| Literature DB >> 35707680 |
William H Hudson1,2, Lisa J Sudmeier3,4.
Abstract
We present a protocol to localize T cell receptor clones using the Visium spatial transcriptomics platform. This approach permits simultaneous localization of both gene expression and T cell clonotypes in situ within tissue sections. T cell receptor sequences identified by this protocol are readily recapitulated by single-cell sequencing. This technique enables detailed studies of the spatial organization of the human T cell repertoire, such as the localization of infiltrating T cell clones within the tumor microenvironment. For complete details on the use and execution of this protocol, please refer to Sudmeier et al. (2022).Entities:
Keywords: Immunology; Molecular Biology; Sequence analysis
Mesh:
Year: 2022 PMID: 35707680 PMCID: PMC9189629 DOI: 10.1016/j.xpro.2022.101391
Source DB: PubMed Journal: STAR Protoc ISSN: 2666-1667
Figure 1A method for obtaining TCR sequences from the Visium spatial transcriptomics assay
See text (“Before you begin”) for details.
Figure 2Bioanalyzer trace of pooled spatial TCR libraries
Results from spatial TCR sequencing on six human brain metastasis samples
| Sample 15 | Sample 16 | Sample 19 | Sample 24 | Sample 26 | Sample 27 | |
|---|---|---|---|---|---|---|
| # reads | 509,157 | 2,057,866 | 348,486 | 754,089 | 1,130,748 | 2,993,934 |
| #TCR UMIs | 590 | 1973 | 1 | 135 | 21 | 411 |
| # clones | 24 | 113 | 1 | 44 | 7 | 84 |
| Diversity (Shannon) | 1.82 | 2.27 | 0 | 3.19 | 1.32 | 3.89 |
| TCR sequencing saturation | 98.4% | 98.1% | >99.9% | 98.7% | >99.9% | 99.9% |
| TCR UMIs/spot | 0.28 | 1.15 | 0.001 | 0.10 | 0.005 | 0.19 |
| 362 | 328 | 16 | 81 | 18 | 98 | |
| CD8+ cells/g tumor (×105) | 3.76 | 23.07 | 0.87 | 0.96 | 1.78 | 30.38 |
| Primary tumor type | Lung | Melanoma | Lung | Renal clear cell | Breast | Lung |
Figure 3TCRβ sequences obtained from Visium are recapitulated by single-cell RNA-sequencing
(A) Correlation of TCR sequences obtained from the assay with expression of CD3E (a pan-T cell marker) by Visium gene expression analysis.
(B) For four patients, single cell RNA-sequencing (scRNA-seq) on T cells was performed to validate TCR sequences obtained by the spatial assay (Sudmeier et al., 2022). Pie charts show frequency of clones obtained from the spatial assay and are colored based on whether the clones were independently found through scRNA-seq in CD4+ or CD8+ T cells.
(C) Summary of clone recovery statistics. Note: CD4+ T cells and PD-1- CD8+ T cells were not sequenced from patient 15 due to lack of cryopreserved cells.
Figure 4Example spatial localization of CD4+ T cell clones
(A) H&E staining of a lung cancer metastasis to the brain.
(B) Clusters of gene expression within the tissue.
(C) scRNA-seq was performed on CD4+ T cells from three patients. Cells are plotted based on their UMAP dimensionality reduction coordinates and colored by gene expression cluster.
(D) Expression of selected genes.
(E and F) Spatial localization of a granzyme-expressing CD4+ T cell clone in (E) and multiple Treg clones in (F).
(G and H) scRNA-seq phenotype of these clones are shown in panels (G and H).
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| Amplified cDNA from step 3.4 of the | User | n/a |
| Nuclease-free water | Thermo Fisher Scientific/Ambion | Cat# AM9932 |
| Library Construction Kit | 10x Genomics | Cat# PN-1000190 |
| SPRIselect beads | Beckman Coulter | Cat# B23317 |
| Buffer EB | QIAGEN | Cat# 19086 |
| Bioanalyzer with high sensitivity DNA kit and reagents | Agilent | Cat# 5067-4626 |
| Qubit instrument with dsDNA HS Assay kit (optional) | Thermo Fisher Scientific | Cat# Q32854 |
| Integrated DNA Technologies | n/a | |
| Dual Index Kit TT Set A sample index primers | 10x Genomics | Cat# PN-1000215 |
| MiXCR ( | GitHub or Homebrew | |
| Example spatial TCR sequencing code | This paper and Sudmeier et al., | |
| scRNA-seq data | Sudmeier et al., | GEO: |
| Spatial transcriptomics data | Sudmeier et al., | GEO: |
| Spatial TCR-sequencing reads | Sudmeier et al., | BioProject: PRJNA742564 |
| Magnetic Separator for PCR tubes | 10x Genomics | Cat# 120250 |
| Thermocycler (e.g., Nexus GX2) | Eppendorf | Cat# 6336000023 |
| Widefield color brightfield microscope (e.g., Lionheart FX) | BioTek | n/a |
| Sequencer (e.g., Illumina MiSeq) | Illumina | n/a |
| Reagent | Amount |
|---|---|
| Amplified Visium cDNA | 5 μL |
| Amplification mix (from 10x Genomics Library Construction Kit) | 7.14 μL |
| 0.29 μL | |
| 10 μM Partial read 1 primer (final 200 nM) | 0.29 μL |
| Nuclease-free water | 1.57 μL |
| Steps | Temperature | Time | Cycles |
|---|---|---|---|
| Initial Denaturation | 98°C | 3 min | 1 |
| Denaturation | 98°C | 15 s | 35 cycles |
| Annealing | 59°C | 20 s | |
| Extension | 72°C | 1 min | |
| Final extension | 72°C | 1 min | 1 |
| Hold | 4°C | forever | |
| Reagent | Amount |
|---|---|
| Amplified TCR cDNA from step 19 | 15 μL |
| TT set A primers (from one individual well) | 10 μL |
| Amplification mix (from 10x Genomics Library Construction kit) | 25 μL |
| Steps | Temperature | Time | Cycles |
|---|---|---|---|
| Initial Denaturation | 98°C | 45 s | 1 |
| Denaturation | 98°C | 20 s | 35 cycles |
| Annealing | 67°C | 30 s | |
| Extension | 72°C | 1 min | |
| Final extension | 72°C | 1 min | 1 |
| Hold | 4°C | forever | |