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Updated: Jan 20, 2026

Enumeration of Neural Stem Cells Using Clonal Assays
Published on: October 4, 2016
Cutting Edge: Ig H Chains Are Sufficient to Determine Most B Cell Clonal Relationships
Julian Q Zhou1, Steven H Kleinstein2,3,4
1Interdepartmental Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT 06511.
Insights
The B cell receptor heavy chain alone is sufficient for identifying clonal relationships in adaptive immunity research. Analysis of paired BCR sequencing data confirms heavy chain accuracy, even with inconsistent light chains.
Area of Science:
- Immunology
- Computational Biology
- Genomics
Background:
- B cell clonal expansion is crucial for adaptive immunity.
- High-throughput sequencing of B cell receptors (BCRs) aids in studying this expansion.
- Current computational methods often rely solely on the BCR heavy (H) chain for clonal inference due to challenges in preserving B cell receptor H:L chain pairing.
Purpose of the Study:
- To assess the utility of paired B cell receptor (BCR) light (L) chains in refining clonal relationship inference.
- To evaluate the accuracy of heavy (H) chain-based clonal clustering in identifying B cell clones.
- To determine if L chains can improve H chain-based clonal clusters.
Main Methods:
- Utilized human single-cell paired BCR sequencing datasets.
- Performed computational inference to identify clonal relationships based on BCR H chain sequences.
- Assessed the impact of L chain consistency on the accuracy of H chain-based clonal clusters.
- Analyzed junction sequences and V segment mutations in misclustered clones.
Main Results:
- B cell receptor (BCR) heavy (H) chain-based clustering successfully identified clonal relationships with high confidence.
- Less than 20% of expanded clones identified by H chain analysis contained inconsistent L chains.
- Misclustered clones exhibited more divergent junction sequences and fewer shared V segment mutations in their H chains compared to accurately clustered clones.
- Paired L chains did not significantly refine the H chain-based clonal clusters.
Conclusions:
- The B cell receptor (BCR) heavy (H) chain alone is sufficient for confident identification of clonal relationships.
- While inconsistencies exist, H chain information provides a robust basis for clonal inference in adaptive immunity studies.
- Further leveraging H chain sequence data may offer avenues for refining clonal relationship identification.
Abstract:
B cell clonal expansion is vital for adaptive immunity. High-throughput BCR sequencing enables investigating this process but requires computational inference to identify clonal relationships. This inference usually relies on only the BCR H chain, as most current protocols do not preserve H:L chain pairing. The extent to which paired L chains aids inference is unknown. Using human single-cell paired BCR datasets, we assessed the ability of H chain-based clonal clustering to identify clones. Of the expanded clones identified, <20% grouped cells expressing inconsistent L chains. H chains from these misclustered clones contained more distant junction sequences and shared fewer V segment mutations than the accurate clones. This suggests that additional H chain information could be leveraged to refine clonal relationships. Conversely, L chains were insufficient to refine H chain-based clonal clusters. Overall, the BCR H chain alone is sufficient to identify clonal relationships with confidence.
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