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GSE280895

GSE GEO
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Tissue-resident memory CD8 T Cell Diversity is Spatiotemporally Imprinted

Organism: Mus musculus
Platform: GPL31217
Samples: 17
Experiment Types:
Other
Submitted: Nov 01 2024
Last Updated: Jan 31 2025
Status: Public on Nov 11 2024
Contact: Maximilian,,Heeg (Allen Institute for Immunology)

Relations

BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA1181004

Summary

Tissue-resident memory CD8 T cells (TRM) provide protection from infection at barrier sites. In the small intestine, TRM cells are found in at least two distinct subpopulations: one with higher expression of effector molecules and another with greater memory potential. However, the origins of this diversity remain unknown. We proposed that distinct tissue niches drive TRM phenotypic heterogeneity. To test this, we leveraged spatial transcriptomics of human samples, a murine model of acute systemic viral infection, and a newly established strategy for pooled optically-encoded gene perturbations to profile the location, interaction, and transcriptome of pathogen-specific TRM differentiation at single-transcript resolution. We developed computational approaches to capture cellular locations along three anatomical axes of the small intestine and to visualize the spatiotemporal distribution of cell types and gene expression. Our study reveals that the intestinal architecture’s regionalized signaling supports two distinct TRM cell states: differentiated TRM and progenitor-like TRM cells, located in the upper versus lower villus, respectively. This diversity is mediated by distinct ligand-receptor activities, cytokine gradients, and specialized cellular contacts. Blocking TGFb or Cxcl9/10-sensing by antigen-specific CD8 T cells revealed a model consistent with anatomically delineated early fate specification. Ultimately, our framework for the study of tissue immune networks has revealed that T cell location and functional state are fundamentally intertwined.

Overall Design

Spatial transcriptomics (Xenium) of mouse small intestine at day 6, 8, 30 and 90 after infection with LCMV and adoptive transfer of P14 CD8 T cells. Spatial transcriptomics (Xenium) of uninfected mouse small intestine. Spatial transcriptomics (Xenium) of mouse small intestine at day 7 after infection with LCMV and adoptive transfer of perturbed P14 CD8 T cells. Spatial transcriptomics (MERSCOPE) of mouse small intestine at day 8 after infection with LCMV and adoptive transfer of Tgfbr2 KO or WT P14 T cells. Spatial transcriptomics (Xenium) of human ileum biopsies.

Analysis (7 steps)

View Data Processing
Processing steps for GSE280895
  1. Cell nuclei were segmented using Cellpose 2.0 (Pachitariu et al.
  2. 2022).
  3. Cell boundaries were predicted using the nuclear staining and transcript positions using Baysor (Petukhov et al.
  4. 2021).
  5. Experiments were integrated using scVI (Lopez et al 2018).
  6. Celltypes were assigned manually, and the processed object is stored as an Anndata object in h5ad format containing both metadata and raw gene expression counts (Wolf et al 2018).
  7. Raw detected RNA counts per cell

Supplementary Files (6)

GSE280895_RAW.tar Download
GSE280895_human.h5ad Download
GSE280895_perturb.h5ad Download
GSE280895_tgfb.h5ad Download
GSE280895_timecourse.h5ad Download
GSE280895_uninfected.h5ad Download
GEO Samples (17)

Dataset Citations (1)

Tissue-resident memory CD8 T cell diversity is spatiotemporally imprinted.
PMID 39843748 · 2025 · Nature
Miguel Reina-Campos, Alexander Monell, Amir Ferry, Vida Luna, Kitty P Cheung, Giovanni Galletti, Nicole E Scharping, Kennidy K Takehara, Sara Quon, Peter P Challita, Brigid Boland, Yun Hsuan Lin, William H Wong, Cynthia S Indralingam, Hayley Neadeau, Suzie Alarcón, Gene W Yeo, John T Chang, Maximilian Heeg, Ananda W Goldrath

Linked Publications (2)