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Bidirectional relationship between statins and the gut microbiota: implications for cardiovascular health, diabetes, and cancer. 他汀类药物与肠道微生物群的双向关系:对心血管健康、糖尿病和癌症的影响。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-07-01 Epub Date: 2025-07-24 DOI: 10.1080/00498254.2025.2535445
Francisco Alejandro Lagunas-Rangel

Statins, which inhibit HMG-CoA reductase, are widely prescribed for cardiovascular disease prevention, while the gut microbiota plays a key role in host metabolism, immune regulation, and drug response.This narrative review examines how statins modulate the composition and function of the gut microbiota and, conversely, how the gut microbiota influences the pharmacokinetics, efficacy, and adverse effects of statins.Preclinical and clinical studies indicate that individual statins exert distinct effects; however, detailed understanding remains limited because these drugs are frequently evaluated collectively as a class rather than as separate compounds.Statins have been shown to alter microbial diversity and their metabolite profiles, which may enhance lipid-lowering effects and confer additional benefits such as anticancer activity, but may also contribute to adverse effects such as increased risk of type 2 diabetes. On the other hand, gut microbes modulate the bioavailability of statins by metabolizing the active compounds, which affects the therapeutic response.These results highlight the clinical importance of the gut microbiota in shaping the efficacy and safety profiles of statins and support the development of personalized, microbiome-informed treatment strategies.

他汀类药物,广泛用于预防心血管疾病,抑制3-羟基-3-甲基戊二酰辅酶a (HMG-CoA)还原酶,这是胆固醇生物合成的关键酶。另一方面,肠道微生物群是胃肠道中多样化的微生物群落,在宿主代谢、免疫调节和药物反应中起着至关重要的作用。新出现的证据支持他汀类药物和肠道微生物群之间的双向关系。他汀类药物可以重塑微生物组成和代谢物谱,潜在地增强其降脂效果,并赋予额外的好处,如抗癌特性。然而,这些微生物变化也可能导致不良反应,包括2型糖尿病的风险升高。相反,肠道菌群通过代谢他汀类药物的活性化合物来影响他汀类药物的药代动力学和治疗效果,从而影响药物的生物利用度和个体反应。本文探讨了他汀类药物与肠道微生物群之间复杂的相互作用,强调了心血管健康、代谢紊乱和癌症的影响。与之前的研究相反,本研究调查了常用的他汀类药物(包括阿托伐他汀、辛伐他汀、氟伐他汀和瑞舒伐他汀)的共同和独特效果,强调了微生物组信息和个性化治疗方法的相关性。
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引用次数: 0
EP300/HIF-1 pathway: the key to sacubitril valsartan sodium alleviating myocardial hypoxia injury. EP300/HIF-1通路:苏比利缬沙坦钠减轻心肌缺氧损伤的关键
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-22 DOI: 10.1080/00498254.2025.2528516
Jianyun Fang, Dan Yang, Fan Liu, Rong Xiao, Youqing Liang, Jiong Tang

Exploring the molecular mechanism underlying the pathogenesis and treatment of ischaemic cardiomyopathy (ICM) is crucial for its precise management.In this study, an ICM cell model was constructed, treated with sacubitril/valsartan, and subjected to exogenous modulation of EP300 expression. RT-qPCR and Western blot were employed to detect the expression of E1A-associated protein P300 (EP300), Hypoxia-Inducible Factor-1 (HIF-1) α, and HIF-1β. Additionally, the CCK-8 assay, flow cytometry, lactic acid detection, and ROS activity detection were used to examine changes in cell conditions. The aim was to verify the molecular mechanism of sacubitril/valsartan in treating ICM and explore the mechanism of targeting EP300 in ICM treatment.Results showed that sacubitril/valsartan upregulated EP300 expression, activated the EP300/HIF-1 signalling pathway, inhibited lactate secretion and ROS production, increased cell viability, and decreased the apoptosis rate in the ICM cell model. Direct upregulation of EP300 expression produced similar effects on the ICM cell model as sacubitril/valsartan.The mechanism by which sacubitril/valsartan reduces myocardial hypoxic injury by upregulating the EP300/HIF-1 signalling pathway suggests that targeting the EP300/HIF-1 signalling pathway may become a new approach for the treatment of ICM.

目的:探讨缺血性心肌病(ICM)发病机制及治疗的分子机制对其精准治疗具有重要意义。方法:建立ICM细胞模型,用苏比利/缬沙坦处理,外源调节EP300的表达。采用RT-qPCR和Western blot检测e1a相关蛋白P300 (EP300)、缺氧诱导因子-1 (HIF-1) α和HIF-1β的表达。此外,CCK-8测定、流式细胞术、乳酸检测和ROS活性检测用于检测细胞状况的变化。目的是验证苏比里尔/缬沙坦治疗ICM的分子机制,探讨靶向EP300治疗ICM的机制。结果:Sacubitril/缬沙坦上调ICM细胞EP300表达,激活EP300/HIF-1信号通路,抑制乳酸分泌和ROS生成,提高细胞活力,降低细胞凋亡率。直接上调EP300表达对ICM细胞模型的影响与苏比里尔/缬沙坦相似。结论:苏比利/缬沙坦通过上调EP300/HIF-1信号通路减轻心肌缺氧损伤的机制提示,靶向EP300/HIF-1信号通路可能成为治疗ICM的新途径。
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引用次数: 0
Effects of ABCG2 421C > A genetic polymorphism on the pharmacokinetics of rivaroxaban in healthy Chinese subjects. ABCG2 421C > A基因多态性对中国健康人利伐沙班药代动力学的影响
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-07 DOI: 10.1080/00498254.2025.2522731
Lingfang Guo, Xue Sun, Qiu Bo, Wanjun Bai, Yabin Du, Haojing Song

The main objective of this study is to investigate whether the CYP3A4/5 and ABC transporter genetic polymorphisms could affect the pharmacokinetics (PK) of rivaroxaban in Chinese healthy subjects.Forty-two healthy subjects in China were recruited and given a single dose of 2.5 mg rivaroxaban tablets. Plasma concentration of rivaroxaban was determined by UPLC-MS/MS, the CYP3A4 20230 G > A(*1G)), CYP3A5 6986 A > G(*3), ABCB1 1236 C > T, ABCB1 3435 C > T, ABCB1 2677 G > T/A, ABCG2 34 G > A, ABCC2 1249 G > A, ABCC2 3972 C > T, ABCC2 - 24 C > T, ABCG2 421 C > A, SLC22A8 715 C > T, SLC22A8 445 C > A, SLC22A8 779 T > G, SLC22A8 829 C > T, and SLC22A8 913 A > T genotypes were determined by SnapShot Technique.In the study, compared with the subjects with C/C of ABCG2 421 C > A genotype, individuals with C/A and A/A genotype showed higher the area under the concentration-time curve AUC0-t (289.17 vs. 358.56 vs. 439.26 ng/h/mL) (p < 0.05 and p < 0.01, respectively), AUC0-∞ (293.92 vs. 362.80 vs. 442.25 ng/h/mL) (p < 0.05 and p < 0.01, respectively) and the maximum plasma concentration Cmax (56.58 vs. 70.36 vs. 83.90 ng/mL) (p < 0.05 and p < 0.01, respectively), but lower apparent clearance CL/F (9114.00 vs. 7493.82 vs. 6017.75 mL/h) (p < 0.05). Following Bonferroni correction, subjects carrying the A/A genotype continued to exhibit statistically significant differences in PK parameters Cmax, AUC0-t, and AUC0-∞ compared to C/C allele carriers.Data in the article proved that the ABCG2 421 C > A polymorphism was significantly related to the PK variability of rivaroxaban.

1. 本研究的主要目的是探讨CYP3A4/5和ABC转运体遗传多态性是否会影响利伐沙班在中国健康人体内的药代动力学。在中国招募了42名健康受试者,给予单剂量2.5 mg的利伐沙班片。血浆浓度的rivaroxaban由UPLC-MS /女士,CYP3A4 20230 G > (* 1 G)), CYP3A5 > 6986 G (* 3), ABCB1 1236 C > T, ABCB1 3435 C > T, ABCB1 2677 G > T / A, ABCG2 34 G >, ABCC2 1249 G > A, ABCC2 3972 C > T, ABCC2 -24 C > T, ABCG2 421 C >, SLC22A8 715 C > T, SLC22A8 445 C >, SLC22A8 779 T > G, SLC22A8 829 C > T, SLC22A8 > 913 T基因型测定Technique.3快照。与ABCG2 421C > A基因型C/C受试者相比,C/A和A/A基因型个体的浓度-时间曲线下面积AUC0-t (289.17 vs 358.56 vs 439.26 ng/h/mL)、p 0-∞(293.92 vs 362.80 vs 442.25 ng/h/mL)、p max (56.58 vs 70.36 vs 83.90 ng/mL) (p max、AUC0-t和AUC0-∞)均高于C/C等位基因携带者。本文数据证明ABCG2 421C > A多态性与利伐沙班药代动力学变异性显著相关。
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引用次数: 0
Hydrogen sulfide replenishment ameliorates impaired platelet response to clopidogrel in mice with experimental diabetes mellitus. 补充硫化氢可改善实验性糖尿病小鼠对氯吡格雷受损的血小板反应。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-31 DOI: 10.1080/00498254.2025.2534045
Ke Tang, Min Fu, Li-Ping Jiang, Ting Tai, Jin-Zi Ji, Xue-Mei Li, Yu Wu, Xiang-Hong Zhao, Pei-Jie Ding, Jin Wang, Zhao-Dong Zheng, Qiong-Yu Mi, Hong-Guang Xie

This study aimed to reveal whether blood hydrogen sulfide (H2S) reduction could result in attenuated platelet inhibition of clopidogrel and whether replenishing blood H2S would reverse such attenuation in mice with diabetes mellitus (DM).Control (non-diabetic) versus DM mice were treated with vehicle control or GYY4137 (a synthetic H2S donor) alone or in combination with clopidogrel. Body weight gain, blood glucose, glucose tolerance, insulin tolerance, blood H2S, adenosine diphosphate (ADP)-induced whole-blood platelet aggregation, main clopidogrel metabolites (active thiol metabolite H4 and inactive clopidogrel carboxylate) in plasma, and the expression of main clopidogrel-metabolizing enzymes and interleukin-1β as well as their genes in the liver were measured, respectively.Compared with control mice, DM mice exhibited significant decreases in plasma H2S and H4 levels, glucose tolerance, insulin sensitivity, and clopidogrel-metabolizing enzyme expression, but significant increases in blood glucose, ADP-induced whole-blood platelet aggregation, and hepatic interleukin-1β expression, respectively. After use of GYY4137, boosting blood H2S levels ameliorated or reversed all other changes observed in DM mice, except for blood glucose elevation.Blood H2S reduction may contribute to impaired platelet inhibition of clopidogrel in DM mice, suggesting that replenishing blood H2S may benefit DM patients more when taking clopidogrel concomitantly.

本研究旨在揭示血液中硫化氢(H2S)的减少是否会导致氯吡格雷对血小板的抑制减弱,以及补充血液中H2S是否会逆转糖尿病小鼠(DM)的这种抑制。对照(非糖尿病)和DM小鼠分别用对照或GYY4137(一种合成H2S供体)单独或联合氯吡格雷治疗。测定体重增加、血糖、葡萄糖耐量、胰岛素耐量、血H2S、二磷酸腺苷(ADP)诱导的全血血小板聚集、血浆氯吡格雷主要代谢产物(活性硫醇代谢物H4和无活性氯吡格雷羧酸酯)、肝脏氯吡格雷主要代谢酶和白细胞介素-1β的表达及其基因。与对照组小鼠相比,DM小鼠血浆H2S和H4水平、葡萄糖耐量、胰岛素敏感性和氯吡格雷代谢酶表达均显著降低,血糖、adp诱导的全血血小板聚集和肝脏白介素-1β表达均显著升高。在使用GYY4137后,血液H2S水平的提高改善或逆转了DM小鼠中观察到的所有其他变化,但血糖升高除外。血液中H2S的减少可能导致DM小鼠氯吡格雷对血小板的抑制作用受损,提示补充血液中H2S可能对DM患者在同时服用氯吡格雷时更有利。
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引用次数: 0
Sanguinarine-induced proteomic changes in methicillin-resistant Staphylococcus aureus. 血根碱诱导耐甲氧西林金黄色葡萄球菌的蛋白质组学改变。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-17 DOI: 10.1080/00498254.2025.2530998
Xiaolong Zhu, Pei Zhao, Lu Jiang, Yujuan Qi

The escalating threat of methicillin-resistant Staphylococcus aureus (MRSA) infections, coupled with the dwindling efficacy of current antibiotics, highlights the urgent need for novel antimicrobial agents.In this study, we demonstrate that sanguinarine - a plant-derived benzophenanthridine alkaloid - exerts potent antibacterial activity against MRSA, with a minimum inhibitory concentration (MIC) of 20 mg/L. To elucidate the molecular mechanisms underlying its antibacterial effects, we conducted a comprehensive, time-resolved proteomic analysis of MRSA upon sanguinarine exposure, quantifying a total of 1,037 proteins, among which significant alterations were observed at each time point over a 120-min treatment period. Proteomic profiling combined with fuzzy C-means clustering revealed distinct temporal response patterns. Upregulated proteins were enriched in pathways related to nucleotide excision repair and central metabolism, suggesting adaptive responses to DNA damage and metabolic stress. In contrast, downregulated proteins were primarily involved in critical cellular processes such as cell division, iron acquisition, RNA turnover, and protein synthesis, indicating a disruption of bacterial growth and homeostasis.These findings provide systems-level insights into the multifaceted antibacterial actions of sanguinarine and support its potential as a promising lead compound for the development of novel therapeutics targeting drug-resistant bacterial infections.

耐甲氧西林金黄色葡萄球菌(MRSA)感染的威胁不断升级,加上现有抗生素的疗效不断下降,凸显了对新型抗菌药物的迫切需求。在这项研究中,我们证明了血根碱-一种植物衍生的苯并苯胺生物碱-对MRSA具有有效的抗菌活性,其最低抑制浓度(MIC)为20 mg/L。为了阐明其抑菌作用的分子机制,我们对血根碱暴露后的MRSA进行了全面的、时间分辨的蛋白质组学分析,量化了总共1037个蛋白质,其中在120分钟的治疗时间内每个时间点都观察到显著的变化。蛋白质组学分析结合模糊c均值聚类揭示了不同的时间响应模式。上调蛋白在核苷酸切除修复和中枢代谢相关通路中富集,提示对DNA损伤和代谢应激的适应性反应。相反,下调的蛋白质主要参与关键的细胞过程,如细胞分裂、铁获取、RNA周转和蛋白质合成,这表明细菌生长和体内平衡受到破坏。这些发现提供了对血根碱多方面抗菌作用的系统级见解,并支持其作为开发针对耐药细菌感染的新型治疗药物的有前途的先导化合物的潜力。
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引用次数: 0
New era in bioequivalence global harmonization through ICH M13 initiative: critical review on new concepts, alternative approaches for high-risk products. 通过ICH M13倡议实现生物等效性全球统一的新时代:对高风险产品新概念和替代方法的批判性审查。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-30 DOI: 10.1080/00498254.2025.2535415
Mohammed Shareef Khan, Sohel Mohammed Khan, Frederico Severino Martins, Rajkumar Boddu, Anuj Kumar Saini, Sivacharan Kollipara

Bioequivalence (BE) studies have made significant advancements, particularly with the introduction of the ICH M13 guidances. This review examines the historical aspects leading to the harmonisation efforts of the latest ICH M13A, the draft of ICH M13B, and the anticipated ICH M13C.The primary focus of this article is on ICH M13A, highlighting the significant changes over previous guidelines of USFDA and EMA. It outlines the stringent requirements for high-risk products as per ICH M13A and emphasises the necessity for both fasting and fed studies. This review highlights the high-risk complex formulations, such as amorphous solid dispersions, microemulsions, and nanotechnology-based formulations, which often exhibit different food effects compared to conventional formulations.Additionally, the role of PBPK/PBBM modelling in predicting food effects and fed bioequivalence for high-risk products is discussed. Furthermore, the potential of modelling based methodologies as 'alternative BE' approaches for securing waivers for fed BE studies is discussed in depth.Furthermore, the latest ICH M13B guidance is reviewed, focusing on differences from previous guidelines on dissolution similarity and bracketing approaches. The review also discusses the anticipated directions for ICH M13C and its potential impact on future BE studies for HVDs, NTIs, and complex designs.

生物等效性(BE)研究取得了重大进展,特别是随着ICH M13指南的引入。本文回顾了导致最新的ICH M13A、ICH M13B草案和预期的ICH M13C协调工作的历史方面。本文的主要重点是ICH M13A,强调了与USFDA和EMA先前指南相比的重大变化。它概述了根据ICH M13A对高风险产品的严格要求,并强调了禁食和喂养研究的必要性。这篇综述强调了高风险的复杂配方,如无定形固体分散体、微乳液和基于纳米技术的配方,它们通常表现出与传统配方不同的食物效应。此外,还讨论了PBPK/PBBM模型在预测高风险产品的食物效应和饲料生物等效性中的作用。此外,本文还深入讨论了基于建模的方法作为“替代BE”方法的潜力,以确保对联邦BE研究的豁免。此外,对最新的ICH M13B指南进行了审查,重点是与以前的溶出相似度和分类方法指南的差异。本文还讨论了ICH M13C的预期方向及其对hvd、nti和复杂设计的未来BE研究的潜在影响。
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引用次数: 0
Comprehensive in vitro assessment of drug-drug interactions of the major human metabolite of soticlestat. 索替列他主要人体代谢物的药物-药物相互作用的综合体外评估。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-27 DOI: 10.1080/00498254.2025.2532649
Miyuki Ugajin, Mitsuhiro Nishihara, T Eric Ballard, Lawrence Cohen, Bei-Ching Chuang, Junzo Takahashi, Hideki Hirabayashi

Soticlestat (TAK-935) is a selective cholesterol 24S-hydroxylase inhibitor and represents a potential adjunctive treatment for Dravet and Lennox-Gastaut syndromes. The direct glucuronide metabolite of soticlestat TAK-935-G is the primary circulating drug-related material in humans. Thus, the potential of TAK-935-G as a perpetrator for drug-drug interactions (DDIs) was evaluated according to the current regulatory guideline. The DDI risk between soticlestat/TAK-935-G and representative anti-seizure medications (ASMs) was also investigated using various in vitro assays.TAK-935-G was not a perpetrator of cytochrome P450 enzymes (CYPs), uridine diphosphate glucuronosyl-transferase enzymes (UGTs) or transporters, except for CYP1A2 induction, where it demonstrated an induction with an Emax of 2.06- to 3.56-fold change and EC50 of 53.7-78.8 µM. Two ASMs are known to be substrates of CYP1A2; however, no serious DDI through CYP1A2 induction has been reported. The examined ASMs did not inhibit soticlestat glucuronidation. Moreover, soticlestat and TAK-935-G did not inhibit glucuronidation of the examined ASMs.Collectively, no notable concern exists regarding the clinical perpetrator risk of CYP, UGT and transporters with TAK-935-G, despite its high unbound plasma concentrations. The combined analysis of in vitro and clinical DDI results, alongside physiologically based pharmacokinetic modelling, exhibited a low DDI risk for soticlestat and TAK-935-G.

索替列司他(TAK-935)是一种选择性胆固醇24s -羟化酶抑制剂,是一种潜在的辅助治疗Dravet综合征和lenox - gastaut综合征的药物。索替列他TAK-935-G的直接葡萄糖醛酸盐代谢物是人类主要的循环药物相关物质。因此,TAK-935-G作为药物-药物相互作用(ddi)肇事者的潜力根据当前的监管指南进行了评估。索替列他/TAK-935-G与代表性抗癫痫药物(asm)之间的DDI风险也通过各种体外试验进行了研究。TAK-935-G不是细胞色素P450酶(CYPs)、尿苷二磷酸葡萄糖醛酸转移酶(UGTs)或转运蛋白的作主,除了CYP1A2的诱导外,其诱导的Emax变化为2.06- 3.56倍,EC50为53.7 - 78.8µM。已知有两种asm是CYP1A2的底物;然而,没有CYP1A2诱导的严重DDI的报道。所检查的asm不抑制索替列他糖醛酸化。此外,索替列他和TAK-935-G没有抑制所检查的asm的葡萄糖醛酸化。总的来说,尽管TAK-935-G的非结合血浆浓度很高,但对CYP、UGT和转运体的临床犯罪者风险没有明显的担忧。体外和临床DDI结果的综合分析,以及基于生理的药代动力学模型,显示索替列他和TAK-935-G的DDI风险较低。
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引用次数: 0
Dysregulation of kidney structural polysaccharides and miRNA-21/SIRT1/NF-κB axis of injury and fibrosis in thioacetamide-induced nephrotoxicity is protected by resveratrol. 在硫代乙酰胺引起的肾毒性中,肾脏结构多糖和miRNA-21/SIRT1/NF-κB轴损伤和纤维化的失调受到白藜芦醇的保护。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-07-30 DOI: 10.1080/00498254.2025.2535410
Mohammed Alshehri, Ibrahim Tawhari, Faris Almasabi, Hind Zafrah, Alia Albawardi, Nervana M Bayoumy, Mohamed Abd Ellatif, Bahjat Al-Ani, Norah M Alzamil, Samaa S Kamar

MicroRNA-21 (miRNA-21) expression is increased in patients with kidney disease, and polysaccharides provide the structural scaffolding of the glomerular and tubular basement membranes.We investigated whether the induction of renal injury by the industrial toxic chemical thioacetamide (TAA) can dysregulate the kidney miRNA-21/SIRT1/NF-κB axis as well as the structural polysaccharide content of the kidney tissue, and whether treatment with the polyphenolic compound resveratrol can inhibit these adverse effects.Kidney injury was induced in rats by TAA (200 mg/kg) injections. The protective group of rats was pre-treated with resveratrol (20 mg/kg) prior to kidney injury and subsequently kept on resveratrol until culled.TAA intoxication caused a significant (p < 0.0001) modulation in kidney and blood levels of miRNA-21, the tissue renoprotective molecule SIRT1, NF-κB p65, kidney structural polysaccharides, the macrophage biomarker cluster of differentiation 68 (CD68), tissue inhibitor of metalloproteinases-1 (TIMP-1) mRNA, hypernatremia, urea, and creatinine, as well as albuminuria that were significantly (p ≤ 0.0187) protected by resveratrol. Furthermore, a significant correlation between the miRNA-21/SIRT1/NF-κB axis, structural polysaccharides, renal fibrosis, and renal injury biomarkers was observed.These findings demonstrate an association between renal injury induced by TAA intoxication and the dysregulation of the kidney miRNA-21/SIRT1/NF-κB axis and polysaccharide levels while being protected by resveratrol.

肾脏病患者的MicroRNA-21 (miRNA-21)表达增加,多糖为肾小球和肾小管基底膜提供结构支架。我们研究了工业毒性化学物质硫乙酰胺(TAA)诱导肾损伤是否会导致肾脏miRNA-21/SIRT1/NF-κB轴以及肾组织结构多糖含量的失调,以及多酚类化合物白藜芦醇是否可以抑制这些不良反应。TAA (200 mg/kg)注射可致大鼠肾损伤。保护组大鼠在肾损伤前给予白藜芦醇(20 mg/kg)预处理,随后继续给予白藜芦醇直至剔除。TAA中毒引起了显著的(p
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引用次数: 0
Arachidonic acid ameliorates the liver and kidney injuries induced by thioacetamide in rats. 花生四烯酸对硫乙酰胺所致大鼠肝肾损伤的改善作用。
IF 1.2 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-06-01 Epub Date: 2025-08-03 DOI: 10.1080/00498254.2025.2535407
Siyu Xiang, Dong Kwon Yang, Jin-Shang Kim, Shang-Jin Kim

Arachidonic acid (ArA) is an essential omega-6 polyunsaturated fatty acid is crucial in various physiological processes and disease conditions. Nevertheless, the effects of arachidonic acid on liver and kidney damage are not well understood. Therefore, this study aimed to explore the beneficial role of ArA on liver and kidney injuries caused by thioacetamide (TAA) in rats, focusing on the associated hematological changes.The six groups, each consisting of 10 rats, are as follows; Control, 30 mg/kg ArA-treated, 20 mg/kg TAA-induced liver injury, ArA (10, 20, and 30 mg/kg)-pre-treated liver injury groups.The pre-treatment of ArA ameliorated histopathological injuries of hepatic and kidney tissues and hepatic dysfunction in TAA-treated rats. TAA increased hepatic and kidney injury serum biomarkers, otherwise, ArA significantly suppressed increased levels of these parameters and inhibited metabolic acidosis and dehydration due to TAA treatment. Besides, ArA effectively preserved protein and cholesterol metabolism against TAA-induced hepatic injury. ArA suppressed TAA caused ionic imbalance. Notably, the highest AA dosage (30 mg/kg) provided the most protective effects against TAA-induced liver and kidney damage.This study demonstrated that ArA effectively reduces liver and kidney injuries caused by TAA, indicating its potential as a promising preventive or therapeutic approach.

1. 花生四烯酸(ArA)是一种必需的omega-6多不饱和脂肪酸,在各种生理过程和疾病条件下至关重要。然而,花生四烯酸对肝肾损害的影响尚不清楚。因此,本研究旨在探讨ArA对硫代乙酰胺(TAA)致大鼠肝肾损伤的有益作用,重点关注相关的血液学变化。六组,每组10只大鼠,分别为:对照组,30 mg/kg ArA处理组,20 mg/kg taa诱导肝损伤组,ArA(10、20和30 mg/kg)预处理肝损伤组。ArA预处理可改善taa处理大鼠肝、肾组织的病理损伤和肝功能障碍。TAA增加肝和肾损伤血清生物标志物,否则,ArA显著抑制这些参数水平的升高,并抑制代谢性酸中毒和脱水。此外,ArA能有效地保存taa诱导的肝损伤的蛋白质和胆固醇代谢。ArA抑制TAA引起离子失衡。值得注意的是,最高AA剂量(30 mg/kg)对taa诱导的肝、肾损伤的保护作用最强。本研究表明,ArA可有效减轻TAA引起的肝和肾损伤,表明其作为一种有前景的预防或治疗方法的潜力。
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引用次数: 0
Machine learning-driven bioavailability prediction in early-stage drug development: a KNIME-based computational workflow for digital health applications. 早期药物开发中机器学习驱动的生物利用度预测:用于数字健康应用的基于knime的计算工作流。
IF 1.3 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-05-01 Epub Date: 2025-05-28 DOI: 10.1080/00498254.2025.2508804
Majdi Hammami, Walid Yeddes, Hamza Gadhoumi, Raghda Yazidi, Moufida Saidani Tounsi, Kamel Msaada

Bioavailability prediction remains a significant challenge in early-stage drug development, where conventional experimental approaches are time-consuming and resource-intensive. This study explores the application of machine learning techniques to enhance the efficiency of bioavailability prediction. By leveraging computational workflows within the KNIME Analytics Platform, we aim to automate bioavailability assessment and reduce dependence on costly in vitro and in vivo studies.

A dataset comprising 475 drug-like compounds characterised by key molecular descriptors was analysed using multiple machine learning models, including Random Forest, Gradient Boosting, Decision Trees, k-Nearest Neighbours, and neural networks. Model performance was assessed through 5-fold cross-validation, with ensemble models outperforming linear and neural network-based approaches. Random Forest demonstrated the highest predictive performance (R2 = 0.87, RMSE = 0.08). Feature importance analysis identified topological polar surface area and solubility as the most influential factors in bioavailability prediction.

The findings underscore the potential of integrating open-source tools and machine learning methodologies in pharmaceutical research, improving workflow efficiency while adhering to FAIR (Findable, Accessible, Interoperable, and Reusable) data principles. This approach facilitates rapid and cost-effective bioavailability assessment, supporting AI-driven predictive modelling and digital health applications in drug development.

生物利用度预测仍然是早期药物开发的重大挑战,传统的实验方法耗时且资源密集。本研究探讨了应用机器学习技术来提高生物利用度预测的效率。通过利用KNIME分析平台内的计算工作流程,我们的目标是自动化生物利用度评估,减少对昂贵的体外和体内研究的依赖。使用多种机器学习模型,包括随机森林、梯度增强、决策树、k近邻和神经网络,分析了包含475种以关键分子描述符为特征的类药物化合物的数据集。通过5倍交叉验证评估模型性能,集成模型优于线性和基于神经网络的方法。随机森林显示出最高的预测性能(R2 = 0.87, RMSE = 0.08)。特征重要性分析发现拓扑极性表面积和溶解度是影响生物利用度预测的最重要因素。研究结果强调了在制药研究中集成开源工具和机器学习方法的潜力,在坚持FAIR(可查找、可访问、可互操作和可重用)数据原则的同时提高工作流程效率。这种方法促进了快速和具有成本效益的生物利用度评估,支持人工智能驱动的预测建模和药物开发中的数字健康应用。
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