利用热级极化显微镜和ATR-FTIR对雷米普利共晶进行筛选,并采用主成分分析和聚类分析

IF 1.2 Q4 PHARMACOLOGY & PHARMACY Journal of Pharmacy & Pharmacognosy Research Pub Date : 2023-11-01 DOI:10.56499/jppres23.1723_11.6.1137
Indra Indra, Saleh Wikarsa, Yuda Prasetya Nugraha, Veinardi Suendo, Hidehiro Uekusa, Sundani Nurono Soewandhi
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引用次数: 0

摘要

背景:共晶形成是一种增强活性药物成分(api)理化性质的方法,在药物研究中得到了广泛的关注。然而,目前缺乏全面可靠的共晶筛选方法。目的:实施和评估一种综合的共晶筛选方法。该方法结合了热级偏振显微镜(HSPM)和衰减全反射傅里叶变换红外(ATR-FTIR)光谱,以及主成分分析(PCA)和聚类分析(CA)。方法:对含有雷米普利(一种未共结晶的原料药)的三种二元化合物和三种药物共构象进行了研究。首先采用Kofler混合熔合法对共晶体系进行初步鉴定。随后,通过涉及溶剂逐渐蒸发的过程,在固态中产生潜在的共晶。PCA和CA应用于ATR-FTIR光谱数据,以识别指示共晶形成的模式。结果:我们的分析揭示了雷米普利与其共晶之间形成氢键的特征ATR-FTIR波段,表明共晶的成功形成。差示扫描量热法(DSC)和粉末x射线衍射(PXRD)测量证实了这些发现。实验揭示了两种潜在的共晶,雷米普利-香兰素和雷米普利-邻氨基苯酸。研究深入讨论了这些体系复杂的HSPM图像、光谱、DSC热像图和x射线衍射特性。结论:我们的研究结果验证了所提出的方法是一种有前景的共晶筛选工具,因为雷米普利共晶已被成功地鉴定和表征。这种集成的方法简化了共晶筛选,并有可能大大推进药物研究。
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Utilizing hot-stage polarized microscopy and ATR-FTIR for ramipril co-crystal screening, supported by principal component analysis and cluster analysis
Context: Co-crystal formation, a method for enhancing the physicochemical properties of active pharmaceutical ingredients (APIs), has gained traction in pharmaceutical research. However, the current landscape lacks comprehensive and dependable co-crystal screening methods. Aims: To implement and assess a comprehensive methodology for co-crystal screening. This methodology combines hot-stage polarized microscopy (HSPM) and attenuated total reflection Fourier-transform infrared (ATR-FTIR) spectroscopy, along with principal component analysis (PCA) and cluster analysis (CA). Methods: Three binary compounds containing ramipril, an API that had not previously been co-crystallized, and three pharmaceutical coformers were investigated. The Kofler mixed fusion method was initially employed for initial co-crystal system identification. Subsequently, potential co-crystals were produced in a solid state via a procedure involving the gradual evaporation of the solvent. PCA and CA were applied to ATR-FTIR spectral data to identify patterns indicative of co-crystal formation. Results: Our analysis revealed characteristic ATR-FTIR bands indicative of the formation of hydrogen bonds between ramipril and its coformers, signifying the successful formation of co-crystals. Differential scanning calorimetry (DSC) and powder X-ray diffraction (PXRD) measurements confirmed these findings. Experiments revealed two potential co-crystals, ramipril-vanillin, and ramipril-anthranilic acid. The study discusses the intricate HSPM images, spectra, thermogram of DSC, and X-ray diffraction properties of these systems in depth. Conclusions: Our findings validate the proposed methodology as a prospective tool for co-crystal screening, as ramipril co-crystals were successfully identified and characterized. This integrated method simplifies co-crystal screening and has the potential to substantially advance pharmaceutical research.
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来源期刊
CiteScore
3.00
自引率
20.00%
发文量
0
审稿时长
8 weeks
期刊介绍: The Journal of Pharmacy & Pharmacognosy Research (JPPRes) is an international, specialized and peer-reviewed open access journal, under the auspices of AVAGAX – Diseño, Publicidad y Servicios Informáticos, which publishes studies in the pharmaceutical and herbal fields concerned with the physical, botanical, chemical, biological, toxicological properties and clinical applications of molecular entities, active pharmaceutical ingredients, devices and delivery systems for drugs, vaccines and biologicals, including their design, manufacture, evaluation and marketing. This journal publishes research papers, reviews, commentaries and letters to the editor as well as special issues and review of pre-and post-graduate thesis from pharmacists or professionals involved in Pharmaceutical Sciences or Pharmacognosy.
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