GSE147081
GSE GEOSingle Cell RNA-Seq of CD8+ T cell subsets responding to tumor
Relations
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- data were processed by cellranger 2.1.0 with default parameter, using mm10 as reference.
- Raw cell-reads were then loaded to R using the cellrangerRkit package.
- The scRNA-seq dataset was then further filtered based on gene numbers and mitochondria gene counts tototal counts ratio.
- Only cells with > 400 genes,UMI > 0,and 0.5% ~ 20% of their UMIs mappingto mitochondria genes were kept for downstream analysis.
- 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)
GEO Samples (4)
Dataset Citations (1)
SRA Experiments (4) and Runs (16)
Total: 17860 MBSample attributes
Original files (1)
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 |
Sample attributes
Original files (1)
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 |
Sample attributes
Original files (1)
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 |
Sample attributes
Original files (1)
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 |