Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Muriel Bardor is active.

Publication


Featured researches published by Muriel Bardor.


Journal of Biotechnology | 2012

IRES-mediated Tricistronic vectors for enhancing generation of high monoclonal antibody expressing CHO cell lines.

Steven C. L. Ho; Muriel Bardor; Huatao Feng; Mariati; Yen Wah Tong; Zhiwei Song; Miranda G.S. Yap; Yuansheng Yang

A Tricistronic vector utilizing internal ribosome entry site (IRES) elements to express the light chain (LC), heavy chain (HC), and a neomycin phosphotransferase (NPT) selection marker from one transcript is designed for generation of mAb expressing CHO cell lines. As compared to the commonly used vectors, benefits of this design include: (1) minimized non-expressing clones, (2) enhanced stable mAb productivity without gene amplification, (3) control of LC and HC expression at defined ratios, and (4) consistent product quality. After optimization of the LC and HC arrangement and increasing selection stringency by weakening the NPT selection marker, this Tricistronic vector is able to generate stably transfected pools with specific productivity (qmAb) greater than 5pg/cell/day (pcd) and titers over 150mg/L. 5% of clones from these pools have qmAb greater than 20pcd and titers ranging from 300 to more than 500mg/L under non-optimized shake flask batch cultures using commercially available protein-free medium. The mAb produced by these clones have low aggregation and consistent glycosylation profiles. The entire process of transfection to high-expressing clones requires only 6 months. The IRES-mediated Tricistronic vector provides an attractive alternative to commonly used vectors for fast generation of mAb CHO cell lines with high productivity.


Biotechnology Journal | 2012

Minimizing immunogenicity of biopharmaceuticals by controlling critical quality attributes of proteins

Miranda van Beers; Muriel Bardor

Adverse immune responses severely hamper the success of biopharmaceutical therapies. Possible clinical consequences include anaphylaxis, reduced drug half‐life and neutralization of the therapeutic protein as well as the endogenous human homologue. Controlling potential triggers of the immune system helps to minimize the immunogenicity of biopharmaceuticals, a crucial consideration in biopharmaceutical manufacturing. This review summarizes the latest advancements that have been made towards insight into the impact of structural characteristics on the immunogenicity of therapeutic proteins. Examples are given to illustrate the role of critical quality attributes, such as protein conformation, glycosylation, chemical modifications and aggregation, in immunogenicity. During the development of biopharmaceutical products, it is important to not just assess the risk for immunogenicity in clinical trials, but to ensure product quality throughout drug design, cell‐line selection, upstream and downstream processing, all the way to to the final product.


Biotechnology Journal | 2012

The sweet tooth of biopharmaceuticals: Importance of recombinant protein glycosylation analysis

Nico Lingg; Peiqing Zhang; Zhiwei Song; Muriel Bardor

Biopharmaceuticals currently represent the fastest growing sector of the pharmaceutical industry, mainly driven by a rapid expansion in the manufacture of recombinant protein‐based drugs. Glycosylation is the most prominent post‐translational modification occurring on these protein drugs. It constitutes one of the critical quality attributes that requires thorough analysis for optimal efficacy and safety. This review examines the functional importance of glycosylation of recombinant protein drugs, illustrated using three examples of protein biopharmaceuticals: IgG antibodies, erythropoietin and glucocerebrosidase. Current analytical methods are reviewed as solutions for qualitative and quantitative measurements of glycosylation to monitor quality target product profiles of recombinant glycoprotein drugs. Finally, we propose a framework for designing the quality target product profile of recombinant glycoproteins and planning workflow for glycosylation analysis with the selection of available analytical methods and tools.


Journal of Biotechnology | 2013

Control of IgG LC:HC ratio in stably transfected CHO cells and study of the impact on expression, aggregation, glycosylation and conformational stability.

Steven C. L. Ho; Esther Y. C. Koh; Miranda van Beers; Monika Mueller; Corrine Wan; Gavin Teo; Zhiwei Song; Yen Wah Tong; Muriel Bardor; Yuansheng Yang

Immunoglobulin G (IgG), the most common class of commercial monoclonal antibodies (mAbs), exists as multimers of two identical light chains (LC) and two identical heavy chains (HC) assembled together by disulfide bridges. Due to the kinetics of mAb assembly, it is suggested that expression of LC and HC in equal amounts is not optimal for IgG production. We designed a set of vectors using internal ribosome entry site (IRES) elements to control LC and HC expression. The intracellular LC:HC ratio of stable IgG expressing Chinese hamster ovary (CHO) cell pools can be controlled effectively at four different ratios of 3.43, 1.24, 1.12, and 0.32. The stable pools were used to study the impact of LC:HC ratio on mAb expression and quality. Gene amplification was most effective for pools with excess LC and generated the highest mAb titers among the transfected pools. When LC:HC ratio was greater than one, more than 97% of the secreted products were IgG monomers. The products also have similar N-glycosylation profiles and conformational stabilities at those ratios. For pools presented a lower LC:HC ratio of 0.32, monomers only constituted half of the product with the other half being aggregates and mAb fragments. High mannose-type N-glycans increased while fucosylated and galactosylated glycans decreased significantly at the lowest LC:HC ratio. Product stability was also adversely affected. The results obtained provide insights to the impact of different LC:HC ratios on stable mAb production and useful information for vector design during generation of mAb producing cell lines.


Advances in Biochemical Engineering \/ Biotechnology | 2012

CHO Glycosylation Mutants as Potential Host Cells to Produce Therapeutic Proteins with Enhanced Efficacy

Peiqing Zhang; Kah Fai Chan; Ryan Haryadi; Muriel Bardor; Zhiwei Song

CHO glycosylation mutants, pioneered by Stanley and co-workers, have proven to be valuable tools in glycobiology and biopharmaceutical research. Here we aim to provide a summary of our efforts to isolate industrially applicable CHO glycosylation mutants, termed CHO-gmt cells, using cytotoxic lectins and zinc-finger nuclease technology. The genetic defects in the glycosylation machinery in these cells lead to the production of recombinant glycoproteins with consistent and unique glycan structures. In addition, these mutant cells can be easily adapted to serum-free medium in suspension cultures, the condition used by the biotech industry for large-scale production of recombinant therapeutics. In light of the critical impact of glycosylation on biopharmaceutical performances, namely, safety and efficacy, the CHO-gmt lines have enormous potential in producing glycoprotein therapeutics with optimal glycosylation profiles, thus, representing a panel of ideal host cell lines for producing recombinant biopharmaceuticals with improved safety profiles and enhanced efficacy.


PLOS ONE | 2013

Comparison of Internal Ribosome Entry Site (IRES) and Furin-2A (F2A) for Monoclonal Antibody Expression Level and Quality in CHO Cells

Steven C. L. Ho; Muriel Bardor; Bin Li; Jia Juan Lee; Zhiwei Song; Yen Wah Tong; Lin-Tang Goh; Yuansheng Yang

Four versions of tricistronic vectors expressing IgG1 light chain (LC), IgG1 heavy chain (HC), and dihydrofolate reductase (DHFR) in one transcript were designed to compare internal ribosome entry site (IRES) and furin-2A (F2A) for their influence on monoclonal antibody (mAb) expression level and quality in CHO DG44 cells. LC and HC genes are arranged as either the first or the second cistron. When using mAb quantification methods based on the detection antibodies against HC Fc region, F2A-mediated tricistronic vectors appeared to express mAb at higher levels than the IRES-mediated tricistronic vectors in both transient and stable transfections. Further analysis revealed that more than 40% of products detected in stably transfected pools generated using the two F2A-mediated tricistronic vectors were aggregates. LC and HC from the F2A stably transfected pools were not properly processed, giving rise to LC+F2A+HC or HC+F2A+LC fusion proteins, LC and HC polypeptides with F2A remnants, and incorrectly cleaved signal peptides. Both IRES-mediated tricistronic vectors express mAb with correct sizes and signal peptide cleavage. Arrangement of LC as the first cistron in the IRES-mediated tricistronic vectors exhibits increased mAb expression level, better growth, and minimized product aggregation, while arrangement of HC as first cistron results in low expression, slower growth, and high aggregation. The results obtained will be beneficial for designing vectors that enhance mAb expression level and quality in mammalian cells.


Journal of Chromatography A | 2013

Highly linear pH gradients for analyzing monoclonal antibody charge heterogeneity in the alkaline range

Nico Lingg; Eddy Tan; Beate Hintersteiner; Muriel Bardor; Alois Jungbauer

Recombinant antibodies with high isoelectric point are frequent since most of them are constructed from the same framework. Classically, cation exchange chromatography is used as a standard method for the determination of antibody charge heterogeneity. In contrast, in this study highly linear pH gradients were achieved by keeping the buffering capacity over the length of the gradient constant. The buffering compounds were selected to be unretained on the column and their respective concentration was adjusted in the start and end buffer of the pH gradient to achieve constant buffering capacity. This helps conserve linearity and stability of the gradient. The method allows quantification of charge variant distribution and the determination of chromatographic isoelectric point. To demonstrate the effectiveness of this novel method, a ProPac WCX-10 column was used to separate isoforms of trastuzumab biosimilar antibodies. Effects of pH gradient linearity and of varying the analytical amount of sample on the separation are shown.


Analytical Chemistry | 2014

Multiple reaction monitoring mass spectrometry for the discovery and quantification of O-GlcNAc-modified proteins.

Julien Jean Pierre Maury; Daniel Ng; Xuezhi Bi; Muriel Bardor

O-linked N-acetylglucosamine (O-GlcNAc) is a post-translational modification regulating proteins involved in a variety of cellular processes and diseases. Unfortunately, O-GlcNAc remains challenging to detect and quantify by shotgun mass spectrometry (MS) where it is time-consuming and tedious. Here, we investigate the potential of Multiple Reaction Monitoring Mass Spectrometry (MRM-MS), a targeted MS method, to detect and quantify native O-GlcNAc modified peptides without extensive labeling and enrichment. We report the ability of MRM-MS to detect a standard O-GlcNAcylated peptide and show that the method is robust to quantify the amount of O-GlcNAcylated peptide with a method detection limit of 3 fmol. In addition, when diluted by 100-fold in a trypsin-digested whole cell lysate, the O-GlcNAcylated peptide remains detectable. Next, we apply this strategy to study glycogen synthase kinase-3 beta (GSK-3β), a kinase able to compete with O-GlcNAc transferase and modify identical site on proteins. We demonstrate that GSK-3β is itself modified by O-GlcNAc in human embryonic stem cells (hESC). Indeed, by only using gel electrophoresis to grossly enrich GSK-3β from whole cell lysate, we discover by MRM-MS a novel O-GlcNAcylated GSK-3β peptide, bearing 3 potential O-GlcNAcylation sites. We confirm our finding by quantifying the increase of O-GlcNAcylation, following hESC treatment with an O-GlcNAc hydrolase inhibitor. This novel O-GlcNAcylation could potentially be involved in an autoinhibition mechanism. To the best of our knowledge, this is the first report utilizing MRM-MS to detect native O-GlcNAc modified peptides. This could potentially facilitate rapid discovery and quantification of new O-GlcNAcylated peptides/proteins.


Cell systems | 2017

Mammalian Systems Biotechnology Reveals Global Cellular Adaptations in a Recombinant CHO Cell Line

Faraaz Noor Khan Yusufi; Meiyappan Lakshmanan; Ying Swan Ho; Bernard Loo; Pramila Ariyaratne; Yuansheng Yang; Say Kong Ng; Tessa Rui Min Tan; Hock Chuan Yeo; Hsueh Lee Lim; Sze Wai Ng; Ai Ping Hiu; Chung Ping Chow; Corrine Wan; Shuwen Chen; Gavin Teo; Gao Song; Ju Xin Chin; Xiaoan Ruan; Ken Wing Kin Sung; Wei Shou Hu; Miranda Gek Sim Yap; Muriel Bardor; Niranjan Nagarajan; Dong-Yup Lee

Effective development of host cells for therapeutic protein production is hampered by the poor characterization of cellular transfection. Here, we employed a multi-omics-based systems biotechnology approach to elucidate the genotypic and phenotypic differences between a wild-type and recombinant antibody-producing Chinese hamster ovary (CHO) cell line. At thexa0genomic level, we observed extensive rearrangements in specific targeted loci linked to transgene integration sites. Transcriptional re-wiring of DNA damage repair and cellular metabolism in the antibody producer, via changes in gene copy numbers, was also detected. Subsequent integration of transcriptomic data with a genome-scale metabolic model showed a substantial increase in energy metabolism in the antibody producer. Metabolomics, lipidomics, and glycomics analyses revealed an elevation in long-chain lipidxa0species, potentially associated with protein transport and secretion requirements, and a surprising stability of N-glycosylation profiles between both cell lines. Overall, the proposed knowledge-based systems biotechnology framework can further accelerate mammalian cell-line engineering in a targeted manner.


Stem Cell Research | 2013

Excess of O-linked N-acetylglucosamine modifies human pluripotent stem cell differentiation.

Julien Jean Pierre Maury; Ken Kwok-Keung Chan; Lu Zheng; Muriel Bardor

O-linked-N-acetylglucosamine (O-GlcNAc), a post translational modification, has emerged as an important cue in controlling key cell mechanisms. Here, we investigate O-GlcNAcs role in the maintenance and differentiation of human pluripotent stem cells (hPSC). We reveal that protein expression of O-GlcNAc transferase and hydrolase both decreases during hPSC differentiation. Upregulating O-GlcNAc with O-GlcNAc hydrolase inhibitors has no significant effect on either the maintenance of pluripotency in hPSC culture, or the loss of pluripotency in differentiating hPSC. However, in spontaneously differentiating hPSC, excess O-GlcNAc alters the expression of specific lineage markers: decrease of ectoderm markers (PAX6 by 53-88%, MSX1 by 26-49%) and increase of adipose-related mesoderm markers (PPARγ by 28-100%, C/EBPα by 46-135%). All other lineage markers tested (cardiac, visceral-endoderm, trophectoderm) remain minimally affected by upregulated O-GlcNAc. Interestingly, we also show that excess O-GlcNAc triggers a feedback mechanism that increases O-GlcNAc hydrolase expression by 29-91%. To the best of our knowledge, this is the first report demonstrating that excess O-GlcNAc does not affect hPSC pluripotency in undifferentiated maintenance cultures; instead, it restricts the hPSC differentiation towards specific cell lineages. These data will be useful for developing targeted differentiation protocols and aid in understanding the effects of O-GlcNAc on hPSC differentiation.

Collaboration


Dive into the Muriel Bardor's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Yen Wah Tong

National University of Singapore

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge