Multimodal profiling reveals tissue-directed signatures of human immune cells altered with age

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Updated August 22, 2025

The immune system comprises multiple cell lineages and heterogeneous subsets found in blood and tissues throughout the body. While human immune responses differ between sites and over age, the underlying sources of variation remain unclear as most studies are limited to peripheral blood. Here, we took a systems approach to comprehensively profile RNA and surface protein expression of over 1.25 million immune cells isolated from blood, lymphoid organs, and mucosal tissues of 24 organ donors aged 20-75 years. We applied a multimodal classifier to annotate the major immune cell lineages (T cells, B cells, innate lymphoid cells, and myeloid cells) and their corresponding subsets across the body, and integrated differential expression analysis with probabilistic modeling to define bases for immune variations across donors, tissues, and age. We identified dominant tissue-specific effects on immune cell composition and function across lineages for lymph nodes, intestines, and lungs. Age-associated effects were manifested in specific lineages and for certain sites as revealed by macrophages in mucosal sites, B cells in lymphoid organs, and specific T and NK cell subsets across blood and tissues. Our results reveal tissue-specific signatures of immune homeostasis throughout the body, providing a molecular basis for immune variation from which to define immune pathologies across the human lifespan.

Nir YosefWeizmann institute of Sciencenir.yosef@weizmann.ac.il
Peter SimsColumbia Universitypas2182@columbia.edu
Sarah TeichmannWellcome Sanger Institutest9@sanger.ac.uk
Joanne JonesUniversity of Cambridgejls53@medschl.cam.ac.uk
Donna FarberColumbia Universitydf2396@cumc.columbia.edu
Steven Wells1
Daniel Rainbow2
Michal Mark3
Peter Szabo1
Can Ergen4
Ana Raquel Maceiras5
Daniel Caron1
Elior Rahmani4
Eli Benuck3
Valeh Valiollah Pour Amiri4
David Chen1
Allon Wagner4
Sarah Howlett2
Lorna Jarvis2
Karen Ellis2
Masaru Kubota1
Rei Matsumoto1
Krishnaa Mahbubani2
Kouresh Saeb-Parsy2
Cecilia Dominguez-Conde5
Laura Richardson5
Chuan Xu5
Shuang Li5
Lira Mamanova5
Liam Bolt5
Alicja Wilk5
Nir Yosef3
Peter Sims1
Sarah Teichmann5
Joanne Jones2
Donna Farber1
1Columbia University
2University of Cambridge
3Weizmann institute of Science
4University of California, Berkeley
5Wellcome Sanger Institute
None

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/6179c38c-9987-4e7c-a4bb-d34cf33a3c3f

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.

1.https://cellxgene.cziscience.com/collections/cc431242-35ea-41e1-a100-41e0dec2665b
GEO Series Accessions:
INSDC Study Accessions:
INSDC Project Accessions:

Atlas

None

Analysis Portals

None

Project Label

Multimodalprofilingrevealstissue-directedsignature

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

11 anatomical entities

Organ Part

15 organ parts

Selected Cell Types

11 cell types

Disease Status (Specimen)

Unspecified

Disease Status (Donor)

Unspecified

Development Stage

17 development stages

Library Construction Method

8 library construction methods

Nucleic Acid Source

single cell

Paired End

false

File Format

fastq

Cell Count Estimate

Unspecified

Donor Count

24
fastq5,897 file(s)
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