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Updated: Jul 2, 2025

T and B Cell Receptor Immune Repertoire Analysis using Next-generation Sequencing
Published on: January 12, 2021
Initial Characterization of Canine T-cell Receptor Repertoires Using RNA-seq Data from Different Diseases and Tissues
Abstract:
The dog serves as a key translational model in cancer immunotherapy. Understanding the T cell receptor (TCR) repertoire is needed for various cancer immunotherapies. Compared to humans where >300 million TCRs have been identified, <100 canine TCRs are reported. To address this deficiency, we assembled >200,000 complete TCR complementarity-determining region 3 (CDR3) sequences from RNA-seq data published for ~2,000 canine samples of blood, lymph node, and other tissues, of which 613 are tumors. We collected 1,324 human RNA-seq samples to compare the similarities and differences in T-cell repertoires between humans and dogs. Notably, our analysis revealed distinct variable gene usage patterns between blood samples and solid tissues in both canine and human samples for TRA and TRB loci. Moreover, our investigation led to the discovery of novel V gene and allele candidates in the canine genome. Our findings also revealed that the canine CDR3 resembled human CDR3 in terms of length and motifs. Additionally, our study unveiled shared traits in cancer TCRs between dogs and humans, including longer lengths and higher hydrophobicity of private CDR3s. Our results indicated the diversity of canine to be more comparable to that of humans than mice. Our study provides an initial landscape of the canine TCR repertoire, highlighting both its similarities and differences with the human counterpart, thus laying the groundwork for future research in comparative immunology and vaccine development.
Insights
This study characterizes the canine T cell receptor (TCR) repertoire, revealing similarities to humans for cancer immunotherapy research. Canine TCRs show comparable diversity and shared traits with human cancer TCRs, aiding comparative immunology.
Area of Science:
- Comparative immunology
- Immunoinformatics
- Canine genomics
Background:
- The dog is a valuable translational model for cancer immunotherapy.
- Understanding the T cell receptor (TCR) repertoire is crucial for developing effective immunotherapies.
- A significant gap exists in reported canine TCR sequences compared to humans.
Approach:
- Assembled over 200,000 canine TCR complementarity-determining region 3 (CDR3) sequences from RNA-seq data.
- Collected 1,324 human RNA-seq samples for comparative analysis.
- Investigated variable gene usage, discovered novel canine V gene candidates, and analyzed CDR3 characteristics.
Key Points:
- Distinct variable gene usage patterns were observed in canine and human blood versus solid tissues.
- Canine TCR CDR3 sequences share length and motif similarities with human TCRs.
- Shared characteristics in cancer TCRs between dogs and humans include longer lengths and higher hydrophobicity.
Conclusions:
- Canine TCR repertoire diversity is more comparable to humans than mice.
- Identified novel canine V gene and allele candidates.
- This foundational work supports future research in comparative immunology and canine vaccine development.
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