Biotechnology and BioengineeringBioengineeringPeer-reviewed journal article
Optimizing Bispecific Antibody Expression via Multi-Omics Analysis and Vector Redesign
Jeremy J GamiD, Michelle M. ChangiD, Dinghai ZhengiD, Jennitte L. StevensiD, Alec A. K. NielseniD, Kevin D. Smith
Abstract
Bispecific antibodies are a growing class of therapeutics that simultaneously engage two targets. However, their complex molecular structures pose challenges for production in Chinese hamster ovary cells, the current industry standard for biologics manufacturing. Here we present a case study of three IgG-scFv format bsAbs expressed in CHO cells, in which one candidate exhibited markedly lower titers despite high sequence homology to the other two. Using multi-omics analysis (RNA sequencing, splicing prediction, codon optimization assessment, and motif screening) to investigate potential causes, we identified several likely mechanisms for poor expression, including aberrant splicing motifs, ribosome pausing sites, and suboptimal codon usage. Through targeted protein and DNA sequence engineering, we generated a revised variant with an 11-fold increase in stable expression titers. This work demonstrates that integrating sequence-level bioinformatic and synthetic biology diagnostics can directly improve manufacturability, providing a generalizable framework for resolving hidden expression liabilities in complex biologics.
- assay: bulk RNA-seq
- research focus: variant calling
- approach: deep learning
- approach: statistical model
- Citations
- 1
- FWCI
- 2.09
- Field percentile
- top 21%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Codon Deoptimization of Multispecific Biologics Reduces Mispairing During Transient Mammalian Protein Expression
Timothy Z. Chang, Weijun Ma, … Dietmar Hoffmann·Frontiers in Bioengineering and BiotechnologyPeer-reviewed·Feb 26, 2026
- Large-Scale Comparative Transcriptomic Analysis of CHO Cell Functional Adaptation to Recombinant Monoclonal Antibody Production
Cristina N. Alexandru-Crivac, Joseph F. Cartwright, … David C. James·bioRxiv·Jun 27, 2024
- Identification of Cellular Signatures Associated with Chinese Hamster Ovary (CHO) Cell Adaptation for Secretion of Antibodies
Ying Bai, Ivan Domenech Mercadé, … Rajesh K. Mistry·Computational and Structural Biotechnology JournalPeer-reviewed·Dec 10, 2024
- AI-guided design of common light chains to enable manufacturable bispecific antibodies
Longfei Cong, Brian M Richardson, … Per Jr Greisen·bioRxiv·Oct 11, 2025
- A metabolic network-based approach for developing feeding strategies for CHO cells to increase monoclonal antibody production
Hamideh Fouladiha, Sayed‐Amir Marashi, … Behrouz Vaziri·Bioprocess and Biosystems EngineeringPeer-reviewed·Mar 24, 2020
- Improving oligo-conjugated antibody signal in multimodal single-cell analysis
Terkild B. Buus, Alberto M. Herrera, … Sergei B. Koralov·eLifePeer-reviewed·Apr 16, 2021