Publication date: Jun 10, 2026
Monitoring T cell repertoires in human tissues provides important insights into immune response mechanisms in cancer, infectious diseases, and autoimmunity. However, retrieving VDJ information from single-cell and spatial transcriptomics workflows with 3′-barcoding of cDNA remains resource-intensive or requires specialized sequencing equipment. Here, we introduce circVDJ-seq for simplified and cost-efficient T cell receptor (TCR) profiling from 3′-directed workflows like single-cell or single-nucleus RNA sequencing, ATAC + RNA multi-omics, and spatial transcriptomics. Application of circVDJ-seq to freshly resected neuroblastomas and postmortem lymph nodes affected by pneumonia or COVID-19 reveals distinct immune microenvironments and T cell clonality patterns, highlighting broad utility across diverse clinical contexts.

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| Concepts | Keywords |
|---|---|
| Cancer | Adaptive immunity |
| Efficient | Single-cell immune profiling |
| Neuroblastomas | Spatial transcriptomics |
| Postmortem | TCR sequencing |
| Transcriptomics | Tumor microenvironment |
Semantics
| Type | Source | Name |
|---|---|---|
| disease | MESH | cancer |
| disease | MESH | infectious diseases |
| disease | MESH | neuroblastomas |
| disease | MESH | pneumonia |
| disease | MESH | COVID-19 |
| drug | DRUGBANK | BK-MDA |
| disease | MESH | Rheumatism |
| pathway | REACTOME | Reproduction |
| disease | MESH | included |
| disease | MESH | immune disorders |
| pathway | REACTOME | Infectious disease |
| disease | MESH | CDR3 |
| drug | DRUGBANK | Coenzyme M |
| disease | MESH | ics |
| drug | DRUGBANK | Ademetionine |
| disease | MESH | PBS |
| drug | DRUGBANK | Chromium |
| drug | DRUGBANK | Formaldehyde |
| drug | DRUGBANK | Glycine |
| drug | DRUGBANK | Water |
| disease | MESH | CCA |
| drug | DRUGBANK | Iron |
| disease | MESH | MAS |
| drug | DRUGBANK | Indoleacetic acid |
| drug | DRUGBANK | Trestolone |
| drug | DRUGBANK | Pidolic Acid |
| disease | MESH | PCA |
| disease | MESH | CRC |
| disease | MESH | 5’IP |
| drug | DRUGBANK | 3 7 11 15-Tetramethyl-Hexadecan-1-Ol |
| disease | MESH | arc |
| drug | DRUGBANK | Ranitidine |
| disease | MESH | 25+od |
| drug | DRUGBANK | Ilex paraguariensis leaf |
| drug | DRUGBANK | Aspartame |
| disease | MESH | ers |
| disease | MESH | ered |