IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-43132-2.html
   My bibliography  Save this article

Cell-type-specific Alzheimer’s disease polygenic risk scores are associated with distinct disease processes in Alzheimer’s disease

Author

Listed:
  • Hyun-Sik Yang

    (Brigham and Women’s Hospital
    Massachusetts General Hospital
    Harvard Medical School
    Broad Institute of MIT and Harvard)

  • Ling Teng

    (Brigham and Women’s Hospital
    Broad Institute of MIT and Harvard)

  • Daniel Kang

    (Massachusetts General Hospital)

  • Vilas Menon

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Tian Ge

    (Harvard Medical School
    Broad Institute of MIT and Harvard
    Center for Genomic Medicine, Massachusetts General Hospital
    Massachusetts General Hospital)

  • Hilary K. Finucane

    (Harvard Medical School
    Broad Institute of MIT and Harvard
    Massachusetts General Hospital)

  • Aaron P. Schultz

    (Massachusetts General Hospital
    Harvard Medical School)

  • Michael Properzi

    (Massachusetts General Hospital)

  • Hans-Ulrich Klein

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Lori B. Chibnik

    (Massachusetts General Hospital
    Broad Institute of MIT and Harvard
    Harvard T.H. Chan School of Public Health)

  • Julie A. Schneider

    (Rush University Medical Center)

  • David A. Bennett

    (Rush University Medical Center)

  • Timothy J. Hohman

    (Vanderbilt University Medical Center)

  • Richard P. Mayeux

    (Columbia University Irving Medical Center)

  • Keith A. Johnson

    (Brigham and Women’s Hospital
    Massachusetts General Hospital
    Harvard Medical School
    Massachusetts General Hospital)

  • Philip L. Jager

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Reisa A. Sperling

    (Brigham and Women’s Hospital
    Massachusetts General Hospital
    Harvard Medical School)

Abstract

Many of the Alzheimer’s disease (AD) risk genes are specifically expressed in microglia and astrocytes, but how and when the genetic risk localizing to these cell types contributes to AD pathophysiology remains unclear. Here, we derive cell-type-specific AD polygenic risk scores (ADPRS) from two extensively characterized datasets and uncover the impact of cell-type-specific genetic risk on AD endophenotypes. In an autopsy dataset spanning all stages of AD (n = 1457), the astrocytic ADPRS affected diffuse and neuritic plaques (amyloid-β), while microglial ADPRS affected neuritic plaques, microglial activation, neurofibrillary tangles (tau), and cognitive decline. In an independent neuroimaging dataset of cognitively unimpaired elderly (n = 2921), astrocytic ADPRS was associated with amyloid-β, and microglial ADPRS was associated with amyloid-β and tau, connecting cell-type-specific genetic risk with AD pathology even before symptom onset. Together, our study provides human genetic evidence implicating multiple glial cell types in AD pathophysiology, starting from the preclinical stage.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-43132-2
    DOI: 10.1038/s41467-023-43132-2
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-43132-2
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-43132-2?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. Andrew C. Yang & Ryan T. Vest & Fabian Kern & Davis P. Lee & Maayan Agam & Christina A. Maat & Patricia M. Losada & Michelle B. Chen & Nicholas Schaum & Nathalie Khoury & Angus Toland & Kruti Calcutta, 2022. "A human brain vascular atlas reveals diverse mediators of Alzheimer’s risk," Nature, Nature, vol. 603(7903), pages 885-892, March.
    2. 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.
    3. 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.
    4. Daniel Felsky & Tina Roostaei & Kwangsik Nho & Shannon L. Risacher & Elizabeth M. Bradshaw & Vlad Petyuk & Julie A. Schneider & Andrew Saykin & David A. Bennett & Philip L. De Jager, 2019. "Neuropathological correlates and genetic architecture of microglial activation in elderly human brain," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    5. Shane A. Liddelow & Kevin A. Guttenplan & Laura E. Clarke & Frederick C. Bennett & Christopher J. Bohlen & Lucas Schirmer & Mariko L. Bennett & Alexandra E. Münch & Won-Suk Chung & Todd C. Peterson & , 2017. "Neurotoxic reactive astrocytes are induced by activated microglia," Nature, Nature, vol. 541(7638), pages 481-487, January.
    6. Tingley, Dustin & Yamamoto, Teppei & Hirose, Kentaro & Keele, Luke & Imai, Kosuke, 2014. "mediation: R Package for Causal Mediation Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 59(i05).
    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. Cankun Wang & Diana Acosta & Megan McNutt & Jiang Bian & Anjun Ma & Hongjun Fu & Qin Ma, 2024. "A single-cell and spatial RNA-seq database for Alzheimer’s disease (ssREAD)," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    2. 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.
    3. Özkan İş & Xue Wang & Joseph S. Reddy & Yuhao Min & Elanur Yilmaz & Prabesh Bhattarai & Tulsi Patel & Jeremiah Bergman & Zachary Quicksall & Michael G. Heckman & Frederick Q. Tutor-New & Birsen Can De, 2024. "Gliovascular transcriptional perturbations in Alzheimer’s disease reveal molecular mechanisms of blood brain barrier dysfunction," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Alicia Bedolla & Elliot Wegman & Max Weed & Messiyah K. Stevens & Kierra Ware & Aditi Paranjpe & Anastasia Alkhimovitch & Igal Ifergan & Aleksandr Taranov & Joshua D. Peter & Rosa Maria Salazar Gonzal, 2024. "Adult microglial TGFβ1 is required for microglia homeostasis via an autocrine mechanism to maintain cognitive function in mice," Nature Communications, Nature, vol. 15(1), pages 1-25, December.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.

    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_s41467-023-43132-2. 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.