Single-cell analyses identify circulating anti-tumor CD8 T cells and markers for their enrichment

Pauken, K. E.; Shahid, O.; Lagattuta, K. A.; Mahuron, K. M.; Luber, J. M.; Lowe, M. M.; Huang, L.; Delaney, C.; Long, J. M.; Fung, M. E.; Newcomer, K.; Tsai, K. K.; Chow, M.; Guinn, S.; Kuchroo, J. R.; Burke, K. P.; Schenkel, J. M.; Rosenblum, M. D.; Daud, A. I.; Sharpe, A. H.; Singer, M.

doi:10.1101/2020.09.30.294959

Home/Archive/bioRxiv

bioRxiv · 10.1101/2020.09.30.294959

Single-cell analyses identify circulating anti-tumor CD8 T cells and markers for their enrichment

View original source ↗Export metadata ↓

Abstract

The ability to monitor anti-tumor CD8+ T cell responses in the blood has tremendous therapeutic potential. Here, we used paired single-cell RNA sequencing and T cell receptor (TCR) sequencing to detect and characterize "tumor matching" (TM) CD8+ T cells in the blood of mice with MC38 tumors and melanoma patients using the TCR as a molecular barcode. TM cells showed increased activation compared to non-matching T cells in blood, and appeared less exhausted than matching counterparts in tumor. Importantly, PD-1, which has been used to identify putative circulating anti-tumor CD8+ T cells, showed poor sensitivity for identifying TM cells. By leveraging the transcriptome we identified candidate cell surface marker panels for TM cells in mice and melanoma patients, and validated NKG2D, CD39, and CX3CR1 in mice. These data demonstrate that the TCR can be used to identify tumor-relevant populations for comprehensive characterization, reveal unique transcriptional properties of TM cells, and develop marker panels for tracking and analysis of these cells. SummaryUsing single-cell RNA-sequencing coupled with TCR sequencing, we detected CD8+ T cell clones shared between blood and tumor in mice and melanoma patients, characterized these matching clones in blood and tumor, and identified potential biomarkers for their isolation in blood.

Source connections

Published article ↗

Explore related subjects

immunology Preprint

Keep this discovery

Explore connections, maps & timelines

BibTeX RIS

Pauken, K. E., Shahid, O., Lagattuta, K. A., Mahuron, K. M., Luber, J. M., Lowe, M. M., Huang, L., Delaney, C., Long, J. M., Fung, M. E., Newcomer, K., Tsai, K. K., Chow, M., Guinn, S., Kuchroo, J. R., Burke, K. P., Schenkel, J. M., Rosenblum, M. D., Daud, A. I., Sharpe, A. H., Singer, M.. 2020-10-01. Single-cell analyses identify circulating anti-tumor CD8 T cells and markers for their enrichment. https://doi.org/10.1101/2020.09.30.294959

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

bioRxiv2026

Proteome-wide discovery of novel diagnostic antigens for coccidioidomycosis

Coccidioidomycosis, commonly called Valley Fever (VF), caused by Coccidioides spp., is an understudied fungal disease that accounts for a substantial fraction of pneumonias in endemic areas. Diagnosis remains challenging because the mainstay of diagnosis is serology, and current assays have modest sensitivity in early infection. Discovery of new antigens could improve serologic detection early in disease. Here, we use PepSeq, a DNA-programmable serology platform, to represent the complete proteome of Coccidioides within a library of 244,000 DNA-barcoded peptides. By profiling antibody reactivity at the protein and epitope levels in VF patients, naturally infected pigtail macaques, and healthy controls, we identify numerous previously-unrecognized antigens and epitopes, including some shared between humans and macaque responses. When translated into a pooled peptide ELISA, we show that a subset of identified antigens can discriminate VF cases from controls in an independent cohort with high accuracy (AUC = 0.91). These findings establish high-dimensional peptide serology as a scalable approach for fungal antigen discovery and identify new targets for improved VF diagnosis.

immunology↗

bioRxiv2026

Establishing an ex vivo platform for molecular profiling of skin structural cells using frozen human skin biopsies

Skin structural cells, including keratinocytes, melanocytes, endothelial cells, and fibroblasts, play critical roles in the development of chronic inflammatory skin disease. Inflammatory stimuli induce transcriptional reprogramming and epigenetic changes in skin structural cells, which contribute to disease pathogenesis. Although two-dimensional (2D) and three-dimensional (3D) skin culture models have been widely used to investigate inflammatory responses in skin structural cells, ex vivo systems that maintain skin structure and cellular composition remain limited. To address this gap, we explored using frozen skin biopsies as an experimental platform to study the responses of skin structural cells to inflammatory stimuli. Using a simple air-liquid interface culture method on permeable Transwell inserts, we showed that viable skin structural cells that retain cell-type-specific transcriptional profiles can be recovered from frozen skin biopsies after prolonged in vitro culture. Stimulation with IFN-{gamma} induced robust transcriptional and chromatin accessibility changes that were largely resolved after stimulus removal, with transcriptional responses to secondary stimulation comparable to the primary stimulation. Treatment of cultured skin biopsies with histone-modifying enzyme inhibitors effectively altered global histone modification levels, but did not substantially affect the transcriptional resolution of IFN-{gamma}-induced responses. Collectively, these findings establish cryopreserved human skin biopsies as a scalable ex vivo platform that enables mechanistic studies of inflammatory responses of multiple populations of skin structural cells.

immunology↗

bioRxiv2026

γδ T cell-derived IL-17A aggravates experimental epidermolysis bullosa acquisita in response to IL-1β

Epidermolysis bullosa acquisita (EBA) is a mucocutaneous autoimmune blistering disorder mediated by autoantibodies against type VII collagen and subsequent splitting of the dermal-epidermal junction. Interleukin (IL)-17A promotes the production of chemokines and cytokines involved in neutrophil recruitment and activation, suggesting that IL-17A may contribute to EBA pathogenesis. We aimed to clarify the role of IL-17A in experimental EBA. Using an antibody transfer-induced EBA mouse model, we demonstrate that IL-17A promotes disease development, as pharmacological blockade of IL-17A with a neutralizing antibody ameliorated skin lesions. Gamma-delta ({gamma}{delta}) T cells were identified as the predominant cellular source of IL-17A, supported by the attenuated disease phenotype observed in {gamma}{delta}TCR-deficient mice. In addition, CD4+ T cells and neutrophils contributed to IL-17A production in experimental EBA. Mechanistically, IL-1-beta, rather than IL-23, was identified as a critical mediator of IL-17A production by {gamma}{delta} T cells in vitro, consistent with our in vivo findings. Whereas EBA severity was not reduced in IL-23p19-deficient mice, disease was markedly attenuated in IL-1R-deficient animals. Together, our study provides the first evidence that {gamma}{delta} T cell-derived IL-17A plays a pivotal role in experimental EBA and identifies a previously unrecognized IL-1{beta}/{gamma}{delta} T cell/IL-17A axis that expands current understanding of EBA immunopathogenesis.

immunology↗