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Clinical evaluation of liposome-based gel formulation containing glycolic acid for the treatment of photodamaged skin. 含乙醇酸脂质体凝胶制剂治疗光损伤皮肤的临床评价。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-01-12 DOI: 10.1080/1061186X.2023.2288998
Eskandar Moghimipour, Ali Gorji, Reza Yaghoobi, Anayatollah Salimi, Mahmoud Latifi, Maryam Aghakouchakzadeh, Somayeh Handali

Background: Long contact of UV causes skin damage. Glycolic acid (GA) as an alpha hydroxy acid is used to treat photodamaged skin. However, GA leads to side effects including; burning, erythema and peeling.Purpose: The aim of this study was to develop a controlled delivery systems loading GA in order to increasing its efficacy and lowering its side effects.Methods: Liposomes were evaluated for encapsulation efficiency, size and morphology. Optimized formulation was dispersed in HPMC gel bases and drug release kinetics were also studied. Clinical efficacy and safety of GA-loaded liposomal gel and GA gel formulation were evaluated in patients with photodamaged skin.Results: The EE% and average particle size of liposomes were 64 ±2.1 % and 317±3.6 nm, respectively. SEM image showed that liposomes were spherical in shape. In vitro release kinetics of GA from both formulations followed Weibull model. Clinical evaluation revealed that GA-loaded liposomal gel was more effective than GA gel formulation. Treatment with GA-loaded liposomal gel resulted in a statistically significant reduction in the scores of hyperpigmentation, fine wrinkling and lentigines. Moreover, liposomal gel formulation was able to minimize side effects of GA.Conclusion: According to the obtained results, the liposome-based gel formulation can be used as potential drug delivery system to enhance permeation of GA through skin layers and also reduce its side effects.

长时间接触紫外线会造成皮肤损伤。乙醇酸(GA)是一种α羟基酸,用于治疗光损伤皮肤。然而,GA会导致副作用,包括;灼烧、红斑、脱皮。本研究的目的是开发一种装载GA的可控给药系统,以提高其疗效和降低其副作用。评价脂质体的包封效率、大小和形态。优化后的制剂在HPMC凝胶中分散,并对其释放动力学进行了研究。评价GA脂质体凝胶和GA凝胶制剂在光损伤皮肤患者中的临床疗效和安全性。脂质体的EE%为64±2.1%,平均粒径为317±3.6 nm。扫描电镜显示脂质体呈球形。两种制剂的GA体外释放动力学均符合Weibull模型。临床评价表明,负载GA脂质体凝胶比GA凝胶制剂更有效。用含ga的脂质体凝胶治疗可显著降低色素沉着、细皱纹和小痣的评分。此外,脂质体凝胶制剂能够减少GA的副作用。根据所得结果,脂质体凝胶制剂可以作为潜在的给药系统,增强GA通过皮肤层的渗透,并减少其副作用。
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引用次数: 0
A cisplatin and disulphiram co-loaded inclusion complex overcomes drug resistance by inhibiting cancer cell stemness in non-small cell lung cancer. 顺铂和双硫仑共负载包合物通过抑制非小细胞肺癌的癌细胞干性克服了耐药性。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-01 DOI: 10.1080/1061186X.2023.2298844
Wenhui Ye, Huaiyou Lv, Qinxiu Zhang, Jianxiong Zhao, Xin Zhao, Guozhi Zhao, Chongzheng Yan, Fengqin Sun, Zhongxi Zhao, Xiumei Jia

Introduction: Non-small cell lung cancer (NSCLC) accounting for about 80-85% of all lung cancer cases is one of the fastest-growing malignancies in terms of incidence and mortality worldwide and is commonly treated with cisplatin (DDP). Although treatment may initially be effective, the DDP therapy often leads to the development of chemoresistance and treatment failure. Disulphiram (DSF), an old alcohol-aversion drug, has been revealed to help reverse drug resistance in several cancers. In addition, several studies have shown a close relationship between drug resistance and cancer cell stemness.Methods: In this study, DDP and DSF were embedded in hydroxypropyl-β-cyclodextrin (CD) to prepare a co-loaded inclusion complex of DDP and DSF (DDP-DSF/CD) with enhanced solubility and therapeutic effects. The effects and mechanism of DSF on the DDP resistance from the perspective of cancer cell stemness were determined.Results: Our data show that DDP-DSF/CD increased cytotoxicity and apoptosis of DDP-resistant A549 (A549/DDP) cells, inhibited stem cell transcriptional regulatory genes and drug resistance-associated proteins and reversed the DDP resistance in vitro and in vivo.Discussion: Overall, DDP-DSF/CD could be a promising formulation for the reversal of DDP resistance in NSCLC by inhibiting cancer cell stemness.

非小细胞肺癌(NSCLC)约占肺癌病例总数的 80-85%,是全球发病率和死亡率增长最快的恶性肿瘤之一,通常采用顺铂(DDP)治疗。虽然最初的治疗可能有效,但 DDP 疗法往往会导致化疗耐药性的产生和治疗失败。双硫仑(Disulfiram,DSF)是一种古老的戒酒药物,已被证实有助于逆转多种癌症的耐药性。此外,多项研究表明,耐药性与癌细胞干性之间存在密切关系。本研究将 DDP 和 DSF 包埋在羟丙基-β-环糊精(CD)中,制备出 DDP 和 DSF 的共负载包合物(DDP-DSF/CD),提高了其溶解性和治疗效果。我们从癌细胞干性的角度研究了DSF对DDP耐药性的影响和机制。我们的数据显示,DDP-DSF/CD 增加了对 DDP 耐药的 A549(A549/DDP)细胞的细胞毒性和凋亡,抑制了干细胞转录调控基因和耐药相关蛋白,并逆转了体外和体内的 DDP 耐药性。总之,DDP-DSF/CD 可通过抑制癌细胞干性来逆转 NSCLC 对 DDP 的耐药性,是一种很有前景的制剂。
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引用次数: 0
Advances in herbal polysaccharides-based nano-drug delivery systems for cancer immunotherapy. 基于草药多糖的癌症免疫疗法纳米给药系统的研究进展。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-01 DOI: 10.1080/1061186X.2024.2309661
Miao-Miao Han, Yi-Kai Fan, Yun Zhang, Zheng-Qi Dong

The boom in cancer immunotherapy has provided many patients with a better chance of survival, but opportunities often come with challenges. Single immunotherapy is not good enough to eradicate tumours, and often fails to achieve the desired therapeutic effect because of the low targeting of immunotherapy drugs, and causes more side effects. As a solution to this problem, researchers have developed several nano Drug Delivery Systems (NDDS) to deliver immunotherapeutic agents to achieve good therapeutic outcomes. However, traditional drug delivery systems (DDS) have disadvantages such as poor bioavailability, high cytotoxicity, and difficulty in synthesis, etc. Herbal Polysaccharides (HPS), derived from natural Chinese herbs, inherently possess low toxicity. Furthermore, the biocompatibility, biodegradability, hydrophilicity, ease of modification, and immunomodulatory activities of HPS offer unique advantages in substituting traditional DDS. This review initially addresses the current developments and challenges in immunotherapy. Subsequently, it focuses on the immunomodulatory mechanisms of HPS and their design as nanomedicines for targeted drug delivery in tumour immunotherapy. Our findings reveal that HPS-based nanomedicines exhibit significant potential in enhancing the efficacy of cancer immunotherapy, providing crucial theoretical foundations and practical guidelines for future clinical applications.

癌症免疫疗法的蓬勃发展为许多患者提供了更好的生存机会,但机遇往往伴随着挑战。单一的免疫疗法并不能很好地根除肿瘤,而且由于免疫疗法药物的靶向性低,往往达不到预期的治疗效果,还会引起更多的副作用。为解决这一问题,研究人员开发了多种纳米给药系统(NDDS)来递送免疫治疗药物,以达到良好的治疗效果。然而,传统的给药系统(DDS)存在生物利用度低、细胞毒性大、合成困难等缺点。中草药多糖(HPS)源自天然中草药,本身具有低毒性。此外,HPS 还具有生物相容性、生物降解性、亲水性、易修饰性和免疫调节活性,在替代传统 DDS 方面具有独特的优势。本综述首先探讨了免疫疗法目前的发展和挑战。随后,重点介绍了 HPS 的免疫调节机制以及将其设计为纳米药物用于肿瘤免疫疗法中的靶向给药。我们的研究结果表明,基于 HPS 的纳米药物在提高癌症免疫疗法疗效方面具有巨大潜力,为未来的临床应用提供了重要的理论基础和实践指南。
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引用次数: 0
microRNAs: critical targets for treating rheumatoid arthritis angiogenesis. MicroRNAs:治疗类风湿关节炎血管生成的关键靶点。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-01-12 DOI: 10.1080/1061186X.2023.2284097
Lingyun Zhao, Qingze Wu, Yiying Long, Qirui Qu, Fang Qi, Li Liu, Liang Zhang, Kun Ai

Vascular neogenesis, an early event in the development of rheumatoid arthritis (RA) inflammation, is critical for the formation of synovial vascular networks and plays a key role in the progression and persistence of chronic RA inflammation. microRNAs (miRNAs), a class of single-stranded, non-coding RNAs with approximately 21-23 nucleotides in length, regulate gene expression by binding to the 3' untranslated region (3'-UTR) of specific mRNAs. Increasing evidence suggests that miRNAs are differently expressed in diseases associated with vascular neogenesis and play a crucial role in disease-related vascular neogenesis. However, current studies are not sufficient and further experimental studies are needed to validate and establish the relationship between miRNAs and diseases associated with vascular neogenesis, and to determine the specific role of miRNAs in vascular development pathways. To better treat vascular neogenesis in diseases such as RA, we need additional studies on the role of miRNAs and their target genes in vascular development, and to provide more strategic references. In addition, future studies can use modern biotechnological methods such as proteomics and transcriptomics to investigate the expression and regulatory mechanisms of miRNAs, providing a more comprehensive and in-depth research basis for the treatment of related diseases such as RA.

血管新生是RA炎症发展的早期事件,对于滑膜血管网络的形成至关重要,在慢性RA炎症的进展和持续中起着关键作用。MicroRNAs (miRNAs)是一类长度约为21-23个核苷酸的单链非编码rna,通过与特定mrna的3'非翻译区(3'-UTR)结合来调节基因表达。越来越多的证据表明,mirna在与血管新生相关的疾病中表达不同,并在疾病相关的血管新生中发挥关键作用。然而,目前的研究还不充分,需要进一步的实验研究来验证和建立miRNAs与血管新生相关疾病之间的关系,并确定miRNAs在血管发育途径中的具体作用。为了更好地治疗RA等疾病的血管新生,我们需要进一步研究miRNAs及其靶基因在血管发育中的作用,并提供更多的战略参考。此外,未来的研究可以利用蛋白质组学、转录组学等现代生物技术手段研究mirna的表达和调控机制,为类风湿关节炎等相关疾病的治疗提供更全面、更深入的研究基础。
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引用次数: 0
Development of mRNA nano-vaccines for COVID-19 prevention and its biochemical interactions with various disease conditions and age groups. 新型冠状病毒肺炎mRNA纳米疫苗的研制及其与不同疾病和年龄群体的生化相互作用
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-01-12 DOI: 10.1080/1061186X.2023.2288996
Mirza Muhammad Faran Ashraf Baig, Lok Yin Wong, Hongkai Wu

This review has focused on the development of mRNA nano-vaccine and the biochemical interactions of anti-COVID-19 mRNA vaccines with various disease conditions and age groups. It studied five major groups of individuals with different disease conditions and ages, including allergic background, infarction background, adolescent, and adult (youngsters), pregnant women, and elderly. All five groups had been reported to have background-related adverse effects. Allergic background individuals were observed to have higher chances of experiencing allergic reactions and even anaphylaxis. Individuals with an infarction background had a higher risk of vaccine-induced diseases, e.g. pneumonitis and interstitial lung diseases. Pregnant women were seen to suffer from obstetric and gynecological adverse effects after receiving vaccinations. However, interestingly, the elderly individuals (> 65 years old) had experienced milder and less frequent adverse effects compared to the adolescent (<19 and >9 years old) and young adulthood (19-39 years old), or middle adulthood (40-59 years old) age groups, while middle to late adolescent (14-17 years old) was the riskiest age group to vaccine-induced cardiovascular manifestations.

本文综述了mRNA纳米疫苗的研究进展以及抗covid -19 mRNA疫苗与不同疾病状况和年龄组的生化相互作用。它研究了五组不同疾病状况和年龄的个体,包括过敏背景、梗死背景、青少年和成人(年轻人)、孕妇和老年人。据报道,所有五组患者都有与背景相关的不良反应。观察到有过敏背景的个体有更高的机会经历过敏反应甚至过敏反应。有梗塞背景的个体患疫苗引起的疾病(如肺炎和间质性肺疾病)的风险更高。孕妇在接种疫苗后出现了产科和妇科不良反应。然而,有趣的是,与青少年(9岁)、青年(19-39岁)或中年(40-59岁)年龄组相比,老年人(> 65岁)经历的不良反应较轻,发生率较低,而青少年中晚期(14-17岁)是疫苗引起心血管症状的最危险年龄组。
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引用次数: 0
Insight into modulators of sphingosine-1-phosphate receptor and implications for cardiovascular therapeutics. 洞察1-磷酸卵磷脂受体的调制剂及其对心血管治疗的影响。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-06 DOI: 10.1080/1061186X.2024.2309577
Yu-Xin Xie, Hui Yao, Jin-Fu Peng, Dan Ni, Wan-Ting Liu, Chao-Quan Li, Guang-Hui Yi

Cardiovascular disease is the leading cause of death worldwide, and it's of great importance to understand its underlying mechanisms and find new treatments. Sphingosine 1-phosphate (S1P) is an active lipid that exerts its effects through S1P receptors on the cell surface or intracellular signal, and regulates many cellular processes such as cell growth, cell proliferation, cell migration, cell survival, and so on. S1PR modulators are a class of modulators that can interact with S1PR subtypes to activate receptors or block their activity, exerting either agonist or functional antagonist effects. Many studies have shown that S1P plays a protective role in the cardiovascular system and regulates cardiac physiological functions mainly through interaction with cell surface S1P receptors (S1PRs). Therefore, S1PR modulators may play a therapeutic role in cardiovascular diseases. Here, we review five S1PRs and their functions and the progress of S1PR modulators. In addition, we focus on the effects of S1PR modulators on atherosclerosis, myocardial infarction, myocardial ischaemia/reperfusion injury, diabetic cardiovascular diseases, and myocarditis, which may provide valuable insights into potential therapeutic strategies for cardiovascular disease.

心血管疾病是导致全球死亡的主要原因,了解其潜在机制并找到新的治疗方法具有重要意义。1 号磷酸肾上腺素(S1P)是一种活性脂质,通过细胞表面的 S1P 受体或细胞内信号发挥效应,调节细胞生长、细胞增殖、细胞迁移、细胞存活等多种细胞过程。S1PR 调节剂是一类可与 S1PR 亚型相互作用激活受体或阻断其活性的调节剂,可发挥激动或功能性拮抗作用。许多研究表明,S1P 主要通过与细胞表面的 S1P 受体(S1PRs)相互作用,在心血管系统中发挥保护作用,并调节心脏的生理功能。因此,S1PR 调节剂可能对心血管疾病起到治疗作用。在此,我们回顾了五种 S1PRs 及其功能以及 S1PR 调节剂的研究进展。此外,我们还重点研究了 S1PR 调节剂对动脉粥样硬化、心肌梗塞、心肌缺血/再灌注损伤、糖尿病心血管疾病和心肌炎的影响,这可能会为心血管疾病的潜在治疗策略提供有价值的见解。
{"title":"Insight into modulators of sphingosine-1-phosphate receptor and implications for cardiovascular therapeutics.","authors":"Yu-Xin Xie, Hui Yao, Jin-Fu Peng, Dan Ni, Wan-Ting Liu, Chao-Quan Li, Guang-Hui Yi","doi":"10.1080/1061186X.2024.2309577","DOIUrl":"10.1080/1061186X.2024.2309577","url":null,"abstract":"<p><p>Cardiovascular disease is the leading cause of death worldwide, and it's of great importance to understand its underlying mechanisms and find new treatments. Sphingosine 1-phosphate (S1P) is an active lipid that exerts its effects through S1P receptors on the cell surface or intracellular signal, and regulates many cellular processes such as cell growth, cell proliferation, cell migration, cell survival, and so on. S1PR modulators are a class of modulators that can interact with S1PR subtypes to activate receptors or block their activity, exerting either agonist or functional antagonist effects. Many studies have shown that S1P plays a protective role in the cardiovascular system and regulates cardiac physiological functions mainly through interaction with cell surface S1P receptors (S1PRs). Therefore, S1PR modulators may play a therapeutic role in cardiovascular diseases. Here, we review five S1PRs and their functions and the progress of S1PR modulators. In addition, we focus on the effects of S1PR modulators on atherosclerosis, myocardial infarction, myocardial ischaemia/reperfusion injury, diabetic cardiovascular diseases, and myocarditis, which may provide valuable insights into potential therapeutic strategies for cardiovascular disease.</p>","PeriodicalId":15573,"journal":{"name":"Journal of Drug Targeting","volume":null,"pages":null},"PeriodicalIF":4.5,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139545674","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
Elements in trace amount with a significant role in human physiology: a tumor pathophysiological and diagnostic aspects. 在人体生理中起重要作用的微量元素:肿瘤病理生理学和诊断学方面。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-01 DOI: 10.1080/1061186X.2024.2309572
Manish Dwivedi, Divya Jindal, Sandra Jose, Saba Hasan, Pradeep Nayak

Cancer has a devastating impact globally regardless of gender, age, and community, which continues its severity to the population due to the lack of efficient strategy for the cancer diagnosis and treatment. According to the World Health Organisation report, one out of six people dies due to this deadly cancer and we need effective strategies to regulate it. In this context, trace element has a very hidden and unexplored role and require more attention from investigators. The variation in concentration of trace elements was observed during comparative studies on a cancer patient and a healthy person making them an effective target for cancer regulation. The percentage of trace elements present in the human body depends on environmental exposure, food habits, and habitats and could be instrumental in the early diagnosis of cancer. In this review, we have conducted inclusive analytics on trace elements associated with the various types of cancers and explored the several methods involved in their analysis. Further, intricacies in the correlation of trace elements with prominent cancers like prostate cancer, breast cancer, and leukaemia are represented in this review. This comprehensive information on trace elements proposes their role during cancer and as biomarkers in cancer diagnosis.

癌症不分性别、年龄和社区,在全球范围内都具有破坏性影响,由于缺乏有效的癌症诊断和治疗策略,癌症对人们的严重影响仍在继续。根据世界卫生组织的报告,每六个人中就有一人死于这种致命的癌症,因此我们需要有效的策略来控制癌症。在这种情况下,微量元素的作用非常隐蔽,尚未被探索,需要研究人员给予更多关注。在对癌症患者和健康人的对比研究中,我们观察到了微量元素浓度的变化,这使得微量元素成为调节癌症的有效目标。人体内微量元素的比例取决于环境接触、饮食习惯和居住地,这可能有助于癌症的早期诊断。在这篇综述中,我们对与各类癌症相关的微量元素进行了全面分析,并探讨了分析中涉及的几种方法。此外,本综述还介绍了微量元素与前列腺癌、乳腺癌和白血病等主要癌症之间错综复杂的相关性。这些有关微量元素的综合信息提出了它们在癌症发生过程中的作用以及在癌症诊断中作为生物标记物的作用。
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引用次数: 0
The combined treatment of gold nanoparticles associated with photobiomodulation accelerate the healing of dermonecrotic lesion. 金纳米粒子与光生物调节的联合治疗可加速皮损的愈合。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-01 DOI: 10.1080/1061186X.2023.2298848
Daysiane de Oliveira, Gabriel Paulino Luiz, Rahisa Scussel, Mirian Ivens Fagundes, Nathália Coral Galvani, Jessica da Silva Abel, Rubya Pereira Zaccaron, Gustavo de Bem Silveira, Thiago Antônio Moretti de Andrade, Paulo Cesar Lock Silveira, Ricardo Andrez Machado-de-Ávila

Introduction: The search for fast and efficient treatment for dermonecrotic lesions caused by the venom of the spider from the Loxosceles simillis, is a demand in health. Prednisolone is one of the most used drugs, however it has side effects. In this context, addictionally gold nanoparticles (GNPs) have anti-inflammatory, antioxidant, and antibacterial properties. The use of photobiomodulation has show to be efficient in the process of tissue repair. Therefore, the purpose of this study was to investigate the anti-inflammatory effect of photobiomodulation and GNPs associated or not with a low concentration of prednisolone in animal models of dermonecrotic lesion.Methodology: For this, rabbits with venon-induced dermonecrotic lesion were subjected to topical treatment with prednisolone + laser or GNPs + laser or Pred-GNPs + laser. The area of edema, necrosis and erythema were measured. On the last day of treatment, the animals were euthanized to remove the organs for histopathological and biochemical analysis.Results: All treatments combinations were effective in promoting the reduction of necrotic tissue and erythema.Conclusion: With this results, we suggest that the use of laser and nanoparticles, associated or not with prednisolone, should be considered for the treatment of dermonecrotic injury.

简介寻找快速有效的治疗方法来治疗由蛛网膜蛛毒液引起的皮损,是健康领域的一项需求。泼尼松龙是最常用的药物之一,但它有副作用。在这种情况下,成瘾性金纳米粒子(GNPs)具有抗炎、抗氧化和抗菌特性。在组织修复过程中,光生物调节的使用已被证明是有效的。因此,本研究旨在探讨光生物调制和 GNPs 与低浓度泼尼松龙是否相关的抗炎效果:方法:对静脉诱导的兔皮损进行泼尼松龙+激光或GNPs+激光或Pred-GNPs+激光局部治疗。测量水肿、坏死和红斑的面积。在治疗的最后一天,动物被安乐死,取出器官进行组织病理学和生化分析:结果:所有治疗组合都能有效促进坏死组织和红斑的减少:根据这一结果,我们建议应考虑使用激光和纳米粒子(无论是否与强的松龙联合使用)来治疗皮损。
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引用次数: 0
Pharmaceutical cocrystals: a rising star in drug delivery applications. 药用共晶体:药物输送应用领域的后起之秀。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-01 DOI: 10.1080/1061186X.2023.2300690
Prabhakar Panzade, Anita Wagh, Pratiksha Harale, Sumeet Bhilwade

Pharmaceutical cocrystals, owing to their manifold applications, are acting as bridge between drug discovery and pharmaceutical product development. The ability to scale up pharmaceutical cocrystals through continuous manufacturing approaches offers superior and economic pharmaceutical products. Moreover, cocrystals can be an aid for the nanoparticulate systems to solve the issues related to scale-up and cost. Cocrystals grabbed attention of academic researchers and pharmaceutical scientist due to their potential to target various diseases like cancer. The present review is mainly focussed on the diverse and comprehensive applications of pharmaceutical cocrystals in drug delivery including solubility and dissolution enhancement, improvement of bioavailability of drug, mechanical and flow properties of active pharmaceutical ingredients, controlled/sustained release and colour tuning of API. Besides, phytochemical based cocrystals, multi-drug cocrystals and cocrystals for tumour therapy have been discussed in this review. Additionally, recent progress pertinent to pharmaceutical cocrystals is also included, which may provide future directions to manufacturing and scale-up of cocrystals.

药用共晶体具有多种用途,是药物发现和医药产品开发之间的桥梁。通过连续生产方法放大药用椰壳晶体的能力可提供优质、经济的医药产品。此外,茧晶还可作为纳米颗粒系统的辅助材料,以解决与放大和成本相关的问题。共晶体因其针对癌症等各种疾病的潜力而备受学术研究人员和制药科学家的关注。本综述主要关注药用茧晶在给药方面的多样化和全面应用,包括提高溶解度和溶解度、改善药物的生物利用度、活性药物成分的机械和流动特性、控制/持续释放以及原料药的颜色调节。此外,本综述还讨论了基于植物化学物质的共晶体、多种药物共晶体以及用于肿瘤治疗的共晶体。此外,本综述还介绍了与药用茧晶有关的最新进展,这些进展可为茧晶的制造和放大提供未来方向。
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引用次数: 0
Artificial intelligence for skin permeability prediction: deep learning. 用于皮肤渗透性预测的人工智能:深度学习。
IF 4.5 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2024-12-01 Epub Date: 2024-02-01 DOI: 10.1080/1061186X.2024.2309574
Kevin Ita, Sahba Roshanaei

Background and objective: Researchers have put in significant laboratory time and effort in measuring the permeability coefficient (Kp) of xenobiotics. To develop alternative approaches to this labour-intensive procedure, predictive models have been employed by scientists to describe the transport of xenobiotics across the skin. Most quantitative structure-permeability relationship (QSPR) models are derived statistically from experimental data. Recently, artificial intelligence-based computational drug delivery has attracted tremendous interest. Deep learning is an umbrella term for machine-learning algorithms consisting of deep neural networks (DNNs). Distinct network architectures, like convolutional neural networks (CNNs), feedforward neural networks (FNNs), and recurrent neural networks (RNNs), can be employed for prediction.

Methods: In this project, we used a convolutional neural network, feedforward neural network, and recurrent neural network to predict skin permeability coefficients from a publicly available database reported by Cheruvu et al. The dataset contains 476 records of 145 chemicals, xenobiotics, and pharmaceuticals, administered on the human epidermis in vitro from aqueous solutions of constant concentration either saturated in infinite dose quantities or diluted. All the computations were conducted with Python under Anaconda and Jupyterlab environment after importing the required Python, Keras, and Tensorflow modules.

Results: We used a convolutional neural network, feedforward neural network, and recurrent neural network to predict log kp.

Conclusion: This research work shows that deep learning networks can be successfully used to digitally screen and predict the skin permeability of xenobiotics.

背景和目的:研究人员花费了大量的实验室时间和精力来测量异种生物的渗透系数(Kp)。为了开发这种劳动密集型程序的替代方法,科学家们采用了预测模型来描述异种生物在皮肤上的迁移。大多数定量结构渗透关系(QSPR)模型都是根据实验数据统计得出的。最近,基于人工智能的计算药物输送技术引起了人们的极大兴趣。深度学习是由深度神经网络(DNN)组成的机器学习算法的总称。不同的网络架构,如卷积神经网络(CNN)、前馈神经网络(FNN)和递归神经网络(RNN),可用于预测:在本项目中,我们使用卷积神经网络、前馈神经网络和递归神经网络对 Cheruvu 等人[16]报告的公开数据库中的皮肤渗透系数进行预测。该数据集包含 145 种化学物质、异种生物和药物的 476 条记录,这些化学物质、异种生物和药物在体外通过恒定浓度的水溶液或无限剂量饱和溶液或稀释溶液作用于人体表皮。在导入所需的 Python、Keras 和 Tensorflow 模块后,所有计算均在 Anaconda 和 Jupyterlab 环境下使用 Python 进行:我们使用卷积神经网络、前馈神经网络和递归神经网络预测对数 kp:这项研究工作表明,深度学习网络可成功用于数字化筛选和预测异种生物的皮肤渗透性。
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引用次数: 0
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