International Journal of Pharmaceutics: X最新文献

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Ethoxy acetalated dextran nanoparticles for drug delivery: A comparative study of formulation methods 给药用醋酸乙氧基葡聚糖纳米颗粒:配方方法的比较研究
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-24 DOI: 10.1016/j.ijpx.2023.100173
Mira Behnke , Paul Klemm , Philipp Dahlke , Blerina Shkodra , Baerbel Beringer-Siemers , Justyna Anna Czaplewska , Steffi Stumpf , Paul M. Jordan , Stephanie Schubert , Stephanie Hoeppener , Antje Vollrath , Oliver Werz , Ulrich S. Schubert
{"title":"Ethoxy acetalated dextran nanoparticles for drug delivery: A comparative study of formulation methods","authors":"Mira Behnke ,&nbsp;Paul Klemm ,&nbsp;Philipp Dahlke ,&nbsp;Blerina Shkodra ,&nbsp;Baerbel Beringer-Siemers ,&nbsp;Justyna Anna Czaplewska ,&nbsp;Steffi Stumpf ,&nbsp;Paul M. Jordan ,&nbsp;Stephanie Schubert ,&nbsp;Stephanie Hoeppener ,&nbsp;Antje Vollrath ,&nbsp;Oliver Werz ,&nbsp;Ulrich S. Schubert","doi":"10.1016/j.ijpx.2023.100173","DOIUrl":"10.1016/j.ijpx.2023.100173","url":null,"abstract":"<div><p>Dextran-based polymers, such as ethoxy acetalated dextran (Ace-DEX), are increasingly becoming the focus of research as they offer great potential for the development of polymer-based nanoparticles as drug delivery vehicles. Their major advantages are the facile synthesis, straightforward particle preparation and the pH-dependent degradation of the particles that can be fine-tuned by the degree of acetalation of the polymer. In this study we have shown that Ace-DEX can not only compete against the commonly used and FDA-approved polymer poly(lactic-<em>co</em>-glycolic acid) (PLGA), but even has the potential to outperform it in its encapsulation properties, <em>e.g.</em>, for the herein used anti-inflammatory leukotriene biosynthesis inhibitor BRP-187. We used three different methods (microfluidics, batch nanoprecipitation and emulsion solvent evaporation) for the preparation of BRP-187-loaded Ace-DEX nanoparticles to investigate the influence of the formulation technique on the physicochemical properties of the particles. Finally, we evaluated which production method offers the greatest potential for achieving the demands for a successful translation from research into pharmaceutical production by fulfilling the basic requirements, such as reaching a high loading capacity of the particles and excellent reproducibility while being simple and affordable.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/4f/2c/main.PMC9995288.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9095018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Towards 4D printing in pharmaceutics 药物学中的4D打印
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-20 DOI: 10.1016/j.ijpx.2023.100171
Andrea Gazzaniga, Anastasia Foppoli, Matteo Cerea, Luca Palugan, Micol Cirilli, Saliha Moutaharrik, Alice Melocchi, Alessandra Maroni
{"title":"Towards 4D printing in pharmaceutics","authors":"Andrea Gazzaniga,&nbsp;Anastasia Foppoli,&nbsp;Matteo Cerea,&nbsp;Luca Palugan,&nbsp;Micol Cirilli,&nbsp;Saliha Moutaharrik,&nbsp;Alice Melocchi,&nbsp;Alessandra Maroni","doi":"10.1016/j.ijpx.2023.100171","DOIUrl":"10.1016/j.ijpx.2023.100171","url":null,"abstract":"<div><p>Four-dimensional printing (4DP) is emerging as an innovative research topic. It involves the use of smart materials for three-dimensional printing (3DP) of items that change their shape after production, in a programmed way over time, when exposed to appropriate external non-mechanical <em>stimuli</em> (moisture, electric or magnetic fields, UV, temperature, pH or ion composition). In the performance of 4D printed devices, time is involved as the 4th dimension. 4D smart structures have been known for many years in the scientific literature, well before the advent of 3D printing, and the concepts of shape evolution as well as self-assembly have been applied to drug delivery at the nano-, micro- and macro-scale levels. The neologism “4DP” was coined by Tibbits, Massachusetts Institute of Technology, in 2013, who also showed the earliest examples of 4D printed objects. Since then, smart materials have often been combined with additive manufacturing, which makes production of complex shapes easy to achieve: going beyond 3DP, 4D printed items are no static objects. Two main categories of raw materials have been employed for 4DP: shape memory polymers (SMPs) and shape morphing hydrogels (SMHs). In principle, all types of 3D printers could be used for 4DP. In this article, examples of systems for use in the biomedical field, such as stents and scaffolds, and in drug delivery are reviewed, with special emphasis on indwelling devices for retention in the urinary bladder and in the stomach.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7a/4d/main.PMC9982600.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10855218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Aptamer-based nanotrains and nanoflowers as quinine delivery systems 基于适体的纳米链和纳米花作为奎宁递送系统
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-14 DOI: 10.1016/j.ijpx.2023.100172
Mengyuan Cao , Anthony Vial , Laetitia Minder , Aurore Guédin , Sébastien Fribourg , Laurent Azéma , Cécile Feuillie , Michael Molinari , Carmelo Di Primo , Philippe Barthélémy , Jeanne Leblond Chain
{"title":"Aptamer-based nanotrains and nanoflowers as quinine delivery systems","authors":"Mengyuan Cao ,&nbsp;Anthony Vial ,&nbsp;Laetitia Minder ,&nbsp;Aurore Guédin ,&nbsp;Sébastien Fribourg ,&nbsp;Laurent Azéma ,&nbsp;Cécile Feuillie ,&nbsp;Michael Molinari ,&nbsp;Carmelo Di Primo ,&nbsp;Philippe Barthélémy ,&nbsp;Jeanne Leblond Chain","doi":"10.1016/j.ijpx.2023.100172","DOIUrl":"10.1016/j.ijpx.2023.100172","url":null,"abstract":"<div><p>In this study, we designed aptamer-based self-assemblies for the delivery of quinine. Two different architectures were designed by hybridizing quinine binding aptamers and aptamers targeting <em>Plasmodium falciparum</em> lactate dehydrogenase (PfLDH): nanotrains and nanoflowers. Nanotrains consisted in controlled assembly of quinine binding aptamers through base-pairing linkers. Nanoflowers were larger assemblies obtained by Rolling Cycle Amplification of a quinine binding aptamer template. Self-assembly was confirmed by PAGE, AFM and cryoSEM. The nanotrains preserved their affinity for quinine and exhibited a higher drug selectivity than nanoflowers. Both demonstrated serum stability, hemocompatibility, low cytotoxicity or caspase activity but nanotrains were better tolerated than nanoflowers in the presence of quinine. Flanked with locomotive aptamers, the nanotrains maintained their targeting ability to the protein PfLDH as analyzed by EMSA and SPR experiments. To summarize, nanoflowers were large assemblies with high drug loading ability, but their gelating and aggregating properties prevent from precise characterization and impaired the cell viability in the presence of quinine. On the other hand, nanotrains were assembled in a selective way. They retain their affinity and specificity for the drug quinine, and their safety profile as well as their targeting ability hold promise for their use as drug delivery systems.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/ae/5e/main.PMC9969250.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10824815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Antibiotic-loaded hydroxyapatite scaffolds fabricated from Nile tilapia bones for orthopaedics 尼罗罗非鱼骨制备的抗生素负载羟基磷灰石骨科支架
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-08 DOI: 10.1016/j.ijpx.2023.100169
Atchara Khamkongkaeo , Arreerat Jiamprasertboon , Nanthawan Jinakul , Phatraya Srabua , Saran Tantavisut , Amaraporn Wongrakpanich
{"title":"Antibiotic-loaded hydroxyapatite scaffolds fabricated from Nile tilapia bones for orthopaedics","authors":"Atchara Khamkongkaeo ,&nbsp;Arreerat Jiamprasertboon ,&nbsp;Nanthawan Jinakul ,&nbsp;Phatraya Srabua ,&nbsp;Saran Tantavisut ,&nbsp;Amaraporn Wongrakpanich","doi":"10.1016/j.ijpx.2023.100169","DOIUrl":"https://doi.org/10.1016/j.ijpx.2023.100169","url":null,"abstract":"<div><p>This work aimed to develop new antibiotic-coated/ antibiotic-loaded hydroxyapatite (HAp) scaffolds for orthopaedic trauma, specifically to treat the infection after fixation of skeletal fracture. The HAp scaffolds were fabricated from the Nile tilapia (<em>Oreochromis niloticus)</em> bones and fully characterized. The HAp scaffolds were coated with 12 formulations of poly (lactic-<em>co</em>-glycolic acid) (PLGA) or poly (lactic acid) (PLA), blended with vancomycin. The vancomycin release, surface morphology, antibacterial properties, and the cytocompatibility of the scaffolds were conducted.</p><p>The HAp powder contains elements identical to those found in human bones. This HAp powder is suitable as a starting material to build scaffolds. After the scaffold fabrication, The ratio of HAp to β-TCP changed, and the phase transformation of β-TCP to α-TCP was observed. All antibiotic-coated/ antibiotic-loaded HAp scaffolds can release vancomycin into the phosphate-buffered saline (PBS) solution. PLGA-coated scaffolds obtained faster drug release profiles than PLA-coated scaffolds. The low polymer concentration in the coating solutions (20%<em>w</em>/<em>v</em>) gave a faster drug release profile than the high polymer concentration (40%w/v). All groups showed a trace of surface erosion after being submerged in PBS for 14 days. Most of the extracts can inhibit <em>Staphylococcus aureus</em> (<em>S. aureus)</em> and methicillin-resistant <em>S. aureus</em> (MRSA). The extracts not only caused no cytotoxicity to Saos-2 bone cells but also can increase cell growth. This study demonstrates that it is possible to use these antibiotic-coated/ antibiotic-loaded scaffolds in the clinic as an antibiotic bead replacement.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49855042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Simultaneous fabrication of multiple tablets within seconds using tomographic volumetric 3D printing 使用层析体积3D打印在几秒钟内同时制造多个片剂
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-08 DOI: 10.1016/j.ijpx.2023.100166
Lucía Rodríguez-Pombo , Laura Martínez-Castro , Xiaoyan Xu , Jun Jie Ong , Carlos Rial , Daniel Nieto García , Alejandro González-Santos , Julian Flores-González , Carmen Alvarez-Lorenzo , Abdul W. Basit , Alvaro Goyanes
{"title":"Simultaneous fabrication of multiple tablets within seconds using tomographic volumetric 3D printing","authors":"Lucía Rodríguez-Pombo ,&nbsp;Laura Martínez-Castro ,&nbsp;Xiaoyan Xu ,&nbsp;Jun Jie Ong ,&nbsp;Carlos Rial ,&nbsp;Daniel Nieto García ,&nbsp;Alejandro González-Santos ,&nbsp;Julian Flores-González ,&nbsp;Carmen Alvarez-Lorenzo ,&nbsp;Abdul W. Basit ,&nbsp;Alvaro Goyanes","doi":"10.1016/j.ijpx.2023.100166","DOIUrl":"10.1016/j.ijpx.2023.100166","url":null,"abstract":"<div><p>3D printing is driving a shift in patient care away from a generalised model and towards personalised treatments. To complement fast-paced clinical environments, 3D printing technologies must provide sufficiently high throughputs for them to be feasibly implemented. Volumetric printing is an emerging 3D printing technology that affords such speeds, being capable of producing entire objects within seconds. In this study, for the first time, rotatory volumetric printing was used to simultaneously produce two torus- or cylinder-shaped paracetamol-loaded Printlets (3D printed tablets). Six resin formulations comprising paracetamol as the model drug, poly(ethylene glycol) diacrylate (PEGDA) 575 or 700 as photoreactive monomers, water and PEG 300 as non-reactive diluents, and lithium phenyl-2,4,6-trimethylbenzoylphosphinate (LAP) as the photoinitiator were investigated. Two printlets were successfully printed in 12 to 32 s and exhibited sustained drug release profiles. These results support the use of rotary volumetric printing for efficient and effective manufacturing of various personalised medicines at the same time. With the speed and precision it affords, rotatory volumetric printing has the potential to become one of the most promising alternative manufacturing technologies in the pharmaceutical industry.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9984549/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9424498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
The effect of exhalation before the inhalation of dry powder aerosol drugs on the breathing parameters, emitted doses and aerosol size distributions 干粉气溶胶药物吸入前呼气对呼吸参数、发射剂量和气溶胶大小分布的影响
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-04 DOI: 10.1016/j.ijpx.2023.100167
Árpád Farkas , Gábor Tomisa , Szilvia Kugler , Attila Nagy , Attila Vaskó , Erika Kis , Georgina Szénási , Gabriella Gálffy , Alpár Horváth
{"title":"The effect of exhalation before the inhalation of dry powder aerosol drugs on the breathing parameters, emitted doses and aerosol size distributions","authors":"Árpád Farkas ,&nbsp;Gábor Tomisa ,&nbsp;Szilvia Kugler ,&nbsp;Attila Nagy ,&nbsp;Attila Vaskó ,&nbsp;Erika Kis ,&nbsp;Georgina Szénási ,&nbsp;Gabriella Gálffy ,&nbsp;Alpár Horváth","doi":"10.1016/j.ijpx.2023.100167","DOIUrl":"10.1016/j.ijpx.2023.100167","url":null,"abstract":"<div><p>Airway deposition of aerosol drugs is highly dependent on the breathing manoeuvre of the patients. Though incorrect exhalation before the inhalation of the drug is one of the most common mistakes, its effect on the rest of the manoeuvre and on the airway deposition distribution of aerosol drugs is not explored in the open literature. The aim of the present work was to conduct inhalation experiments using six dry powder inhalers in order to quantify the effect of the degree of lung emptying on the inhalation time, inhaled volume and peak inhalation flow. Another goal of the research was to determine the effect of the exhalation on the aerodynamic properties of the drugs emitted by the same inhalers. According to the measurements, deep exhalation before drug inhalation increased the volume of the inhaled air and the average and maximum values of the inhalation flow rate, but the extent of the increase was patient and inhaler specific. For different inhalers, the mean value of the relative increase in peak inhalation flow due to forceful exhalation was between 15.3 and 38.4% (min: Easyhaler®, max: Breezhaler®), compared to the case of normal (tidal) exhalation before the drug inhalation. The relative increase in the inhaled volume was between 36.4 and 57.1% (min: NEXThaler®, max: Turbuhaler®). By the same token, forceful exhalation resulted in higher emitted doses and smaller emitted particles, depending on the individual breathing ability of the patient, the inhalation device and the drug metered in it. The relative increase in the emitted dose varied between 0.2 and 8.0% (min: Foster® NEXThaler®, max: Bufomix® Easyhaler®), while the relative enhancement of fine particle dose ranged between 1.9 and 30.8% (min: Foster® NEXThaler®, max: Symbicort® Turbuhaler®), depending on the inhaler. All these effects and parameter values point toward higher airway doses due to forceful exhalation before the inhalation of the drug. At the same time, the present findings highlight the necessity of proper patient education on the importance of lung emptying, but also the importance of patient-specific inhaler-drug pair choice in the future.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/e8/c8/main.PMC9941374.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9245766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
The impact of solvent selection on the characteristics of niosome nanoparticles prepared by microfluidic mixing 溶剂选择对微流控混合制备纳米粒子特性的影响
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-02-04 DOI: 10.1016/j.ijpx.2023.100168
Mohammad A. Obeid , Saja Haifawi , Ibrahim Khadra
{"title":"The impact of solvent selection on the characteristics of niosome nanoparticles prepared by microfluidic mixing","authors":"Mohammad A. Obeid ,&nbsp;Saja Haifawi ,&nbsp;Ibrahim Khadra","doi":"10.1016/j.ijpx.2023.100168","DOIUrl":"10.1016/j.ijpx.2023.100168","url":null,"abstract":"<div><p>The aim of this work was to assess the impact of solvent selection on the characteristics of niosomes prepared by microfluidic mixing. To achieve this, niosomes were manufactured using bench-scale microfluidic mixing systems by changing the type of aqueous and/or organic solvents used to prepare the particles. Niosomes were prepared using different non-ionic surfactants and cholesterol compositions with different solvents and evaluated to investigate the influence of organic and aqueous solvents on the particle's physiochemical characteristics. Here we demonstrated that the solvent selection is a key factor to be considered during the preparation of niosomes with microfluidic mixing. The type of organic solvent was shown to significantly affect the size and the size distribution of the prepared particles. In general, niosome size increased with increasing organic solvent polarity, without affecting the niosomes stability. Moreover, changing the aqueous solvent used to hydrate the lipid components significantly (<em>p</em> &lt; 0.05) affected the characteristics of the prepared niosomes in terms of particles size, size distribution, and surface charge. This impact of solvent selection on the final product is dependent on the lipid components where niosomes prepared with different compositions will have different characteristics when changing the type of organic and/or aqueous solvents. The apparent encapsulation efficiency of quinine as a model hydrophobic drug was subsequently shown to be significantly (<em>p</em> &lt; 0.05) affected by the type of the organic solvent used to prepare the niosomes, while the impact of the organic solvent had less impact on the apparent encapsulation of atenolol as a model hydrophilic drug.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10807335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nanoscale metal-organic frameworks for the delivery of nucleic acids to cancer cells 纳米级金属有机框架,用于向癌细胞输送核酸
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-01-30 DOI: 10.1016/j.ijpx.2023.100161
Xue Li , Morgan Chandler , Yelixza I. Avila , Sandra I. Arroyo-Becker , Gilles Patriarche , Antonio Vargas-Berenguel , Juan M. Casas-Solvas , Kirill A. Afonin , Ruxandra Gref
{"title":"Nanoscale metal-organic frameworks for the delivery of nucleic acids to cancer cells","authors":"Xue Li ,&nbsp;Morgan Chandler ,&nbsp;Yelixza I. Avila ,&nbsp;Sandra I. Arroyo-Becker ,&nbsp;Gilles Patriarche ,&nbsp;Antonio Vargas-Berenguel ,&nbsp;Juan M. Casas-Solvas ,&nbsp;Kirill A. Afonin ,&nbsp;Ruxandra Gref","doi":"10.1016/j.ijpx.2023.100161","DOIUrl":"10.1016/j.ijpx.2023.100161","url":null,"abstract":"<div><p>Therapeutic nucleic acids (TNAs) are gaining increasing interest in the treatment of severe diseases including viral infections, inherited disorders, and cancers. However, the efficacy of intracellularly functioning TNAs is also reliant upon their delivery into the cellular environment, as unmodified nucleic acids are unable to cross the cell membrane mainly due to charge repulsion. Here we show that TNAs can be effectively delivered into the cellular environment using engineered nanoscale metal-organic frameworks (nanoMOFs), with the additional ability to tailor which cells receive the therapeutic cargo determined by the functional moieties grafted onto the nanoMOF's surface. This study paves the way to integrate the highly ordered programmable nucleic acids into larger-scale functionalized nanoassemblies.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/dc/c0/main.PMC9931914.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10786459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The applications of machine learning to predict the forming of chemically stable amorphous solid dispersions prepared by hot-melt extrusion 机器学习在预测热熔挤压制备的化学稳定的非晶固体分散体形成中的应用
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-01-23 DOI: 10.1016/j.ijpx.2023.100164
Junhuang Jiang , Anqi Lu , Xiangyu Ma , Defang Ouyang , Robert O. Williams III
{"title":"The applications of machine learning to predict the forming of chemically stable amorphous solid dispersions prepared by hot-melt extrusion","authors":"Junhuang Jiang ,&nbsp;Anqi Lu ,&nbsp;Xiangyu Ma ,&nbsp;Defang Ouyang ,&nbsp;Robert O. Williams III","doi":"10.1016/j.ijpx.2023.100164","DOIUrl":"10.1016/j.ijpx.2023.100164","url":null,"abstract":"<div><p>Amorphous solid dispersion (ASD) is one of the most important strategies to improve the solubility and dissolution rate of poorly water-soluble drugs. As a widely used technique to prepare ASDs, hot-melt extrusion (HME) provides various benefits, including a solvent-free process, continuous manufacturing, and efficient mixing compared to solvent-based methods, such as spray drying. Energy input, consisting of thermal and specific mechanical energy, should be carefully controlled during the HME process to prevent chemical degradation and residual crystallinity. However, a conventional ASD development process uses a trial-and-error approach, which is laborious and time-consuming. In this study, we have successfully built multiple machine learning (ML) models to predict the amorphization of crystalline drug formulations and the chemical stability of subsequent ASDs prepared by the HME process. We utilized 760 formulations containing 49 active pharmaceutical ingredients (APIs) and multiple types of excipients. By evaluating the built ML models, we found that ECFP-LightGBM was the best model to predict amorphization with an accuracy of 92.8%. Furthermore, ECFP-XGBoost was the best in estimating chemical stability with an accuracy of 96.0%. In addition, the feature importance analyses based on SHapley Additive exPlanations (SHAP) and information gain (IG) revealed that several processing parameters and material attributes (i.e., drug loading, polymer ratio, drug's Extended-connectivity fingerprints (ECFP) fingerprints, and polymer's properties) are critical for achieving accurate predictions for the selected models. Moreover, important API's substructures related to amorphization and chemical stability were determined, and the results are largely consistent with the literature. In conclusion, we established the ML models to predict formation of chemically stable ASDs and identify the critical attributes during HME processing. Importantly, the developed ML methodology has the potential to facilitate the product development of ASDs manufactured by HME with a much reduced human workload.</p></div>","PeriodicalId":14280,"journal":{"name":"International Journal of Pharmaceutics: X","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2023-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/35/54/main.PMC9925947.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10738721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Dual-targeting inhibition of TNFR1 for alleviating rheumatoid arthritis by a novel composite nucleic acid nanodrug 一种新型复合核酸纳米药物双靶向抑制TNFR1缓解类风湿性关节炎
IF 4.7 2区 医学
International Journal of Pharmaceutics: X Pub Date : 2023-01-10 DOI: 10.1016/j.ijpx.2023.100162
Xiaonan Wang , Fanfan Guo , Yi Zhang , Ziyi Wang , Jiaqi Wang , Rongrong Luo , Xiao Chu , Yongxing Zhao , Pengchao Sun
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引用次数: 1
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