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Zhou M, Zhang X, Yan H, Xing L, Tao Y, Shen L. Review on the bioanalysis of non-virus-based gene therapeutics. Bioanalysis 2024:1-16. [PMID: 39673530 DOI: 10.1080/17576180.2024.2437418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 11/29/2024] [Indexed: 12/16/2024] Open
Abstract
Over the past years, gene therapeutics have held great promise for treating many inherited and acquired diseases. The increasing number of approved gene therapeutics and developing clinical pipelines demonstrate the potential to treat diseases by modifying their genetic blueprints in vivo. Compared with conventional treatments targeting proteins rather than underlying causes, gene therapeutics can achieve enduring or curative effects via gene activation, inhibition, and editing. However, the delivery of DNA/RNA to the target cell to alter the gene expression is a complex process that involves, crossing numerous barriers in both the extracellular and intracellular environment. Generally, the delivery strategies can be divided into viral-based and non-viral-based vectors. This review summarizes various bioanalysis strategies that support the non-virus-based gene therapeutics research, including pharmacokinetics (PK)/toxicokinetics (TK), biodistribution, immunogenicity evaluations for the gene cargo, vector, and possible expressed protein, and highlights the challenges and future perspectives of bioanalysis strategies in non-virus-based gene therapeutics. This review may provide new insights and directions for the development of emerging bioanalytical methods, offering technical support and a research foundation for innovative gene therapy treatments.
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Affiliation(s)
- Maotian Zhou
- DMPK, Lab Testing Division, WuXi AppTec, Suzhou, China
| | - Xue Zhang
- DMPK, Lab Testing Division, WuXi AppTec, Suzhou, China
| | - Huan Yan
- DMPK, Lab Testing Division, WuXi AppTec, Suzhou, China
| | - Lili Xing
- DMPK, Lab Testing Division, WuXi AppTec, Shanghai, China
| | - Yi Tao
- DMPK, Lab Testing Division, WuXi AppTec, Shanghai, China
| | - Liang Shen
- DMPK, Lab Testing Division, WuXi AppTec, Shanghai, China
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de Freitas AC, Reolon HG, Abduch NG, Baldi F, Silva RMO, Lourenco D, Fragomeni BO, Paz CCP, Stafuzza NB. Proteomic identification of potential biomarkers for heat tolerance in Caracu beef cattle using high and low thermotolerant groups. BMC Genomics 2024; 25:1079. [PMID: 39538142 PMCID: PMC11562314 DOI: 10.1186/s12864-024-11021-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Heat stress has deleterious effects on physiological and performance traits in livestock. Within this context, using tropically adapted cattle breeds in pure herds or terminal crossbreeding schemes to explore heterosis is attractive for increasing animal production in warmer climate regions. This study aimed to identify biological processes, pathways, and potential biomarkers related to thermotolerance in Caracu, a tropically adapted beef cattle breed, by proteomic analysis of blood plasma. To achieve this goal, 61 bulls had their thermotolerance evaluated through a heat tolerance index. A subset of 14 extreme animals, including the seven most thermotolerant (HIGH group) and the seven least thermotolerant (LOW group), had their blood plasma samples used for proteomic analysis by liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS). The differentially regulated proteins detected between HIGH and LOW groups were used to perform functional enrichment analysis and a protein-protein interaction network analysis. RESULTS A total of 217 proteins were detected only in the HIGH thermotolerant group and 51 only in the LOW thermotolerant group. In addition, 81 and 87 proteins had significantly higher and lower abundancies in the HIGH group, respectively. Regarding proteins with the highest absolute log-fold change values, we highlighted those encoded by DUSP5, IGFALS, ROCK2, RTN4, IRAG1, and NNT genes based on their functions. The functional enrichment analysis detected several biological processes, molecular functions, and pathways related to cellular responses to stress, immune system, complement system, and hemostasis in both HIGH and LOW groups, in addition to terms and pathways related to lipids and calcium only in the HIGH group. Protein-protein interaction (PPI) network revealed as important nodes many proteins with roles in response to stress, hemostasis, immune system, inflammation, and homeostasis. Additionally, proteins with high absolute log-fold change values and proteins detected as essential nodes by PPI analysis highlighted herein are potential biomarkers for thermotolerance, such as ADRA1A, APOA1, APOB, APOC3, C4BPA, CAT, CFB, CFH, CLU, CXADR, DNAJB1, DNAJC13, DUSP5, FGA, FGB, FGG, HBA, HBB, HP, HSPD1, IGFALS, IRAG1, KNG1, NNT, OSGIN1, PROC, PROS1, ROCK2, RTN4, RYR1, TGFB2, VLDLR, VTN, and VWF. CONCLUSIONS Identifying potential biomarkers, molecular mechanisms and pathways that act in response to heat stress in tropically adapted beef cattle contributes to developing strategies to improve performance and welfare traits in livestock under tropical climates.
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Affiliation(s)
- Ana Claudia de Freitas
- Beef Cattle Research Center, Animal Science Institute, Sertãozinho, SP, 14160-900, Brazil
- Agricultural Research Agency of the State of Minas Gerais (EPAMIG), Patos de Minas, MG, 38709-899, Brazil
| | - Henrique G Reolon
- Beef Cattle Research Center, Animal Science Institute, Sertãozinho, SP, 14160-900, Brazil
- Department of Animal Science, School of Agricultural and Veterinary Sciences, São Paulo State University (UNESP), Jaboticabal, SP, 14884-900, Brazil
| | - Natalya G Abduch
- Beef Cattle Research Center, Animal Science Institute, Sertãozinho, SP, 14160-900, Brazil
| | - Fernando Baldi
- Department of Animal Science, School of Agricultural and Veterinary Sciences, São Paulo State University (UNESP), Jaboticabal, SP, 14884-900, Brazil
| | | | - Daniela Lourenco
- Department of Animal and Dairy Science, University of Georgia, Athens, GA, 30602, USA
| | | | - Claudia C P Paz
- Sustainable Livestock Research Center, Animal Science Institute, São José do Rio Preto, SP, 15130-000, Brazil
| | - Nedenia B Stafuzza
- Beef Cattle Research Center, Animal Science Institute, Sertãozinho, SP, 14160-900, Brazil.
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Zhang Y, Jiang X, Ou F, Guo C, Ye Q, Yu L. Evaluation of protein impurities in Ademetionine 1,4-Butanedisulfonate. J Pharm Biomed Anal 2024; 253:116560. [PMID: 39522434 DOI: 10.1016/j.jpba.2024.116560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 10/29/2024] [Accepted: 11/01/2024] [Indexed: 11/16/2024]
Abstract
Ademetionine 1,4-Butanedisulfonate (SAMe) is widely used as a prescription drug to treat cholestasis associated with liver disease, and is also used to treat depression, Alzheimer's disease and other diseases. Currently, the main way to produce SAMe is by fermentation of S-adenosylmethionine synthetase(SAMS). However, during the fermentation process, host cells produce contaminants unrelated to the treatment. Among them, host cell protein (HCP), which is co-purified with the drug, is the main impurity in the production process. HCP-induced antigenic reactions can lead to allergies or other adverse reactions and affect drug quality, efficacy, and safety. Enzyme-linked immunosorbent assay (ELISA) and mass spectrometry (MS) are currently used as the main analytical methods for measuring HCP. The ELISA method may ignore some HCPs with low immunogenicity, while mass spectrometry is primarily employed for the characterization of proteomes. Orthogonal methods can more effectively evaluate impurities in drugs. In this study, ELISA was initially utilized to quantify the content of Saccharomyces cerevisiae host protein in 11 batches of SAMe active pharmaceutical ingredient (API) from two suppliers, then the above APIs were qualitatively analyzed by MS method. Following the identification of surrogate peptide of SAMS, an Ultra Performance Liquid Chromatography-Tandem Mass Spectrometry(UPLC-MS/MS)method was established and validated, the SAMS protein residues in 11 batches of samples were subsequently determined. The results demonstrated that the levels of Saccharomyces cerevisiae host protein and SAMS in the samples were both low, with values below 20 ppm and 1.19 ppm, respectively. The qualitative results also indicate that the types of peptide residues in the samples are more diverse than those of protein residues. Furthermore, residues of proteins and peptides can be detected in all samples, which underscores the importance of evaluating the HCP in API. This study employs a range of complementary detection methods to conduct a comprehensive and sensitive evaluation of total HCP and specific proteins in drugs, thereby guiding more informed assessments of the risks posed by HCP impurities in raw materials during pharmaceutical processes.
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Affiliation(s)
- Yangrui Zhang
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China; National Key Laboratory of Advanced Drug Delivery and Release Systems, Zhejiang University, Hangzhou 310058, China
| | - Xintong Jiang
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China; National Key Laboratory of Advanced Drug Delivery and Release Systems, Zhejiang University, Hangzhou 310058, China
| | - Fengting Ou
- Jinhua Institute of Zhejiang University, Jinhua 321036, China
| | - Chen Guo
- Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, Guangdong 518000, China
| | - Qin Ye
- Department of Pharmacy, Shaoxing People's Hospital (Shaoxing Hospital, Zhejiang University School of Medicine), Shaoxing, Zhejiang 31200, China.
| | - Lushan Yu
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China; Jinhua Institute of Zhejiang University, Jinhua 321036, China; National Key Laboratory of Advanced Drug Delivery and Release Systems, Zhejiang University, Hangzhou 310058, China; Department of Pharmacy, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China; Department of Pharmacy, Shaoxing People's Hospital (Shaoxing Hospital, Zhejiang University School of Medicine), Shaoxing, Zhejiang 31200, China.
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Mohamed HM, Ragab MT. Bridging one health and sustainable analysis: enrofloxacin quantification amid combined therapy and its active metabolite in various matrices using green RP-HPLC. BMC Chem 2024; 18:180. [PMID: 39300544 DOI: 10.1186/s13065-024-01283-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 08/29/2024] [Indexed: 09/22/2024] Open
Abstract
Antibiotics play a crucial role in the treatment of infectious diseases in both humans and animals. However, their extensive utilization has caused significant potential harm to both wildlife and humans. Enrofloxacin (ENR) is a common veterinary antibiotic, which is not approved for human use due to associated toxicities. It is often combined with other antibiotics to expand the antibacterial range. It is crucial to monitor and measure the levels of ENR medication in various matrices. RP-HPLC is highly effective for analyzing antibiotics due to its sensitivity, specificity, and ability to handle complex samples. By adopting eco-friendly solvents, decreasing solvent consumption, and limiting waste we developed a method for determination and quantification of ENR, amoxicillin (AMX), and ENR active metabolite in different matrices. The method utilized a reversed stationary phase and a mobile phase composed of phosphate buffer pH 3.0: ethanol (90:10 v/v) pumped at 1.0 mL/min and UV detection at 254.0 nm. Moreover, a comprehensive assessment of the environmental friendliness of the established method was conducted using various tools including the Green Certificate Classification (GCC) and Analytical Greenness AGREE and RGB12. The method was validated for its accuracy and precision in quantifying ENR, demonstrating its potential for the effective monitoring of ENR and contributing to public health protection.
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Affiliation(s)
- Heba M Mohamed
- Analytical Chemistry Department, Faculty of Pharmacy, Cairo University, Kasr El-Aini Street, Cairo, 11562, Egypt.
| | - Mona T Ragab
- Analytical Chemistry Department, Faculty of Pharmacy, Cairo University, Kasr El-Aini Street, Cairo, 11562, Egypt
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Makey DM, Ruotolo BT. Liquid-phase separations coupled with ion mobility-mass spectrometry for next-generation biopharmaceutical analysis. Expert Rev Proteomics 2024; 21:259-270. [PMID: 38934922 PMCID: PMC11299228 DOI: 10.1080/14789450.2024.2373707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 06/06/2024] [Indexed: 06/28/2024]
Abstract
INTRODUCTION The pharmaceutical industry continues to expand its search for innovative biotherapeutics. The comprehensive characterization of such therapeutics requires many analytical techniques to fully evaluate critical quality attributes, making analysis a bottleneck in discovery and development timelines. While thorough characterization is crucial for ensuring the safety and efficacy of biotherapeutics, there is a need to further streamline analytical characterization and expedite the overall timeline from discovery to market. AREAS COVERED This review focuses on recent developments in liquid-phase separations coupled with ion mobility-mass spectrometry (IM-MS) for the development and characterization of biotherapeutics. We cover uses of IM-MS to improve the characterization of monoclonal antibodies, antibody-drug conjugates, host cell proteins, glycans, and nucleic acids. This discussion is based on an extensive literature search using Web of Science, Google Scholar, and SciFinder. EXPERT OPINION IM-MS has the potential to enhance the depth and efficiency of biotherapeutic characterization by providing additional insights into conformational changes, post-translational modifications, and impurity profiles. The rapid timescale of IM-MS positions it well to enhance the information content of existing assays through its facile integration with standard liquid-phase separation techniques that are commonly used for biopharmaceutical analysis.
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Affiliation(s)
- Devin M Makey
- Department of Chemistry, University of Michigan, Ann Arbor, MI, USA
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Eskew MW, Reardon P, Benight AS. DNA-based assay for calorimetric determination of protein concentrations in pure or mixed solutions. PLoS One 2024; 19:e0298969. [PMID: 38427623 PMCID: PMC10906865 DOI: 10.1371/journal.pone.0298969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 02/01/2024] [Indexed: 03/03/2024] Open
Abstract
It was recently reported that values of the transition heat capacities, as measured by differential scanning calorimetry, for two globular proteins and a short DNA hairpin in NaCl buffer are essentially equivalent, at equal concentrations (mg/mL). To validate the broad applicability of this phenomenon, additional evidence for this equivalence is presented that reveals it does not depend on DNA sequence, buffer salt, or transition temperature (Tm). Based on the equivalence of transition heat capacities, a calorimetric method was devised to determine protein concentrations in pure and complex solutions. The scheme uses direct comparisons between the thermodynamic stability of a short DNA hairpin standard of known concentration, and thermodynamic stability of protein solutions of unknown concentrations. Sequences of two DNA hairpins were designed to confer a near 20°C difference in their Tm values. In all cases, evaluated protein concentrations determined from the DNA standard curves agreed with the UV-Vis concentration for monomeric proteins. For multimeric proteins evaluated concentrations were greater than determined by UV-Vis suggesting the calorimetric approach can also be an indicator of molecular stoichiometry.
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Affiliation(s)
- Matthew W. Eskew
- ThermoCap Laboratories Inc, Portland, Oregon, United States of America
- Department of Chemistry, Portland State University, Portland, Oregon, United States of America
| | - Patrick Reardon
- OSU NMR Facility, Oregon State University, Corvallis, Oregon, United States of America
| | - Albert S. Benight
- ThermoCap Laboratories Inc, Portland, Oregon, United States of America
- Department of Chemistry, Portland State University, Portland, Oregon, United States of America
- Department of Physics, Portland State University, Portland, Oregon, United States of America
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Sitkov N, Ryabko A, Moshnikov V, Aleshin A, Kaplun D, Zimina T. Hybrid Impedimetric Biosensors for Express Protein Markers Detection. MICROMACHINES 2024; 15:181. [PMID: 38398911 PMCID: PMC10890403 DOI: 10.3390/mi15020181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 02/25/2024]
Abstract
Impedimetric biosensors represent a powerful and promising tool for studying and monitoring biological processes associated with proteins and can contribute to the development of new approaches in the diagnosis and treatment of diseases. The basic principles, analytical methods, and applications of hybrid impedimetric biosensors for express protein detection in biological fluids are described. The advantages of this type of biosensors, such as simplicity and speed of operation, sensitivity and selectivity of analysis, cost-effectiveness, and an ability to be integrated into hybrid microfluidic systems, are demonstrated. Current challenges and development prospects in this area are analyzed. They include (a) the selection of materials for electrodes and formation of nanostructures on their surface; (b) the development of efficient methods for biorecognition elements' deposition on the electrodes' surface, providing the specificity and sensitivity of biosensing; (c) the reducing of nonspecific binding and interference, which could affect specificity; (d) adapting biosensors to real samples and conditions of operation; (e) expanding the range of detected proteins; and, finally, (f) the development of biosensor integration into large microanalytical system technologies. This review could be useful for researchers working in the field of impedimetric biosensors for protein detection, as well as for those interested in the application of this type of biosensor in biomedical diagnostics.
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Affiliation(s)
- Nikita Sitkov
- Department of Micro and Nanoelectronics, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, Russia; (V.M.); (T.Z.)
- Engineering Centre for Microtechnology and Diagnostics, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, Russia
| | - Andrey Ryabko
- Laboratory of Nonequilibrium Processes in Semiconductors, Ioffe Institute, 26 Politekhnicheskaya, 194021 Saint Petersburg, Russia;
| | - Vyacheslav Moshnikov
- Department of Micro and Nanoelectronics, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, Russia; (V.M.); (T.Z.)
| | - Andrey Aleshin
- Laboratory of Nonequilibrium Processes in Semiconductors, Ioffe Institute, 26 Politekhnicheskaya, 194021 Saint Petersburg, Russia;
| | - Dmitry Kaplun
- Artificial Intelligence Research Institute, China University of Mining and Technology, 1 Daxue Road, Xuzhou 221116, China;
- Department of Automation and Control Processes, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, Russia
| | - Tatiana Zimina
- Department of Micro and Nanoelectronics, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, Russia; (V.M.); (T.Z.)
- Engineering Centre for Microtechnology and Diagnostics, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, Russia
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Panda C, Kumar S, Gupta S, Pandey LM. Structural, kinetic, and thermodynamic aspects of insulin aggregation. Phys Chem Chem Phys 2023; 25:24195-24213. [PMID: 37674360 DOI: 10.1039/d3cp03103a] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/08/2023]
Abstract
Given the significance of protein aggregation in proteinopathies and the development of therapeutic protein pharmaceuticals, revamped interest in assessing and modelling the aggregation kinetics has been observed. Quantitative analysis of aggregation includes data of gradual monomeric depletion followed by the formation of subvisible particles. Kinetic and thermodynamic studies are essential to gain key insights into the aggregation process. Despite being the medical marvel in the world of diabetes, insulin suffers from the challenge of aggregation. Physicochemical stresses are experienced by insulin during industrial formulation, storage, delivery, and transport, considerably impacting product quality, efficacy, and effectiveness. The present review briefly describes the pathways, mathematical kinetic models, and thermodynamics of protein misfolding and aggregation. With a specific focus on insulin, further discussions include the structural heterogeneity and modifications of the intermediates incurred during insulin fibrillation. Finally, different model equations to fit the kinetic data of insulin fibrillation are discussed. We believe that this review will shed light on the conditions that induce structural changes in insulin during the lag phase of fibrillation and will motivate scientists to devise strategies to block the initialization of the aggregation cascade. Subsequent abrogation of insulin fibrillation during bioprocessing will ensure stable and globally accessible insulin for efficient management of diabetes.
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Affiliation(s)
- Chinmaya Panda
- Bio-interface & Environmental Engineering Lab Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Assam, 781039, India.
| | - Sachin Kumar
- Viral Immunology Lab Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Assam, 781039, India
| | - Sharad Gupta
- Neurodegeneration and Peptide Engineering Research Lab Biological Engineering Discipline, Indian Institute of Technology Gandhinagar, Gujarat, 382355, India
| | - Lalit M Pandey
- Bio-interface & Environmental Engineering Lab Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Assam, 781039, India.
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