scholarly journals Single-cell transcriptome and TCR profiling reveal activated and expanded T cell populations in Parkinson’s disease

2021 ◽  
Vol 7 (1) ◽  
Author(s):  
Pingping Wang ◽  
Lifen Yao ◽  
Meng Luo ◽  
Wenyang Zhou ◽  
Xiyun Jin ◽  
...  

AbstractGiven the chronic inflammatory nature of Parkinson’s disease (PD), T cell immunity may be important for disease onset. Here, we performed single-cell transcriptome and TCR sequencing, and conducted integrative analyses to decode composition, function and lineage relationship of T cells in the blood and cerebrospinal fluid of PD. Combined expression and TCR-based lineage tracking, we discovered a large population of CD8+ T cells showing continuous progression from central memory to terminal effector T cells in PD patients. Additionally, we identified a group of cytotoxic CD4+ T cells (CD4 CTLs) remarkably expanded in PD patients, which derived from Th1 cells by TCR-based fate decision. Finally, we screened putative TCR–antigen pairs that existed in both blood and cerebrospinal fluid of PD patients to provide potential evidence for peripheral T cells to participate in neuronal degeneration. Our study provides valuable insights and rich resources for understanding the adaptive immune response in PD.

2016 ◽  
Vol 94 (6) ◽  
pp. 604-611 ◽  
Author(s):  
Auda A Eltahla ◽  
Simone Rizzetto ◽  
Mehdi R Pirozyan ◽  
Brigid D Betz‐Stablein ◽  
Vanessa Venturi ◽  
...  

2019 ◽  
Author(s):  
Kyungsoo Kim ◽  
Seyeon Park ◽  
Seong Yong Park ◽  
Gamin Kim ◽  
Su Myeong Park ◽  
...  

ABSTRACTBackgroundT cells exhibit heterogeneous functional states in the tumor microenvironment. Immune checkpoint inhibitors (ICIs) can reinvigorate only the stem cell-like progenitor exhausted T cells, which suggests that inhibiting the exhaustion progress will improve the efficacy of immunotherapy. Thus, regulatory factors promoting T-cell exhaustion could serve as potential targets for delaying the process and improving ICI efficacy.MethodsWe analyzed the single-cell transcriptome data derived from human melanoma and non-small cell lung cancer (NSCLC) samples and classified the tumor-infiltrating (TI) CD8+ T-cell population based on PDCD1 (PD-1) levels, i.e. PDCD1-high and PDCD1-low cells. Additionally, we identified differentially expressed genes as candidate factors regulating intra-tumoral T-cell exhaustion. The co-expression of candidate genes with immune checkpoint (IC) molecules in the TI CD8+ T cells was confirmed by single-cell trajectory and flow-cytometry analyses. The loss-of-function effect of the candidate regulator was examined by a cell-based knockdown assay. The clinical effect of the candidate regulator was evaluated based on the overall survival and anti-PD-1 responses.ResultsWe retrieved many known factors for regulating T-cell exhaustion among the differentially expressed genes between PDCD1-high and PDCD1-low subsets of the TI CD8+ T cells in human melanoma and NSCLC. TOX was the only transcription factor (TF) predicted in both tumor types. TOX levels tend to increase as CD8+ T cells become more exhausted. Flow-cytometry analysis revealed a correlation between TOX expression and severity of intra-tumoral T-cell exhaustion. TOX knockdown in the human TI CD8+ T cells resulted in downregulation of PD-1, TIM-3, TIGIT, and CTLA-4, which suggests that TOX promotes intra-tumoral T-cell exhaustion by upregulating IC proteins in cancer. Finally, the TOX level in the TI T cells was found to be highly predictive of overall survival and anti-PD-1 efficacy in melanoma and NSCLC.ConclusionsWe predicted the regulatory factors involved in T-cell exhaustion using single-cell transcriptome profiles of human TI lymphocytes. TOX promoted intra-tumoral CD8+ T-cell exhaustion via upregulation of IC molecules. This suggested that TOX inhibition can potentially impede T-cell exhaustion and improve ICI efficacy. Additionally, TOX expression in the TI T cells can be used for patient stratification during anti-tumor treatments, including anti-PD-1 immunotherapy.


2020 ◽  
Author(s):  
Renpeng Ding ◽  
Shang Liu ◽  
Shanshan Wang ◽  
Huanyi Chen ◽  
Fei Wang ◽  
...  

AbstractPD-L1 expression levels in tumors do not consistently predict cancer patients’ response to PD-(L)1 inhibitors. We therefore evaluated how tumor PD-L1 levels affect the anti-PD-(L)1 efficacy and T cell function. We used MART-1-specific TCR-T cells (TCR-TMART-1) stimulated with MART-127-35 peptide-loaded MEL-526 tumor cells with different proportions of them expressing PD-L1 to perform cellular assays and high-throughput single-cell RNA sequencing. Compared to control T cells, TCR-TMART-1 were more sensitive to exhaustion and secreted lower pro-inflammatory but higher anti-inflammatory cytokines with increasing proportions of PD-L1+ tumor cells. The colocalization of T cells and tumor cells in gene clusters correlated negatively with the proportion of PD-L1+ tumor cells and positively with immune cell cytotoxicity. Moreover, elevated proportion of PD-L1+ tumor cells increased PD-L1 expression and decreased PD-1 expression on T cells and enhanced T cell death. The expression of PD-1 and PD-L1 in T cells and macrophages also correlated positively with COVID-19 severity.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 22-23 ◽  
Author(s):  
Yuping Li ◽  
Xiaoqian Liu ◽  
Xuxiang Liu ◽  
Xiwei Wu ◽  
Alyssa Bouska ◽  
...  

Angioimmunoblastic T-cell lymphoma (AITL), the most frequent subtype of peripheral T-cell lymphoma (PTCL), is a neoplasm with characteristics of mature T follicular helper (TFH) cells. We and others have identified frequent (~75%) inactivating mutations in the TET2 (Ten-Eleven Translocation-2) gene in AITL. TET2 belongs to a 3 member family of TET dioxygenases that catalyze DNA demethylation by oxidation of 5-methyl-cytosine (5-mC) to 5-hydroxymethyl-cytosine (5-hmC) and further oxidative cytosine products. Thus, loss of function (LOF) of TET2 will cause aberrant genome hypermethylation and reduction in 5-hmC. Studies of the variant allele fraction (VAF) of TET2 mutants suggest that this mutation is a founding abnormality in AITL. However, how TET2 loss promotes the development of AITL is still unclear. To study LOF of TET2 in CD4 T-cell lymphomagenesis without the noise generated by other mutations in an established lymphoma, we generated a human TET2 knock-out (KO) CD4 T-cell model using CRISPR/Cas9 technology, which allows us to perform functional genomic studies by directly editing genes at their genomic loci. Whole transcriptome sequencing and single-cell transcriptome sequencing were used to study the cell evolution after KO. We generated multiple TET2 KO primary CD4 T-cell models using two different CRISPR/Cas9 methods. The first approach used the plasmid PX458-a, which expresses green fluorescent protein (GFP) fused Cas9 and guide RNA-a targeting TET2 exon 6, to electroporate CD4 T-cell from healthy donor F25. The second approach used homologous DNA repair (HDR) mediated knock-in (KI) of tandem GFP gene and a SV40 transcription stop signal to terminate TET2 expression at exon 3. Cas9/sgRNA-e RNP complex, along with a long DNA template (about 1.6 kb), was electroporated into CD4 T-cells from two healthy donors, F25 and M40. GFP-positive cells were sorted by FACS after electroporation and were considered to be edited cells. Edited CD4 T-cells were cultured in vitro with 50 U/ml IL-2, and stimulated regularly (every 7~10 days) with 1:1 ratio of anti-CD3/CD28 T activator beads. TET2 KO in these cells was confirmed by qRT-PCR, Sanger sequencing and Western blotting. Compared with wild-type (WT) CD4 T-cells under the same culture conditions, a lower level of 5-hmC in TET2 KO cells was observed, indicating successful editing of TET2. Compared to WT cells, KO cells had a higher growth rate, due to a lower apoptosis rate and a higher proliferation rate, by Annexin V staining, EdU staining, and MTS experiments. The growth of KO cells or WT cells was still dependent on IL-2 and T activator beads stimulation. All batches of KO cells, generated by different guide RNAs or from different donors, showed a much longer life span than WT cells, which usually lived for 3~4 months, but KO cells can keep proliferating longer than one year. We also performed TCR analysis on these cell samples. Both WT and KO cells demonstrated oligoclonality when examined at Day 40 (40D, early stage) and TET2 KO cells showed a dominant clone by Day 90 (90D, late stage). We performed single-cell transcriptome analysis on M40 KO vs. WT cells, at 40D and 90D. KO90D cells had a low TCR diversity with the dominant population representing ~88% of cells (TRAV9-2,TRBV5-1). From single-cell transcriptome analysis, cell clustering profiles were very distinctive in these 4 cell populations analyzed (Figure 1A) and these clusters had unique gene expression profiles (Figure 1B). Cluster 6 was prominent in KO90D but almost absent in WT90D, whereas the reverse was true for clusters 1 and 5. From pathway analysis, KO90D cells showed a higher expression of signatures associated with proliferation, cell cycle and chemokine signaling and lower histidine and tryptophan metabolism signatures. Sanger sequencing showed a 79 bp indel in addition to the GFP KI allele in KO90D cells, demonstrated the homozygous deletion of TET2 on these cells. Similar results were observed in F25 TET2 KO cells by plasmid PX458-a. This indicated the selection of homozygously deleted TET2 cells in long-term culture. However, clonal evolution is highly dynamic and a minor clone in KO40D cells may become the dominant clone in KO90D cells. Comparison of the 5-mC and 5-hmC profiles between KO and WT cells are being conducted to elucidate epigenetic alterations that are associated with the functional alterations and predisposition to AITL lymphomagenesis. Figure Disclosures No relevant conflicts of interest to declare.


2021 ◽  
pp. annrheumdis-2021-220209
Author(s):  
Alyxzandria M Gaydosik ◽  
Tracy Tabib ◽  
Robyn Domsic ◽  
Dinesh Khanna ◽  
Robert Lafyatis ◽  
...  

ObjectivesAlthough T cells have been implicated in the pathogenesis of systemic sclerosis (SSc), a comprehensive study of T-cell-mediated immune responses in the affected skin of patients with progressive SSc is lacking. Droplet-based single-cell transcriptome analysis of SSc skin biopsies opens avenues for dissecting patient-specific T-cell heterogeneity, providing a basis for identifying novel gene expression related to functional pathways associated with severity of SSc skin disease.MethodsSingle-cell RNA sequencing was performed by droplet-based sequencing (10x Genomics), focusing on 3729 CD3+ lymphocytes (867 cells from normal and 2862 cells from SSc skin samples) from skin biopsies of 27 patients with active SSc and 10 healthy donors. Confocal immunofluorescence microscopy of progressive SSc skin samples validated transcriptional results and visualised spatial localisations of T-cell subsets.ResultsWe identified several subsets of recirculating and tissue-resident T cells in healthy and SSc skin that were associated with distinct signalling pathways. While most clusters shared a common gene expression signature between patients and controls, we identified a unique cluster of recirculating CXCL13+ T cells in SSc skin which expressed a T helper follicular-like gene expression signature and that appears to be poised to promote B-cell responses within the inflamed skin of patients.ConclusionsCurrent available therapies to reverse or even slow progression of SSc lead to broad killing of immune cells and consequent toxicities, including death. Identifying the precise immune mechanism(s) driving SSc pathogenesis could lead to innovative therapies that selectively target the aberrant immune response, resulting in better efficacy and less toxicity.


2021 ◽  
Vol 12 ◽  
Author(s):  
Yunmeng Bai ◽  
Meiling Hu ◽  
Zixi Chen ◽  
Jinfen Wei ◽  
Hongli Du

T-cell exhaustion is one of the main reasons of tumor immune escape. Using single-cell transcriptome data of CD8+ T cells in multiple cancers, we identified different cell types, in which Pre_exhaust and exhausted T cells participated in negative regulation of immune system process. By analyzing the coexpression network patterns and differentially expressed genes of Pre_exhaust, exhausted, and effector T cells, we identified 35 genes related to T-cell exhaustion, whose high GSVA scores were associated with significantly poor prognosis in various cancers. In the differentially expressed genes, RGS1 showed the greatest fold change in Pre_exhaust and exhausted cells of three cancers compared with effector T cells, and high expression of RGS1 was also associated with poor prognosis in various cancers. Additionally, RGS1 protein was upregulated significantly in tumor tissues in the immunohistochemistry verification. Furthermore, RGS1 displayed positive correlation with the 35 genes, especially highly correlated with PDCD1, CTLA4, HAVCR2, and TNFRSF9 in CD8+ T cells and cancer tissues, indicating the important roles of RGS1 in CD8+ T-cell exhaustion. Considering the GTP-hydrolysis activity of RGS1 and significantly high mRNA and protein expression in cancer tissues, we speculated that RGS1 potentially mediate the T-cell retention to lead to the persistent antigen stimulation, resulting in T-cell exhaustion. In conclusion, our findings suggest that RGS1 is a new marker and promoting factor for CD8+ T-cell exhaustion and provide theoretical basis for research and immunotherapy of exhausted cells.


2021 ◽  
Author(s):  
Vanessa D Jonsson ◽  
Rachel Ng ◽  
Natalie Dullerud ◽  
Robyn A Wong ◽  
Jonathan Hibbard ◽  
...  

CAR T cell therapy has transformed clinical care and management of patients with certain hematological cancers. However, it remains unclear whether the success of CAR T cell therapy relies solely on CAR T cell engagement with tumor antigen, or if it also requires the stimulation of an individual patient's endogenous T cell response. Here, we performed combined analysis of longitudinal, single cell RNA and T cell receptor sequencing on glioblastoma tumors, peripheral blood (PB), and cerebrospinal fluid (CSF) from a patient with recurrent multifocal glioblastoma that underwent a remarkable response followed by recurrence on IL13RA2-targeted CAR T cell therapy (Brown et al. 2016). Single cell analysis of a tumor resected prior to CAR T cell therapy revealed the existence of an inflamed tumor microenvironment including a CD8+ cytotoxic, clonally expanded and antigen specific T cell population that disappeared in the recurrent setting. Longitudinal tracking of T cell receptors uncovered distinct T cell dynamics classes in the CSF during CAR T cell therapy. These included T cell clones with transient dynamics, representing intraventricular CAR T cell delivery and endogenous T cell recruitment from the PB into the CSF; and a group of T cells in the cerebrospinal fluid, that tracked with clonally expanded tumor resident T cells and whose dynamics contracted concomitantly with tumor volume. Our results suggest the existence of an endogenous T cell population that was invigorated by intraventricular CAR T cell infusions, and combined with the therapy to produce a complete response.


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