Related Experiment Video
Updated: Nov 4, 2025

Author Spotlight: Cost-Effective Transcriptomic Drug Screening - Unlocking New Targets
Published on: February 23, 2024
Benchmarking and optimization of a high-throughput sequencing based method for transgene sequence variant analysis in
Joost Groot1,2, Yizhou Zhou3, Eric Marshall1
1Genome Technologies and Computational Sciences, Biogen, Cambridge, Massachusetts, USA.
This study refines High-Throughput Sequencing (HTS) for detecting mutations in biotherapeutics, improving cell line development. Optimized protocols enhance accuracy and reduce false positives for reliable mutation detection.
Area of Science:
- Biotechnology
- Molecular Biology
- Genomics
Background:
- High-Throughput Sequencing (HTS) is crucial for detecting mutations in biotherapeutic transgene products during cell line development.
- Previous work established an amplicon sequencing method for rapid mutation detection to aid cell line clone selection.
- Assay improvements were driven by practical experience across various cell line development programs.
Purpose of the Study:
- To report on improvements to an existing HTS-based mutation detection assay.
- To comprehensively benchmark the enhanced assay's performance and robustness.
- To identify optimal sample and library preparation protocols for minimizing errors and false positives.
Main Methods:
- Developed and refined an amplicon sequencing assay targeting transgene RNA for mutation detection.
- Benchmarked assay performance using spike-in mutations ranging from 60% down to 0.3% frequency.
- Evaluated the impact of 16 different sample and HTS library preparation protocols on mutation quantification and artifact generation.
Main Results:
- Confirmed the assay's robustness and high confidence limit of detection at approximately 0.6%.
- Identified specific protocols that significantly reduce background error mutations (artifacts).
- Demonstrated a substantial reduction in false positives, facilitating the detection of low-level true mutations.
Conclusions:
- The improved HTS assay offers enhanced accuracy and reliability for mutation detection in biotherapeutic development.
- Optimized protocols are critical for minimizing artifacts and improving the detection of low-frequency mutations.
- This work advances cell line development by providing a more robust and sensitive quality control method.
More Related Videos
13:24Integration of Wet and Dry Bench Processes Optimizes Targeted Next-generation Sequencing of Low-quality and Low-quantity Tumor Biopsies
Published on: April 11, 2016
09:33Author Spotlight: Finding New Therapeutic Targets for Malignant Peripheral Nerve Sheath Tumor Through Genome-Scale shRNA Screens
Published on: August 25, 2023