1
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Rahman Khan A, Aziz Z, Iqbal A, Sheema, Rashid Khan A, Zafar S. Biotransformation of hydrocortisone succinate with whole cell cultures of Monascus purpureus and Cunninghamella echinulata. Steroids 2024; 209:109466. [PMID: 38955303 DOI: 10.1016/j.steroids.2024.109466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 06/22/2024] [Accepted: 06/28/2024] [Indexed: 07/04/2024]
Abstract
Hydrocortisone succinate (1) is a synthetic anti-inflammatory drug and key intermediate in the synthesis of other steroidal drugs. This work is based on the fungal biotransformation of 1, using Monascus purpureus and Cunninghamella echinulata strains. Comopound 1 was transformed into four metabolites, identified as hydrocortisone (2), 11β-hydroxyandrost-4-en-3,17-dione (3), Δ1-cortienic acid (4), and hydrocortisone-17-succinate (5), obtained through side chain cleavage, hydrolysis, dehydrogenation, and oxidation reactions. These compounds have previously been synthesized either chemically or enzymatically from different precursors. Though this is not the first report on the biotransformation of 1, but it obviously is a first, where the biotransformed products of compound 1 have been characterized structurally with the help of modern spectroscopic techniques. It is noteworthy that these products have already shown biological potential, however a more thorough investigation of the anti-inflammatory properties of these metabolites would be of high value. These results not only emphasize upon the immense potential of biotransformation in catalysis of reactions, otherwise not-achievable chemically, but also holds promise for the development of novel anti-inflammatory compounds.
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Affiliation(s)
- Abdur Rahman Khan
- Institute of Chemical Sciences, University of Peshawar, Peshawar 25120, Pakistan; H. E. J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan
| | - Zainab Aziz
- Institute of Chemical Sciences, University of Peshawar, Peshawar 25120, Pakistan
| | - Amir Iqbal
- Institute of Chemical Sciences, University of Peshawar, Peshawar 25120, Pakistan
| | - Sheema
- Institute of Chemical Sciences, University of Peshawar, Peshawar 25120, Pakistan
| | - Afsana Rashid Khan
- Institute of Chemical Sciences, University of Peshawar, Peshawar 25120, Pakistan
| | - Salman Zafar
- Institute of Chemical Sciences, University of Peshawar, Peshawar 25120, Pakistan; H. E. J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
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2
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Cherian LM, Liu S, Hon K, Ramezanpour M, Hu H, Javadiyan S, Stafford I, Wormald PJ, Psaltis AJ, Vreugde S. Hydrocortisone metabolism by Staphylococcus: Effects on anti-inflammatory and antimicrobial action. Int Forum Allergy Rhinol 2024; 14:711-715. [PMID: 37466463 DOI: 10.1002/alr.23242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/15/2023] [Accepted: 07/18/2023] [Indexed: 07/20/2023]
Abstract
KEY POINTS Hydrocortisone 21-hemisuccinate (HCHS) influenced the growth and metabolism of Staphylococcus aureus S. aureus metabolic activity was high and antibiotic susceptibility low at 1.4 mg/mL HCHS S. aureus metabolized HCHS to cortisol and reduced poly(I:C)-induced IL-6 secretion.
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Affiliation(s)
- Lisa Mary Cherian
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
- Department of Otolaryngology, Head and Neck Surgery, Christian Medical College, Vellore, Tamil Nadu, India
| | - Sha Liu
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Karen Hon
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Mahnaz Ramezanpour
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Hua Hu
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Shari Javadiyan
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Irene Stafford
- Department of Cardiology, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Peter-John Wormald
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Alkis James Psaltis
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
| | - Sarah Vreugde
- Department of Otolaryngology-Head and Neck Surgery, University of Adelaide, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, Australia
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3
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Yang TL, Stogiannari M, Janeczko S, Khoshan M, Lin Y, Isreb A, Habashy R, Giebułtowic J, Peak M, Alhnan MA. Towards Point-of-Care Manufacturing and Analysis of Immediate-Release 3D Printed Hydrocortisone Tablets for The Treatment of Congenital Adrenal Hyperplasia. Int J Pharm 2023:123072. [PMID: 37230368 DOI: 10.1016/j.ijpharm.2023.123072] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 05/20/2023] [Accepted: 05/22/2023] [Indexed: 05/27/2023]
Abstract
Hydrocortisone (HC) is the preferred drug in children with congenital adrenal hyperplasia due to its lower potency as well as fewer reports of side effects. Fused deposition modelling (FDM) 3D printing holds the potential to produce low-cost personalised doses for children at the point of care. However, the compatibility of the thermal process to produce immediate-release bespoke tablets for this thermally labile active is yet to be established. This work aims to develop immediate-release HC tablets using FDM 3D printing and assess drug contents as a critical quality attribute (CQA) using a compact, low-cost near-infrared (NIR) spectroscopy as a process analytical technology (PAT). The FDM 3D printing temperature (140 °C) and drug concentration in the filament (10%-15% w/w) were critical parameters to meet the compendial criteria for drug contents and impurities. Using a compact low-cost NIR spectral device over a wavelength of 900-1700 nm, the drug contents of 3D printed tablets were assessed. Partial least squares (PLS) regression was used to develop individual calibration models to detect HC content in 3D printed tablets of lower drug contents, small caplet design, and relatively complex formula. The models demonstrated the ability to predict HC concentrations over a wide concentration range (0-15% w/w), which was confirmed by HPLC as a reference method. Ultimately, the capability of the NIR model had preceding dose verification performance on HC tablets, with linearity (R2 = 0.981) and accuracy (RMSECV = 0.46%). In the future, the integration of 3DP technology with non-destructive PAT techniques will accelerate the adoption of on-demand, individualised dosing in a clinical setting.
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Affiliation(s)
- Tzuyi L Yang
- Centre for Pharmaceutical Medicine, Institute of Pharmaceutical Science, Kings College, London, UK
| | - Melpomeni Stogiannari
- Centre for Pharmaceutical Medicine, Institute of Pharmaceutical Science, Kings College, London, UK
| | - Sylwia Janeczko
- Faculty of Pharmacy with the Laboratory Medicine Division, Medical University of Warsaw, Warsaw, Poland
| | - Marva Khoshan
- Centre for Pharmaceutical Medicine, Institute of Pharmaceutical Science, Kings College, London, UK
| | - Yueyuan Lin
- Centre for Pharmaceutical Medicine, Institute of Pharmaceutical Science, Kings College, London, UK
| | - Abdullah Isreb
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | | | - Joanna Giebułtowic
- Faculty of Pharmacy with the Laboratory Medicine Division, Medical University of Warsaw, Warsaw, Poland
| | - Matthew Peak
- Paediatric Medicines Research Unit, Alder Hey Children's NHS Foundation Trust, Liverpool, L12 2AP
| | - Mohamed A Alhnan
- Centre for Pharmaceutical Medicine, Institute of Pharmaceutical Science, Kings College, London, UK
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4
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Ayyoubi S, van Kampen EEM, Kocabas LI, Parulski C, Lechanteur A, Evrard B, De Jager K, Muller E, Wilms EW, Meulenhoff PWC, Ruijgrok EJ. 3D printed, personalized sustained release cortisol for patients with adrenal insufficiency. Int J Pharm 2022; 630:122466. [PMID: 36493969 DOI: 10.1016/j.ijpharm.2022.122466] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 11/27/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022]
Abstract
The standard of care for patients with Adrenal Insufficiency (AI) is suboptimal. Administration of hydrocortisone three times a day produces plasma cortisol fluctuations associated with negative health outcomes. Furthermore, there is a high inter-individual variability in cortisol need, necessitating a personalized approach. It is hypothesized that a personalized, sustained release formulation would enhance the pharmacotherapy by mimicking the physiological cortisol plasma concentration at a higher level. Therefore, a novel 24 h sustained release 3D printed (3DP) hydrocortisone formulation has been developed (M3DICORT) by coupling hot-melt extrusion with fused deposition modeling. A uniform drug distribution in the 3DP tablets is demonstrated by a content of 101.66 ± 1.60 % with an acceptance value of 4.01. Furthermore, tablets had a stable 24 h dissolution profile where the intra-batch standard deviation was ± 2.8 % and the inter-batch standard deviation was ± 6.8 %. Tablet height and hydrocortisone content were correlated (R2 = 0.996), providing a tool for easy dose personalization. Tablets maintained critical quality attributes, such as dissolution profile (f2 > 60) and content uniformity after process transfer from a single-screw extruder to a twin-screw extruder. Impurities were observed in the final product which should be mitigated before clinical assessment. To our knowledge, M3DICORT is the first 3DP hydrocortisone formulation specifically developed for AI.
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Affiliation(s)
- S Ayyoubi
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands.
| | - E E M van Kampen
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - L I Kocabas
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, University of Utrecht, the Netherlands
| | - C Parulski
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Department of Pharmacy, University of Liege (ULiege), Avenue Hippocrate 15, 4000 Liege, Belgium
| | - A Lechanteur
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Department of Pharmacy, University of Liege (ULiege), Avenue Hippocrate 15, 4000 Liege, Belgium
| | - B Evrard
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Department of Pharmacy, University of Liege (ULiege), Avenue Hippocrate 15, 4000 Liege, Belgium
| | - K De Jager
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - E Muller
- Department of Pharmaceutical Quality Control, The Hague Hospital Pharmacy, Charlotte Jacobslaan 70, 2545 AB The Hague, the Netherlands
| | - E W Wilms
- Department of Pharmaceutical Quality Control, The Hague Hospital Pharmacy, Charlotte Jacobslaan 70, 2545 AB The Hague, the Netherlands
| | - P W C Meulenhoff
- Tridi Pharma B.V. M.H. Trompstraat 7, 3572 XS Utrecht, the Netherlands
| | - E J Ruijgrok
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
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5
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Peng M, Song D, Ling X, Jiang W, Zhang Y, Yang Y, Le J. Using thermal forced degradation approach for impurity profiling of budesonide solution-formulated metered dose inhalation with implementation of LC-QTOFMS and HPLC-UV. J Pharm Biomed Anal 2022; 208:114445. [PMID: 34763210 DOI: 10.1016/j.jpba.2021.114445] [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: 06/05/2021] [Revised: 10/13/2021] [Accepted: 10/23/2021] [Indexed: 11/24/2022]
Abstract
The impurity profile of budesonide solution-formulated metered dose inhalation using thermal forced degradation approach was studied intensively in this article. The structural identification of 10 budesonide related impurities was conducted by LC-QTOFMS, and the impurity level in the formulations of different excipients and packing materials were compared using HPLC-UV. Based on our results, the impurities were classified into three groups: (Ⅰ) process impurities, including budesonide impurity A, C and F; (Ⅱ) degradation products, including budesonide impurity E, G, D, 17-carboxylate, and 17-ketone; (Ⅲ) not only process impurities but also degradation products, including budesonide impurity I and L. Budesonide impurity D, 17-carboxylate, 17-ketone and impurity L were found to be the major degradation products of budesonide, and the reaction pathways for the generation of these impurities were speculated. The generation of budesonide impurity D, 17-carboxylate and L was found to be an aerobic oxidation process induced by Al2O3 on the inner surface of aluminum canisters. Furthermore, an in-depth discussion on the proposed impact of the excipients on budesonide degradation, especially on the Al2O3-induced oxidation process, was provided in this article.
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Affiliation(s)
- Ming Peng
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China
| | - Dongmei Song
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China
| | - Xia Ling
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China
| | - Wenming Jiang
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China
| | - Ye Zhang
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China
| | - Yongjian Yang
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China
| | - Jian Le
- Department of Chemistry, NMPA Key Laboratory for Quality Analysis of Chemical Drug Preparations, Shanghai Institute for Food and Drug Control, Shanghai 201203, China.
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6
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Shelke M, Deshpande SS, Sharma S. Quinquennial Review of Progress in Degradation Studies and Impurity Profiling: An Instrumental Perspective Statistics. Crit Rev Anal Chem 2019; 50:226-253. [DOI: 10.1080/10408347.2019.1615863] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Madhav Shelke
- School of Pharmacy & Technology Management, SVKM's NMIMS, Shirpur, Maharashtra, India
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7
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Esposito MC, Santos ALA, Bonfilio R, de Araújo MB. A Critical Review of Analytical Methods in Pharmaceutical Matrices for Determination of Corticosteroids. Crit Rev Anal Chem 2019; 50:111-124. [PMID: 30869528 DOI: 10.1080/10408347.2019.1581050] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Corticosteroids are a class of hormones released by the adrenal cortex, which includes glucocorticoids and mineralocorticoids. Glucocorticoids have an important role in the metabolism of carbohydrates, proteins and calcium and effective anti-inflammatory and immunosuppressive activity. Due to their intense immunomodulatory and anti-inflammatory activity, glucocorticoids are used in the treatment of various inflammatory, malignant, allergic conditions such as rhinitis, asthma, dermatological, rheumatic, ophthalmic and neurological diseases, as well as after organ transplants. They are the most widely prescribed drugs in the world. The objective of this review is to provide an overview of the analytical methods in pharmaceutical matrices for determination of corticosteroids. In this study, the predominance of liquid chromatography methods for the analysis of corticosteroids from pharmaceutical products is evident for both liquid and semisolid dosage forms as well as for solids. The same can be said for topical, oral and parenteral formulations. Methods such as spectrophotometry are also used, but given the advantages of chromatographic methods such as better selectivity and sensitivity, they have become the choice for analysis of these drugs, however, most methods still do not meet the credentials of "green chemistry."
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Affiliation(s)
- Milena Carla Esposito
- Department of Food and Drug Administration, Faculty of Pharmaceutical Sciences, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
| | | | - Rudy Bonfilio
- Department of Food and Drug Administration, Faculty of Pharmaceutical Sciences, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
| | - Magali Benjamim de Araújo
- Department of Food and Drug Administration, Faculty of Pharmaceutical Sciences, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
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8
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Dangi B, Oh T. Bacterial
CYP
154C8 catalyzes carbon‐carbon bond cleavage in steroids. FEBS Lett 2018; 593:67-79. [DOI: 10.1002/1873-3468.13297] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 10/26/2018] [Accepted: 11/04/2018] [Indexed: 12/31/2022]
Affiliation(s)
- Bikash Dangi
- Department of Life Science and Biochemical Engineering SunMoon University Asan‐si Korea
| | - Tae‐Jin Oh
- Department of Life Science and Biochemical Engineering SunMoon University Asan‐si Korea
- Department of Pharmaceutical Engineering and Biotechnology SunMoon University Asan‐si Korea
- Genome‐based BioIT Convergence Institute Asan‐si Korea
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9
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van Heugten AJP, de Boer W, de Vries WS, Pieters RJ, Vromans H. Topically used corticosteroids: What is the big picture of drug product degradation? Eur J Pharm Sci 2018; 117:1-7. [PMID: 29407556 DOI: 10.1016/j.ejps.2018.02.001] [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: 12/21/2017] [Revised: 01/30/2018] [Accepted: 02/02/2018] [Indexed: 10/18/2022]
Abstract
Corticosteroids are widely used in topical formulations such as creams (aqueous) and ointments (non-aqueous). The generally used corticosteroids show large molecular resemblance, where especially the 20-keto-21-hydroxyl group bound to the 17 carbon is important for their chemical stability. Oxidation in both aqueous and non-aqueous environment occurs for triamcinolone acetonide (TCA), hydrocortisone (HC) and desoximethasone (DS). Besides the 20-keto-21-hydroxyl group, TCA, HC and DS have different other moieties attached to the same C17. These moieties are shown to influence not only the type of degradation product formed but also the degradation kinetics. Seven degradation products are found in total and a degradation mechanism is proposed. Furthermore the transesterfication of betamethasone-17-valerate to betamethasone-21-valerate is shown to occur both in aqueous and non-aqueous environment. Finally, a comprehensive scheme of degradation pathways is presented that is applicable for both aqueous and non-aqueous formulations.
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Affiliation(s)
- A J P van Heugten
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands; Research and Development Department, Tiofarma B.V., Hermanus Boerhaavestraat 1, 3261 ME Oud-Beijerland, The Netherlands.
| | - W de Boer
- Research and Development Department, Tiofarma B.V., Hermanus Boerhaavestraat 1, 3261 ME Oud-Beijerland, The Netherlands
| | - W S de Vries
- Research and Development Department, Tiofarma B.V., Hermanus Boerhaavestraat 1, 3261 ME Oud-Beijerland, The Netherlands
| | - R J Pieters
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, P. O. Box 80082, 3508 TB Utrecht, The Netherlands
| | - H Vromans
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands; Research and Development Department, Tiofarma B.V., Hermanus Boerhaavestraat 1, 3261 ME Oud-Beijerland, The Netherlands; Department of Clinical Pharmacy, Division of Laboratory Medicine & Pharmacy, University Medical Centre Utrecht, P/O Box 85500, 3508 GA Utrecht, The Netherlands
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10
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Dangi B, Kim KH, Kang SH, Oh TJ. Tracking Down a New Steroid-Hydroxylating Promiscuous Cytochrome P450: CYP154C8 fromStreptomycessp. W2233-SM. Chembiochem 2018. [DOI: 10.1002/cbic.201800018] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Bikash Dangi
- Department of Life Science and Biochemical Engineering; SunMoon University; 70 Sunmoon-ro 221 Tangjeong-myeon Asan-si Chungnam 31460 Republic of Korea
| | - Ki-Hwa Kim
- Department of Life Science and Biochemical Engineering; SunMoon University; 70 Sunmoon-ro 221 Tangjeong-myeon Asan-si Chungnam 31460 Republic of Korea
| | - Sang-Ho Kang
- Genomics Division; National Institute of Agricultural Sciences, RDA; Jeonju 54874 Republic of Korea
| | - Tae-Jin Oh
- Department of Life Science and Biochemical Engineering; SunMoon University; 70 Sunmoon-ro 221 Tangjeong-myeon Asan-si Chungnam 31460 Republic of Korea
- Department of Pharmaceutical Engineering and Biotechnology; SunMoon University; 70 Sunmoon-ro 221 Tangjeong-myeon Asan-si Chungnam 31460 Republic of Korea
- Genome-based BioIT Convergence Institute; 70 Sunmoon-ro 221 Tangjeong-myeon Asan-si Chungnam 31460 Republic of Korea
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