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Featured researches published by Da Ren.


Biochemistry | 2008

Structure and Stability Changes of Human IgG1 Fc as a Consequence of Methionine Oxidation

Dingjiang Liu; Da Ren; Holly Huang; Jane Dankberg; Robert Rosenfeld; Melanie J. Cocco; Luke Li; David N. Brems; Richard L. Remmele

The Fc region has two highly conserved methionine residues, Met 33 (C(H)3 domain) and Met 209 (C(H)3 domain), which are important for the Fcs structure and biological function. To understand the effect of methionine oxidation on the structure and stability of the human IgG1 Fc expressed in Escherichia coli, we have characterized the fully oxidized Fc using biophysical (DSC, CD, and NMR) and bioanalytical (SEC and RP-HPLC-MS) methods. Methionine oxidation resulted in a detectable secondary and tertiary structural alteration measured by circular dichroism. This is further supported by the NMR data. The HSQC spectral changes indicate the structures of both C(H)2 and C(H)3 domains are affected by methionine oxidation. The melting temperature (Tm) of the C(H)2 domain of the human IgG1 Fc was significantly reduced upon methionine oxidation, while the melting temperature of the C(H)3 domain was only affected slightly. The change in the C(H)2 domain T m depended on the extent of oxidation of both Met 33 and Met 209. This was confirmed by DSC analysis of methionine-oxidized samples of two site specific methionine mutants. When incubated at 45 degrees C, the oxidized Fc exhibited an increased aggregation rate. In addition, the oxidized Fc displayed an increased deamidation (at pH 7.4) rate at the Asn 67 and Asn 96 sites, both located on the C(H)2 domain, while the deamidation rates of the other residues were not affected. The methionine oxidation resulted in changes in the structure and stability of the Fc, which are primarily localized to the C(H)2 domain. These changes can impact the Fcs physical and covalent stability and potentially its biological functions; therefore, it is critical to monitor and control methionine oxidation during manufacturing and storage of protein therapeutics.


Analytical Biochemistry | 2009

An improved trypsin digestion method minimizes digestion-induced modifications on proteins

Da Ren; Gary D. Pipes; Dingjiang Liu; Liang-Yu Shih; Andrew C. Nichols; Michael J. Treuheit; David N. Brems; Pavel V. Bondarenko

Trypsin digestion can induce artificial modifications such as asparagine deamidation and N-terminal glutamine cyclization on proteins due to the temperature and the alkaline pH buffers used during digestion. The amount of these artificial modifications is directly proportional to the incubation time of protein samples in the reduction/alkylation buffer and, more important, in the digestion buffer where the peptides are completely solvent exposed. To minimize these artificial modifications, we focused on minimizing the trypsin digestion time by maximizing trypsin activity. Trypsin activity was optimized by the complete removal of guanidine, which is a known trypsin inhibitor, from the digestion buffer. As a result, near complete trypsin digestion was achieved on reduced and alkylated immunoglobulin gamma molecules in 30min. The protein tryptic fragments and their modification products were analyzed and quantified by reversed-phase liquid chromatography/tandem mass spectrometry using an in-line LTQ Orbitrap mass spectrometer. The reduction and alkylation reaction time was also minimized by monitoring the completeness of the reaction using a high-resolution time-of-flight mass spectrometer. Using this 30-min in-solution trypsin digestion method, little protocol-induced deamidation or N-terminal glutamine cyclization product was observed and cleaner tryptic maps were obtained due to less trypsin self-digestion and fewer nonspecific cleavages. The throughput of trypsin digestion was also improved significantly compared with conventional trypsin digestion methods.


Biotechnology and Bioengineering | 2014

Cell line profiling to improve monoclonal antibody production

Sohye Kang; Da Ren; Gang Xiao; Kristi Daris; Lynette Buck; Atim A. Enyenihi; Roman A. Zubarev; Pavel V. Bondarenko; Rohini Deshpande

Mammalian cell culture performance is influenced by both intrinsic (genetic) and extrinsic (media and process) factors. In this study, intrinsic capacity of various monoclonal antibody‐producing Chinese Hamster Ovary (CHO) cell lines was compared by exposing them to the same culture condition. Microarray‐based transcriptomics and LC–MS/MS shotgun proteomics technologies were utilized to obtain expression landscape of different cell lines. Specific transcripts and proteins correlating with productivity, growth rate and cell size have been identified. The proteomics analysis results showed a strong correlation between the intracellular protein expression levels of the recombinant DHFR and productivity. In contrast, neither the light chain nor the heavy chain of the recombinant monoclonal antibody showed correlation to productivity. Other top ranked proteins which demonstrated positive correlation to productivity included the adaptor protein complex subunits AP3D1and AP2B2, DNA repair protein DDB1 and the ER translocation complex component, SRPR. The subunits of molecular chaperone T‐complex protein 1 and the regulator of mitochondrial one‐carbon metabolism MTHFD2 showed negative correlation to productivity. The transcriptomics analysis has identified the regulators of calcium signaling, Tmem20 and Rcan1, as the top ranked genes displaying positive and negative correlation to productivity, respectively. For the second part of the study, the principal component analysis (PCA) was generated to view the underlying global structure of the expression data. A clear division and expression polarity was observed between the two distinct clusters of cell lines, independent of link to productivity or any other traits examined. The primary component of the PCA generated from either transcriptomics or proteomics data displayed a strong correlation to cell size and doubling time, while none of the main principal components showed correlation to productivity. Our findings suggest that productivity is rather a minor feature in the context of global transcriptional or protein expression space. Biotechnol. Bioeng. 2014;111: 748–760.


Pharmaceutical Research | 2012

Elucidation of Degradants in Acidic Peak of Cation Exchange Chromatography in an IgG1 Monoclonal Antibody Formed on Long-Term Storage in a Liquid Formulation

Sejal Gandhi; Da Ren; Gang Xiao; Pavel V. Bondarenko; Christopher Sloey; Margaret Speed Ricci; Sampathkumar Krishnan

ABSTRACTPurposeAn IgG1 therapeutic monoclonal antibody showed an increase in acidic or pre-peak by cation exchange chromatography (CEX) at elevated temperatures, though stable at 2–8°C long-term storage in a liquid formulation. Characterization effort was undertaken to elucidate the degradants in CEX pre-peak and effect on biological activity.MethodsPurified CEX fractions were collected and analyzed by peptide mapping, size exclusion, intact and reduced-alkylated reversed phase techniques. Biophysical characterization, isoelectric focusing and Isoquant analysis were also performed to determine nature of degradants. Bioassay and surface plasmon resonance experiments were performed to determine the impact on biological activity of the degradants.ResultsNo major degradation due to oxidation, clipping or aggregation was detected; conformational differences between purified fractions observed were not significant. Sialic acid, N-terminal glutamine cyclization and glycation differences contributed to the CEX pre-peak in the mAb control sample; increase in CEX pre-peak at 25°C and higher was caused by additive degradation pathways of deamidation, related isomerization and clipping.ConclusionsThe observed CEX pre-peak increase was caused by multiple degradations, especially deamidation and clipping. This elucidation of degradants in CEX peaks may apply to other therapeutic IgG1 monoclonal antibodies.


Analytical Biochemistry | 2009

Top-down N-terminal sequencing of Immunoglobulin subunits with electrospray ionization time of flight mass spectrometry

Da Ren; Gary D. Pipes; David M. Hambly; Pavel V. Bondarenko; Michael J. Treuheit; Himanshu S. Gadgil

An N-terminal top-down sequencing approach was developed for IgG characterization, using high-resolution HPLC separation and collisionally activated dissociation (CAD) on a single-stage LCT Premier time of flight (TOF) mass spectrometer. Fragmentation of the IgG chains on the LCT Premier was optimized by varying the ion guide voltage values. Ion guide 1 voltage had the most significant effect on the fragmentation of the IgG chains. An ion guide 1 voltage value of 100 V was found to be optimum for the N-terminal fragmentation of IgG heavy and light chains, which are approximately 50 and 25 kDa, respectively. The most prominent ion series in this CAD experiment was the terminal b-ion series which allows N-terminal sequencing. Using this technique, we were able to confirm the sequence of up to seven N-terminal residues. Applications of this method for the identification of N-terminal pyroglutamic acid formation will be discussed. The method described could be used as a high-throughput method for the rapid N-terminal sequencing of IgG chains and for the detection of chemical modifications in the terminal residues.


International Journal of Biological Macromolecules | 2009

Degradation products analysis of an Fc fusion protein using LC/MS methods

Da Ren; Gayathri Ratnaswamy; Jill Beierle; Michael J. Treuheit; David N. Brems; Pavel V. Bondarenko

The following analytical methods have been used to identify and quantify degradation products in an E. coli expressed human immunoglobulin G Fc fusion protein in both liquid and lyophilized forms: two-dimensional AEX/RP/MS, limited proteolysis followed by LC/MS, and tryptic digestion followed by LC/MS/MS. After aging in a potassium phosphate pH 7.0 buffer for 3 months at 29 degrees C, peptide map analysis revealed that asparagine N78 (N297 according to Edelman sequencing) of the CH2 domain was the most rapidly deamidated site in the molecule probably due to the lack of the N-linked glycan on this asparagine, but this deamidation can be prevented under properly formulated conditions. This is the first report on the rate of deamidation on N297 of an IgG molecule without glycosylation. The active protein portion of the Fc fusion protein contains two methionine residues that are potentially susceptible to oxidation. Limited proteolysis was employed to cleave the active protein portion and measure the amount of oxidation. LC/MS analysis identified that the liquid sample aged at 29 degrees C for 3 months produced 40% oxidation, while the control sample contained only 4% oxidation on the active protein. In contrast to the aged liquid sample, the aged lyophilized sample showed no increase of deamidation or oxidation after storage at 37 degrees C for 8 months.


Journal of Biotechnology | 2014

Proteomics analysis of altered cellular metabolism induced by insufficient copper level.

Sohye Kang; Gang Xiao; Da Ren; Zhongqi Zhang; Nicole Le; Michael Trentalange; Shivani Gupta; Henry Lin; Pavel V. Bondarenko

Insufficient copper level in the mammalian cell culture medium resulted in lactate accumulation while maintaining similar growth and culture viability profiles. Label-free, LC-MS/MS-based shotgun proteomics method was applied to compare the protein expression profiles obtained from the cultures exposed to suboptimal copper level to those provided with sufficient amount of copper. Under copper deficient condition, a substantial reduction of the protein levels of the multiple subunits of Complex IV, also known as cytochrome c oxidase, of the mitochondrial electron transport chain was observed for all three different Chinese Hamster Ovary (CHO) cell lines expressing therapeutic monoclonal antibodies tested. Additional proteins affected by suboptimal copper level included peroxiredoxin (PRDX) and hepatocyte-derived growth factor (HDGF), which were affected during early phase of the fed-batch production, several days prior to initiation of lactate accumulation. In contrast, proteins such as syntenin (SDCBP) and integral membrane 2C (ITM2C) showed altered expression patterns toward the end of culture duration, after lactate divergence had occurred. For all conditions tested, time was the most predominant factor facilitating the direction of global protein expression trend, with substantial number of proteins subjected to time-dependent changes in expression, independent of copper.


Pda Journal of Pharmaceutical Science and Technology | 2012

Interactions between Therapeutic Proteins and Acrylic Acid Leachable

Dengfeng Liu; Yasser Nashed-Samuel; Pavel V. Bondarenko; David N. Brems; Da Ren

Leachables are chemical compounds that migrate from manufacturing equipment, primary containers and closure systems, and packaging components into biopharmaceutical and pharmaceutical products. Acrylic acid (at concentration around 5 μg/mL) was detected as leachable in syringes from one of the potential vendors (X syringes). In order to evaluate the potential impact of acrylic acid on therapeutic proteins, an IgG 2 molecule was filled into a sterilized X syringe and then incubated at 45 °C for 45 days in a pH 5 acetate buffer. We discovered that acrylic acid can interact with proteins at three different sites: (1) the lysine side chain, (2) the N-terminus, and (3) the histidine side chain, by the Michael reaction. In this report, the direct interactions between acrylic acid leachable and a biopharmaceutical product were demonstrated and the reaction mechanism was proposed. Even thought a small amount (from 0.02% to 0.3%) of protein was found to be modified by acrylic acid, the modified protein can potentially be harmful due to the toxicity of acrylic acid. After being modified by acrylic acid, the properties of the therapeutic protein may change due to charge and hydrophobicity variations. LAY ABSTRACT: Acrylic acid was detected to migrate from syringes (Vendor X) into a therapeutic protein solution (at a concentration around 5 μg/mL). In this study, we discovered that acrylic acid can modify proteins at three different sites: (1) the lysine side chain, 2) the N-terminus, and 3) the histidine side chain, by the Michael reaction. In this report, the direct interactions between acrylic acid leachable and a biopharmaceutical product were demonstrated and the reaction mechanism was proposed.


Analytical Chemistry | 2007

Screening and Sequencing of Glycated Proteins by Neutral Loss Scan LC/MS/MS Method

Himanshu S. Gadgil; Pavel V. Bondarenko; Michael J. Treuheit; Da Ren


Journal of Chromatography A | 2008

Reversed-phase liquid chromatography–mass spectrometry of site-specific chemical modifications in intact immunoglobulin molecules and their fragments

Da Ren; Gary D. Pipes; Gang Xiao; Gerd R. Kleemann; Pavel V. Bondarenko; Michael J. Treuheit; Himanshu S. Gadgil

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