scholarly journals Identification and Characterization of Antigen-Specific CD8+ T Cells Using Surface-Trapped TNF-α and Single-Cell Sequencing

2021 ◽  
pp. ji2100535
Author(s):  
Shaheed Abdulhaqq ◽  
Abigail B. Ventura ◽  
Jason S. Reed ◽  
Arman A. Bashirova ◽  
Katherine B. Bateman ◽  
...  
2019 ◽  
Author(s):  
Xiaoshan Shi ◽  
Savita Jayaram ◽  
Kayla Lee ◽  
Keshav Bhojak ◽  
Vasumathi Kode ◽  
...  

Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 1684-1684
Author(s):  
Raul Montiel-Esparza ◽  
Giulia Barbarito ◽  
Samantha Peck ◽  
Magali Bazzano ◽  
Rachana Patil ◽  
...  

Abstract Background: Hematopoietic stem cell graft manipulation strategies, such as αβT-cell/CD19 B-cell depleted hematopoietic stem cell transplantation (αβhaplo-HSCT), address the lack of matched donors and reduce the incidence of severe acute graft-versus-host disease (aGvHD). However, grade II-IV aGvHD still occurs in 25-30% of αβhaplo-HSCT recipients . Studies aimed at understanding the pathogenesis underlying aGVHD in αβhaplo-HSCT are lacking. We hypothesized that αβT cells adoptively transferred with the HSCT (<1x10 5/Kg) have unique combinatorial cytokine secretion signatures that may predict the occurrence of aGvHD. Here we used the IsoPlexis single-cell proteomics for CD4 + and CD8 + T cells to identify those putative signatures . Methods: Six patients with hematologic malignancies receiving fully myeloablative αβhaplo-HSCT at Lucile Packard Children's Hospital, Stanford, between 08/2018 and 05/2020 were enrolled upon signing IRB approved informed consent. Three patients developed grade II-IV aGvHD, while three did not. Aliquot of the graft and of peripheral blood collected at the time of aGvHD onset or at corresponding time points for the patients who did not develop aGvHD, were analyzed. Single sorted CD4 + and CD8 + T cells were profiled by single-cell barcode chip assay from IsoPlexis system (IsoPlexis, Branford, CT) after stimulation with PMA (50 ng/mL) and Ionomycin (1mcg/mL). Following the Human Adaptive Immune Panel, cytokines from CD4 + and CD8 + single T cells were captured by fluorescence ELISA, which measured the numbers of cytokine-producing cells (secretion frequency) and numbers of cytokines produced by individual cells across five functional groups: effector, stimulatory, chemoattractive, regulatory and inflammatory (Table 1). Polyfunctionality was defined as the secretion of 2+ cytokines from each CD4 + and CD8 + T cell. The T cell polyfunctional strength Index (PSI) was defined as the percentage of polyfunctional cells, multiplied by the sum of the mean fluorescence intensity of the proteins secreted by those cells. Additional statistical analysis was performed using the Student's t test. Results: We compared the combinatorial cytokine secretion signature of individual CD4 + and CD8 + T cells isolated from grafts infused into patients, who eventually did or didn't develop aGvHD. We are comparing the signature of post-HSCT CD4 + and CD8 + T cells isolated from patients who did or did not develop aGvHD. Collectively, we considered three variables: cytokine secretion frequency, numbers of cytokines produced by individual cells and characteristics of the cytokines secreted (functional group) upon stimulation. Single-cell functional heterogeneity evaluated by t-Distributed Stochastic Neighbor Embedding (t-SNE), showed higher CD4 + and CD8 + T-cell polyfunctionality (up to 4+ cytokines) with effector and stimulatory dominant functions in the grafts of patients who developed aGvHD, compared to those who did not develop aGvHD (Fig1). The average PSI (driven by Granzyme B, TNF-α, IFN-γ, MIP-1β, IL2, and IL-8) was found to be higher in both CD4 + and CD8 + T cells from the grafts of patients who developed aGvHD (Fig 2). Combinatorial cytokine secretion analysis showed that T cells from grafts of patients who did not develop aGvHD had unique signatures with CD4 + T cells having the predominant cytokine secretion signature of IL2 and TNF-α, and CD8 + T cells having three predominant cytokine secretion signatures: IL2, IL8, TNF-α; MIP-1β, IL8; and MIP-1β, IFN-γ (Fig3). Conclusions: Preliminary data from αβhaplo-HSCT pediatric recipients obtained using IsoPlexis single-cell functional proteomics for CD4 + and CD8 + T cells showed that an increased donor T-cell polyfunctionality with a Th1 dominant functional phenotype may be predictive of an increased risk of aGvHD, while CD4 + and CD8 + T cells infused into patients who didn't develop aGvHD, had combinations with limited cytokine secretion signatures. Ongoing analysis suggest that polyfunctional CD8 + T cells present in the graft of patients who developed aGvHD, are present at the time of aGvHD initiation, while the polyfunctional CD4 + T cell are not present at the onset of aGvHD. Correlation with ongoing studies on circulating cytokines and clonotypic analysis of αβT cells infused with the graft will be crucial to elucidate the cross talking between the donor's immune system and recipient's inflammatory milieu. Figure 1 Figure 1. Disclosures Parkman: Jasper Biotech: Consultancy. Bertaina: Cellevolve Bio: Membership on an entity's Board of Directors or advisory committees; Neovii: Membership on an entity's Board of Directors or advisory committees; AdicetBio: Membership on an entity's Board of Directors or advisory committees.


2021 ◽  
Vol 12 ◽  
Author(s):  
Trine Sundebo Meldgaard ◽  
Fabiola Blengio ◽  
Denise Maffione ◽  
Chiara Sammicheli ◽  
Simona Tavarini ◽  
...  

CD8+ T cells play a key role in mediating protective immunity after immune challenges such as infection or vaccination. Several subsets of differentiated CD8+ T cells have been identified, however, a deeper understanding of the molecular mechanism that underlies T-cell differentiation is lacking. Conventional approaches to the study of immune responses are typically limited to the analysis of bulk groups of cells that mask the cells’ heterogeneity (RNA-seq, microarray) and to the assessment of a relatively limited number of biomarkers that can be evaluated simultaneously at the population level (flow and mass cytometry). Single-cell analysis, on the other hand, represents a possible alternative that enables a deeper characterization of the underlying cellular heterogeneity. In this study, a murine model was used to characterize immunodominant hemagglutinin (HA533-541)-specific CD8+ T-cell responses to nucleic- and protein-based influenza vaccine candidates, using single-cell sorting followed by transcriptomic analysis. Investigation of single-cell gene expression profiles enabled the discovery of unique subsets of CD8+ T cells that co-expressed cytotoxic genes after vaccination. Moreover, this method enabled the characterization of antigen specific CD8+ T cells that were previously undetected. Single-cell transcriptome profiling has the potential to allow for qualitative discrimination of cells, which could lead to novel insights on biological pathways involved in cellular responses. This approach could be further validated and allow for more informed decision making in preclinical and clinical settings.


2021 ◽  
Vol 12 ◽  
Author(s):  
Rong Tang ◽  
Xiaomeng Liu ◽  
Chen Liang ◽  
Jie Hua ◽  
Jin Xu ◽  
...  

Background: The treatment modalities for pancreatic ductal adenocarcinoma (PDAC) are limited and unsatisfactory. Although many novel drugs targeting the tumor microenvironment, such as immune checkpoint inhibitors, have shown promising efficacy for some tumors, few of them significantly prolong the survival of patients with PDAC due to insufficient knowledge on the tumor microenvironment.Methods: A single-cell RNA sequencing (scRNA-seq) dataset and seven PDAC cohorts with complete clinical and bulk sequencing data were collected for bioinformatics analysis. The relative proportions of each cell type were estimated using the gene set variation analysis (GSVA) algorithm based on the signatures identified by scRNA-seq or previous literature.Results: A meta-analysis of 883 PDAC patients showed that neutrophils are associated with worse overall survival (OS) for PDAC, while CD8+ T cells, CD4+ T cells, and B cells are related to prolonged OS for PDAC, with marginal statistical significance. Seventeen cell categories were identified by clustering analysis based on single-cell sequencing. Among them, CD8+ T cells and NKT cells were universally exhausted by expressing exhaustion-associated molecular markers. Interestingly, signatures of CD8+ T cells and NKT cells predicted prolonged OS for PDAC only in the presence of “targets” for pyroptosis and ferroptosis induction. Moreover, a specific state of T cells with overexpression of ribosome-related proteins was associated with a good prognosis. In addition, the hematopoietic stem cell (HSC)-like signature predicted prolonged OS in PDAC. Weighted gene co-expression network analysis identified 5 hub genes whose downregulation may mediate the observed survival benefits of the HSC-like signature. Moreover, trajectory analysis revealed that myeloid cells evolutionarily consisted of 7 states, and antigen-presenting molecules and complement-associated genes were lost along the pseudotime flow. Consensus clustering based on the differentially expressed genes between two states harboring the longest pseudotime span identified two PDAC groups with prognostic differences, and more infiltrated immune cells and activated immune signatures may account for the survival benefits.Conclusion: This study systematically investigated the prognostic implications of the components of the PDAC tumor microenvironment by integrating single-cell sequencing and bulk sequencing, and future studies are expected to develop novel targeted agents for PDAC treatment.


2020 ◽  
Author(s):  
Zhen Wang ◽  
Lijian Xie ◽  
Sirui Song ◽  
Liqin Chen ◽  
Guang Li ◽  
...  

AbstractKawasaki disease (KD) is the most common cause of acquired heart disease in children in developed countries. Although diverse immune aberrance was reported, a global understanding of immune responses underlying acute KD was lacking. Based on single-cell sequencing, we profiled peripheral blood mononuclear cells from patients with acute KD before and after intravenous immunoglobulin therapy and from healthy controls. Most differentially expressed genes were derived from monocytes, with upregulation of immunoglobulin receptors, complement and receptors and downregulation of MHC class II receptors before therapy. The percentage of B cells was significantly increased before therapy and rapidly returned to normal after therapy. There was also an increased abundance of B-cell receptors with IGHA and IGHG after therapy, accompanied by massive oligoclonal expansion. The percentage of CD8 T cells was remarkably decreased during acute KD, especially the subset of effector memory CD8 T cells. All lymphocyte compartments were characterized by underexpressed interferon response pathways before therapy. The identification of unique innate and adaptive immune responses suggests potential mechanisms underlying pathogenesis and progression of KD.


2018 ◽  
Vol 24 (10) ◽  
pp. 1628-1628 ◽  
Author(s):  
Xinyi Guo ◽  
Yuanyuan Zhang ◽  
Liangtao Zheng ◽  
Chunhong Zheng ◽  
Jintao Song ◽  
...  

2019 ◽  
Author(s):  
Xiaoshan Shi ◽  
Savita Jayaram ◽  
Kayla Lee ◽  
Keshav Bhojak ◽  
Vasumathi Kode ◽  
...  

Author(s):  
Laura Rau ◽  
Jennifer Gantress ◽  
Alisa Bell ◽  
Rebecca Stewart ◽  
Trudy Horton ◽  
...  

2018 ◽  
Vol 3 (24) ◽  
pp. eaar4526 ◽  
Author(s):  
Marcus Buggert ◽  
Son Nguyen ◽  
Gonzalo Salgado-Montes de Oca ◽  
Bertram Bengsch ◽  
Samuel Darko ◽  
...  

2018 ◽  
Vol 24 (7) ◽  
pp. 978-985 ◽  
Author(s):  
Xinyi Guo ◽  
Yuanyuan Zhang ◽  
Liangtao Zheng ◽  
Chunhong Zheng ◽  
Jintao Song ◽  
...  

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