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VDJ-Seq: Deep Sequencing Analysis of Rearranged Immunoglobulin Heavy Chain Gene to Reveal Clonal Evolution Patterns of B Cell Lymphoma
Published on: December 28, 2015
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Defining the clonality of peripheral T cell lymphomas using RNA-seq
Scott D Brown1,2, Greg Hapgood3, Christian Steidl4
1Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada.
Bioinformatics (Oxford, England)
|December 23, 2016
Summary
RNA sequencing of T cell receptors (TCRs) offers a more sensitive method for diagnosing peripheral T cell lymphomas (PTCLs) than traditional flow cytometry. This approach can identify dominant T cell clones even when flow cytometry shows no aberrant populations, improving diagnostic accuracy.
Area of Science:
- Immunogenomics
- Molecular diagnostics
- Oncology
Background:
- Malignant T cells in T-cell lymphoma originate from a single clone, identifiable by a unique T cell receptor (TCR).
- Conventional methods for identifying T-cell clones have limitations in sensitivity and diagnostic resolution.
Purpose of the Study:
- To evaluate the utility of TCR sequencing from RNA-seq data for diagnosing peripheral T cell lymphomas (PTCLs).
- To compare the sensitivity and diagnostic capability of RNA-seq-based TCR analysis with conventional flow cytometry.
Main Methods:
- RNA-sequencing (RNA-seq) was performed on sorted T cell populations from 60 PTCL subjects.
- TCR alpha and beta chain sequences were extracted and quantified directly from RNA-seq data.
- TCR data was analyzed to identify dominant T cell clones and assess clonality.
Main Results:
- RNA-seq successfully identified a dominant T cell clone in 96% of samples with immunophenotypically aberrant populations.
- A dominant clone was detected by RNA-seq in 80% of samples lacking aberrant populations by flow cytometry.
- RNA-seq demonstrated increased sensitivity and diagnostic ability compared to flow cytometry for PTCL detection.
Conclusions:
- TCR information from RNA-seq provides a higher-resolution view of PTCLs than conventional methods.
- RNA-seq-based TCR analysis enhances the diagnostic capability for PTCL, even in cases with a normal immunophenotype.
- This method improves the detection of T cell clonality, aiding in PTCL diagnosis.

