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FactoMineR-based multivariate analysis and SwissADME profiling of medicinal plants against cutaneous leishmaniasis 基于factominer的药用植物抗皮肤利什曼病的多变量分析和SwissADME分析
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-14 DOI: 10.1186/s43094-025-00865-9
Amel Bouzabata, Mohamed L. Ashour, Leila Bouzabata, Eman R. Elsharkawy, Aya Guebli, Aya Grabsia, Zihad Bouslama, Geoffrey A. Cordell

Background

To investigate medicinal plants used in the traditional treatment of cutaneous leishmaniasis using multivariate tests coupled with pharmacokinetic predictions in silico.

Main body

Interviews were conducted with 21 herbalists in Annaba and El Tarf provinces. The dataset comprised 26 variables, and multidimensional analyses were applied using the FactoMineR package. Nineteen species were reported in this survey. Among them, the most important family was Lamiaceae, with five species. According to the RFC index, the most famous species were the aerial parts of Teucrium polium L. (57.14%).

Second, a data matrix for the species generated showed higher contribution values in the first dimension owing to the lack of the topical administration form, the presence of preparation mode by decoction and cataplasm, and the association of medicinal plants specifically with olive oil and honey, respectively. The analysis of the first dimension demonstrated a high association for the form of administration and the mode of administration, with correlation ratios η2 of 6.261E-01, 5.501E-01, and 4.772E-01 (p < 0.05), respectively. The cluster analysis identified three clusters differentiated by the administration form per os with a p-value of 7.49E-05 (p < 0.05). Later, the ADME profile was tested in silico by identifying the physicochemical properties of the major compounds reported in the literature.

Conclusions

The results showed that the major compounds of plants with high RFC showed excellent ADME profiles, with good absorption, low toxicity, and favorable distribution, making them promising candidates for the safe treatment of leishmaniasis.

背景:利用多变量试验结合计算机药代动力学预测,研究用于皮肤利什曼病传统治疗的药用植物。对安纳巴省和塔夫省的21名草药医生进行了访谈。数据集包括26个变量,并使用FactoMineR软件包进行多维分析。本调查共报告19种。其中最重要的科为Lamiaceae,共有5种。根据RFC指数,最著名的种是白桦(Teucrium polium L.)的地上部分(57.14%)。其次,由于缺乏外用给药形式,存在煎煮和脂质体制备模式,以及药用植物与橄榄油和蜂蜜的特异性关联,所生成的物种数据矩阵在第一维上的贡献值较高。第一个维度的分析表明,给药形式和给药方式具有高度相关性,相关系数η2分别为6.261E-01、5.501E-01和4.772E-01 (p < 0.05)。聚类分析发现,不同给药方式的患者有3个聚类,p值为7.49E-05 (p < 0.05)。随后,通过识别文献中报道的主要化合物的物理化学性质,在计算机上测试了ADME剖面。结论高RFC植物中主要化合物具有良好的ADME谱,具有良好的吸收、低毒和分布优势,是安全治疗利什曼病的理想候选药物。
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引用次数: 0
Recent advances in 3D and 4D printing in pharmaceutical technology: applications, challenges, and future perspectives 制药技术中3D和4D打印的最新进展:应用、挑战和未来展望
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-13 DOI: 10.1186/s43094-025-00866-8
Alaa H. Salama

Background

The conventional drug delivery devices always present a “one-size-fits-all” approach which limits their application in pharmaceutical industry, because of their inability to adapt to individual pharmacokinetic features. Three-dimensional (3D) printing is the most economical substitutes for transferring from the “one-size-fits-all” approach (i.e., mass production) to fabricate small individualized batches.

Main text

3D printing, advanced by the additive manufacturing technology, has gained growing demanding and popularity to develop pharmaceutical dosage forms and medical devices; and offered much more preferences over the traditional fabrication technologies. This advanced technology presents the ability of fabricating customizable design, 3D structures with sophisticated architecture, intended for personalized treatment. As a further advancement, the emergence of four-dimensional (4D) printing extensively contributed to the advancement of personalized medication by combining the benefits of smart multiple functional materials with the 3D printing technology. In spite of all of the offered notable progresses in both techniques, some regulatory issues, scalability, and production cost present key obstruction.

Conclusions

In the present article, an overview on the latest research articles demonstrating some step forward accomplishments for exploiting 3D and 4D printing technologies in developing advanced pharmaceutical dosage forms, medical devices, and tissue engineering as well as presenting the foremost challenges and future perspectives.

Graphical abstract

传统的给药装置总是呈现一种“一刀切”的方法,这限制了它们在制药工业中的应用,因为它们不能适应个体药代动力学特征。三维(3D)打印是从“一刀切”方法(即批量生产)转移到制造小批量个性化批量的最经济的替代品。以增材制造技术为先导的3d打印技术,在医药剂型和医疗器械的开发中得到了越来越多的需求和普及;并且提供了比传统制造技术更多的选择。这种先进的技术呈现了制造可定制设计的能力,具有复杂结构的3D结构,用于个性化治疗。作为进一步的发展,四维(4D)打印的出现通过将智能多功能材料的优点与3D打印技术相结合,广泛地促进了个性化医疗的进步。尽管这两种技术都取得了显著的进步,但一些监管问题、可扩展性和生产成本仍然是主要障碍。本文综述了3D和4D打印技术在先进药物剂型、医疗器械和组织工程开发方面的最新研究成果,并提出了主要挑战和未来展望。图形抽象
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引用次数: 0
Impact of dapagliflozin administration on remodeling marker and clinical outcomes of stemi patients with diabetes mellitus: a controlled clinical trial 给药达格列净对stemi合并糖尿病患者重塑标志物及临床结局的影响:一项对照临床试验
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-13 DOI: 10.1186/s43094-025-00864-w
Abdullah Heshmat, Lamia M. El Wakeel, Hazem Khorshid, Sarah Farid Fahmy

Background

Cardiac remodeling post-myocardial infarction contributes to adverse outcomes and increased mortality. We aimed to evaluate the impact of Dapagliflozin on remodeling markers, clinical outcomes and quality of life of diabetic ST-elevation myocardial infarction (STEMI) patients. This was an open label, single centered, randomized controlled-clinical trial was conducted at the Cardiology department, Ain Shams University. Eligible diabetic STEMI patients (n = 54) were randomly allocated to receive either 10 mg of dapagliflozin plus standard of care (Test group) or standard of care alone (Control group) for 4 weeks. The primary outcome was to assess the changes in suppression of tumorigenicity 2 (sST2) over time. Secondary outcomes included: echocardiographic evaluations (left ventricular ejection fraction (LVEF), End Diastolic Diameter (EDD), End systolic volume (ESV), End diastolic volume (EDV) and quality of life using EQ-5D-5L questionnaire.

Results

No change was observed in sST2 levels either between or within groups from baseline to 4 weeks. Echocardiographic and quality of life parameters were comparable between groups after 4 weeks. LVEF was significantly increased in the study group at the end of study (42 vs. 47, P < 0.001).

Conclusions

Early administration of dapagliflozin in post-MI diabetic patients had no effect on sST2 and quality of life but improved LVEF after 4 weeks of follow up. More studies are needed with larger sample sizes to further investigate SGLT2-inhibitors potential benefits in such population.

ClinicalTrial.gov registration number: NCT05335629

背景:心肌梗死后心脏重构可导致不良后果和死亡率增加。我们旨在评估达格列净对糖尿病st段抬高型心肌梗死(STEMI)患者重塑标志物、临床结局和生活质量的影响。这是一项开放标签、单中心、随机对照临床试验,在艾因沙姆斯大学心内科进行。符合条件的糖尿病STEMI患者(n = 54)被随机分配接受10 mg达格列净加标准治疗(试验组)或单独标准治疗(对照组),为期4周。主要结局是评估随着时间的推移,抑制致瘤性2 (sST2)的变化。次要结果包括超声心动图评价(左室射血分数(LVEF)、舒张末期内径(EDD)、收缩期末期容积(ESV)、舒张末期容积(EDV)和生活质量(EQ-5D-5L)。结果从基线到4周,各组间或组内sST2水平均未发生变化。4周后两组超声心动图和生活质量参数具有可比性。研究结束时,研究组的LVEF显著增加(42比47,P < 0.001)。结论早期给予达格列净对心肌梗死后糖尿病患者的sST2和生活质量无影响,但随访4周后可改善LVEF。需要更多样本量更大的研究来进一步研究sglt2抑制剂在这类人群中的潜在益处
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引用次数: 0
From gut to brain: exploring the impact of microbiota, dysbiosis, and neuroinflammation in neurodegenerative disorders 从肠道到大脑:探索微生物群、生态失调和神经炎症对神经退行性疾病的影响
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-11 DOI: 10.1186/s43094-025-00857-9
A. Deevan Paul, Harsini Natarajan

Neurodegenerative disorders, a group of diseases such as Alzheimer’s and Parkinson’s diseases, are identified by gradual memory and motor impairment, thus, seriously affecting aging populations. New research brings a paradigm shift in the pathogenesis of these conditions by identifying gut microbiota as a fundamental factor owing to dysbiosis through microbiota-induced neuroinflammation. Besides, the gut microbiome, referred to as dysbiosis, is exclusively responsible for activating the immune system thereby causing neuroinflammation, something that leads to breakdown of the blood–brain barrier and accumulation of toxic protein aggregates, such as amyloid-beta and alpha-synuclein. The gut-brain axis stays in the way of the advancement of such diseases, provided it allows for the necessary biochemical and immunity links. Microbial short-chain fatty acids (SCFA) and other metabolic by-products that are produced by these microbes either increase or decrease the stability of the central nervous system, while reduced SCFA production caused by dysbiosis, however, brings about neuroinflammation. From this perspective, the microbiota-gut-brain connection serves as a novel source for innovation in disease cure, including probiotics, prebiotics, dietary modifications, as well as the microbiota fecal transplant, restoring the microbial balance and thus, alleviating the disease progression. This examination establishes the current role of the microbiota in neurodegeneration and potential microbiome-focused treatments for neuroprotection.

神经退行性疾病是一类疾病,如阿尔茨海默病和帕金森病,其特征是逐渐出现记忆和运动障碍,严重影响老年人。新的研究通过确定肠道微生物群是微生物群诱导的神经炎症导致生态失调的基本因素,为这些疾病的发病机制带来了范式转变。此外,被称为生态失调的肠道微生物群专门负责激活免疫系统,从而引起神经炎症,从而导致血脑屏障的破坏和有毒蛋白质聚集体的积累,如淀粉样蛋白- β和α -突触核蛋白。如果允许必要的生化和免疫联系,肠脑轴就会阻止这类疾病的发展。微生物短链脂肪酸(SCFA)和其他由这些微生物产生的代谢副产物或增加或降低中枢神经系统的稳定性,而由于生态失调导致的SCFA产生减少,则会引起神经炎症。从这个角度来看,微生物群-肠道-大脑的联系是疾病治疗创新的新来源,包括益生菌,益生元,饮食调整,以及微生物群粪便移植,恢复微生物平衡,从而缓解疾病进展。本研究确定了微生物群在神经变性和潜在的以微生物群为重点的神经保护治疗中的作用。
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引用次数: 0
Leveraging ribosomal RNA as a molecular target for vaccine development against Acinetobacter baumannii 利用核糖体RNA作为鲍曼不动杆菌疫苗开发的分子靶点
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-07 DOI: 10.1186/s43094-025-00853-z
Elijah Kolawole Oladipo, Glory Jesudara Oluwasanya, Esther Oluwadarasimi Adaramola, Gbemisola Omolara Morawo, Blessing Jephthah Oluwalemu, Victor Oluwatobi Afolabi, Praise Akanni, Joel Damilare Ajagbe, Oluwadara Hannah Ojo, Fikayo Deborah Olayiwola, Shalom Busayo Akintola, Chris Olamide Balogun, Emmanuel Pelumi Kolapo, Ayomiposi Isaiah Oshoneye, Stephen Feranmi Adeyemo, Boluwatife Ayobami Irewolede, Bamidele Abiodun Iwalokun, Oluwatosin Akinola Ajibade, Olatunji Matthew Kolawole, Olubukola Monisola Oyawoye, Julius Kola Oloke, Helen Onyeaka

Background

Acinetobacter baumannii, a nosocomial pathogen, has emerged as a major clinical threat due to its ability to resist a broad range of antibiotics, contributing to the increased morbidity and mortality in hospital settings. This characteristic of Acinetobacter baumannii as a multiple-drug resistant (MDR) organism poses a critical global health challenge, necessitating an urgent need for alternative therapeutic strategies, such as vaccine development, as a preventive measure. In this study, we employ the method of reverse vaccinology and immunoinformatic tools to design a novel rRNA-based vaccine targeting the 16S and 23S rRNA of Acinetobacter baumannii.

Results

16S and 23S rRNA sequences of Acinetobacter baumannii were retrieved from the National Center for Biotechnology Information database (NCBI). The B and T cells’ epitopes were predicted from these retrieved sequences using bioinformatics tools. The epitopes generated were further analyzed for antigenicity, toxicity, and allergenicity. The epitopes that passed these screenings, including key structural elements, were used in the design of the vaccine. The vaccine constructs were further assessed for their physicochemical properties and dynamics. Structural modeling and molecular docking studies confirmed effective binding to Toll-like receptor 4 (TLR-4), while immune simulations demonstrated the potential to elicit robust and durable immune responses.

Conclusions

This study demonstrates the potential of reverse vaccinology and immunoinformatics approaches in designing a novel rRNA-based vaccine targeting the 16S and 23S rRNA of Acinetobacter baumannii. By identifying highly antigenic, non-toxic, and non-allergenic epitopes and incorporating them into a structurally optimized rRNA-based vaccine construct, we present a promising candidate capable of eliciting strong immune responses. However, limitations such as the unavailability of datasets, especially on the 5S rRNA region in the databases, are a roadblock that needs to be addressed.

鲍曼不动杆菌是一种医院病原体,由于其对多种抗生素具有耐药性,已成为一种主要的临床威胁,导致医院发病率和死亡率增加。鲍曼不动杆菌作为多重耐药(MDR)生物的这一特征对全球卫生构成了重大挑战,迫切需要开发替代治疗策略,如疫苗开发,作为一种预防措施。在本研究中,我们采用反向疫苗学方法和免疫信息学工具设计了一种针对鲍曼不动杆菌16S和23S rRNA的新型rRNA疫苗。结果从美国国家生物技术信息中心数据库(NCBI)检索到鲍曼不动杆菌的16s和23S rRNA序列。利用生物信息学工具从这些检索到的序列中预测B细胞和T细胞的表位。进一步分析产生的表位的抗原性、毒性和过敏原性。通过这些筛选的表位,包括关键的结构元素,被用于疫苗的设计。疫苗结构进一步评估其物理化学性质和动力学。结构建模和分子对接研究证实了与toll样受体4 (TLR-4)的有效结合,而免疫模拟显示了引发稳健和持久免疫反应的潜力。结论本研究证明了反向疫苗学和免疫信息学方法在设计针对鲍曼不动杆菌16S和23S rRNA的新型rRNA疫苗方面的潜力。通过鉴定高抗原性、无毒和非致敏性的抗原表位,并将其纳入结构优化的rrna疫苗构建中,我们提出了一种有希望的候选疫苗,能够引发强烈的免疫反应。然而,诸如数据集不可用等限制,特别是数据库中的5S rRNA区域,是需要解决的障碍。
{"title":"Leveraging ribosomal RNA as a molecular target for vaccine development against Acinetobacter baumannii","authors":"Elijah Kolawole Oladipo,&nbsp;Glory Jesudara Oluwasanya,&nbsp;Esther Oluwadarasimi Adaramola,&nbsp;Gbemisola Omolara Morawo,&nbsp;Blessing Jephthah Oluwalemu,&nbsp;Victor Oluwatobi Afolabi,&nbsp;Praise Akanni,&nbsp;Joel Damilare Ajagbe,&nbsp;Oluwadara Hannah Ojo,&nbsp;Fikayo Deborah Olayiwola,&nbsp;Shalom Busayo Akintola,&nbsp;Chris Olamide Balogun,&nbsp;Emmanuel Pelumi Kolapo,&nbsp;Ayomiposi Isaiah Oshoneye,&nbsp;Stephen Feranmi Adeyemo,&nbsp;Boluwatife Ayobami Irewolede,&nbsp;Bamidele Abiodun Iwalokun,&nbsp;Oluwatosin Akinola Ajibade,&nbsp;Olatunji Matthew Kolawole,&nbsp;Olubukola Monisola Oyawoye,&nbsp;Julius Kola Oloke,&nbsp;Helen Onyeaka","doi":"10.1186/s43094-025-00853-z","DOIUrl":"10.1186/s43094-025-00853-z","url":null,"abstract":"<div><h3>Background</h3><p><i>Acinetobacter baumannii,</i> a nosocomial pathogen, has emerged as a major clinical threat due to its ability to resist a broad range of antibiotics, contributing to the increased morbidity and mortality in hospital settings. This characteristic of <i>Acinetobacter baumannii</i> as a multiple-drug resistant (MDR) organism poses a critical global health challenge, necessitating an urgent need for alternative therapeutic strategies, such as vaccine development, as a preventive measure. In this study, we employ the method of reverse vaccinology and immunoinformatic tools to design a novel rRNA-based vaccine targeting the 16S and 23S rRNA of <i>Acinetobacter baumannii.</i></p><h3>Results</h3><p>16S and 23S rRNA sequences of <i>Acinetobacter baumannii</i> were retrieved from the National Center for Biotechnology Information database (NCBI). The B and T cells’ epitopes were predicted from these retrieved sequences using bioinformatics tools. The epitopes generated were further analyzed for antigenicity, toxicity, and allergenicity. The epitopes that passed these screenings, including key structural elements, were used in the design of the vaccine. The vaccine constructs were further assessed for their physicochemical properties and dynamics. Structural modeling and molecular docking studies confirmed effective binding to Toll-like receptor 4 (TLR-4), while immune simulations demonstrated the potential to elicit robust and durable immune responses.</p><h3>Conclusions</h3><p>This study demonstrates the potential of reverse vaccinology and immunoinformatics approaches in designing a novel rRNA-based vaccine targeting the 16S and 23S rRNA of <i>Acinetobacter baumannii</i>. By identifying highly antigenic, non-toxic, and non-allergenic epitopes and incorporating them into a structurally optimized rRNA-based vaccine construct, we present a promising candidate capable of eliciting strong immune responses. However, limitations such as the unavailability of datasets, especially on the 5S rRNA region in the databases, are a roadblock that needs to be addressed.</p></div>","PeriodicalId":577,"journal":{"name":"Future Journal of Pharmaceutical Sciences","volume":"11 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fjps.springeropen.com/counter/pdf/10.1186/s43094-025-00853-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145163063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the feasibility of pillbox organizers for medication adherence among Egyptian adults with chronic diseases: a preliminary study 评估药盒组织者对埃及成人慢性病患者服药依从性的可行性:一项初步研究
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-04 DOI: 10.1186/s43094-025-00860-0
Amany Aly, Susan Bowles, Eman Sawan

Background

Patients with chronic diseases often have difficulties in managing multiple medications, resulting in poor adherence and, subsequently, adverse health consequences. Extensive research has demonstrated the beneficial effects of medication management devices, such as pill box organizers (PBOs) on enhancing medications adherence and improving patients’ health outcomes. However, research on PBOs in Egypt is limited. This study seeks to assess the awareness, user satisfaction of PBOs and their influence on medication adherence among Egyptian people with chronic illnesses.

Methods

Fifty -six Egyptian adults participated in a prospective observational study. Participants were recruited from two locations: a university employee and community individuals. Participants were asked to use a pillbox organizer for three months. Demographic data were gathered at baseline. During a bi-weekly interviews, we calculated missing doses for the past two weeks. At the end of the study period, a questionnaire containing yes/no questions to assess patients' awareness and PBO feasibility was conducted. The acceptability, usability, medication management support, and satisfaction of patients with the device were evaluated using a Likert scale.

Results

Sixty-one percent of the participants were aged 50 years or older. Almost 66% individuals possessed no prior awareness of pillbox organizers (95% CI: 0.54, 0.78, p = 0.0162). Nearly 90% deemed PBO beneficial for drug adherence (95% CI: 0.95, 1.02, p = 0). Most of the participants (80%) believed the PBO user-friendly, while 89% indicated that the device assisted in reminding them to adhere to their prescription regimen. The mean satisfaction score was 4.02 (± 0.25) on a 5-point Likert scale. Ninety-one percent of interviewees indicated that they would acquire a PBO if required.

Conclusion

The study participants viewed the PBO as an acceptable and useful tool for managing multiple medications, despite their limited awareness of them. The higher satisfaction and perceived usefulness indicate the feasibility for using PBOs in the Egyptian healthcare environments as well as its impact in enhancing drug adherence. Future research could focus on evaluating long-term adherence and health outcomes.

背景:慢性疾病患者往往难以管理多种药物,导致依从性差,随后产生不良健康后果。广泛的研究已经证明了药物管理设备的有益作用,如药丸盒组织者(PBOs)在增强药物依从性和改善患者健康结果方面。然而,对埃及pbo的研究是有限的。本研究旨在评估埃及慢性疾病患者对pbo的认识、用户满意度及其对药物依从性的影响。方法56名埃及成年人参加了一项前瞻性观察研究。参与者从两个地方招募:大学员工和社区个人。参与者被要求使用药盒整理器三个月。在基线时收集人口统计数据。在两周的访谈中,我们计算了过去两周的缺失剂量。在研究期结束时,进行一份包含是/否问题的问卷,以评估患者的认知和PBO的可行性。采用李克特量表对设备的可接受性、可用性、药物管理支持和患者满意度进行评估。结果61%的参与者年龄在50岁及以上。几乎66%的人没有事先意识到药箱组织者(95% CI: 0.54, 0.78, p = 0.0162)。近90%的人认为PBO有利于药物依从性(95% CI: 0.95, 1.02, p = 0)。大多数参与者(80%)认为PBO用户友好,而89%的人表示该设备有助于提醒他们坚持他们的处方方案。5分李克特量表的平均满意度得分为4.02(±0.25)。91%的受访者表示,如果有必要,他们会收购PBO。结论研究参与者认为PBO是一种可接受的和有用的管理多种药物的工具,尽管他们的认识有限。较高的满意度和感知有用性表明在埃及医疗保健环境中使用pbo的可行性及其对增强药物依从性的影响。未来的研究可以集中在评估长期坚持和健康结果上。
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引用次数: 0
A bioanalytical method development and validation of leniolisib by reverse phase high-performance liquid chromatography in rat plasma and its application in pharmacokinetic studies 大鼠血浆中lenolisb的反相高效液相色谱生物分析方法的建立和验证及其在药代动力学研究中的应用
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-01 DOI: 10.1186/s43094-025-00859-7
Charumathi Salva, Rajitha Galla

Background

An oral selective phosphoinositide 3-kinase (PI3K) delta inhibitor, leniolisib, is currently being developed by Pharming Group NV. The drug has been in-licensed by Novartis to treat immunodeficiency diseases. This work aimed to create and verify a rapid and simple high-performance liquid chromatography technique for quantifying leniolisib in rat plasma. Sorafenib was utilized as the internal standard.

Results

A bioanalytical method was established for analyzing rat plasma using an Inertsil ODS-4 C18 column with dimensions of 150 mm length, 4.6 mm internal diameter, 3.0 µm particle size and 10 nm pore size. The mobile phase was a mixture of acetonitrile and phosphate buffer with a pH of 7.4 in a 40:60 proportion. The flow rate was set at 1 ml/min, and the analyte was detected using PDA detection at a wavelength of 294 nm. A linear calibration curve consisting of seven points was produced within the concentration range of leniolisib in plasma, ranging from 150 to 6000 ng/ml. The accuracy ranged from 89.82 to 91.69%, and %CV was less than 6%. Further investigation of the pharmacokinetics of leniolisib in the oral solution at 10 mg/kg was carried out using the method that had been devised.

Conclusion

The proposed methodology is appropriate for the routine analysis of leniolisib in plasma samples, which is crucial for facilitating research on the drug's bioavailability and bioequivalence.

一种口服选择性磷酸肌肽3-激酶(PI3K)抑制剂lenolisib目前正在由Pharming Group NV开发,该药物已获得诺华公司的许可,用于治疗免疫缺陷疾病。本工作旨在建立和验证一种快速、简便的高效液相色谱法定量大鼠血浆中左炔醇的方法。以索拉非尼为内标。结果采用长150 mm、内径4.6 mm、粒径3.0µm、孔径10 nm的Inertsil ODS-4 C18色谱柱,建立了大鼠血浆的生物分析方法。流动相为乙腈和磷酸盐缓冲液的混合物,pH为7.4,比例为40:60。流速设为1 ml/min,采用PDA检测,波长294 nm。在血浆中lenolisib浓度150 ~ 6000 ng/ml范围内,建立了由7个点组成的线性校准曲线。准确度为89.82 ~ 91.69%,%CV < 6%。采用所设计的方法,对10 mg/kg剂量的lenolisb在口服液中的药代动力学进行了进一步研究。结论该方法适用于血浆样品中lenolisb的常规分析,为进一步开展该药物的生物利用度和生物等效性研究提供了依据。
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引用次数: 0
Enhancing the students’ perception of machine learning methods-based drug formulation using R_programming educational protocols 利用R_programming教学协议,增强学生对基于机器学习方法的药物配方的认知
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-08-01 DOI: 10.1186/s43094-025-00856-w
Rania M. Hathout, Shaimaa S. Ibrahim

Background

Recently, the need for artificial intelligence (AI) and machine learning (ML) methods in drug development and research is gaining high concern and more grounds. Moreover, providing pharmaceutical and related schools with non-commercial, free-to-use programming languages, software and tools is becoming an unavoidable need. The R programming language can be easily used, through the correct and simplified codes and packages, in conducting unsupervised ML methods, such as principal component analysis (PCA) and hierarchical clustering analysis (HCA), after calculating relevant descriptors of drugs and molecules.

Objective

The objective of this study was to assess the enhancement of non-computer sciences-based students’ perception of the use of machine learning methods such as PCA and HCA using R-programming in drug formulation.

Results

Undergraduate students were taught to use R program to derive PCA distinguishable plots such as score, loading and scree, in addition to HCA dendrograms, in the context of developing new pharmaceutical formulations. Surveys conducted pre- and post-teaching the course proved that implementation of such ML methods can help in better understanding and exploring the data, in order to derive meaningful conclusions, and make informed decisions that help develop pharmaceutical formulations of premium quality, with minimal resources consumption.

Conclusion

We hereby report the easy use of R-programming in applications and activities that introduce undergraduate Pharmaceutical Engineering and Biotechnology students to ML methods. Student surveys showed better student satisfaction and understanding of AI applications in solving pharmaceutical problems. We claim that these students and early_career researchers, who are non-specialists in computer science, can utilize R-programming to perform important pharmaceutical applications through the step-by-step guide and codes provided in this article.

Graphical Abstract

近年来,在药物开发和研究中对人工智能(AI)和机器学习(ML)方法的需求越来越受到高度关注和越来越多的理由。此外,为制药和相关学校提供非商业的、免费使用的编程语言、软件和工具正成为一种不可避免的需求。通过正确和简化的代码和包,R编程语言可以很容易地在计算药物和分子的相关描述符后进行无监督的ML方法,如主成分分析(PCA)和层次聚类分析(HCA)。本研究的目的是评估非计算机科学专业学生在药物配方中使用机器学习方法(如PCA和HCA)的感知增强。结果在开发新药配方的过程中,培养了本科生使用R程序推导出评分、加载和筛选等PCA可分辨图以及HCA树形图的能力。在教学前和教学后进行的调查证明,实施这种ML方法可以帮助更好地理解和探索数据,从而得出有意义的结论,并做出明智的决策,帮助以最小的资源消耗开发高质量的药物配方。我们在此报告了r编程在向制药工程和生物技术本科生介绍ML方法的应用和活动中的易用性。学生调查显示,学生对人工智能应用于解决制药问题的满意度和理解有所提高。我们声称这些学生和早期职业研究人员,他们不是计算机科学方面的专家,可以通过本文提供的逐步指南和代码利用r编程来执行重要的制药应用程序。图形抽象
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引用次数: 0
Accelerated wound healing efficacy of hyaluronic acid-coated silver nanoparticles loaded with vancomycin: preparation, in vitro characterization, optimization, and in vivo assessments 携带万古霉素的透明质酸包被银纳米粒子加速伤口愈合的效果:制备、体外表征、优化和体内评估
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-07-31 DOI: 10.1186/s43094-025-00851-1
Esraa Taha, Samia A. Nour, Marwa S. Khattab, Aya M. Yassin, Naglaa A. AbdElkader, Mai M. El Taweel

Background

Skin integrity is crucial for human body normal physiological homeostasis. Skin wound management is critical to prevent progressive infection, scarring, and many other problems that could develop if wounds are not optimally treated. In this work, hyaluronic acid-coated silver nanoparticles loaded with vancomycin were evaluated as a potent comprehensive system to cure and inhibit infections of skin wounds.

Results

In vitro testing of the prepared silver nanoparticles was carried out, assaying its particle size, polydispersity index, zeta potential, and UV absorbance. Silver nanoparticles were optimized by applying two-factor three-level full factorial design utilizing Design-Expert® software. The optimum system showed particle size 399.71 nm ± 8.4, − 60.31 mV ± 4.6 for zeta potential, and 3.74 silver UV absorbance. In vivo study on surgically induced wounds in dogs manifested that the optimum drug-loaded system significantly boosted the wound healing process compared to plain system, drug solution, or control group providing rapid and complete skin regeneration. This was evidenced by clinical observations which showed significantly higher percent wound contraction and complete epithelization. Also, histopathological examinations revealed organized collagen deposition in well-formed granulation tissue in the optimum drug-loaded system. Biochemical, and gene expression analysis showed significant up-regulation of growth factor-related markers namely; VEGF and TGF-ß, and immune-related markers specifically; CCR4 and CD4 + .

Conclusions

Thus, hyaluronic acid-coated silver nanoparticles loaded with vancomycin offer a very auspicious system for skin wound healing purposes.

Graphical abstract

背景皮肤完整性对人体正常生理稳态至关重要。皮肤伤口管理是防止进行性感染、疤痕和许多其他问题的关键,如果伤口没有得到最佳治疗,可能会发展。在这项工作中,透明质酸包被的银纳米颗粒负载万古霉素被评估为一种有效的综合系统来治愈和抑制皮肤伤口感染。结果对制备的银纳米粒子进行了体外测试,测定了其粒径、多分散性指数、zeta电位和紫外吸光度。利用design - expert®软件,采用二因子三水平全因子设计对银纳米颗粒进行优化。最佳体系粒径为399.71 nm±8.4,zeta电位为- 60.31 mV±4.6,银紫外吸光度为3.74。对狗外科伤口的体内研究表明,与普通系统、药物溶液或对照组相比,最佳药物负载系统显著促进了伤口愈合过程,提供了快速和完全的皮肤再生。临床观察表明,伤口收缩和完整上皮的比例显著提高。此外,组织病理学检查显示,在最佳的药物负载系统中,在形成良好的肉芽组织中有组织的胶原沉积。生化和基因表达分析显示,生长因子相关标记显著上调,即;VEGF和TGF-ß,以及免疫相关标志物;CCR4和CD4 +。结论透明质酸包被万古霉素负载的银纳米粒子是一种非常理想的皮肤创面修复系统。图形抽象
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引用次数: 0
Investigating thrombocytopenia in Meropenem-treated patients: a cross-sectional observational study 调查美罗培宁治疗患者的血小板减少症:一项横断面观察研究
IF 3 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-07-31 DOI: 10.1186/s43094-025-00858-8
Ahmed E. Altyar, Sairah Hafeez Kamran, Hira Batool, Zikria Saleem, Noor Shahid

Meropenem is frequently employed empirically to treat both single and polymicrobial infections. In clinical practice, meropenem injections have been shown to induce thrombocytopenia. The main aim of this study was to examine the incidence of thrombocytopenia following administration of a standardized dose of meropenem. This cross-sectional observational study was conducted at a tertiary care hospital from January 1, 2022, to July 15, 2022. This study included 210 patients admitted to intensive care unit. The patient received a typical dose of meropenem depending on age (300–2000 mg) and had no prior medical history of blood dyscrasias. Thrombocytopenia was observed in 59.5% of subjects who were administered a standard dose of meropenem. Absolute thrombocytopenia was noted in 24.7% of the patients, whereas relative thrombocytopenia was detected in 34.8%. Additionally, 41.5% of the participating patients exhibited no alteration in platelet count. Statistical analysis revealed no significant association between sex and meropenem-associated thrombocytopenia (P = 0.522). Meropenem-induced thrombocytopenia didn’t correlate with age in patients undergoing combination therapy (P = 0.586) or monotherapy (p = 0.615). A significant correlation (p < 0.05) was observed between the dosage (300 mg–3 g) and duration of medication use and thrombocytopenia. The odds ratio indicated an elevated probability of patient fatalities in the single therapy group. This study suggests that thrombocytopenia may arise during meropenem treatment, suggesting that it is a potential adverse effect for physicians and pharmacists to consider during therapy.

根据经验,美罗培南经常用于治疗单一和多微生物感染。在临床实践中,美罗培南注射剂已被证明可诱导血小板减少症。本研究的主要目的是检查使用标准剂量美罗培南后血小板减少症的发生率。本横断面观察性研究于2022年1月1日至2022年7月15日在一家三级保健医院进行。本研究纳入210例重症监护病房患者。患者根据年龄给予典型剂量的美罗培南(300 - 2000mg),既往无血液异常病史。在给予标准剂量美罗培南的受试者中,有59.5%的人观察到血小板减少。24.7%的患者出现绝对血小板减少,34.8%的患者出现相对血小板减少。此外,41.5%的患者血小板计数没有变化。统计学分析显示性别与美罗培尼相关的血小板减少症无显著相关性(P = 0.522)。美罗培尼所致的血小板减少症在接受联合治疗(P = 0.586)或单一治疗(P = 0.615)的患者中与年龄无关。剂量(300 mg - 3g)与用药时间与血小板减少呈显著相关(p < 0.05)。优势比表明,单一治疗组患者死亡的概率较高。本研究提示,在美罗培南治疗期间可能出现血小板减少,这是医生和药剂师在治疗过程中需要考虑的潜在不良反应。
{"title":"Investigating thrombocytopenia in Meropenem-treated patients: a cross-sectional observational study","authors":"Ahmed E. Altyar,&nbsp;Sairah Hafeez Kamran,&nbsp;Hira Batool,&nbsp;Zikria Saleem,&nbsp;Noor Shahid","doi":"10.1186/s43094-025-00858-8","DOIUrl":"10.1186/s43094-025-00858-8","url":null,"abstract":"<div><p>Meropenem is frequently employed empirically to treat both single and polymicrobial infections. In clinical practice, meropenem injections have been shown to induce thrombocytopenia. The main aim of this study was to examine the incidence of thrombocytopenia following administration of a standardized dose of meropenem. This cross-sectional observational study was conducted at a tertiary care hospital from January 1, 2022, to July 15, 2022. This study included 210 patients admitted to intensive care unit. The patient received a typical dose of meropenem depending on age (300–2000 mg) and had no prior medical history of blood dyscrasias. Thrombocytopenia was observed in 59.5% of subjects who were administered a standard dose of meropenem. Absolute thrombocytopenia was noted in 24.7% of the patients, whereas relative thrombocytopenia was detected in 34.8%. Additionally, 41.5% of the participating patients exhibited no alteration in platelet count. Statistical analysis revealed no significant association between sex and meropenem-associated thrombocytopenia (<i>P</i> = 0.522). Meropenem-induced thrombocytopenia didn’t correlate with age in patients undergoing combination therapy (<i>P</i> = 0.586) or monotherapy (<i>p</i> = 0.615). A significant correlation (<i>p</i> &lt; 0.05) was observed between the dosage (300 mg–3 g) and duration of medication use and thrombocytopenia. The odds ratio indicated an elevated probability of patient fatalities in the single therapy group. This study suggests that thrombocytopenia may arise during meropenem treatment, suggesting that it is a potential adverse effect for physicians and pharmacists to consider during therapy.</p></div>","PeriodicalId":577,"journal":{"name":"Future Journal of Pharmaceutical Sciences","volume":"11 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fjps.springeropen.com/counter/pdf/10.1186/s43094-025-00858-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145171034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Future Journal of Pharmaceutical Sciences
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