The Registry of Open Data on AWS is now available on AWS Data Exchange
All datasets on the Registry of Open Data are now discoverable on AWS Data Exchange alongside 3,000+ existing data products from category-leading data providers across industries. Explore the catalog to find open, free, and commercial data sets. Learn more about AWS Data Exchange

Single-Cell Atlas of Human Blood During Healthy Aging

protein single-cell transcriptomics

Description

Comprehensive, large-scale single-cell profiling of healthy human blood at different ages is one of the critical pending tasks required to establish a framework for systematic understanding of human aging. Here, using single-cell RNA/TCR/BCR-seq with protein feature barcoding (20 antibodies), we profiled 317 samples from 166 healthy individuals aged 25 to 85 years old drawn over 3-year period. Dataset spanning ~2 million cells describes 50 subpopulations of blood immune cells, with 14 subpopulations changing with age, including a novel NKG2C+ CD8 Tcm population that decreases with age. We describe age-associated accumulation of Th2 and HLA-DR+ memory CD4 T cells, CCR4+ CD8 Tcm cells and GZMK+ CD8 Tem cells. We validate key findings using 30-plex spectral cytometry panel. We characterize patterns of antigen receptor clonality across subpopulations of T and B cells and describe their age-dependence. Our work provides novel insights into healthy human aging and unique annotated resource of unprecedented depth.

Update Frequency

Never

License

[CC BY]

Documentation

https://www.synapse.org/#!Synapse:syn49637038/

Managed By

Sage Bionetworks

See all datasets managed by Sage Bionetworks.

Contact

martyomov@wustl.edu

How to Cite

Single-Cell Atlas of Human Blood During Healthy Aging was accessed on DATE from https://registry.opendata.aws/singlecellhumanbloodatlas. Terekhova M, Swain A, Bohacova P, et al. Single-cell atlas of healthy human blood unveils age-related loss of NKG2C+GZMB-CD8+ memory T cells and accumulation of type 2 memory T cells. Immunity. 2023;56(12):2836-2854.e9. doi:10.1016/j.immuni.2023.10.013

Usage Examples

Publications

Resources on AWS

  • Description
    Raw sequencing data (fastq.gz), TCR/BCR clonotype tables (.csv), normalized counts matrix (.rds, .h5ad), UMAP coordinates (.csv), metadata (.csv), cytometry data (.fcs)
    Resource type
    S3 Bucket Controlled Access
    Amazon Resource Name (ARN)
    arn:aws:s3:::single.cell.human.blood.atlas.opendata.sagebase.org
    AWS Region
    us-east-1

Edit this dataset entry on GitHub

Tell us about your project

Home