Journal of Pharmaceutical Innovation最新文献

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Formulation, Optimization, and Antioxidant Evaluation of Tetrahydrocurcumin-Loaded Ultradeformable Nanovesicular Cream 四氢香豆素超变形纳米胶囊乳膏的配方、优化及抗氧化性能评价
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-12-17 DOI: 10.1007/s12247-022-09696-0
Ankita Kanshide, Malleswara Rao Peram, Nagesh Chandrasekhar, Arzoo Jamadar, Vijay Kumbar, Manohar Kugaji
{"title":"Formulation, Optimization, and Antioxidant Evaluation of Tetrahydrocurcumin-Loaded Ultradeformable Nanovesicular Cream","authors":"Ankita Kanshide,&nbsp;Malleswara Rao Peram,&nbsp;Nagesh Chandrasekhar,&nbsp;Arzoo Jamadar,&nbsp;Vijay Kumbar,&nbsp;Manohar Kugaji","doi":"10.1007/s12247-022-09696-0","DOIUrl":"10.1007/s12247-022-09696-0","url":null,"abstract":"<div><h3>Purpose</h3><p>Tetrahydrocurcumin (THC) has excellent anti-inflammatory and antioxidant properties, but its poor aqueous solubility limits its use in pharmaceutical and cosmetic formulations. The present study aimed to develop, optimize, and characterize a nanovesicular cream-loaded tetrahydrocurcumin transfersomes (THC-TFs) to improve its topical delivery and enhance its antioxidant activity.</p><h3>Methodology</h3><p>THC-TFs were prepared using the thin-film hydration technique and characterized for vesicle size, zeta potential, entrapment efficiency, and skin penetration. The optimized transfersomal formulation was incorporated into a cream base and characterized for various parameters.</p><h3>Results</h3><p>The optimized THC-TF (OPT-THC-TF) suspension showed a vesicle size of 212 ± 4.78 nm, a zeta potential of –40.3 mV, and percentage entrapment efficiency of 83.74 ± 0.21. Fluorescence microscopy revealed that transfersomes penetrated the deeper layers of skin. Ex vivo skin permeation demonstrated that OPT-THC-TF cream has better skin permeation and deposition potential compared to the THC conventional cream. The α, α-diphenyl-β-picrylhydrazyl (DPPH) free radical scavenging activity assay revealed that the antioxidant potential of THC-TF cream (77%) was comparable to that of pure THC (81%), demonstrating that THC antioxidant activity is unaffected by its encapsulation into transfersomes. The cell viability study revealed that THC-TF cream (***<i>p</i> &lt; 0.001) significantly decreased the cytotoxicity toward normal cells (L-929) compared to pure THC solution.</p><h3>Conclusion</h3><p>Based on these findings, it was concluded that the OPT-THC-TF cream could be a promising strategy for the topical delivery of encapsulated drugs for the effective treatment of various dermatological disorders.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"980 - 998"},"PeriodicalIF":2.6,"publicationDate":"2022-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48486836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Editorial: December 2022: Welcome to the Postmodern World 社论:2022年12月:欢迎来到后现代世界
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-12-05 DOI: 10.1007/s12247-022-09700-7
Stephen Scypinski
{"title":"Editorial: December 2022: Welcome to the Postmodern World","authors":"Stephen Scypinski","doi":"10.1007/s12247-022-09700-7","DOIUrl":"10.1007/s12247-022-09700-7","url":null,"abstract":"","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"17 4","pages":"1073 - 1073"},"PeriodicalIF":2.6,"publicationDate":"2022-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4204235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Content Analysis of US FDA Warning Letters Issued to Compounding Pharmacies Regarding Violations of Current Good Manufacturing Practices Between 2017 and 2022 2017 年至 2022 年期间美国 FDA 就违反现行《药品生产质量管理规范》向复方制剂药厂发出的警告函内容分析
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-11-16 DOI: 10.1007/s12247-022-09692-4
Isra Dmour
{"title":"Content Analysis of US FDA Warning Letters Issued to Compounding Pharmacies Regarding Violations of Current Good Manufacturing Practices Between 2017 and 2022","authors":"Isra Dmour","doi":"10.1007/s12247-022-09692-4","DOIUrl":"10.1007/s12247-022-09692-4","url":null,"abstract":"<div><h3>Purpose</h3><p>Assessment of the US FDA-issued WLs content is an educational tool that can be used in the continuous training program of community pharmacists in compounding pharmacies. The study was designed to critically assess FDA warning letters (WLs) issued to compounding pharmacies in 2017–2022 for violations of Current Good Manufacturing Practices (cGMP).</p><h3>Methods</h3><p>Content analysis was used to evaluate WLs issued concerning (1) type of violations; (2) frequency of violations mentioned in the WLs; (3) specific evaluations of the deviations related to compounded sterile products, and (4) evaluation of corrective measures requested by the US FDA.</p><h3>Results</h3><p>A total of 141 WLs were evaluated. The main observed violations in the analyzed WLs were adulterated drug products (130), misbranded drugs (103), unapproved new drug products (42), failure to report adverse events (22), and failure to report drugs (11). Other violations were evaluated related to sterile product compounding with emphasis on personnel qualifications, quality control procedures, equipment, etc.</p><h3>Conclusion</h3><p>The continuous issuance of WLs by the FDA indicates the need for compounding pharmacies become more vigilant to reduce the recurrence of the addressed violations through establishing adequate training/retraining programs. The analysis of issued WLs can serve as a learning tool to help improve compounding procedures, reduce the recurrence of these violations, and enhance patient safeguards.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"965 - 979"},"PeriodicalIF":2.6,"publicationDate":"2022-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40698293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Formulation Development, Optimization by Box-Behnken Design, and In Vitro Characterization of Gefitinib Phospholipid Complex Based Nanoemulsion Drug Delivery System 吉非替尼磷脂复合物纳米乳液给药系统的处方开发、Box-Behnken设计优化及体外表征
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-11-14 DOI: 10.1007/s12247-022-09690-6
Mohit, Pankaj Kumar, Pavitra Solanki, Bharti Mangla, Geeta Aggarwal
{"title":"Formulation Development, Optimization by Box-Behnken Design, and In Vitro Characterization of Gefitinib Phospholipid Complex Based Nanoemulsion Drug Delivery System","authors":"Mohit,&nbsp;Pankaj Kumar,&nbsp;Pavitra Solanki,&nbsp;Bharti Mangla,&nbsp;Geeta Aggarwal","doi":"10.1007/s12247-022-09690-6","DOIUrl":"10.1007/s12247-022-09690-6","url":null,"abstract":"<div><h3>Purpose</h3><p>Gefitinib is an epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor that has been authorized for the treatment of non-small lung cancer; however, its applications are not restricted. Instead, it can also be utilized for the treatment of other ailments, such as arthritis, breast cancer, and skin cancer. Their application is limited due to biopharmaceutical issues, as they belong to the second class of BCS and trigger first-pass metabolism.</p><h3>Methods</h3><p>In the present study, a gefitinib-phospholipid complex (GB-PC-90G) was developed using the solvent evaporation method through a job plot. The FTIR, DSC, and SEM morphologies confirmed and characterized the complexes. A dissolution study was performed at pH 1.2 and revealed improved drug release through complexation. The complex was loaded into a nanoemulsion (GB-PC90G@NE) using caproyl 90, Transcutol HP, and Tween 80 as the oil, surfactant, and co-surfactant, respectively. These parameters were optimized using Box–Behnken design (BBD) software, and the formulation underwent in vitro characterization.</p><h3>Results</h3><p>Globule size and zeta potential for optimized batch were 165.6 nm and − 24.4 mV respectively. The SEM morphology indicated spherical nanoparticles. In vitro release at pH 7.4 showed the sustained release behavior of the drug from the nanoemulsion within 24 h compared to a non-complexed drug.</p><p>Moreover, stability study data confirmed that complex-loaded nanoemulsions were stable for at least 3 months at 4 ℃ and 25 ℃.</p><h3>Conclusion</h3><p>Finally, it was concluded that GB-PC90G@NE enhanced gefitinib’s biopharmaceutical performance and hydrophilicity. In the future, this complex-loaded nanoemulsion will be subjected to ex vivo and in vivo studies to manage arthritis.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"952 - 964"},"PeriodicalIF":2.6,"publicationDate":"2022-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49290450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Nanosized Intranasal Delivery of Novel Self-Assembled Cubic Liquid Crystals: Formulation and Evaluation 新型自组装立方液晶的鼻内纳米递送:配方和评价
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-11-12 DOI: 10.1007/s12247-022-09695-1
Gurudatta N. Desai, Panchaxari M. Dandagi, Taufik M. Kazi
{"title":"Nanosized Intranasal Delivery of Novel Self-Assembled Cubic Liquid Crystals: Formulation and Evaluation","authors":"Gurudatta N. Desai,&nbsp;Panchaxari M. Dandagi,&nbsp;Taufik M. Kazi","doi":"10.1007/s12247-022-09695-1","DOIUrl":"10.1007/s12247-022-09695-1","url":null,"abstract":"<div><h3>Purpose</h3><p>The focus of this research was to develop Almotriptan malate (ALM)-loaded cubosomal in situ gel to improve its permeation through the blood–brain barrier (BBB) with an efficient and quick action when administered through the intranasal route.</p><h3>Method</h3><p>Cubosomes were developed by emulsifying and homogenizing various proportions and concentrations of pluronics F127 (PF127) and glyceryl monooleate (GMO) along with polyvinyl alcohol (PVA) as suggested by the Box–Behnken design (BBD). The desirability function was used to select the optimum cubosomal formula. The developed cubosomes morphology was validated by high resolution transmission electron microscopy (HR-TEM) analysis. Differential scanning calorimetry (DSC) peaks served as proof that the drug was enclosed within the nanocarrier system. A range of concentrations of PF127 (15–21% w/v) were used to formulate and optimize the in situ gel. Ex vivo permeation experiments followed by histopathology studies were also conducted.</p><h3>Results</h3><p>It was observed that particle size (PS) of 177.15 ± 7.85 nm, polydispersity index (PDI) of 0.36 ± 2.55, zeta potential (ZP) of − 21.26 ± 0.19 mV, and entrapment efficiency percentage (EE%) of 72.58 ± 8.82% was obtained with a percent deviation of less than 5. G4 batch consisting of 18% w/v of PF127 demonstrated satisfactory results. Furthermore, the results were in accordance with the phase transition and the formulation displayed a pseudoplastic rheological behavior confirmed by the rheogram. The optimized formulation’s in vitro drug permeation measurements demonstrated 90.69% release after 5 h. The ex vivo permeation also revealed a 2.52 enhancement ratio when compared to plain in situ gel. Histopathology analyses showed a non-toxic effect of the optimized composition on the cellular structure of sheep’s nasal mucosa. A short-term stability analysis revealed that the formulation was stable at room temperature for 3 months.</p><h3>Conclusion</h3><p>ALM-loaded intranasal cubosomal in situ gel is likely to promote patient compliance by delivering immediate relief from migraine pain due to its rapid onset of action and safe dosage form.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"934 - 951"},"PeriodicalIF":2.6,"publicationDate":"2022-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41721556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Appraisal of Surelease Clear E-7–19040, an Ethylcellulose Aqueous Dispersion, as a Release Modifier for the Hydrophilic Core 乙基纤维素水分散体Surelease Clear E-7-19040作为亲水性核心脱模剂的评价
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-11-04 DOI: 10.1007/s12247-022-09693-3
Pramod Parshuramkar, Deepak Khobragade, Pranita Kashyap
{"title":"Appraisal of Surelease Clear E-7–19040, an Ethylcellulose Aqueous Dispersion, as a Release Modifier for the Hydrophilic Core","authors":"Pramod Parshuramkar,&nbsp;Deepak Khobragade,&nbsp;Pranita Kashyap","doi":"10.1007/s12247-022-09693-3","DOIUrl":"10.1007/s12247-022-09693-3","url":null,"abstract":"<div><h3>Purpose</h3><p>This study evaluated the efficacy of ethylcellulose aqueous dispersion type B (surelease clear E-7–19040) in modifying the drug release from the hydrophilic cores. Because of its ideal physicochemical and biological properties for the controlled-release formulation, Pindolol was selected as the model drug.</p><h3>Methods</h3><p>The final modified-release drug product comprises the immediate-release loading dose and the controlled-release maintenance dose. The tablet formulation was designed to have a seal-coated hydrophilic core with 75% of the drug, followed by a controlled-release polymer coating, immediate-release drug coating with 25% of the drug, followed by a color film coating.</p><h3>Results</h3><p>The controlled-release polymer coating was the critical step to achieving the desired product characteristics. During the coating of aqueous polymer dispersions, the adjustment of the controlled-release polymer to the pore former ratio, the control of the manufacturing process parameters, and the curing conditions are vital to developing a robust and stable end product. The final drug product achieved a targeted drug release profile in the selected dissolution method without a dose-dumping effect in the presence of alcohol and was unaffected by the accelerated stability study condition.</p><h3>Conclusion</h3><p>The ethylcellulose aqueous dispersion type B is very effective in modulating the release of hydrophilic drug core for achieving a desired drug release profile as per the drug product’s quality target product profile and the material of choice for the organic solvent-free, eco-friendly, controlled-release polymer coating system.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"923 - 933"},"PeriodicalIF":2.6,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48241783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Fabrication of Zein-Chitosan-Zein Sandwich-Like Nanofibers Containing Teicoplanin as a Local Antibacterial Drug Delivery System 玉米-壳聚糖-玉米蛋白三明治状纳米纤维的制备及其局部抗菌药物递送系统
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-11-02 DOI: 10.1007/s12247-022-09686-2
Jebrail Movaffagh, Tanin Nourollahian, Saeed Khalatbari, Nafise Amiri, Bibi Sedigheh Fazly Bazzaz, Fatemeh Kalalinia
{"title":"Fabrication of Zein-Chitosan-Zein Sandwich-Like Nanofibers Containing Teicoplanin as a Local Antibacterial Drug Delivery System","authors":"Jebrail Movaffagh,&nbsp;Tanin Nourollahian,&nbsp;Saeed Khalatbari,&nbsp;Nafise Amiri,&nbsp;Bibi Sedigheh Fazly Bazzaz,&nbsp;Fatemeh Kalalinia","doi":"10.1007/s12247-022-09686-2","DOIUrl":"10.1007/s12247-022-09686-2","url":null,"abstract":"<div><h3>Purpose</h3><p>The parenteral antibiotic therapies have always been associated with several limitations that could be overcome by nano-based drug delivery systems. In this study, we aimed to fabricate teicoplanin-loaded zein-chitosan (CS)-zein sandwich-like electrospun nanofibers for targeted drug delivery.</p><h3>Methods</h3><p>The sandwich-like structures of zein-CS/teicoplanin-zein nanofibers were fabricated by the electrospinning process. Nanofiber membranes were characterized by scanning electron microscopy (SEM), differential scanning calorimetry (DSC), Fourier transform infrared spectroscopy (FTIR), drug encapsulation efficiency, in vitro release profile, and tensile strength studies. Finally, the antibacterial activity of the neat teicoplanin and zein-CS/teicoplanin-zein nanofibers was evaluated in static and dynamic conditions.</p><h3>Results</h3><p>SEM images demonstrated the use of suitable electrospinning conditions that led to the fabrication of the smooth and bead-free nanofibers with nanoscale diameter formation. FTIR and DSC analysis confirmed the presence and uniform distribution of the drug and also the interaction between the teicoplanin and chitosan in the formulation. The concentration of teicoplanin has a direct effect on the increase of mechanical tensile properties of sandwich-like nanofibers. In vitro release profile assay showed a burst release of teicoplanin during the first 24 h followed by a slow-release profile for 19 days. Finally, zein-CS/teicoplanin-zein nanofiber membranes showed significantly higher antibacterial activity compared with neat zein-CS-zein nanofibers and teicoplanin alone at the same concentration.</p><h3>Conclusion</h3><p>These results indicate that zein-CS-zein nanofibers would be a prospective candidate for targeted drug delivery in the treatment of local infections.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"911 - 922"},"PeriodicalIF":2.6,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48903488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Box–Behnken Design-Based Optimized Kinetic Approach to Develop an Eco-friendly Analytical Method for the Quantitation of Glimepiride Using Spectrophotometry 基于Box-Behnken设计的优化动力学方法开发了一种使用分光光度法定量格列美脲的环保分析方法
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-11-02 DOI: 10.1007/s12247-022-09691-5
Habibur Rahman
{"title":"Box–Behnken Design-Based Optimized Kinetic Approach to Develop an Eco-friendly Analytical Method for the Quantitation of Glimepiride Using Spectrophotometry","authors":"Habibur Rahman","doi":"10.1007/s12247-022-09691-5","DOIUrl":"10.1007/s12247-022-09691-5","url":null,"abstract":"<div><h3>Purpose</h3><p>The prevalence of type 2 diabetes mellitus is one of the global concerns and almost 80% of diabetic patients are treated with oral antidiabetic drugs. GLMP as a prescribed oral antidiabetic drug for diabetic patients enhanced its necessity. Therefore, it is essential to quantify it in several drug formulations and biological samples. Hence, a simple, eco-friendly, validated kinetic spectrophotometric method was developed for quantifying GLMP in commercial dosage forms.</p><h3>Methods</h3><p>The method was based on the oxidation of the GLMP with potassium permanganate. The reaction was followed spectrophotometrically, measuring an increase in absorbance with time at 605 nm. RSM optimized the influence of preliminary experimental variables for the proposed procedure via BBD, a frequently used DoE. Under the optimized conditions, initial rate, fixed-time (at 6.0 min), and equilibrium method (25.0 min) were adopted for constructing the calibration graphs to determine the amount of GLMP. The robustness of the proposed method was performed, and the effect of selected analytical parameters was investigated with alternative conditions employing Youden and Steiner’s test.</p><h3>Results</h3><p>The outcomes of the model were significant. Hence, the performance of the analytical method was validated statistically and through recovery studies using ICH guidelines. Calibration curves were linear in the concentration ranges of 4.0–36.0 µg/ml with a detection limit of 1.60, 1.02, and 1.13 µg/ml for the initial rate, fixed-time, and equilibrium method, respectively. The proposed method’s greenness profile was assessed using the analytical Eco-Scale and found greener in terms of using harmful reagents, energy consumption, and waste production. Statistical comparison of the results is shown in good agreement with the results found by the reference method, indicating no significant difference in accuracy and precision.</p><h3>Conclusion</h3><p>The proposed validated kinetic method is simple, accurate, low cost, safe, and eco-friendly and might be used in research laboratories, hospitals, and pharmaceutical industries for the routine quality control analysis of GLMP in commercial dosage forms.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"893 - 910"},"PeriodicalIF":2.6,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41251059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Pharma 4.0: Use of Advanced Multivariate Analytics at Industrial Scale for Process Troubleshooting, Establishing Material Control and Improving Process Robustness in Pharmaceutical Industrial setting: Case Study Pharma 4.0:在制药工业环境中使用先进的工业规模多变量分析进行工艺故障排除、建立材料控制和提高工艺稳健性:案例研究
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-10-08 DOI: 10.1007/s12247-022-09689-z
Vaidehi Soman, Akshay Hatewar, Adolf Miranda, Abhaykumar Nalawade, Hansraj Gocher, Ram Kumar
{"title":"Pharma 4.0: Use of Advanced Multivariate Analytics at Industrial Scale for Process Troubleshooting, Establishing Material Control and Improving Process Robustness in Pharmaceutical Industrial setting: Case Study","authors":"Vaidehi Soman,&nbsp;Akshay Hatewar,&nbsp;Adolf Miranda,&nbsp;Abhaykumar Nalawade,&nbsp;Hansraj Gocher,&nbsp;Ram Kumar","doi":"10.1007/s12247-022-09689-z","DOIUrl":"10.1007/s12247-022-09689-z","url":null,"abstract":"<div><h3>Purpose</h3><p>This project aimed to use advanced multivariate analytics at scale for troubleshooting and improving the process robustness of pharmaceutical products. Additionally, the project aimed to make technology more accessible and empower people to use advanced analytics on the roadmap of Industry 4.0.</p><h3>Methods </h3><p>A web-based platform based on advanced analytics was designed and implemented. Using this platform, data was accessed from the cloud database with a few clicks, analyzed and interpreted using Advanced Analytics by end users who are Process Subject Matter Experts without much background in Data Science.</p><h3>Results</h3><p>This article highlights how Advanced Analytics is used at an industrial scale in Pharmaceutical Industrial Setting for troubleshooting a process and ultimately making the processes and products more robust thus ensuring that the drug supply to the patient is uninterrupted. Three application case studies are demonstrated, where conclusions drawn from the process models combined with the subject matter expertise successfully solved problems in a pharmaceutical industrial setting.</p><h3>Conclusion</h3><p>Considering the criticality of the drug product and the complex manufacturing processes in the pharmaceutical industry, this article establishes how historical data can be leveraged at scale to get value and meaningful conclusions using multivariate models and machine learning algorithms.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"18 3","pages":"1560 - 1574"},"PeriodicalIF":2.6,"publicationDate":"2022-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43534464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design, Development, In Silico, and In Vitro Characterization of Camptothecin-Loaded Mixed Micelles: In Vitro Testing of Verapamil and Ranolazine for Repurposing as Coadjuvant Therapy in Cancer 喜树碱负载混合胶束的设计、开发、计算机和体外表征:维拉帕米和雷诺嗪作为癌症辅助治疗的体外测试
IF 2.6 4区 医学
Journal of Pharmaceutical Innovation Pub Date : 2022-10-06 DOI: 10.1007/s12247-022-09688-0
Kiran S. Patil, Ashok A. Hajare, Arehalli S. Manjappa, Harinath N. More, John I. Disouza
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引用次数: 2
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