HCA Data Explorer

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

Updated January 11, 2024

Extensive, 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 the systematic understanding of human aging. Here, using single-cell RNA/T cell receptor (TCR)/BCR-seq with protein feature barcoding, we profiled 317 samples from 166 healthy individuals aged 25-85 years old. From this, we generated a dataset from ∼2 million cells that described 55 subpopulations of blood immune cells. Twelve subpopulations changed with age, including the accumulation of GZMK+CD8+ T cells and HLA-DR+CD4+ T cells. In contrast to other T cell memory subsets, transcriptionally distinct NKG2C+GZMB-CD8+ T cells counterintuitively decreased with age. Furthermore, we found a concerted age-associated increase in type 2/interleukin (IL)4-expressing memory subpopulations across CD4+ and CD8+ T cell compartments (CCR4+CD8+ Tcm and Th2 CD4+ Tmem), suggesting a systematic functional shift in immune homeostasis with age. Our data yielded unique biological insights into age-associated changes and also provided a resource of exceptional depth in both raw data and in browsable form (Synapse under accession code syn49637038).

Maxim N ArtyomovWashington University School of Medicine in St. Louismartyomov@wustl.edu
Marina Terekhova (Computational Scientist)1
Amanda Swain (Experimental Scientist)1
Pavla Bohacova (Experimental Scientist)1
Ekaterina Aladyeva1
Laura Arthur1
Anwesha Laha1
Denis A Mogilenko2
Samantha Burdess1
Vladimir Sukhov3
Denis Kleverov3
Barbora Echalar1
Petr Tsurinov4
Roman Chernyatchik4
Kamila Husarcikova1
Maxim N Artyomov (Principal Investigator)1
1Washington University School of Medicine in St. Louis
2Washington University School of Medicine in St. Louis; Vanderbilt University Medical Cente
3Washington University School of Medicine in St. Louis; ITMO University
4Washington University School of Medicine in St. Louis; JetBrains Research
Arsenios Chatzigeorgiou

To reference this project, please use the following link:

https://explore.data.humancellatlas.dev.clevercanary.com/projects/896f377c-8e88-463e-82b0-b2a5409d6fe4

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

None

Atlas

None

Analysis Portals

None

Project Label

BloodAge10xArtyomov

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

blood

Organ Part

Unspecified

Selected Cell Types

peripheral blood mononuclear cell

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human adult stage

Library Construction Method

10x 5' v2

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

processed_matrix_generation, raw_matrix_generation

File Format

2 file formats

Cell Count Estimate

1.9M

Donor Count

166
tar.gz10 file(s)xlsx1 file(s)