← All datasets

GSE147081

GSE GEO
View on GEO Export SRA CSV

Single Cell RNA-Seq of CD8+ T cell subsets responding to tumor

Organism: Mus musculus
Platform: GPL21103
Samples: 4
Experiment Types:
Expression profiling by high throughput sequencing
Submitted: Mar 16 2020
Last Updated: Jul 15 2020
Status: Public on Apr 15 2020
Contact: Ananda,,Goldrath (UCSD)

Relations

SubSeries of: GSE147502 BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA612897 SRA: https://www.ncbi.nlm.nih.gov/sra?term=SRP253013

Summary

Tissue-resident memory CD8+ T cells (Trm) provide host protection through continuous surveillance of non-lymphoid tissues. While the relevance of Trm in diverse diseases ranging from infection to cancer is appreciated, the development and functional heterogeneity of Trm remain poorly understood. Using single-cell RNA-sequencing (scRNA-seq) and genetic reporter mice, we identified discrete lineages of intestinal antigen-specific CD8+ T cells, including a Blimp1hiId3lo tissue-resident effector cell population most prominent in the early phase of acute viral and bacterial infections, and a molecularly distinct Blimp1loId3hi tissue-resident memory population that subsequently accumulated at later infection timepoints. These distinct Trm populations where characterized by unique transcriptional programs including differential roles for transcriptional regulators Blimp1, T-bet, Id2, and Id3 in supporting and maintaining intestinal Trm heterogeneity during infection. Extending our analysis to malignant tissue, we also identified discrete populations of effector-like and memory-like CD8+ T cell populations with tissue-resident gene-expression signatures within tumors that shared features of terminally-exhausted and progenitor-exhausted T cells, respectively. Clarification of CD8+ T cell ontogeny and heterogeneity in non-lymphoid tissues holds broad implications for enhancing vaccination and immunotherapy approaches.

Overall Design

16 samples, 2 replicates each, Single cell RNA sequencing was performed on CD8 T cells isolated from the spleen or B16 tumors at 1 timepoint

Analysis (5 steps)

View Data Processing
Processing steps for GSE147081
  1. data were processed by cellranger 2.1.0 with default parameter, using mm10 as reference.
  2. Raw cell-reads were then loaded to R using the cellrangerRkit package.
  3. The scRNA-seq dataset was then further filtered based on gene numbers and mitochondria gene counts tototal counts ratio.
  4. Only cells with > 400 genes,UMI > 0,and 0.5% ~ 20% of their UMIs mappingto mitochondria genes were kept for downstream analysis.
  5. For the scRNA-seq, the first 16 bp of R1 is the cell barcode and the next 10bp (17-26bp) is the UMI.

Supplementary Files (1)

GSE147081_RAW.tar Download
GEO Samples (4)

Dataset Citations (1)

Heterogenous Populations of Tissue-Resident CD8<sup>+</sup> T Cells Are Generated in Response to Infection and Malignancy.
PMID 32433949 · 2020 · Immunity
J Justin Milner, Clara Toma, Zhaoren He, Nadia S Kurd, Quynh P Nguyen, Bryan McDonald, Lauren Quezada, Christella E Widjaja, Deborah A Witherden, John T Crowl, Laura A Shaw, Gene W Yeo, John T Chang, Kyla D Omilusik, Ananda W Goldrath

SRA Experiments (4) and Runs (16)

Total: 17860 MB
SRX7922359 SRP253013 RNA-Seq PAIRED
GSM4416530: B16_Spleen3_1; Mus musculus; RNA-Seq
Sample: SRS6327864
BioProject: PRJNA612897
BioSample: SAMN14387588
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Mus musculus
Sample attributes
source_name: Spleen CD8+ T cell
time point: Cells sorted out at D15
tissue: spleen
cell subtype surface markers: CD45+ CD3+ CD8+
cell subtype: CD8 T cells
Original files (1)
Spleen CD8+ T cell
Runs (4)
Run Spots Bases Size (MB) Files Link
SRR11318011 14376006 1811376756 906.53 TIL-Try3Spleen1_S10_L005_R1_001.fastq.gz, TIL-Try3Spleen1_S10_L005_R2… SRA
SRR11318012 5876605 740452230 382.34 TIL-Try3Spleen1_S11_L005_R1_001.fastq.gz, TIL-Try3Spleen1_S11_L005_R2… SRA
SRR11318013 20639171 2600535546 1281.38 TIL-Try3Spleen1_S12_L005_R1_001.fastq.gz, TIL-Try3Spleen1_S12_L005_R2… SRA
SRR11318014 22854589 2879678214 1431.49 TIL-Try3Spleen1_S9_L005_R1_001.fastq.gz, TIL-Try3Spleen1_S9_L005_R2_0… SRA
SRX7922360 SRP253013 RNA-Seq PAIRED
GSM4416531: B16_Spleen3_2; Mus musculus; RNA-Seq
Sample: SRS6327865
BioProject: PRJNA612897
BioSample: SAMN14387587
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Mus musculus
Sample attributes
source_name: Spleen CD8+ T cell
time point: Cells sorted out at D15
tissue: spleen
cell subtype surface markers: CD45+ CD3+ CD8+
cell subtype: CD8 T cells
Original files (1)
Spleen CD8+ T cell
Runs (4)
Run Spots Bases Size (MB) Files Link
SRR11318015 22261106 2804899356 1376.83 TIL-Try3Spleen2_S13_L005_R1_001.fastq.gz, TIL-Try3Spleen2_S13_L005_R2… SRA
SRR11318016 14530982 1830903732 901.44 TIL-Try3Spleen2_S14_L005_R1_001.fastq.gz, TIL-Try3Spleen2_S14_L005_R2… SRA
SRR11318017 18573594 2340272844 1196.17 TIL-Try3Spleen2_S15_L005_R1_001.fastq.gz, TIL-Try3Spleen2_S15_L005_R2… SRA
SRR11318018 13195610 1662646860 843.78 TIL-Try3Spleen2_S16_L005_R1_001.fastq.gz, TIL-Try3Spleen2_S16_L005_R2… SRA
SRX7922361 SRP253013 RNA-Seq PAIRED
GSM4416532: B16_TIL3_1; Mus musculus; RNA-Seq
Sample: SRS6327866
BioProject: PRJNA612897
BioSample: SAMN14387586
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Mus musculus
Sample attributes
source_name: B16 Tumor CD8+ T cell
time point: Cells sorted out at D15
tissue: tumor
cell subtype surface markers: CD45+ CD3+ CD8+
cell subtype: CD8 T cells
Original files (1)
B16 Tumor CD8+ T cell
Runs (4)
Run Spots Bases Size (MB) Files Link
SRR11318019 18292674 2304876924 1185.73 TIL-Try3TIL1_S1_L005_R1_001.fastq.gz, TIL-Try3TIL1_S1_L005_R2_001.fas… SRA
SRR11318020 13531214 1704932964 836.44 TIL-Try3TIL1_S2_L005_R1_001.fastq.gz, TIL-Try3TIL1_S2_L005_R2_001.fas… SRA
SRR11318021 23054098 2904816348 1475.89 TIL-Try3TIL1_S3_L005_R1_001.fastq.gz, TIL-Try3TIL1_S3_L005_R2_001.fas… SRA
SRR11318022 16085781 2026808406 970.71 TIL-Try3TIL1_S4_L005_R1_001.fastq.gz, TIL-Try3TIL1_S4_L005_R2_001.fas… SRA
SRX7922362 SRP253013 RNA-Seq PAIRED
GSM4416533: B16_TIL3_2; Mus musculus; RNA-Seq
Sample: SRS6327867
BioProject: PRJNA612897
BioSample: SAMN14387585
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Mus musculus
Sample attributes
source_name: B16 Tumor CD8+ T cell
time point: Cells sorted out at D15
tissue: tumor
cell subtype surface markers: CD45+ CD3+ CD8+
cell subtype: CD8 T cells
Original files (1)
B16 Tumor CD8+ T cell
Runs (4)
Run Spots Bases Size (MB) Files Link
SRR11318023 19198320 2418988320 1227.12 TIL-Try3TIL2_S5_L005_R1_001.fastq.gz, TIL-Try3TIL2_S5_L005_R2_001.fas… SRA
SRR11318024 25685349 3236353974 1603.55 TIL-Try3TIL2_S6_L005_R1_001.fastq.gz, TIL-Try3TIL2_S6_L005_R2_001.fas… SRA
SRR11318025 22183974 2795180724 1364.76 TIL-Try3TIL2_S7_L005_R1_001.fastq.gz, TIL-Try3TIL2_S7_L005_R2_001.fas… SRA
SRR11318026 13804064 1739312064 875.58 TIL-Try3TIL2_S8_L005_R1_001.fastq.gz, TIL-Try3TIL2_S8_L005_R2_001.fas… SRA

Linked Publications (1)

Data Files (16)

Accession File Name Stored Type Output Type Mapping Assembly Size Download
TIL-Try3Spleen1_S10_L005_R1_001.fastq.gz RNA-Seq 906.5 MB link
TIL-Try3Spleen1_S11_L005_R1_001.fastq.gz RNA-Seq 382.3 MB link
TIL-Try3Spleen1_S12_L005_R1_001.fastq.gz RNA-Seq 1.3 GB link
TIL-Try3Spleen1_S9_L005_R1_001.fastq.gz RNA-Seq 1.4 GB link
TIL-Try3Spleen2_S13_L005_R1_001.fastq.gz RNA-Seq 1.3 GB link
TIL-Try3Spleen2_S14_L005_R1_001.fastq.gz RNA-Seq 901.4 MB link
TIL-Try3Spleen2_S15_L005_R1_001.fastq.gz RNA-Seq 1.2 GB link
TIL-Try3Spleen2_S16_L005_R1_001.fastq.gz RNA-Seq 843.8 MB link
TIL-Try3TIL1_S1_L005_R1_001.fastq.gz RNA-Seq 1.2 GB link
TIL-Try3TIL1_S2_L005_R1_001.fastq.gz RNA-Seq 836.4 MB link
TIL-Try3TIL1_S3_L005_R1_001.fastq.gz RNA-Seq 1.4 GB link
TIL-Try3TIL1_S4_L005_R1_001.fastq.gz RNA-Seq 970.7 MB link
TIL-Try3TIL2_S5_L005_R1_001.fastq.gz RNA-Seq 1.2 GB link
TIL-Try3TIL2_S6_L005_R1_001.fastq.gz RNA-Seq 1.6 GB link
TIL-Try3TIL2_S7_L005_R1_001.fastq.gz RNA-Seq 1.3 GB link
TIL-Try3TIL2_S8_L005_R1_001.fastq.gz RNA-Seq 875.6 MB link