HLA Typing via Segmented NGS and Targeted Sequencing
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Solution Overview
Problem
Current methods for HLA typing, particularly using next-generation sequencing (NGS), struggle to provide full-length HLA sequence typing, which is essential for accurate organ transplantation, disease association studies, and predicting responses to immunotherapy.
Innovation Solution
A personalized HLA typing method that aligns sequencing data with known HLA sequences and applies variant calling techniques to identify novel HLA alleles and resolve ambiguities, especially at the 3rd and 4th fields of resolution.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If HLA-targetted sequencing is used to resolve HLA typing ambiguities, then measurement precision is improved, but device complexity and loss of time increase
Solution Approach 1:
The method segments the HLA typing process into two distinct phases: first performing standard NGS to obtain moderate sequence depth for initial allele identification, then selectively applying HLA-targetted sequencing only to specific regions (peptide binding cleft exons) where ambiguities exist. This segmentation allows the system to achieve high precision where needed while avoiding the complexity and cost of comprehensive targetted sequencing for all samples.
Solution Approach 2:
The invention applies partial targetted sequencing rather than complete targetted sequencing to all samples. By using standard NGS for initial typing and reserving HLA-targetted sequencing only for resolving specific ambiguities in the peptide binding cleft regions, the method achieves sufficient precision for clinical applications without the excessive complexity and resource consumption of full targetted sequencing workflows.
2Measurement precision
If HLA-targetted sequencing is used, then measurement precision is improved, but loss of time increases
Solution Approach 1:
The workflow is segmented into a rapid initial phase using standard NGS that provides moderate sequence depth for most samples, followed by a targeted refinement phase using HLA-specific sequencing only for samples with ambiguities. This time segmentation allows the majority of samples to be processed quickly while dedicating additional time only to cases where higher precision is needed.
Solution Approach 2:
The method applies partial targetted sequencing only to the extent necessary for resolving ambiguities in critical regions (peptide binding cleft exons) rather than performing comprehensive targetted sequencing on all samples. This partial application of the time-intensive technique maintains high precision for critical determinations while minimizing overall time loss.
3Device complexity
If standard NGS is used, then device complexity is reduced, but measurement precision deteriorates
Solution Approach 1:
The HLA typing workflow is segmented into two precision levels: standard NGS provides initial typing with moderate precision for the majority of samples, while HLA-targetted sequencing provides high-precision resolution for ambiguous cases. This segmented approach allows the system to maintain simplicity for routine samples while achieving high precision when needed.
Solution Approach 2:
The invention applies standard NGS (simpler method) for partial typing of all samples, then selectively applies HLA-targetted sequencing (more complex method) only to the extent necessary for resolving specific ambiguities in the peptide binding cleft regions, achieving sufficient overall precision without consistently requiring the more complex workflow.
Data Source
AI summary
The present invention relates to a method for characterising the HLA status of a genetic sample obtained from a subject, comprising the steps of: i. carrying out DNA or RNA sequencing on said genetic sample obtained from said subject; ii. aligning the obtained sequence with one or more reference HLA allele sequences; iii. Applying a variant calling technique to identify the presence of or type of variant(s) in the HLA sequence of said genetic sample thereby to determine the HLA status.


