Related Experiment Video
Updated: Jan 11, 2026

08:09
High-throughput Titration of Luciferase-expressing Recombinant Viruses
Published on: September 19, 2014
13.3K
Automation of high-throughput arrayed lentivirus production and titration
Biorxiv : the Preprint Server for Biology
|November 19, 2025
Summary
Automating lentivirus production and titration significantly reduces time and cost for genome-wide CRISPR libraries. This new workflow offers a robust, scalable, and cost-effective platform for high-throughput arrayed lentiviral library generation.
Area of Science:
- Molecular Biology
- Biotechnology
- Genomics
Background:
- Generating arrayed genome-wide CRISPR libraries in lentiviral format is complex and resource-intensive.
- Existing methods are often laborious, time-consuming, and costly, hindering large-scale applications.
Purpose of the Study:
- To develop a fully automated workflow for lentivirus production and titration.
- To address the limitations of manual methods for generating arrayed lentiviral libraries.
Main Methods:
- Utilized a Biomek i7 Hybrid automated workstation integrated with multiple instruments and SAMI EX software.
- Implemented reverse transfection and triplicate wells for lentivector production in 96-well plates.
- Developed a titration method using U937-mCherry cells and a linear regression model for HEK293T cell conversion, validated across different flow cytometers.
Main Results:
- Achieved an average of three viral particles in transduction unit (TU) per producing HEK293T cell.
- Demonstrated strong reproducibility in titration across different flow cytometers (R² = 0.9).
- Produced high titers (median/mean ~1.2 x 10^6 TU/mL) for over 97% of 1,760 samples, exceeding the 2x10^5 TU/mL threshold.
Conclusions:
- The automated workflow provides a robust, scalable, and cost-effective platform for high-throughput arrayed lentiviral library production.
- This automation significantly streamlines the generation of essential tools for functional genomics research.
- The developed method enhances efficiency and reproducibility in lentiviral vector generation and titration.

