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Nanoparticle-mediated synergistic anticancer effect of ferroptosis and photodynamic therapy: Novel insights and perspectives 纳米粒子介导的铁下垂和光动力治疗的协同抗癌作用:新的见解和观点
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-07-01 DOI: 10.1016/j.ajps.2023.100829
Haiying Wang, Chu Qiao, Qiutong Guan, Minjie Wei, Zhenhua Li

Current antitumor monotherapy has many limitations, highlighting the need for novel synergistic anticancer strategies. Ferroptosis is an iron-dependent form of nonapoptotic cell death that plays a pivotal regulatory role in tumorigenesis and treatment. Photodynamic therapy (PDT) causes irreversible chemical damage to target lesions and is widely used in antitumor therapy. However, PDT's effectiveness is usually hindered by several obstacles, such as hypoxia, excess glutathione (GSH), and tumor resistance. Ferroptosis improves the anticancer efficacy of PDT by increasing oxygen and reactive oxygen species (ROS) or reducing GSH levels, and PDT also enhances ferroptosis induction due to the ROS effect in the tumor microenvironment (TME). Strategies based on nanoparticles (NPs) can subtly exploit the potential synergy of ferroptosis and PDT. This review explores recent advances and current challenges in the landscape of the underlying mechanisms regulating ferroptosis and PDT, as well as nano delivery system-mediated synergistic anticancer activity. These include polymers, biomimetic materials, metal organic frameworks (MOFs), inorganics, and carrier-free NPs. Finally, we highlight future perspectives of this novel emerging paradigm in targeted cancer therapies.

目前的抗肿瘤单一疗法有许多局限性,突出了对新的协同抗癌策略的需求。脱铁症是一种非凋亡细胞死亡的铁依赖性形式,在肿瘤发生和治疗中起着关键的调节作用。光动力疗法(PDT)对靶病变造成不可逆的化学损伤,广泛应用于抗肿瘤治疗。然而,PDT的有效性通常受到几个障碍的阻碍,如缺氧、过量谷胱甘肽(GSH)和肿瘤耐药性。脱铁性贫血通过增加氧和活性氧(ROS)或降低GSH水平来提高PDT的抗癌功效,并且由于肿瘤微环境(TME)中的ROS效应,PDT还增强了脱铁性腹泻的诱导。基于纳米颗粒(NP)的策略可以巧妙地利用脱铁性贫血和PDT的潜在协同作用。这篇综述探讨了调节脱铁性贫血和PDT的潜在机制以及纳米递送系统介导的协同抗癌活性的最新进展和当前的挑战。其中包括聚合物、仿生材料、金属有机框架(MOFs)、无机物和无载体NP。最后,我们强调了这一新兴范式在癌症靶向治疗中的未来前景。
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引用次数: 3
Phytoestrogen-derived multifunctional ligands for targeted therapy of breast cancer 植物雌激素衍生的多功能配体靶向治疗乳腺癌
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-07-01 DOI: 10.1016/j.ajps.2023.100827
Ying Zhang , Hao Pan , Changxiang Yu , Rui Liu , Bin Xing , Bei Jia , Jiachen He , Xintao Jia , Xiaojiao Feng , Qingqing Zhang , Wenli Dang , Zheming Hu , Xiuping Deng , Pan Guo , Zhidong Liu , Weisan Pan

Nano-targeted delivery systems have been widely used for breast tumor drug delivery. Estrogen receptors are considered to be significant drug delivery target receptors due to their overexpression in a variety of tumor cells. However, targeted ligands have a significant impact on the safety and effectiveness of active delivery systems, limiting the clinical transformation of nanoparticles. Phytoestrogens have shown good biosafety characteristics and some affinity with the estrogen receptor. In the present study, molecular docking was used to select tanshinone IIA (Tan IIA) among phytoestrogens as a target ligand to be used in nanodelivery systems with some modifications. Modified Tan IIA (Tan-NH2) showed a good biosafety profile and demonstrated tumor-targeting, anti-tumor and anti-tumor metastasis effects. Moreover, the ligand was utilized with the anti-tumor drug Dox-loaded mesoporous silica nanoparticles via chemical modification to generate a nanocomposite Tan-Dox-MSN. Tan-Dox-MSN had a uniform particle size, good dispersibility and high drug loading capacity. Validation experiments in vivo and in vitro showed that it also had a better targeting ability, anti-tumor effect and lower toxicity in normal organs. These results supported the idea that phytoestrogens with high affinity for the estrogen receptor could improve the therapeutic efficacy of nano-targeted delivery systems in breast tumors.

纳米靶向递送系统已被广泛用于乳腺肿瘤药物递送。雌激素受体由于在多种肿瘤细胞中过表达而被认为是重要的药物递送靶受体。然而,靶向配体对活性递送系统的安全性和有效性有重大影响,限制了纳米颗粒的临床转化。植物雌激素显示出良好的生物安全特性,并与雌激素受体具有一定的亲和力。在本研究中,使用分子对接从植物雌激素中选择丹参酮IIA(Tan IIA)作为靶配体,用于纳米递送系统,并进行了一些修饰。修饰的Tan IIA(Tan-NH2)显示出良好的生物安全性,并显示出肿瘤靶向、抗肿瘤和抗肿瘤转移的效果。此外,通过化学修饰将配体与抗肿瘤药物Dox负载的介孔二氧化硅纳米颗粒结合,制备了纳米复合材料Tan-Dox-MSN。Tan-Dox MSN具有均匀的粒径、良好的分散性和高的载药能力。体内外验证实验表明,它还具有较好的靶向能力、抗肿瘤作用和对正常器官的低毒性。这些结果支持了这样一种观点,即对雌激素受体具有高亲和力的植物雌激素可以提高纳米靶向递送系统在乳腺肿瘤中的治疗效果。
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引用次数: 0
Dual pH and microbial-sensitive galactosylated polymeric nanocargoes for multi-level targeting to combat ulcerative colitis 双pH和微生物敏感半乳糖基化聚合物纳米cargo多层次靶向对抗溃疡性结肠炎
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-07-01 DOI: 10.1016/j.ajps.2023.100831
Mahira Zeeshan , Qurat Ul Ain , Benno Weigmann , Darren Story , Bryan R. Smith , Hussain Ali

Ulcerative colitis (UC) is a type of inflammatory bowel disease characterized by inflammation, ulcers and irritation of the mucosal lining. Oral drug delivery in UC encounters challenges because of multifaceted barriers. Dexamethasone-loaded galactosylated-PLGA/Eudragit S100/pullulan nanocargoes (Dexa-GP/ES/Pu NCs) have been developed with a dual stimuli-sensitive coating responsive to both colonic pH and microbiota, and an underneath galactosylated-PLGA core (GP). The galactose ligand of the GP preferentially binds to the macrophage galactose type-lectin-C (MGL-2) surface receptor. Therefore, both stimuli and ligand-mediated targeting facilitate nanocargoes to deliver Dexa specifically to the colon with enhanced macrophage uptake. Modified emulsion method coupled with a solvent evaporation coating technique was employed to prepare Dexa-GP/ES/Pu NCs. The nanocargoes were tested using in vitro, ex vivo techniques and dextran sodium sulfate (DSS) induced UC model. Prepared nanocargoes had desired physicochemical properties, drug release, cell uptake and cellular viability. Investigations using a DSS-colitis model showed high localization and mitigation of colitis with downregulation of NF-ĸB and COX-2, and restoration of clinical, histopathological, biochemical indices, antioxidant balance, microbial alterations, FTIR spectra, and epithelial junctions’ integrity. Thus, Dexa-GP/ES/Pu NCs found to be biocompatible nanocargoes capable of delivering drugs to the inflamed colon with unique targeting properties for prolonged duration.

溃疡性结肠炎(UC)是一种炎症性肠病,其特征是炎症、溃疡和粘膜衬里刺激。由于多方面的障碍,UC的口服药物递送面临挑战。地塞米松负载的半乳糖基化PLGA/Eudragit S100/普鲁兰纳米货物(Dexa-GP/ES/Pu NCs)已被开发出具有对结肠pH和微生物群都有反应的双重刺激敏感涂层和下层半乳糖基PLGA核心(GP)。GP的半乳糖配体优先结合巨噬细胞半乳糖凝集素-C(MGL-2)表面受体。因此,刺激和配体介导的靶向都有助于纳米货物将Dexa特异性递送到结肠,从而增强巨噬细胞的摄取。采用改进的乳液法结合溶剂蒸发涂布技术制备了Dexa-GP/ES/Pu纳米复合材料。使用体外、离体技术和右旋糖酐硫酸钠(DSS)诱导的UC模型对纳米货物进行了测试。制备的纳米货物具有所需的物理化学性质、药物释放、细胞摄取和细胞活力。使用DSS结肠炎模型进行的研究显示,通过下调NF-ĸB和COX-2,结肠炎得到了高度定位和缓解,并恢复了临床、组织病理学、生化指标、抗氧化平衡、微生物改变、FTIR光谱和上皮连接的完整性。因此,Dexa GP/ES/Pu NCs被发现是一种生物相容性纳米货物,能够以独特的靶向特性将药物长期输送到发炎的结肠。
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引用次数: 0
High drug loading hydrophobic cross-linked dextran microspheres as novel drug delivery systems for the treatment of osteoarthritis 高载药疏水性交联葡聚糖微球作为治疗骨关节炎的新型药物递送系统
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-07-01 DOI: 10.1016/j.ajps.2023.100830
Zhimin Li , Xianjing Feng , Shixing Luo , Yanfeng Ding , Zhi Zhang , Yifeng Shang , Doudou Lei , Jinhong Cai , Jinmin Zhao , Li Zheng , Ming Gao

Drug delivery via intra-articular (IA) injection has proved to be effective in osteoarthritis (OA) therapy, limited by the drug efficiency and short retention time of the drug delivery systems (DDSs). Herein, a series of modified cross-linked dextran (Sephadex, S0) was fabricated by respectively grafting with linear alkyl chains, branched alkyl chains or aromatic chain, and acted as DDSs after ibuprofen (Ibu) loading for OA therapy. This DDSs expressed sustained drug release, excellent anti-inflammatory and chondroprotective effects both in IL-1β induced chondrocytes and OA joints. Specifically, the introduction of a longer hydrophobic chain, particularly an aromatic chain, distinctly improved the hydrophobicity of S0, increased Ibu loading efficiency, and further led to significantly improving OA therapeutic effects. Therefore, hydrophobic microspheres with greatly improved drug loading ratio and prolonged degradation rates show great potential to act as DDSs for OA therapy.

通过关节内(IA)注射给药已被证明在骨关节炎(OA)治疗中是有效的,但受给药系统(DDS)的药物效率和短停留时间的限制。本文通过分别与直链烷基链、支链烷基链或芳香链接枝制备了一系列改性交联葡聚糖(Sephadex,S0),并在布洛芬(Ibu)负载后作为DDSs用于OA治疗。该DDS在IL-1β诱导的软骨细胞和OA关节中均表现出持续的药物释放、优异的抗炎和软骨保护作用。具体而言,引入较长的疏水链,特别是芳族链,显著提高了S0的疏水性,提高了Ibu负载效率,并进一步显著提高了OA的治疗效果。因此,疏水性微球具有显著提高的载药率和延长的降解率,显示出作为DDSs治疗OA的巨大潜力。
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引用次数: 0
pH-triggered dynamic erosive small molecule chlorambucil nano-prodrugs mediate robust oral chemotherapy pH触发的动态侵蚀性小分子苯甲氯胺纳米前药介导的强效口服化疗
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-07-01 DOI: 10.1016/j.ajps.2023.100832
Xin Liu , Zhexiang Wang , Xiaodie Ren, Xinyang Chen, Jinjin Tao, Yuanhui Guan, Xuefeng Yang, Rupei Tang, Guoqing Yan

Currently, the dynamic erosive small molecule nano-prodrug is of great demand for oral chemotherapy, owing to its precise structure, high drug loading and improved oral bioavailability via overcoming various physiologic barriers in gastrointestinal tract, blood circulation and tumor tissues compared to other oral nanomedicines. Herein, this work highlights the successful development of pH-triggered dynamic erosive small molecule nano-prodrugs based on in vivo significant pH changes, which are synthesized via amide reaction between chlorambucil and star-shaped ortho esters. The precise nano-prodrugs exhibit extraordinarily high drug loading (68.16%), electric neutrality, strong hydrophobicity, and dynamic large-to-small size transition from gastrointestinal pH to tumoral pH. These favorable physicochemical properties can effectively facilitate gastrointestinal absorption, blood circulation stability, tumor accumulation, cellular uptake, and cytotoxicity, therefore achieving high oral relative bioavailability (358.72%) and significant tumor growth inhibition while decreasing side effects. Thus, this work may open a new avenue for robust oral chemotherapy attractive for clinical translation.

目前,与其他口服纳米药物相比,动态侵蚀性小分子纳米前药具有结构精确、载药量高、通过克服胃肠道、血液循环和肿瘤组织中的各种生理障碍提高口服生物利用度等特点,对口服化疗有很大的需求。在此,这项工作强调了基于体内显著pH变化的pH触发的动态侵蚀性小分子纳米前药的成功开发,该药物是通过苯甲氯胺和星形邻酯之间的酰胺反应合成的。精确的纳米前药表现出极高的载药量(68.16%)、电中性、强疏水性以及从胃肠道pH到肿瘤pH的动态大小转变。这些有利的物理化学性质可以有效促进胃肠道吸收、血液循环稳定性、肿瘤积聚、细胞摄取和细胞毒性,因此实现了高的口服相对生物利用度(358.72%)和显著的肿瘤生长抑制,同时减少了副作用。因此,这项工作可能为强有力的口服化疗开辟一条新的途径,对临床翻译具有吸引力。
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引用次数: 0
Research progress and application of the CRISPR/Cas9 gene-editing technology based on hepatocellular carcinoma 基于肝细胞癌的CRISPR/Cas9基因编辑技术的研究进展及应用
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-07-01 DOI: 10.1016/j.ajps.2023.100828
Shijing Yu , Ruirui Zhao , Bingchen Zhang , Chunmei Lai , Linyan Li , Jiangwen Shen , Xiarong Tan , Jingwei Shao

Hepatocellular carcinoma (HCC) is now a common cause of cancer death, with no obvious change in patient survival over the past few years. Although the traditional therapeutic modalities for HCC patients mainly involved in surgery, chemotherapy, and radiotherapy, which have achieved admirable achievements, challenges are still existed, such as drug resistance and toxicity. The emerging gene therapy of clustered regularly interspaced short palindromic repeat/CRISPR-associated nuclease 9-based (CRISPR/Cas9), as an alternative to traditional treatment methods, has attracted considerable attention for eradicating resistant malignant tumors and regulating multiple crucial events of target gene-editing. Recently, advances in CRISPR/Cas9-based anti-drugs are presented at the intersection of science, such as chemistry, materials science, tumor biology, and genetics. In this review, the principle as well as statues of CRISPR/Cas9 technique were introduced first to show its feasibility. Additionally, the emphasis was placed on the applications of CRISPR/Cas9 technology in therapeutic HCC. Further, a broad overview of non-viral delivery systems for the CRISPR/Cas9-based anti-drugs in HCC treatment was summarized to delineate their design, action mechanisms, and anticancer applications. Finally, the limitations and prospects of current studies were also discussed, and we hope to provide comprehensively theoretical basis for the designing of anti-drugs.

肝细胞癌(HCC)目前是癌症死亡的常见原因,在过去几年中患者存活率没有明显变化。尽管HCC患者的传统治疗方式主要包括手术、化疗和放疗,取得了令人钦佩的成就,但仍存在耐药性和毒性等挑战。作为传统治疗方法的一种替代方法,基于簇状规则间隔短回文重复序列/CRISPR相关核酸酶9-基(CRISPR/Cas9)的新兴基因治疗在根除耐药恶性肿瘤和调节靶基因编辑的多个关键事件方面引起了相当大的关注。最近,基于CRISPR/Cas9的抗癌药物的进展出现在化学、材料科学、肿瘤生物学和遗传学等科学的交叉领域。本文首先介绍了CRISPR/Cas9技术的原理和现状,以表明其可行性。此外,重点介绍了CRISPR/Cas9技术在HCC治疗中的应用。此外,综述了用于HCC治疗的基于CRISPR/Cas9的抗药物的非病毒递送系统,以描述其设计、作用机制和抗癌应用。最后,对目前研究的局限性和前景进行了展望,希望能为新药的设计提供全面的理论依据。
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引用次数: 0
Antibiotic-based small molecular micelles combined with photodynamic therapy for bacterial infections 基于抗生素的小分子胶束结合光动力治疗细菌感染
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-05-01 DOI: 10.1016/j.ajps.2023.100810
Lijiao Yang , Shaomin Song , Meihui Yin , Min Yang, Daoping Yan, Xiaohui Wan, Jipeng Xiao, Yuchen Jiang, Yongchao Yao, Jianbin Luo

The appearance of multidrug-resistant bacteria and the formation of bacterial biofilms have necessitated the development of alternative antimicrobial therapeutics. Antibiotics conjugated with or embedded in nano-drug carriers show a great potential and advantage over free drugs, but the mass proportion of carriers generally exceeds 90% of the nano-drug, resulting in low drug loading and limited therapeutic output. Herein, we fabricated a nanocarrier using antibiotics as the building blocks, minimizing the use of carrier materials, significantly increasing the drug loading content and treatment effect. Firstly, we conjugated betaine carboxylate with ciprofloxacin (CIP) through an ester bond to form the amphiphilic conjugate (CIP-CB), which self-assembled into micelles (CIP-CBMs) in aqueous solutions, with a CIP loading content as high as 65.4% and pH-induced surface charge reversal properties. Secondly, a model photosensitizer (5, 10, 15, 20-tetraphenylporphyrin (TPP)) was encapsulated in CIP-CBMs, generating infection-targeted photodynamic/antibiotic combined nanomedicines (denoted as TPP@CIP-CBMs). Upon accumulation at infection sites or in deep bacterial biofilms, the ester bond between the betaine carboxylate and CIP is cleaved to release free TPP and CIP, leading to a synergetic antibacterial and antibiofilm activity in vitro and in vivo.

耐多药细菌的出现和细菌生物膜的形成使得开发替代的抗菌疗法成为必要。与纳米药物载体偶联或包埋在纳米药物载体中的抗生素比游离药物显示出巨大的潜力和优势,但载体的质量比例通常超过纳米药物的90%,导致药物载量低,治疗效果有限。在此,我们使用抗生素作为构建块制造了纳米载体,最大限度地减少了载体材料的使用,显著提高了载药量和治疗效果。首先,我们通过酯键将甜菜碱羧酸盐与环丙沙星(CIP)偶联,形成两亲性偶联物(CIP-CB),该偶联物在水溶液中自组装成胶束(CIP-CBM),具有高达65.4%的CIP负载量和pH诱导的表面电荷反转特性。其次,将模型光敏剂(5,10,15,20四苯基卟啉(TPP))封装在CIP CBM中,产生感染靶向的光动力/抗生素组合纳米药物(表示为TPP@CIP-CBMs)。在感染部位或深层细菌生物膜中积累后,甜菜碱羧酸盐和CIP之间的酯键被裂解,释放出游离的TPP和CIP,从而在体外和体内产生协同的抗菌和抗生物膜活性。
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引用次数: 1
Scavenger receptor A-mediated nanoparticles target M1 macrophages for acute liver injury 清道夫受体a介导的纳米颗粒靶向M1巨噬细胞治疗急性肝损伤
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-05-01 DOI: 10.1016/j.ajps.2023.100813
Rongping Zhang , Shiqing Luo , Ting Zhao , Mengying Wu , Lu Huang , Ling Zhang , Yuan Huang , Huile Gao , Xun Sun , Tao Gong , Zhirong Zhang

Acute liver injury (ALI) has an elevated fatality rate due to untimely and ineffective treatment. Although, schisandrin B (SchB) has been extensively used to treat diverse liver diseases, its therapeutic efficacy on ALI was limited due to its high hydrophobicity. Palmitic acid-modified serum albumin (PSA) is not only an effective carrier for hydrophobic drugs, but also has a superb targeting effect via scavenger receptor-A (SR-A) on the M1 macrophages, which are potential therapeutic targets for ALI. Compared with the common macrophage-targeted delivery systems, PSA enables site-specific drug delivery to reduce off-target toxicity. Herein, we prepared SchB-PSA nanoparticles and further assessed their therapeutic effect on ALI. In vitro, compared with human serum albumin encapsulated SchB nanoparticles (SchB-HSA NPs), the SchB-PSA NPs exhibited more potent cytotoxicity on lipopolysaccharide (LPS) stimulated Raw264.7 (LAR) cells, and LAR cells took up PSA NPs 8.79 times more than HSA NPs. As expected, the PSA NPs also accumulated more in the liver. Moreover, SchB-PSA NPs dramatically reduced the activation of NF-κB signaling, and significantly relieved inflammatory response and hepatic necrosis. Notably, the high dose of SchB-PSA NPs improved the survival rate in 72 h of ALI mice to 75%. Hence, SchB-PSA NPs are promising to treat ALI.

急性肝损伤(ALI)由于治疗不及时和无效而导致死亡率升高。尽管五味子乙素(SchB)已被广泛用于治疗各种肝脏疾病,但由于其疏水性高,其对ALI的治疗效果有限。棕榈酸修饰血清白蛋白(PSA)不仅是疏水性药物的有效载体,而且通过清除剂受体a(SR-a)对M1巨噬细胞具有极好的靶向作用,M1巨噬细胞是ALI的潜在治疗靶点。与常见的巨噬细胞靶向递送系统相比,PSA能够实现位点特异性药物递送,以减少脱靶毒性。在此,我们制备了SchB-PSA纳米颗粒,并进一步评估了其对ALI的治疗效果。在体外,与人血清白蛋白包封的SchB纳米颗粒(SchB-HSA-NPs)相比,SchB-PSA NPs对脂多糖(LPS)刺激的Raw264.7(LAR)细胞表现出更强的细胞毒性,LAR细胞吸收PSA NPs是HSA-NP的8.79倍。正如预期的那样,PSA NP在肝脏中也积累了更多。此外,SchB-PSA NPs显著降低NF-κB信号传导的激活,并显著缓解炎症反应和肝坏死。值得注意的是,高剂量的SchB-PSA NPs将ALI小鼠72小时的存活率提高到75%。因此,SchB-PSA NPs有望治疗ALI。
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引用次数: 1
Predicting liposome formulations by the integrated machine learning and molecular modeling approaches 通过集成机器学习和分子建模方法预测脂质体配方
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-05-01 DOI: 10.1016/j.ajps.2023.100811
Run Han , Zhuyifan Ye , Yunsen Zhang , Yaxin Cheng , Ying Zheng , Defang Ouyang

Liposome is one of the most widely used carriers for drug delivery because of the great biocompatibility and biodegradability. Due to the complex formulation components and preparation process, formulation screening mostly relies on trial-and-error process with low efficiency. Here liposome formulation prediction models have been built by machine learning (ML) approaches. The important parameters of liposomes, including size, polydispersity index (PDI), zeta potential and encapsulation, are predicted individually by optimal ML algorithm, while the formulation features are also ranked to provide important guidance for formulation design. The analysis of key parameter reveals that drug molecules with logS [-3, -6], molecular complexity [500, 1000] and XLogP3 (≥2) are priority for preparing liposome with higher encapsulation. In addition, naproxen (NAP) and palmatine HCl (PAL) represented the insoluble and water-soluble molecules are prepared as liposome formulations to validate prediction ability. The consistency between predicted and experimental value verifies the satisfied accuracy of ML models. As the drug properties are critical for liposome particles, the molecular interactions and dynamics of NAP and PAL liposome are further investigated by coarse-grained molecular dynamics simulations. The modeling structure reveals that NAP molecules could distribute into lipid layer, while most PAL molecules aggregate in the inner aqueous phase of liposome. The completely different physical state of NAP and PAL confirms the importance of drug properties for liposome formulations. In summary, the general prediction models are built to predict liposome formulations, and the impacts of key factors are analyzed by combing ML with molecular modeling. The availability and rationality of these intelligent prediction systems have been proved in this study, which could be applied for liposome formulation development in the future.

脂质体具有良好的生物相容性和生物降解性,是应用最广泛的药物载体之一。由于配方成分和制备过程复杂,配方筛选大多依赖于试错过程,效率较低。在这里,脂质体配方预测模型已经通过机器学习(ML)方法建立。通过最优ML算法分别预测脂质体的重要参数,包括大小、多分散指数(PDI)、ζ电位和包封率,同时对配方特征进行排序,为配方设计提供重要指导。关键参数分析表明,logS[-3,-6]、分子复杂度[5001000]和XLogP3(≥2)的药物分子是制备高包封度脂质体的优先选择。此外,以萘普生(NAP)和盐酸巴马汀(PAL)为代表的不溶性和水溶性分子被制备为脂质体制剂,以验证预测能力。预测值与实验值的一致性验证了ML模型令人满意的准确性。由于药物性质对脂质体颗粒至关重要,因此通过粗粒分子动力学模拟进一步研究了NAP和PAL脂质体的分子相互作用和动力学。模拟结构表明,NAP分子可以分布在脂质体的脂质层中,而PAL分子大多聚集在脂质体内部水相中。NAP和PAL完全不同的物理状态证实了药物性质对脂质体制剂的重要性。总之,建立了预测脂质体配方的通用预测模型,并将ML与分子模型相结合,分析了关键因素的影响。本研究证明了这些智能预测系统的有效性和合理性,可用于脂质体制剂的开发。
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引用次数: 3
Corrugated surface microparticles with chitosan and levofloxacin for improved aerodynamic performance 壳聚糖和左氧氟沙星用于改善空气动力学性能的波纹表面微粒
IF 10.2 1区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-05-01 DOI: 10.1016/j.ajps.2023.100815
Chang-Soo Han , Ji-Hyun Kang , Eun hye Park , Hyo-Jung Lee , So-Jeong Jeong , Dong-Wook Kim , Chun-Woong Park

Corrugated surface microparticles comprising levofloxacin (LEV), chitosan and organic acid were prepared using the 3-combo spray drying method. The amount and the boiling point of the organic acid affected the degree of roughness. In this study, we tried to improve the aerodynamic performance and increase aerosolization by corrugated surface microparticle for lung drug delivery efficiency as dry powder inhaler. HMP175 L20 prepared with 175 mmol propionic acid solution was corrugated more than HMF175 L20 prepared with 175 mmol formic acid solution. The ACI and PIV results showed a significant increase in aerodynamic performance of corrugated microparticles. The FPF value of HMP175 L20 was 41.3% ± 3.9% compared with 25.6% ± 7.7% of HMF175 L20. Corrugated microparticles also showed better aerosolization, decreased x-axial velocity, and variable angle. Rapid dissolution of drug formulations was observed in vivo. Low doses administered to the lungs achieved higher LEV concentrations in the lung fluid than high doses administered orally. Surface modification in the polymer-based formulation was achieved by controlling the evaporation rate and improving the inhalation efficiency of DPIs.

采用三元喷雾干燥法制备了含有左氧氟沙星、壳聚糖和有机酸的波纹表面微粒。有机酸的量和沸点影响粗糙度。在本研究中,我们试图通过波纹表面微粒改善空气动力学性能,并增加雾化作用,以提高干粉吸入器的肺部药物输送效率。用175毫摩尔丙酸溶液制备的HMP175 L20比用175毫毫摩尔甲酸溶液制得的HMF175 L20波纹更大。ACI和PIV结果显示波纹微粒的空气动力学性能显著提高。HMP175 L20的FPF值为41.3%±3.9%,而HMF175 L20为25.6%±7.7%。波纹状微粒也表现出更好的雾化、降低的x轴速度和可变角度。在体内观察到药物制剂的快速溶解。给予肺部的低剂量比口服给予的高剂量在肺液中获得更高的LEV浓度。聚合物基制剂的表面改性是通过控制DPI的蒸发速率和提高吸入效率来实现的。
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Asian Journal of Pharmaceutical Sciences
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