virgilio Failla & Matthias Kneussel, 2022. "Disruption of tubulin-alpha4a polyglutamylation prevents aggregation of hyper-phosphorylated tau and microglia activation in mice," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    7. Ying Lei & Mengnan Cheng & Zihao Li & Zhenkun Zhuang & Liang Wu & Yunong sun & Lei Han & Zhihao Huang & Yuzhou Wang & Zifei Wang & Liqin Xu & Yue Yuan & Shang Liu & Taotao Pan & Jiarui Xie & Chuanyu L, 2022. "Spatially resolved gene regulatory and disease-related vulnerability map of the adult Macaque cortex," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    8. Thomas S. Wingo & Yue Liu & Ekaterina S. Gerasimov & Selina M. Vattathil & Meghan E. Wynne & Jiaqi Liu & Adriana Lori & Victor Faundez & David A. Bennett & Nicholas T. Seyfried & Allan I. Levey & Aliz, 2022. "Shared mechanisms across the major psychiatric and neurodegenerative diseases," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    9. Manik Kuchroo & Marcello DiStasio & Eric Song & Eda Calapkulu & Le Zhang & Maryam Ige & Amar H. Sheth & Abdelilah Majdoubi & Madhvi Menon & Alexander Tong & Abhinav Godavarthi & Yu Xing & Scott Gigant, 2023. "Single-cell analysis reveals inflammatory interactions driving macular degeneration," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    10. Nelson Johansen & Hongru Hu & Gerald Quon, 2023. "Projecting RNA measurements onto single cell atlases to extract cell type-specific expression profiles using scProjection," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    11. Hannah Drew Rickner & Lulu Jiang & Rui Hong & Nicholas K. O’Neill & Chromewell A. Mojica & Benjamin J. Snyder & Lushuang Zhang & Dipan Shaw & Maria Medalla & Benjamin Wolozin & Christine S. Cheng, 2022. "Single cell transcriptomic profiling of a neuron-astrocyte assembloid tauopathy model," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    12. Erik Nutma & Nurun Fancy & Maria Weinert & Stergios Tsartsalis & Manuel C. Marzin & Robert C. J. Muirhead & Irene Falk & Marjolein Breur & Joy Bruin & David Hollaus & Robin Pieterman & Jasper Anink & , 2023. "Translocator protein is a marker of activated microglia in rodent models but not human neurodegenerative diseases," Nature Communications, Nature, vol. 14(1), pages 1-25, December.
    13. Zoeb Jiwaji & Sachin S. Tiwari & Rolando X. Avilés-Reyes & Monique Hooley & David Hampton & Megan Torvell & Delinda A. Johnson & Jamie McQueen & Paul Baxter & Kayalvizhi Sabari-Sankar & Jing Qiu & Xin, 2022. "Reactive astrocytes acquire neuroprotective as well as deleterious signatures in response to Tau and Aß pathology," Nature Communications, Nature, vol. 13(1), pages 1-23, December.
    14. Zu-Qiang Liu & Hao Dai & Lu Yao & Wei-Feng Chen & Yun Wang & Li-Yun Ma & Xiao-Qing Li & Sheng-Li Lin & Meng-Jiang He & Ping-Ting Gao & Xin-Yang Liu & Jia-Xin Xu & Xiao-Yue Xu & Ke-Hao Wang & Li Wang &, 2023. "A single-cell transcriptional landscape of immune cells shows disease-specific changes of T cell and macrophage populations in human achalasia," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    15. Jia-Ru Wei & Zhao-Zhe Hao & Chuan Xu & Mengyao Huang & Lei Tang & Nana Xu & Ruifeng Liu & Yuhui Shen & Sarah A. Teichmann & Zhichao Miao & Sheng Liu, 2022. "Identification of visual cortex cell types and species differences using single-cell RNA sequencing," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    16. BaDoi N. Phan & Madelyn H. Ray & Xiangning Xue & Chen Fu & Robert J. Fenster & Stephen J. Kohut & Jack Bergman & Suzanne N. Haber & Kenneth M. McCullough & Madeline K. Fish & Jill R. Glausier & Qiao S, 2024. "Single nuclei transcriptomics in human and non-human primate striatum in opioid use disorder," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    17. Malosree Maitra & Haruka Mitsuhashi & Reza Rahimian & Anjali Chawla & Jennie Yang & Laura M. Fiori & Maria Antonietta Davoli & Kelly Perlman & Zahia Aouabed & Deborah C. Mash & Matthew Suderman & Nagu, 2023. "Cell type specific transcriptomic differences in depression show similar patterns between males and females but implicate distinct cell types and genes," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    18. Juan F. Quintana & Praveena Chandrasegaran & Matthew C. Sinton & Emma M. Briggs & Thomas D. Otto & Rhiannon Heslop & Calum Bentley-Abbot & Colin Loney & Luis de Lecea & Neil A. Mabbott & Annette MacLe, 2022. "Single cell and spatial transcriptomic analyses reveal microglia-plasma cell crosstalk in the brain during Trypanosoma brucei infection," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    19. Shinya Tasaki & Jishu Xu & Denis R. Avey & Lynnaun Johnson & Vladislav A. Petyuk & Robert J. Dawe & David A. Bennett & Yanling Wang & Chris Gaiteri, 2022. "Inferring protein expression changes from mRNA in Alzheimer’s dementia using deep neural networks," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    20. Anna Podleśny-Drabiniok & Gloriia Novikova & Yiyuan Liu & Josefine Dunst & Rose Temizer & Chiara Giannarelli & Samuele Marro & Taras Kreslavsky & Edoardo Marcora & Alison Mary Goate, 2024. "BHLHE40/41 regulate microglia and peripheral macrophage responses associated with Alzheimer’s disease and other disorders of lipid-rich tissues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-37437-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.