首页 > 最新文献

Drug Development and Industrial Pharmacy最新文献

英文 中文
Cabotegravir-Loaded Polymeric Micelles: A Promising Strategy for Improved Solubility and Therapeutic Outcomes. cabotegravi负载聚合物胶束:改善溶解度和治疗效果的有希望的策略。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-24 DOI: 10.1080/03639045.2026.2648059
Siddharth Vernekar, Archana S Patil, Yadishma A Gaude, Rajashree S Masareddy

Objective: To design and optimize a TPGS-stabilized polymeric micellar system for Cabotegravir (CAB), strategically addressing its dissolution-rate and permeability constraints to potentiate oral bioavailability and maximize antiretroviral therapeutic outcomes.

Significance: CAB, a potent HIV-1 integrase strand transfer inhibitor, suffers from dissolution-rate limitations and P-glycoprotein efflux, restricting oral utility. Incorporation of D-α-tocopheryl polyethylene glycol 1000 succinate (TPGS) enables superior solubilization, enhances intestinal translocation, and circumvents efflux transporters, offering a transformative, non-invasive alternative to parenteral antiretroviral regimens while reinforcing patient adherence and therapeutic efficacy.

Methods: CAB-loaded micelles were fabricated via the thin-film hydration technique and systematically optimized using a 32 full-factorial design by modulating TPGS concentration and rotary evaporation speed to minimize particle size and maximize drug encapsulation. The optimized formulation underwent physicochemical characterization, including particle size, polydispersity index (PDI), zeta potential, and surface morphology. In vitro drug release was examined, followed by in vivo pharmacokinetic profiling in Wistar rats.

Results: The optimized micellar system demonstrated a mean particle size of 95.16 ± 0.12 nm, PDI of 0.411 ± 0.24, zeta potential of -4.72 ± 1.05 mV, and an exceptional encapsulation efficiency of 96.26 ± 1.21%. Compared to conventional CAB suspension, the TPGS-based micelles exhibited markedly enhanced dissolution kinetics and a 236.75 ± 0.74% increase in relative oral bioavailability, accompanied by prolonged systemic circulation.

Conclusion: TPGS-enabled micellar encapsulation significantly enhances the oral delivery profile of CAB, offering a promising, non-invasive, and patient-compliant alternative to parenteral antiretroviral regimens, potentially improving therapeutic outcomes in HIV management.

目的:设计并优化一种tpgs稳定的Cabotegravir (CAB)聚合物胶束系统,从策略上解决其溶出率和渗透性限制,以增强口服生物利用度并最大化抗逆转录病毒治疗效果。意义:CAB是一种有效的HIV-1整合酶链转移抑制剂,存在溶出率限制和p -糖蛋白外排,限制了口服应用。D-α-生育酚基聚乙二醇1000琥珀酸酯(TPGS)的掺入具有优异的增溶性,增强肠道易位,并绕过外排转运体,为肠外抗逆转录病毒治疗方案提供了一种变革性的、非侵入性的替代方案,同时增强了患者的依从性和治疗效果。方法:采用薄膜水合法制备cab -负载胶束,通过调节TPGS浓度和旋转蒸发速度,采用32全因子设计对其进行系统优化,以达到最小粒径和最大包封效果。对优化后的配方进行了物理化学表征,包括粒径、多分散性指数(PDI)、zeta电位和表面形貌。观察其体外释放,并在Wistar大鼠体内进行药动学分析。结果:优化后的胶束体系平均粒径为95.16±0.12 nm, PDI为0.411±0.24,zeta电位为-4.72±1.05 mV,包封效率为96.26±1.21%。与传统的CAB悬浮液相比,基于tpgs的胶束表现出明显增强的溶解动力学,相对口服生物利用度提高236.75±0.74%,并伴有延长的体循环。结论:启用tpgs的胶束包封显著增强了CAB的口服给药特性,提供了一种有希望的、无创的、患者依从的非肠外抗逆转录病毒治疗方案,可能改善HIV管理的治疗结果。
{"title":"Cabotegravir-Loaded Polymeric Micelles: A Promising Strategy for Improved Solubility and Therapeutic Outcomes.","authors":"Siddharth Vernekar, Archana S Patil, Yadishma A Gaude, Rajashree S Masareddy","doi":"10.1080/03639045.2026.2648059","DOIUrl":"https://doi.org/10.1080/03639045.2026.2648059","url":null,"abstract":"<p><strong>Objective: </strong>To design and optimize a TPGS-stabilized polymeric micellar system for Cabotegravir (CAB), strategically addressing its dissolution-rate and permeability constraints to potentiate oral bioavailability and maximize antiretroviral therapeutic outcomes.</p><p><strong>Significance: </strong>CAB, a potent HIV-1 integrase strand transfer inhibitor, suffers from dissolution-rate limitations and P-glycoprotein efflux, restricting oral utility. Incorporation of D-α-tocopheryl polyethylene glycol 1000 succinate (TPGS) enables superior solubilization, enhances intestinal translocation, and circumvents efflux transporters, offering a transformative, non-invasive alternative to parenteral antiretroviral regimens while reinforcing patient adherence and therapeutic efficacy.</p><p><strong>Methods: </strong>CAB-loaded micelles were fabricated via the thin-film hydration technique and systematically optimized using a 3<sup>2</sup> full-factorial design by modulating TPGS concentration and rotary evaporation speed to minimize particle size and maximize drug encapsulation. The optimized formulation underwent physicochemical characterization, including particle size, polydispersity index (PDI), zeta potential, and surface morphology. <i>In vitro</i> drug release was examined, followed by <i>in vivo</i> pharmacokinetic profiling in Wistar rats.</p><p><strong>Results: </strong>The optimized micellar system demonstrated a mean particle size of 95.16 ± 0.12 nm, PDI of 0.411 ± 0.24, zeta potential of -4.72 ± 1.05 mV, and an exceptional encapsulation efficiency of 96.26 ± 1.21%. Compared to conventional CAB suspension, the TPGS-based micelles exhibited markedly enhanced dissolution kinetics and a 236.75 ± 0.74% increase in relative oral bioavailability, accompanied by prolonged systemic circulation.</p><p><strong>Conclusion: </strong>TPGS-enabled micellar encapsulation significantly enhances the oral delivery profile of CAB, offering a promising, non-invasive, and patient-compliant alternative to parenteral antiretroviral regimens, potentially improving therapeutic outcomes in HIV management.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-15"},"PeriodicalIF":2.2,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147503441","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
Preparation, characterization of geraniol/HP-β-CD inclusion complex and its acute toxicity evaluation in mice. 香叶醇/HP-β-CD包合物的制备、表征及小鼠急性毒性评价。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-24 DOI: 10.1080/03639045.2026.2645419
ZhongHui Pu, SiYi Luo, XingYun Liao, YiXiao Ning, Min Dai

Objective: This study prepared a geraniol (Ger)/hydroxypropyl-β-cyclodextrin (HP-β-CD) inclusion complex (IC) and evaluated its acute toxicity in mice to support applications in functional foods and pharmaceuticals.​.

Significance: Poor stability and irritation limit Ger use; HP-β-CD complexation improves stability, controls release, and reduces toxicity.

Methods: Response surface methodology optimized IC preparation, while SEM, XRD and other methods confirmed formation. Thermal stability and in vitro release were tested, and intramuscular acute toxicity in mice determined LD50.

Results: Optimal conditions were 100 mg/mL HP-β-CD, 20% acetonitrile, and 35.6 °C, achieving 73.08% encapsulation efficiency. The IC retained over 80% efficiency after 25 days at 4, 25 and 50 °C and showed sustained release (90% at 8 h vs. 2 h for free Ger). The IC LD50 was 2373.96 mg/kg, higher than 1932.49 mg/kg for free Ger, with no major organ lesions.

Conclusion: Ger/HP-β-CD IC exhibits sustained-release properties and better safety than free Ger. It is an effective Ger delivery system and supports its potential development and application in functional foods and drugs.

目的:制备香叶醇(Ger)/羟丙基-β-环糊精(HP-β-CD)包合物(IC),并评价其小鼠急性毒性,为其在功能食品和药物中的应用提供依据。意义:稳定性差,刺激性限制Ger的使用;HP-β-CD络合提高稳定性,控制释放,降低毒性。方法:响应面法优化了IC的制备,SEM、XRD等方法证实了IC的形成。测定热稳定性和体外释放度,测定小鼠肌内急性毒性LD50。结果:最佳包封条件为HP-β-CD 100 mg/mL,乙腈浓度为20%,温度为35.6℃,包封率为73.08%。在4、25和50°C条件下,IC在25天后的效率保持在80%以上,并表现出持续释放(8小时90%,而自由Ger为2小时)。icld50为2373.96 mg/kg,高于游离Ger的1932.49 mg/kg,无主要脏器病变。结论:Ger/HP-β-CD IC具有缓释特性,安全性优于游离的Ger。它是一种有效的锗传递系统,支持其在功能食品和药物中的潜在开发和应用。
{"title":"Preparation, characterization of geraniol/HP-β-CD inclusion complex and its acute toxicity evaluation in mice.","authors":"ZhongHui Pu, SiYi Luo, XingYun Liao, YiXiao Ning, Min Dai","doi":"10.1080/03639045.2026.2645419","DOIUrl":"https://doi.org/10.1080/03639045.2026.2645419","url":null,"abstract":"<p><strong>Objective: </strong>This study prepared a geraniol (Ger)/hydroxypropyl-β-cyclodextrin (HP-β-CD) inclusion complex (IC) and evaluated its acute toxicity in mice to support applications in functional foods and pharmaceuticals.​.</p><p><strong>Significance: </strong>Poor stability and irritation limit Ger use; HP-β-CD complexation improves stability, controls release, and reduces toxicity.</p><p><strong>Methods: </strong>Response surface methodology optimized IC preparation, while SEM, XRD and other methods confirmed formation. Thermal stability and in vitro release were tested, and intramuscular acute toxicity in mice determined LD<sub>50</sub>.</p><p><strong>Results: </strong>Optimal conditions were 100 mg/mL HP-β-CD, 20% acetonitrile, and 35.6 °C, achieving 73.08% encapsulation efficiency. The IC retained over 80% efficiency after 25 days at 4, 25 and 50 °C and showed sustained release (90% at 8 h vs. 2 h for free Ger). The IC LD<sub>50</sub> was 2373.96 mg/kg, higher than 1932.49 mg/kg for free Ger, with no major organ lesions.</p><p><strong>Conclusion: </strong>Ger/HP-β-CD IC exhibits sustained-release properties and better safety than free Ger. It is an effective Ger delivery system and supports its potential development and application in functional foods and drugs.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-17"},"PeriodicalIF":2.2,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147503472","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
Development of nimesulide-loaded pH-triggered ocular in situ gels: in vitro characterization, MTT assay, and Drazie test. 尼美舒利负载ph触发眼原位凝胶的研制体外鉴定、MTT试验和Drazie试验。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-22 DOI: 10.1080/03639045.2026.2642082
Nasif Fatih Karakuyu, Heybet Kerem Polat, Sedat Unal, Muhammet Kerim Haydar, Behzad Mokhtare, Furkan Aykurt, Aleyna Aksit

Objective: The present study created nimesulide-loaded in situ gels and assessed their potential application in ocular inflammation.

Methods: Because in situ gels have a low viscosity, sodium alginate, and hydroxypropyl methylcellulose combined to create a nimesulide CD complex that is easy to apply. However, due to the gelation creation with pH, washing and removing it from the ocular surface becomes challenging. Production was carried out using different ratios of sodium alginate, hydroxypropyl methylcellulose, and hyaluronic acid.

Results: Characterization studies led to the determination of the optimized formulation. The optimized formulation viscosity pH 5.5 = 547.3 ± 76cP, viscosity pH 7.4 = 8798.3 ± 254 cP, and pH = 5.4 ± 0.01 were obtained. In in vitro release experiments, approximately 53% of nimesulide was released by burst action within 2 h, followed by a controlled release over 12 h. Mathematical modeling of the formulations' release kinetics revealed that they were consistent with the Korsemeyer-Peppas and Weibull models. It was determined that nimesulide-loaded in situ gels showed over 80% viability in the L929 cell line. Rats underwent no adverse conditions in Draize's in vivo experiment.

Conclusion: For this reason, the TB5 formulation may be a good choice when treating ocular inflammation. These findings may be supported by future efficacy studies using this formulation.

目的:制备尼美舒利原位凝胶并评价其在眼部炎症中的潜在应用。方法:由于原位凝胶具有低粘度,将海藻酸钠和羟丙基甲基纤维素结合形成尼美舒利CD复合物,易于应用。然而,由于凝胶的产生与pH值,清洗和清除它从眼表变得具有挑战性。采用不同比例的海藻酸钠、羟丙基甲基纤维素和透明质酸进行生产。结果:通过表征研究确定了最佳处方。优化后的配方粘度pH 5.5 = 547.3±76cP,粘度pH 7.4 = 8798.3±254 cP, pH = 5.4±0.01。在体外释放实验中,约53%的尼美舒利在2小时内通过爆发作用释放,随后在12小时内控制释放。对这些配方的释放动力学进行数学建模,结果表明它们符合korsemyer - peppas和Weibull模型。结果表明,尼美舒利原位凝胶在L929细胞系中具有80%以上的活性。大鼠在Draize体内实验中未出现不良反应。结论:TB5制剂是治疗眼部炎症的较好选择。这些发现可能会得到未来使用该制剂的疗效研究的支持。
{"title":"Development of nimesulide-loaded pH-triggered ocular <i>in situ</i> gels: <i>in vitro</i> characterization, MTT assay, and Drazie test.","authors":"Nasif Fatih Karakuyu, Heybet Kerem Polat, Sedat Unal, Muhammet Kerim Haydar, Behzad Mokhtare, Furkan Aykurt, Aleyna Aksit","doi":"10.1080/03639045.2026.2642082","DOIUrl":"10.1080/03639045.2026.2642082","url":null,"abstract":"<p><strong>Objective: </strong>The present study created nimesulide-loaded <i>in situ</i> gels and assessed their potential application in ocular inflammation.</p><p><strong>Methods: </strong>Because <i>in situ</i> gels have a low viscosity, sodium alginate, and hydroxypropyl methylcellulose combined to create a nimesulide CD complex that is easy to apply. However, due to the gelation creation with pH, washing and removing it from the ocular surface becomes challenging. Production was carried out using different ratios of sodium alginate, hydroxypropyl methylcellulose, and hyaluronic acid.</p><p><strong>Results: </strong>Characterization studies led to the determination of the optimized formulation. The optimized formulation viscosity <i>pH 5.5</i> = 547.3 ± 76cP, viscosity <i>pH 7.4</i> = 8798.3 ± 254 cP, and pH = 5.4 ± 0.01 were obtained. In <i>in vitro</i> release experiments, approximately 53% of nimesulide was released by burst action within 2 h, followed by a controlled release over 12 h. Mathematical modeling of the formulations' release kinetics revealed that they were consistent with the Korsemeyer-Peppas and Weibull models. It was determined that nimesulide-loaded <i>in situ</i> gels showed over 80% viability in the L929 cell line. Rats underwent no adverse conditions in Draize's <i>in vivo</i> experiment.</p><p><strong>Conclusion: </strong>For this reason, the TB5 formulation may be a good choice when treating ocular inflammation. These findings may be supported by future efficacy studies using this formulation.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-10"},"PeriodicalIF":2.2,"publicationDate":"2026-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147364419","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
An innovative RP-HPLC strategy for dual-drug analysis: simultaneous estimation of selegiline and biochanin A in bulk and SNEDDS. 一种创新的反相高效液相色谱双药分析策略:同时测定散装和SNEDDS中Selegiline和生物茶素A的含量。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-20 DOI: 10.1080/03639045.2026.2644461
Shivani Tyagi, Manisha Trivedi, Jayendra Kumar

Introduction: This study aimed to develop and validate a rapid, accurate, and robust RP-HPLC method for the simultaneous quantification of Selegiline (SEL) and Biochanin A (BCA) in bulk and in self-nanoemulsifying drug delivery system (SNEDDS). Developing a validated analytical method for the novel SEL-BCA combination is important for ensuring precise quantification of the combination's potential applicability in Parkinson's disease (PD) management.

Methods: Chromatographic separation was performed using an Agilent 1220 Infinity II HPLC system equipped with a 5TC-C18(2) column (250 × 4.6 mm, 5 µm) and a variable wavelength detector (VWD). An isocratic mode with mobile phase of acetonitrile (ACN) and water containing 0.1% o-phosphoric acid (50:50 v/v) was used at a flow rate of 1 mL min-1, with detection at isosbestic wavelength of 208 nm. Validation followed ICH Q2(R1) guidelines. SEL-BCA SNEDDS was formulated and characterized for particle size and PDI, and the validated method was applied to quantify in vitro drug release and % drug assay.

Results: The method displayed excellent linearity over the 0.4-50 µg mL-1 concentration range, with correlation coefficients of 0.9997 for SEL and 0.9995 for BCA. System suitability parameters, including tailing factor < 1.5, resolution > 2, and theoretical plates > 2000, were satisfactory. The method remained robust despite small variations in flow rate, column temperature, injection volume, wavelength, and mobile phase composition. The developed SNEDDS presented a particle size of 120.3 nm and a PDI of 0.1925.

Discussion: A simple, sensitive, and robust RP-HPLC method was successfully developed and validated for the concurrent estimation of SEL and BCA in bulk drug and SNEDDS.

本研究旨在建立并验证一种快速、准确、可靠的反相高效液相色谱(RP-HPLC)方法,用于同时定量散装和自纳米乳化给药系统(SNEDDS)中Selegiline (SEL)和Biochanin a (BCA)的含量。为新的SEL-BCA组合开发一种有效的分析方法对于确保精确量化该组合在帕金森病(PD)治疗中的潜在适用性至关重要。方法:采用Agilent 1220 Infinity II型高效液相色谱系统,采用5TC-C18(2)柱(250 × 4.6 mm, 5µm)和可变波长检测器(VWD)进行色谱分离。采用等吸模,流动相为乙腈(ACN)和含0.1% o-磷酸(50:50 v/v)的水,流速为1 mL min-1,等吸波长为208 nm。验证遵循ICH Q2(R1)指南。制备了SEL-BCA SNEDDS,对其粒径和PDI进行了表征,并应用验证方法进行了体外药物释放量定量和药物%含量测定。结果:该方法在0.4 ~ 50µg mL-1浓度范围内线性良好,SEL的相关系数为0.9997,BCA的相关系数为0.9995。尾矿因子< 1.5,分辨率>2,理论板>2000,系统适宜性参数满意。尽管流速、柱温、进样量、波长和流动相组成变化不大,但该方法仍然稳定可靠。所制得的SNEDDS粒径为120.3 nm, PDI为0.1925。讨论:成功建立了一种简便、灵敏、鲁棒的反相高效液相色谱(RP-HPLC)方法,用于原料药和SNEDDS中SEL和BCA的同时测定。
{"title":"An innovative RP-HPLC strategy for dual-drug analysis: simultaneous estimation of selegiline and biochanin A in bulk and SNEDDS.","authors":"Shivani Tyagi, Manisha Trivedi, Jayendra Kumar","doi":"10.1080/03639045.2026.2644461","DOIUrl":"10.1080/03639045.2026.2644461","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to develop and validate a rapid, accurate, and robust RP-HPLC method for the simultaneous quantification of Selegiline (SEL) and Biochanin A (BCA) in bulk and in self-nanoemulsifying drug delivery system (SNEDDS). Developing a validated analytical method for the novel SEL-BCA combination is important for ensuring precise quantification of the combination's potential applicability in Parkinson's disease (PD) management.</p><p><strong>Methods: </strong>Chromatographic separation was performed using an Agilent 1220 Infinity II HPLC system equipped with a 5TC-C18(2) column (250 × 4.6 mm, 5 µm) and a variable wavelength detector (VWD). An isocratic mode with mobile phase of acetonitrile (ACN) and water containing 0.1% o-phosphoric acid (50:50 v/v) was used at a flow rate of 1 mL min<sup>-1</sup>, with detection at isosbestic wavelength of 208 nm. Validation followed ICH Q2(R1) guidelines. SEL-BCA SNEDDS was formulated and characterized for particle size and PDI, and the validated method was applied to quantify <i>in vitro</i> drug release and % drug assay.</p><p><strong>Results: </strong>The method displayed excellent linearity over the 0.4-50 µg mL<sup>-1</sup> concentration range, with correlation coefficients of 0.9997 for SEL and 0.9995 for BCA. System suitability parameters, including tailing factor < 1.5, resolution > 2, and theoretical plates > 2000, were satisfactory. The method remained robust despite small variations in flow rate, column temperature, injection volume, wavelength, and mobile phase composition. The developed SNEDDS presented a particle size of 120.3 nm and a PDI of 0.1925.</p><p><strong>Discussion: </strong>A simple, sensitive, and robust RP-HPLC method was successfully developed and validated for the concurrent estimation of SEL and BCA in bulk drug and SNEDDS.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-21"},"PeriodicalIF":2.2,"publicationDate":"2026-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147456000","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
Prediction of penicillin concentration using time series forecasting and machine learning techniques. 利用时间序列预测和机器学习技术预测青霉素浓度。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-19 DOI: 10.1080/03639045.2026.2642084
Michail Rekkas-Ventiris, Panorios Benardos
<p><strong>Background: </strong>Time-series forecasting is crucial in pharmaceutical fermentation, where early detection of deviations safeguards product quality. As the industry evolves toward Pharma 4.0, integrating machine learning into process monitoring and control presents an opportunity to enhance efficiency, consistency, and regulatory compliance. However, currently there is a notable lack of reliable machine learning based predictive tools for complex pharmaceutical fermentations.</p><p><strong>Objective: </strong>To develop a machine learning model based on Gated Recurrent Units (GRUs) for predicting penicillin concentration within a fermentation process, supporting process optimization and control in pharmaceutical manufacturing.</p><p><strong>Significance: </strong>Effective time-series forecasting of penicillin production is crucial for proactive control of critical quality attributes (CQAs). Integrating artificial intelligence techniques aligns with the goals of Pharma 4.0, enabling data-driven decision-making. This study demonstrates how a GRU-based soft sensor can support Pharma 4.0 by enabling accurate short-term forecasts of penicillin concentration under realistic industrial conditions. Using the IndPenSim dataset, which includes batch-to-batch variability and process disturbances, the model provides transparent, regulator-friendly predictions through integrated feature importance analysis. In practice, the GRU can act as an early-warning tool, alerting operators to deviations and allowing proactive adjustment of input variables.</p><p><strong>Methods: </strong>A GRU-based neural network was trained on a simulated dataset of 100 penicillin fermentation batches from the IndPenSim platform. The model development procedure included input parameter selection using Random Forest and Extreme Gradient Boosting (XGBoost), followed by hyperparameter tuning across various activation functions, optimizers, and dropout rates.</p><p><strong>Results: </strong>The GRU model trained with the Adamax optimizer and tanh activation achieved a Mean Squared Error (MSE) of 7.20 × 10<sup>-4</sup>. The data-driven feature selection approach improved predictive accuracy over manual selection. Graphical comparisons between the predicted and actual concentrations supported the model's reliability.</p><p><strong>Conclusions: </strong>This study shows the feasibility of GRU-based neural networks in forecasting penicillin concentration during fermentation. Beyond theoretical evaluation, the GRU framework provides a practical industrial use case: real-time forecasting of penicillin concentration to support proactive process control and deviation management. Such applications directly contribute to Pharma 4.0 initiatives by enabling digital twins, enhancing process transparency, and lowering barriers for deployment in regulated environments. Compared to recent approaches, our method emphasizes systematic hyperparameter tuning and input feature interpretability
背景:时间序列预测在药物发酵中是至关重要的,早期发现偏差可以保证产品质量。随着行业向制药4.0发展,将机器学习集成到过程监控和控制中为提高效率、一致性和法规遵从性提供了机会。然而,目前明显缺乏可靠的基于机器学习的复杂药物发酵预测工具。目的:建立一种基于门控循环单元(gru)的机器学习模型,用于预测发酵过程中青霉素的浓度,支持制药生产过程的优化和控制。意义:青霉素产量的有效时间序列预测对于关键质量属性(cqa)的主动控制至关重要。整合人工智能技术符合制药4.0的目标,实现数据驱动的决策。本研究展示了基于gru的软传感器如何通过在现实工业条件下实现青霉素浓度的准确短期预测来支持Pharma 4.0。使用IndPenSim数据集,其中包括批对批的可变性和过程干扰,该模型通过集成的特征重要性分析提供透明、监管友好的预测。实际上,GRU可以作为早期预警工具,提醒操作人员注意偏差,并允许主动调整输入变量。方法:采用基于gru的神经网络对来自IndPenSim平台的100批青霉素发酵批次的模拟数据集进行训练。模型开发过程包括使用随机森林和极端梯度增强(XGBoost)选择输入参数,然后跨各种激活函数、优化器和辍学率进行超参数调优。结果:使用Adamax优化器和tanh激活训练的GRU模型的均方误差(MSE)为7.20 × 10-4。与人工选择相比,数据驱动的特征选择方法提高了预测的准确性。预测浓度和实际浓度之间的图形比较支持了该模型的可靠性。结论:本研究显示了基于gru的神经网络预测发酵过程中青霉素浓度的可行性。除了理论评估之外,GRU框架还提供了一个实际的工业用例:青霉素浓度的实时预测,以支持主动过程控制和偏差管理。这些应用程序通过启用数字孪生、提高流程透明度和降低在受监管环境中部署的障碍,直接为制药4.0计划做出了贡献。与最近的方法相比,我们的方法在保持计算效率的同时强调系统超参数调整和输入特征可解释性。我们的GRU模型以更简单、更透明的架构实现了具有竞争力的准确性,突出了其在受监管的制药4.0环境中实时制药部署的适用性。
{"title":"Prediction of penicillin concentration using time series forecasting and machine learning techniques.","authors":"Michail Rekkas-Ventiris, Panorios Benardos","doi":"10.1080/03639045.2026.2642084","DOIUrl":"10.1080/03639045.2026.2642084","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Time-series forecasting is crucial in pharmaceutical fermentation, where early detection of deviations safeguards product quality. As the industry evolves toward Pharma 4.0, integrating machine learning into process monitoring and control presents an opportunity to enhance efficiency, consistency, and regulatory compliance. However, currently there is a notable lack of reliable machine learning based predictive tools for complex pharmaceutical fermentations.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;To develop a machine learning model based on Gated Recurrent Units (GRUs) for predicting penicillin concentration within a fermentation process, supporting process optimization and control in pharmaceutical manufacturing.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Significance: &lt;/strong&gt;Effective time-series forecasting of penicillin production is crucial for proactive control of critical quality attributes (CQAs). Integrating artificial intelligence techniques aligns with the goals of Pharma 4.0, enabling data-driven decision-making. This study demonstrates how a GRU-based soft sensor can support Pharma 4.0 by enabling accurate short-term forecasts of penicillin concentration under realistic industrial conditions. Using the IndPenSim dataset, which includes batch-to-batch variability and process disturbances, the model provides transparent, regulator-friendly predictions through integrated feature importance analysis. In practice, the GRU can act as an early-warning tool, alerting operators to deviations and allowing proactive adjustment of input variables.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A GRU-based neural network was trained on a simulated dataset of 100 penicillin fermentation batches from the IndPenSim platform. The model development procedure included input parameter selection using Random Forest and Extreme Gradient Boosting (XGBoost), followed by hyperparameter tuning across various activation functions, optimizers, and dropout rates.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The GRU model trained with the Adamax optimizer and tanh activation achieved a Mean Squared Error (MSE) of 7.20 × 10&lt;sup&gt;-4&lt;/sup&gt;. The data-driven feature selection approach improved predictive accuracy over manual selection. Graphical comparisons between the predicted and actual concentrations supported the model's reliability.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;This study shows the feasibility of GRU-based neural networks in forecasting penicillin concentration during fermentation. Beyond theoretical evaluation, the GRU framework provides a practical industrial use case: real-time forecasting of penicillin concentration to support proactive process control and deviation management. Such applications directly contribute to Pharma 4.0 initiatives by enabling digital twins, enhancing process transparency, and lowering barriers for deployment in regulated environments. Compared to recent approaches, our method emphasizes systematic hyperparameter tuning and input feature interpretability","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-16"},"PeriodicalIF":2.2,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147364402","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
Lipid-polymer conjugated Nanocarriers of Ferulic Acid for Obesity Intervention via Oxidative Stress Regulation. 脂质聚合物共轭阿魏酸纳米载体通过氧化应激调控干预肥胖。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-19 DOI: 10.1080/03639045.2026.2646992
Preeti Meshram, Suvarna Bhadane, Dipika Pakhare, Swati Patil, Snehal Hase, Yogita Marathe, Monika Jadhav

Objective: Ferulic acid (FA) exhibits antioxidant and metabolic regulatory properties; however, its clinical translation in obesity management is limited by poor aqueous solubility, low permeability, and rapid systemic clearance (BCS class IV).

Significance: To develop and optimize a chitosan-conjugated hybrid polymer-lipid nanocarrier system to enhance the oral bioavailability of FA and evaluate its anti-obesity efficacy via oxidative stress-mediated metabolic modulation.

Methods: FA-loaded nanocarriers were prepared using emulsification solvent-evaporation followed by probe sonication and optimized through central composite design (17 experimental runs). Physicochemical characterization included particle size, polydispersity index (PDI), zeta potential, encapsulation efficiency, drug loading, and in vitro release kinetics. Anti-obesity efficacy was assessed in a high-fructose diet-induced obese Sprague-Dawley rat model (n = 6 per group). Data were expressed as mean ± SD and analyzed using two-way ANOVA followed by Tukey's post hoc test (p < 0.05).

Results: The optimized formulation (F8) exhibited a mean particle size of 110.3 ± 0.2 nm, PDI of 0.241 ± 0.02, zeta potential of -37.21 ± 0.21 mV, encapsulation efficiency of 86.96 ± 4.4%, and drug loading of 17.39 ± 3.2%. Sustained drug release of 80.24 ± 2.6% was observed over 24 h, following Korsmeyer-Peppas kinetics (R2 = 0.99; n = 0.4). In vivo administration significantly reduced plasma insulin (5.84 ± 0.42 to 1.21 ± 0.18 ng/mL), total cholesterol (186.4 ± 8.7 to 97.9 ± 6.3 mg/dL), triglycerides (168.2 ± 7.9 to 98.7 ± 5.8 mg/dL), and LDL (121.5 ± 6.4 to 44.9 ± 4.2 mg/dL), while increasing HDL (38.6 ± 3.1 to 49.8 ± 2.9 mg/dL) compared with high-fructose controls (p < 0.05). Anti-obesity evaluation revealed significant reductions in oxidative stress markers and improved lipid profile: 4.8-fold reduction in insulin, 1.9-fold decrease in cholesterol, 1.7-fold reduction in triglycerides, 1.2-fold increase in HDL, and 0.37-fold reduction in LDL (p < 0.05). These effects were accompanied by attenuation of oxidative stress markers, suggesting restoration of redox-sensitive metabolic pathways.

Conclusion: The chitosan-conjugated hybrid polymer-lipid nanocarrier significantly enhanced systemic exposure and metabolic efficacy of FA, demonstrating sustained antioxidant-mediated improvement in insulin sensitivity and lipid homeostasis. This nano-enabled strategy represents a promising oral therapeutic platform for obesity-associated metabolic dysfunction.

目的:阿魏酸(FA)具有抗氧化和代谢调节特性;然而,其在肥胖症治疗中的临床应用受到水溶性差、渗透性低和快速全身清除(BCS IV类)的限制。意义:建立并优化壳聚糖共轭聚合物-脂质杂化纳米载体体系,提高FA的口服生物利用度,并通过氧化应激介导的代谢调节来评价其抗肥胖功效。方法:采用乳化溶剂蒸发-探针超声法制备fa负载纳米载体,并通过中心复合设计(17次实验)进行优化。理化表征包括粒径、多分散性指数(PDI)、zeta电位、包封效率、载药量和体外释放动力学。采用高果糖饮食诱导的肥胖大鼠Sprague-Dawley模型(每组n = 6)评估抗肥胖效果。数据以mean±SD表示,采用双因素方差分析,并进行Tukey事后检验(p < 0.05)。结果:优化后的配方(F8)平均粒径为110.3±0.2 nm, PDI为0.241±0.02,zeta电位为-37.21±0.21 mV,包封率为86.96±4.4%,载药量为17.39±3.2%。24 h内药物缓释率为80.24±2.6%,符合korsmemeyer - peppas动力学(R2 = 0.99; n = 0.4)。体内给药显著降低血浆胰岛素(5.84±0.42至1.21±0.18 ng/mL)、总胆固醇(186.4±8.7至97.9±6.3 mg/dL)、甘油三酯(168.2±7.9至98.7±5.8 mg/dL)和低密度脂蛋白(121.5±6.4至44.9±4.2 mg/dL),而HDL(38.6±3.1至49.8±2.9 mg/dL)升高(p < 0.05)。抗肥胖评估显示氧化应激标志物显著降低,脂质特征改善:胰岛素降低4.8倍,胆固醇降低1.9倍,甘油三酯降低1.7倍,HDL升高1.2倍,LDL降低0.37倍(p < 0.05)。这些影响伴随着氧化应激标志物的衰减,提示氧化还原敏感代谢途径的恢复。结论:壳聚糖缀合的聚合物-脂质杂化纳米载体显著增强了FA的全身暴露和代谢效率,显示出抗氧化剂介导的胰岛素敏感性和脂质稳态的持续改善。这种纳米策略代表了一种有前途的口服治疗肥胖相关代谢功能障碍的平台。
{"title":"Lipid-polymer conjugated Nanocarriers of Ferulic Acid for Obesity Intervention via Oxidative Stress Regulation.","authors":"Preeti Meshram, Suvarna Bhadane, Dipika Pakhare, Swati Patil, Snehal Hase, Yogita Marathe, Monika Jadhav","doi":"10.1080/03639045.2026.2646992","DOIUrl":"https://doi.org/10.1080/03639045.2026.2646992","url":null,"abstract":"<p><strong>Objective: </strong>Ferulic acid (FA) exhibits antioxidant and metabolic regulatory properties; however, its clinical translation in obesity management is limited by poor aqueous solubility, low permeability, and rapid systemic clearance (BCS class IV).</p><p><strong>Significance: </strong>To develop and optimize a chitosan-conjugated hybrid polymer-lipid nanocarrier system to enhance the oral bioavailability of FA and evaluate its anti-obesity efficacy via oxidative stress-mediated metabolic modulation.</p><p><strong>Methods: </strong>FA-loaded nanocarriers were prepared using emulsification solvent-evaporation followed by probe sonication and optimized through central composite design (17 experimental runs). Physicochemical characterization included particle size, polydispersity index (PDI), zeta potential, encapsulation efficiency, drug loading, and in vitro release kinetics<b>. Anti-obesity efficacy was assessed in a high-fructose diet-induced obese Sprague-Dawley rat model (n = 6 per group). Data were expressed as mean ± SD and analyzed using two-way ANOVA followed by Tukey's post hoc test (p < 0.05).</b></p><p><strong>Results: </strong>The optimized formulation (F8) exhibited a mean particle size of 110.3 ± 0.2 nm, PDI of 0.241 ± 0.02, zeta potential of -37.21 ± 0.21 mV, encapsulation efficiency of 86.96 ± 4.4%, and drug loading of 17.39 ± 3.2%. Sustained drug release of 80.24 ± 2.6% was observed over 24 h, following Korsmeyer-Peppas kinetics (R<sup>2</sup> = 0.99; n = 0.4). In vivo administration significantly reduced plasma insulin (5.84 ± 0.42 to 1.21 ± 0.18 ng/mL), total cholesterol (186.4 ± 8.7 to 97.9 ± 6.3 mg/dL), triglycerides (168.2 ± 7.9 to 98.7 ± 5.8 mg/dL), and LDL (121.5 ± 6.4 to 44.9 ± 4.2 mg/dL), while increasing HDL (38.6 ± 3.1 to 49.8 ± 2.9 mg/dL) compared with high-fructose controls (p < 0.05). <b>Anti-obesity evaluation revealed significant reductions in oxidative stress markers and improved lipid profile: 4.8-fold reduction in insulin, 1.9-fold decrease in cholesterol, 1.7-fold reduction in triglycerides, 1.2-fold increase in HDL, and 0.37-fold reduction in LDL (p < 0.05).</b> These effects were accompanied by attenuation of oxidative stress markers, suggesting restoration of redox-sensitive metabolic pathways.</p><p><strong>Conclusion: </strong>The chitosan-conjugated hybrid polymer-lipid nanocarrier significantly enhanced systemic exposure and metabolic efficacy of FA, demonstrating sustained antioxidant-mediated improvement in insulin sensitivity and lipid homeostasis. This nano-enabled strategy represents a promising oral therapeutic platform for obesity-associated metabolic dysfunction.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-31"},"PeriodicalIF":2.2,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147480169","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
Optimization of Clausena anisata leaf extract lozenges as smoking cessation aid: Quality by Design approach, trial-scale production at manufacturing site, and stability evaluation. 烟香叶提取物含片的戒烟助剂优化:质量设计、生产现场试制和稳定性评价。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-17 DOI: 10.1080/03639045.2026.2643480
Natawat Chankana, Poj Kulvanich, Jirapornchai Suksaeree, Laksana Charoenchai, Chaowalit Monton

Objective: The objective of this study was to develop and optimize Clausena anisata leaf extract (CLE) lozenges, a smoking cessation aid, using a Quality by Design (QbD) approach.

Significance: Optimized CLE lozenges offer a scalable, stable herbal smoking-cessation formulation.

Methods: The quality target product profile (QTPP) was defined, critical quality attributes (CQAs) were identified, and an initial risk assessment was performed. The formulation development of CLE lozenges was designed using a Box-Behnken design, incorporating three factors: compression force, microcrystalline cellulose content, and sodium starch glycolate content.

Results: The results indicated that the optimal formulation contained 10% microcrystalline cellulose and 2% sodium starch glycolate, with a compression force of 2000 psi, yielding desirable physical properties, including hardness of 4-6 kgf, friability ≤1%, and disintegration time ≤30 min. This formulation was subsequently scaled up for trial production at a manufacturing site. The trial batch exhibited slight variations in some physical properties but remained within the defined design space. Moreover, the nitrate content and assay results between the laboratory-scale and trial-scale batches were comparable. The trial-scale batch completely dissolved within 1 h. Stability studies demonstrated that the lozenges were more stable when stored in aluminum foil bags with a heat seal than in polyethylene terephthalate (PET) bottles under both 30 °C/75% RH and 40 °C/75% RH conditions for six months.

Conclusions: This study successfully developed and optimized CLE lozenges using the QbD approach. The results suggest that this herbal product can be further scaled up to pilot and production levels for potential use as a smoking cessation aid.

目的:采用质量设计(QbD)方法,对戒烟助剂茴香叶提取物(CLE)含片进行开发和优化。意义:优化后的CLE含片提供了一种可扩展的、稳定的草药戒烟配方。方法:定义质量目标产品概况,识别关键质量属性,并进行初步风险评估。采用Box-Behnken设计,综合三个因素:压缩力、微晶纤维素含量和乙醇酸钠淀粉含量,设计CLE含片的配方。结果:最佳配方为10%微晶纤维素和2%乙醇酸淀粉钠,压缩力为2,000 psi,可获得硬度为4-6 kgf,脆度≤1%,崩解时间≤30 min的理想物理性能。该配方随后在生产现场进行了规模化试生产。试验批次在一些物理性质上表现出轻微的变化,但仍在定义的设计空间内。此外,实验室规模和试验规模批次之间的硝酸盐含量和测定结果具有可比性。试验规模批次在1小时内完全溶解。稳定性研究表明,在30°C/75% RH和40°C/75% RH的条件下,将含片保存在带有热封的铝箔袋中比存放在聚对苯二甲酸乙二醇酯瓶中更稳定。结论:本研究采用QbD方法成功开发并优化了CLE含片。结果表明,这种草药产品可以进一步扩大到试点和生产水平,作为戒烟辅助工具的潜在用途。
{"title":"Optimization of <i>Clausena anisata</i> leaf extract lozenges as smoking cessation aid: Quality by Design approach, trial-scale production at manufacturing site, and stability evaluation.","authors":"Natawat Chankana, Poj Kulvanich, Jirapornchai Suksaeree, Laksana Charoenchai, Chaowalit Monton","doi":"10.1080/03639045.2026.2643480","DOIUrl":"10.1080/03639045.2026.2643480","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to develop and optimize <i>Clausena anisata</i> leaf extract (CLE) lozenges, a smoking cessation aid, using a Quality by Design (QbD) approach.</p><p><strong>Significance: </strong>Optimized CLE lozenges offer a scalable, stable herbal smoking-cessation formulation.</p><p><strong>Methods: </strong>The quality target product profile (QTPP) was defined, critical quality attributes (CQAs) were identified, and an initial risk assessment was performed. The formulation development of CLE lozenges was designed using a Box-Behnken design, incorporating three factors: compression force, microcrystalline cellulose content, and sodium starch glycolate content.</p><p><strong>Results: </strong>The results indicated that the optimal formulation contained 10% microcrystalline cellulose and 2% sodium starch glycolate, with a compression force of 2000 psi, yielding desirable physical properties, including hardness of 4-6 kgf, friability ≤1%, and disintegration time ≤30 min. This formulation was subsequently scaled up for trial production at a manufacturing site. The trial batch exhibited slight variations in some physical properties but remained within the defined design space. Moreover, the nitrate content and assay results between the laboratory-scale and trial-scale batches were comparable. The trial-scale batch completely dissolved within 1 h. Stability studies demonstrated that the lozenges were more stable when stored in aluminum foil bags with a heat seal than in polyethylene terephthalate (PET) bottles under both 30 °C/75% RH and 40 °C/75% RH conditions for six months.</p><p><strong>Conclusions: </strong>This study successfully developed and optimized CLE lozenges using the QbD approach. The results suggest that this herbal product can be further scaled up to pilot and production levels for potential use as a smoking cessation aid.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-16"},"PeriodicalIF":2.2,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147431440","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
Injection molded multidrug intravaginal rings with antimicrobial properties for prophylaxis and cancer treatment in women's health context. 注射成型的多药阴道内环具有抗菌特性,用于妇女健康方面的预防和癌症治疗。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-16 DOI: 10.1080/03639045.2026.2639833
Gabriela Abreu Raimundo, Tauana Batistella, Maria Johann Fensterseifer, Loise Silveira da Silva, Ian Matheus Moura Esper, Gustavo Ferrari, Gean Vitor Salmoria

Objective: This study explores the development of intravaginal rings with controlled drug release, fabricated through injection molding, for the treatment of viral and bacterial gynecological diseases such as HIV/AIDS, cervical cancer caused by HPV, and other infections.

Significance: Recent advancements in women's health treatments have been driven by technological innovations and clinical improvements, where the development of new technologies for treating and preventing cancers and infections in women highlights a gap that still requires significant improvement.

Methods: The selected drugs were copper sulfate (CuSo4), silver sulfadiazine (AgSD), and fluorouracil (FU), which offer a combination of antibacterial, antifungal and antiviral properties. Devices were manufactured from Low Density Polyethylene (LDPE) polymer with 20% (w/w) of each drug isolated. Multi-drug devices were produced with combinations of 15% copper sulfate and 15% silver sulfadiazine, and 15% silver sulfadiazine and 15% fluorouracil. Characterization to evaluate the safety and effectiveness of the devices was performed through SEM, FTIR, DSC, DMA, and in vitro drug release tests.

Results: Preliminary results suggest that drug release was sustained for more than 40 days, with high drug incorporation capacity, and high process reproducibility, with LDPE mechanical properties minimally affected.

Conclusion: This study demonstrates the feasibility of using injection molding to produce multidrug LDPE intravaginal rings with stable mechanical properties, drug-loading capacity, and sustained release, highlighting a promising and scalable platform for future therapeutic and prophylactic applications in women's health.

目的:研制注射成型的控释阴道内环,用于治疗HIV/AIDS、HPV宫颈癌等病毒性、细菌性妇科疾病及其他感染。意义:技术创新和临床改进推动了妇女健康治疗方面最近的进展,其中治疗和预防妇女癌症和感染的新技术的发展突出了仍然需要重大改进的差距。方法:选用具有抗菌、抗真菌和抗病毒特性的硫酸铜(CuSo4)、磺胺嘧啶银(AgSD)和氟尿嘧啶(FU)。器械由低密度聚乙烯(LDPE)聚合物制成,每种药物分离率为20% (w/w)。采用15%硫酸铜和15%磺胺嘧啶银、15%磺胺嘧啶银和15%氟尿嘧啶的组合制备多药装置。通过扫描电镜(SEM)、红外光谱(FTIR)、DSC、DMA和体外药物释放试验,对该装置的安全性和有效性进行了表征。结果:初步结果表明,该药物释放持续时间超过40天,入药量高,工艺重现性好,LDPE力学性能受影响最小。结论:本研究证明了采用注射成型技术生产多药LDPE阴道内环的可行性,该环具有稳定的力学性能、载药能力和缓释能力,为未来女性健康的治疗和预防应用提供了一个有前途的可扩展平台。
{"title":"Injection molded multidrug intravaginal rings with antimicrobial properties for prophylaxis and cancer treatment in women's health context.","authors":"Gabriela Abreu Raimundo, Tauana Batistella, Maria Johann Fensterseifer, Loise Silveira da Silva, Ian Matheus Moura Esper, Gustavo Ferrari, Gean Vitor Salmoria","doi":"10.1080/03639045.2026.2639833","DOIUrl":"10.1080/03639045.2026.2639833","url":null,"abstract":"<p><strong>Objective: </strong>This study explores the development of intravaginal rings with controlled drug release, fabricated through injection molding, for the treatment of viral and bacterial gynecological diseases such as HIV/AIDS, cervical cancer caused by HPV, and other infections.</p><p><strong>Significance: </strong>Recent advancements in women's health treatments have been driven by technological innovations and clinical improvements, where the development of new technologies for treating and preventing cancers and infections in women highlights a gap that still requires significant improvement.</p><p><strong>Methods: </strong>The selected drugs were copper sulfate (CuSo<sub>4</sub>), silver sulfadiazine (AgSD), and fluorouracil (FU), which offer a combination of antibacterial, antifungal and antiviral properties. Devices were manufactured from Low Density Polyethylene (LDPE) polymer with 20% (w/w) of each drug isolated. Multi-drug devices were produced with combinations of 15% copper sulfate and 15% silver sulfadiazine, and 15% silver sulfadiazine and 15% fluorouracil. Characterization to evaluate the safety and effectiveness of the devices was performed through SEM, FTIR, DSC, DMA, and <i>in vitro</i> drug release tests.</p><p><strong>Results: </strong>Preliminary results suggest that drug release was sustained for more than 40 days, with high drug incorporation capacity, and high process reproducibility, with LDPE mechanical properties minimally affected.</p><p><strong>Conclusion: </strong>This study demonstrates the feasibility of using injection molding to produce multidrug LDPE intravaginal rings with stable mechanical properties, drug-loading capacity, and sustained release, highlighting a promising and scalable platform for future therapeutic and prophylactic applications in women's health.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-13"},"PeriodicalIF":2.2,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147353835","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
Stability, in vitro release, and pharmacokinetic evaluation of standardized crude extracts, isolated compounds, and their nano-liposomes derived from Syzygium campanulatum Korth using Sprague-Dawley rats. 在Sprague-Dawley大鼠实验中,标准粗提取物、分离化合物及其纳米脂质体的稳定性、体外释放和药代动力学评价。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-13 DOI: 10.1080/03639045.2026.2631666
Abdul Hakeem Memon, Osama Memon, Asad Ur Rahman, Muhammad Khan, Hosh Muhammad Lashari, Imran Suheryani, Muhammad Esa, Atif Ali Khan Khalil, Saqib Jahan

Objective: This study aimed to leverage nano-liposomes (NLs) for optimizing the solubility, bioavailability, and pharmacokinetic profiles of 7-hydroxy-5-methoxy-6,8-dimethyl flavanone (7-HMDF), 5,7-dihydroxy-6,8-dimethyl-flavanone (HMF), 2,4-dihydroxy-6-methoxy- 3,5-dimethylchalcone (DMC), betulinic acid (BA), and ursolic acid (UA) derived from the standardized ethanol extract (EE) and supercritical fluid extract (SFE) of Syzygium campanulatum Korth leaves.

Significance: This study provides a comprehensive/validated approach for the nano-pharmaceutical development of poorly bioavailable phytomedicines.

Methods: NLs encapsulating BA, DMC, EE, and SFE were prepared (thin-film hydration method), optimized, and subsequently characterized. Besides, 6-months stability test, NL-EE and NL-SFE also underwent oral pharmacokinetic evaluation using Sprague-Dawley (SD) rats.

Results: HPLC analysis revealed higher concentration of marker compounds within SFE as compared to EE and in silico ADME-Tox profiling predicted safe and favourable pharmacokinetics of those marker compounds. Additionally, NLs demonstrated optimum size (70 238nm), polydispersity index (0.250.43), zeta potential (-28 to -49 mV), encapsulation efficiency (4065%), in vitro drug release, and six months stability. Shelf-life was temperature-dependent, with BA stable at 25°C and DMC moderately stable, but both declined sharply at 60 °C. NLs encapsulation noticeably increased the aqueous solubility of the marker compounds by 50%. Finally, in vivo pharmacokinetic evaluation confirmed the presence of 7-HMDF, HMF, and DMC in rats' plasma, indicating improved absorption, prolonged circulation, enhanced bioavailability, and sustained release of NLs as compared to their non-liposomal counterparts (EE/SFE).

Conclusions: NL encapsulation significantly enhanced the solubility, entrapment efficiency, oral bioavailability, and pharmacokinetic profiles of 7-HMDF, HMF, and DMC from S. campanulatum extracts, demonstrating NLs as promising drug delivery systems.

目的:利用纳米脂质体(NLs)优化从熊叶标准乙醇提取物(EE)和超临界流体提取物(SFE)中提取的7-羟基-5-甲氧基-6,8-二甲基黄烷酮(7-HMDF)、5,7-二羟基-6,8-二甲基黄烷酮(HMF)、2,4-二羟基-6-甲氧基-3,5-二甲基查尔酮(DMC)、白桦木酸(BA)和熊果酸(UA)的溶解度、生物利用度和药代动力学特征。意义:本研究为生物利用度差的植物药物开发成高效纳米药物提供了一种全面、有效的方法。方法:采用薄膜水化法制备包封BA (NL-BA)、DMC (NL-DMC)、EE (NL-EE)和SFE (NL-SFE)的NLs,并对其进行优化和表征。此外,SD大鼠口服NL-EE和NL-SFE (500 mg/kg)后进行6个月稳定性试验和药代动力学评价。结果:高效液相色谱分析发现,SFE中标记化合物的浓度高于EE。此外,ADME-Tox(吸收、分布、代谢、排泄和毒性)分析预测了标记化合物的安全和有利的药代动力学。此外,通过薄膜水合法制备的NLs具有最佳尺寸(70 ~ 238 nm)、多分散指数(0.25 ~ 0.43)、zeta电位(-28 ~ -49 mV)、包封效率(40 ~ 65%)、体外释药和6个月稳定性。保质期与温度有关,BA在25 °C时稳定,DMC中等稳定,但在60 °C时均急剧下降。NLs包封显著提高了标记化合物50%的水溶性。最后,体内药代动力学评价证实了大鼠血浆中存在7-HMDF、HMF和DMC,表明与非脂质体(EE/SFE)相比,NLs的吸收改善、循环延长、生物利用度提高和缓释。血浆分析显示7-HMDF、HMF和DMC的延迟吸收,Tmax为4.5-5 h。此外,与NL-EE相比,NL-SFE给药后Cmax值显著升高。这些NL-EE和NL-SFE可能在受控药物输送中有潜在的用途,并可能支持进一步的临床前研究。结论:nl包封显著改善了钟樟粗提物中7-HMDF、HMF和DMC的溶解度、包裹性、口服生物利用度和药代动力学,凸显了nl作为有效药物传递工具的潜力。
{"title":"Stability, <i>in vitro</i> release, and pharmacokinetic evaluation of standardized crude extracts, isolated compounds, and their nano-liposomes derived from <i>Syzygium campanulatum</i> Korth using Sprague-Dawley rats.","authors":"Abdul Hakeem Memon, Osama Memon, Asad Ur Rahman, Muhammad Khan, Hosh Muhammad Lashari, Imran Suheryani, Muhammad Esa, Atif Ali Khan Khalil, Saqib Jahan","doi":"10.1080/03639045.2026.2631666","DOIUrl":"10.1080/03639045.2026.2631666","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to leverage nano-liposomes (NLs) for optimizing the solubility, bioavailability, and pharmacokinetic profiles of 7-hydroxy-5-methoxy-6,8-dimethyl flavanone (7-HMDF), 5,7-dihydroxy-6,8-dimethyl-flavanone (HMF), 2,4-dihydroxy-6-methoxy- 3,5-dimethylchalcone (DMC), betulinic acid (BA), and ursolic acid (UA) derived from the standardized ethanol extract (EE) and supercritical fluid extract (SFE) of Syzygium campanulatum Korth leaves.</p><p><strong>Significance: </strong>This study provides a comprehensive/validated approach for the nano-pharmaceutical development of poorly bioavailable phytomedicines.</p><p><strong>Methods: </strong>NLs encapsulating BA, DMC, EE, and SFE were prepared (thin-film hydration method), optimized, and subsequently characterized. Besides, 6-months stability test, NL-EE and NL-SFE also underwent oral pharmacokinetic evaluation using Sprague-Dawley (SD) rats.</p><p><strong>Results: </strong>HPLC analysis revealed higher concentration of marker compounds within SFE as compared to EE and in silico ADME-Tox profiling predicted safe and favourable pharmacokinetics of those marker compounds. Additionally, NLs demonstrated optimum size (70 238nm), polydispersity index (0.250.43), zeta potential (-28 to -49 mV), encapsulation efficiency (4065%), in vitro drug release, and six months stability. Shelf-life was temperature-dependent, with BA stable at 25°C and DMC moderately stable, but both declined sharply at 60 °C. NLs encapsulation noticeably increased the aqueous solubility of the marker compounds by 50%. Finally, in vivo pharmacokinetic evaluation confirmed the presence of 7-HMDF, HMF, and DMC in rats' plasma, indicating improved absorption, prolonged circulation, enhanced bioavailability, and sustained release of NLs as compared to their non-liposomal counterparts (EE/SFE).</p><p><strong>Conclusions: </strong>NL encapsulation significantly enhanced the solubility, entrapment efficiency, oral bioavailability, and pharmacokinetic profiles of 7-HMDF, HMF, and DMC from S. campanulatum extracts, demonstrating NLs as promising drug delivery systems.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-17"},"PeriodicalIF":2.2,"publicationDate":"2026-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147270061","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
Study of compression effect on testosterone tablets. 睾酮片压缩作用的研究。
IF 2.2 4区 医学 Q3 CHEMISTRY, MEDICINAL Pub Date : 2026-03-11 DOI: 10.1080/03639045.2026.2642910
Loise Silveira da Silva, Izabelle de Mello Gindri, Maria Johann Fensterseifer, Gustavo Ferrari, Eduardo Alberto Fancello, Carlos Rodrigo de Mello Roesler, Gean Vitor Salmoria

Objective: To analyze drug's physicochemical properties and dissolution profiles of testosterone tablets compressed with two different load levels (2 and 15 tons) and to evaluate the influence of process additive on tablet properties.

Significance: Testosterone implants are inserted in the subcutaneous tissue and follow a superficial erosion process that leads to drug absorption during 4 to 5 months. Testosterone is a cholesterol derivative with an anhydrous form as their most stable structure, although another two hydrated polymorphic forms were also identified. Due to the fact that compression processes may induce polymorphic changes in some API, which can lead to different dissolution behavior, a study of physicochemical properties and polymorphic changes are important to tablet manufacturing.

Methods: Tablets were manufactured by compression molding with a hydraulic press and analyzed by DSC, XRD, SEM, FTIR and drug dissolution tests.

Results: It was observed that 15 tons represented an excessive load, resulting in a fragile tablet with lamination and cracks. DSC analysis indicated the presence of structural water, although XRD patterns indicated that the drug was in its anhydrous form. FTIR also revealed water presence, but not an indicative of a monohydrate structure. Dissolution tests suggested the applied load and process additive may have some minor influence on dissolution profile, although they are not the main attributes influencing tablet dissolution.

Conclusions: This study provides insight on how compression load and process additive influences API properties and tablet behavior, showing the importance of these factors while developing a tablet manufacturing process.

目的分析2吨和15吨两种负荷水平压缩的睾酮片的药物理化性质和溶出度,并评价工艺添加剂对片剂性质的影响。睾酮植入物插入皮下组织,经过表面侵蚀过程,在4至5个月内导致药物吸收。睾酮是一种胆固醇衍生物,无水形式是其最稳定的结构,尽管另外两种水合多形形式也被确定。由于压缩过程可能导致原料药的多晶变化,从而导致不同的溶出行为,因此研究原料药的理化性质和多晶变化对片剂生产具有重要意义。方法采用液压机压片法制备片剂,采用DSC、XRD、SEM、FTIR、溶出度等方法对片剂进行分析。结果15吨为超载,导致易碎片剂出现层叠和裂纹。DSC分析表明结构水的存在,尽管XRD模式表明药物为无水形式。FTIR也显示了水的存在,但不是单水结构的指示。溶出度试验表明,施加的载荷和工艺添加剂可能对溶出度有轻微的影响,但它们不是影响片剂溶出度的主要因素。本研究提供了压缩负荷和工艺添加剂如何影响原料药性质和片剂行为的见解,显示了这些因素在开发片剂制造工艺中的重要性。
{"title":"Study of compression effect on testosterone tablets.","authors":"Loise Silveira da Silva, Izabelle de Mello Gindri, Maria Johann Fensterseifer, Gustavo Ferrari, Eduardo Alberto Fancello, Carlos Rodrigo de Mello Roesler, Gean Vitor Salmoria","doi":"10.1080/03639045.2026.2642910","DOIUrl":"10.1080/03639045.2026.2642910","url":null,"abstract":"<p><strong>Objective: </strong>To analyze drug's physicochemical properties and dissolution profiles of testosterone tablets compressed with two different load levels (2 and 15 tons) and to evaluate the influence of process additive on tablet properties.</p><p><strong>Significance: </strong>Testosterone implants are inserted in the subcutaneous tissue and follow a superficial erosion process that leads to drug absorption during 4 to 5 months. Testosterone is a cholesterol derivative with an anhydrous form as their most stable structure, although another two hydrated polymorphic forms were also identified. Due to the fact that compression processes may induce polymorphic changes in some API, which can lead to different dissolution behavior, a study of physicochemical properties and polymorphic changes are important to tablet manufacturing.</p><p><strong>Methods: </strong>Tablets were manufactured by compression molding with a hydraulic press and analyzed by DSC, XRD, SEM, FTIR and drug dissolution tests.</p><p><strong>Results: </strong>It was observed that 15 tons represented an excessive load, resulting in a fragile tablet with lamination and cracks. DSC analysis indicated the presence of structural water, although XRD patterns indicated that the drug was in its anhydrous form. FTIR also revealed water presence, but not an indicative of a monohydrate structure. Dissolution tests suggested the applied load and process additive may have some minor influence on dissolution profile, although they are not the main attributes influencing tablet dissolution.</p><p><strong>Conclusions: </strong>This study provides insight on how compression load and process additive influences API properties and tablet behavior, showing the importance of these factors while developing a tablet manufacturing process.</p>","PeriodicalId":11263,"journal":{"name":"Drug Development and Industrial Pharmacy","volume":" ","pages":"1-12"},"PeriodicalIF":2.2,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147369010","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
期刊
Drug Development and Industrial Pharmacy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1