Literature DB >> 26325199

Transcriptome analysis of a CHO cell line expressing a recombinant therapeutic protein treated with inducers of protein expression.

Dina Fomina-Yadlin1, Mirna Mujacic1, Kathy Maggiora1, Garrett Quesnell1, Ramsey Saleem1, Jeffrey T McGrew2.   

Abstract

The search for specific productivity (qP) determinants in Chinese hamster ovary (CHO) cells has been the focus of the biopharmaceutical cell line engineering efforts aimed at creating "super-producer" cell lines. In this study, we evaluated the impact of small-molecule inducers and temperature shift on recombinant protein production, and used transcriptomic analysis to define gene-phenotype correlations for qP in our biological system. Next-generation RNA Sequencing (RNA-Seq) analysis revealed that each individual inducer (caffeine, hexamethylene bisacetamide (HMBA) and sodium butyrate (NaBu)) or a combination treatment had a distinct impact on the gene expression program of the RANK-Fc cell line. Temperature shift to 31 °C impacted inducer action with respect to transcriptional changes and phenotypic cell line parameters. We showed that inducer treatment was able to increase expression level of the Fc- fusion mRNA and the selectable marker mRNA from 16% up to 45% of total mRNA in the cell. We further demonstrated that qP exhibited a strong positive linear correlation to transcript levels of both the RANK-Fc fusion protein and the dihydrofolate reductase (DHFR) selectable marker. In fact, these were 2 out of 7 transcripts with significant positive correlation to qP at both temperatures. Many more transcripts were anti- correlated to qP, and gene set enrichment analysis (GSEA) revealed that those were involved in cell cycle progression, transcription, mRNA processing, translation and protein folding. Therefore, we postulate that the transcript level of the recombinant protein is a major qP determinant in our biological system, while downregulation of routine activity within the cell is necessary to divert cellular resources towards recombinant protein production.
Copyright © 2015 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Chinese hamster ovary; RNA-Seq; Recombinant protein expression; Small-molecule inducers; Specific productivity; Temperature shift

Mesh:

Substances:

Year:  2015        PMID: 26325199     DOI: 10.1016/j.jbiotec.2015.08.025

Source DB:  PubMed          Journal:  J Biotechnol        ISSN: 0168-1656            Impact factor:   3.307


  10 in total

1.  Validation and identification of reference genes in Chinese hamster ovary cells for Fc-fusion protein production.

Authors:  Xiaonan Ma; Ling Zhang; Luming Zhang; Chenglong Wang; Xiaorui Guo; Yu Yang; Lin Wang; Xiangru Li; Ningning Ma
Journal:  Exp Biol Med (Maywood)       Date:  2020-03-26

2.  Rapid intensification of an established CHO cell fed-batch process.

Authors:  Markus Schulze; Julia Niemann; Rene H Wijffels; Jens Matuszczyk; Dirk E Martens
Journal:  Biotechnol Prog       Date:  2021-09-25

3.  Ribosome profiling-guided depletion of an mRNA increases cell growth rate and protein secretion.

Authors:  Thomas Beuchert Kallehauge; Shangzhong Li; Lasse Ebdrup Pedersen; Tae Kwang Ha; Daniel Ley; Mikael Rørdam Andersen; Helene Faustrup Kildegaard; Gyun Min Lee; Nathan E Lewis
Journal:  Sci Rep       Date:  2017-01-16       Impact factor: 4.379

Review 4.  Circular RNAs: Regulators of Cancer-Related Signaling Pathways and Potential Diagnostic Biomarkers for Human Cancers.

Authors:  Zuozhang Yang; Lin Xie; Lei Han; Xin Qu; Yihao Yang; Ya Zhang; Zewei He; Yu Wang; Jing Li
Journal:  Theranostics       Date:  2017-07-22       Impact factor: 11.556

5.  Network reconstruction of the mouse secretory pathway applied on CHO cell transcriptome data.

Authors:  Anne Mathilde Lund; Christian Schrøder Kaas; Julian Brandl; Lasse Ebdrup Pedersen; Helene Faustrup Kildegaard; Claus Kristensen; Mikael Rørdam Andersen
Journal:  BMC Syst Biol       Date:  2017-03-15

6.  Transcriptomic analysis reveals mode of action of butyric acid supplementation in an intensified CHO cell fed-batch process.

Authors:  Markus Schulze; Yadhu Kumar; Merle Rattay; Julia Niemann; Rene H Wijffels; Dirk E Martens
Journal:  Biotechnol Bioeng       Date:  2022-06-24       Impact factor: 4.395

7.  A pooled CRISPR/AsCpf1 screen using paired gRNAs to induce genomic deletions in Chinese hamster ovary cells.

Authors:  Valerie Schmieder; Neža Novak; Heena Dhiman; Ly Ngoc Nguyen; Evgenija Serafimova; Gerald Klanert; Martina Baumann; Helene Faustrup Kildegaard; Nicole Borth
Journal:  Biotechnol Rep (Amst)       Date:  2021-06-20

8.  Effect of Temperature Downshift on the Transcriptomic Responses of Chinese Hamster Ovary Cells Using Recombinant Human Tissue Plasminogen Activator Production Culture.

Authors:  Andrea Bedoya-López; Karel Estrada; Alejandro Sanchez-Flores; Octavio T Ramírez; Claudia Altamirano; Lorenzo Segovia; Juan Miranda-Ríos; Mauricio A Trujillo-Roldán; Norma A Valdez-Cruz
Journal:  PLoS One       Date:  2016-03-18       Impact factor: 3.240

9.  Addition of a histone deacetylase inhibitor increases recombinant protein expression in Medicago truncatula cell cultures.

Authors:  Rita B Santos; Ana Sofia Pires; Rita Abranches
Journal:  Sci Rep       Date:  2017-12-01       Impact factor: 4.379

10.  High-Throughput Screening Identifies Two Novel Small Molecule Enhancers of Recombinant Protein Expression.

Authors:  Jiasong Chang; Xiaoxu Chen; Ruolin Wang; Run Shi; Xiaogang Wang; Wei Lu; Sanyuan Ma; Qingyou Xia
Journal:  Molecules       Date:  2020-01-15       Impact factor: 4.411

  10 in total

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