rifampicin

利福平
  • 文章类型: Case Reports
    鲍曼不动杆菌是医院获得性感染的主要病原菌,以其强大的获得性耐药性和复杂的耐药机制而著称。由于缺乏有效的药物,广泛耐药鲍曼不动杆菌肺炎的死亡率可高达65%。本文分析了一例头孢哌酮-舒巴坦联合用药,多粘菌素B,米诺环素联合利福平成功治疗XDR-AB肺部感染。联合治疗是有效的,具有特殊的临床价值。
    Acinetobacter baumannii is a major pathogen in hospital-acquired infections notorious for its strong acquired resistance and complex drug resistance mechanisms. Owing to the lack of effective drugs, the mortality rate of extensively drug-resistant A. baumannii pneumonia can reach as high as 65%. This article analyzes a case where a combination of cefoperazone-sulbactam, polymyxin B, and minocycline with rifampicin successfully treated XDR-AB pulmonary infection. Combination therapy is effective and has a particular clinical value.
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  • 文章类型: Journal Article
    这项研究评估了从中国11家制造商获得的27批利福平胶囊中遗传毒性杂质1-甲基-4-亚硝基哌嗪(MNP)的存在。虽然它们低于美国食品和药物管理局设定的5ppm的临时限值,观察到的水平(0.33-2.36ppm)超过了0.16ppm的可接受阈值。在初步发现和降解实验的基础上,我们得出的结论是,MNP是利福平氧化降解的副产物,或者是在涉及1-甲基-4-氨基哌嗪的合成过程中通过氧化或亚硝化引入的。本研究证实了MNP形成的途径。此外,我们观察到添加抗氧化剂,密封存储,和选择主导晶体形式可以帮助控制MNP水平。
    This study assessed the presence of the genotoxic impurity 1-methyl-4-nitrosopiperazine (MNP) in 27 batches of rifampicin capsules obtained from 11 manufacturers in China. While they were below the temporary limit of 5 ppm set by the US Food and Drug Administration, the observed levels (0.33-2.36 ppm) exceeded the acceptable threshold of 0.16 ppm. Building upon preliminary findings and degradation experiments, we concluded that MNP is a by-product of the oxidative degradation of rifampicin or is introduced via oxidation or nitrosation during the synthesis process involving 1-methyl-4-aminopiperazine. The pathways of MNP formation were confirmed in this study. Furthermore, we observed that the addition of antioxidants, sealed storage, and selection of dominant crystal forms can aid in controlling MNP levels.
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  • 文章类型: Journal Article
    耐受细胞对抗生素具有短暂的耐受性,并且由于去除抗生素后宿主细胞的重新定殖而与顽固性慢性感染有关。布鲁氏菌属。是兼性病原体,在宿主细胞中建立细胞内感染周期,导致慢性持续感染。流产布鲁氏菌形成多药持久细胞,在利福平暴露期间,(p)ppGpp合成酶Rsh会促进这种细胞。这里,我们证实,在利福平和恩诺沙星处理的B.abortus静止期,Rsh促进了持久细胞的形成。在存在这些药物的情况下,在不同的生长期中,Rsh基因的缺失会降低持续细胞的水平。然而,在存在其他抗生素的情况下,缺失菌株形成的持久细胞在不同的生长阶段有所不同。在某些胁迫条件下,利福平治疗期间,Rsh还参与了持久细胞的形成,包括酸性条件,暴露于PBS,和热应力。此外,在RAW264.7巨噬细胞中,利福平或恩诺沙星治疗期间,Rsh会影响持续细胞水平。在流产芽孢杆菌的各种胁迫条件下,某些II型毒素-抗毒素模块被上调。我们确定Rsh正调节II型毒素-抗毒素mbcTA。此外,当mbcTA启动子在静止期的Rsh缺失背景中过表达时,耐利福平的持久细胞形成升高,ATP水平降低。我们的结果确定,(p)ppGpp合成酶Rsh在流产芽孢杆菌的持久性中起着关键作用,并且可能与利福平联合用作开发新的治疗方法和预防策略以治疗布鲁氏菌慢性感染的有效新靶标。
    Persister cells are transiently tolerant to antibiotics and are associated with recalcitrant chronic infections due to recolonization of host cells after antibiotic removal. Brucella spp. are facultative pathogens that establish intracellular infection cycles in host cells which results in chronic persistent infections. Brucella abortus forms multi-drug persister cells which are promoted by the (p)ppGpp synthetase Rsh during rifampicin exposure. Here, we confirmed that Rsh promoted persister cells formation in B. abortus stationary phase treated with rifampicin and enrofloxacin. Deletion of the gene for Rsh decreased persister cells level in the presence of these drugs in different growth phases. However, persister cells formation by deletion strain varied in different growth phases in the presence of other antibiotics. Rsh also was involved in persister cells formation during rifampicin treatment under certain stress conditions, including acidic conditions, exposure to PBS, and heat stress. Moreover, Rsh impacted persister cell levels during rifampicin or enrofloxacin treatment in RAW264.7 macrophages. Certain typeIItoxin-antitoxin modules were upregulated under various stress conditions in B. abortus. We established that Rsh positively regulated the type II toxin-antitoxin mbcTA. Moreover, rifampicin-tolerant persister cells formation was elevated and ATP levels were decreased when mbcTA promoter was overexpressed in Rsh deletion background in stationary phase. Our results establish that (p)ppGpp synthetase Rsh plays a key role in B. abortus persistence and may serve as a potent novel target in combination with rifampicin in the development of new therapeutic approaches and prevention strategies to treat chronic infections of Brucella.
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  • 文章类型: Journal Article
    背景:结核病(TB),全球最致命的传染病之一,在中国,耐药结核分枝杆菌(MTB)菌株的出现日益加剧。耐药结核病,包括单药耐药结核病,耐多药结核病(MDR-TB),和广泛耐药结核病(XDR-TB),带来了重大的公共卫生挑战。
    方法:我们从2010年1月至2024年2月使用PubMed等数据库进行了系统的文献综述,Embase,WebofScience,谷歌学者。我们的重点是与新诊断的结核病例的耐药模式相关的经验数据。通过细致的过滤排除了非实证研究。对于荟萃分析,我们使用ReviewManager(RevMan)5.2,并使用纽卡斯尔-渥太华量表(NOS)评估证据质量.
    结果:我们的搜索策略确定了40项符合纳入标准的研究,涵盖总样本量为87,667名参与者。在新的结核病病例中,中国MDR-TB的估计患病率为6.9%(95%CI:5.6-8.1%).一线抗结核药物的单药耐药率如下:异烟肼为18.2%(95%CI:16.4-20.6%),利福平为10.5%(95%CI:8.6-12.8%),和乙胺丁醇为5.7%(95%CI:4.1-7.3%)。链霉素耐药性的流行,以前的一线抗结核药物,17.1%(95%CI:14.6-19.1%)。其他类型的单药耐药患病率为15.2%(95%CI:13.9-17.3%),对于XDR-TB,为0.9%(95%CI:0.6-1.4%)。
    结论:耐药结核病在中国的高流行带来了重大的公共卫生挑战。迫切需要有针对性的干预措施和持续监测,以打击耐药结核病的传播。
    BACKGROUND: Tuberculosis (TB), one of the deadliest infectious diseases globally, is increasingly exacerbated in China by the emergence of resistant Mycobacterium tuberculosis (MTB) strains. Drug-resistant TB, including mono-drug resistant TB, multidrug-resistant TB (MDR-TB), and extensively drug-resistant TB (XDR-TB), presents significant public health challenges.
    METHODS: We conducted a systematic literature review from January 2010 to February 2024 using databases such as PubMed, Embase, Web of Science, and Google Scholar. Our focus was on empirical data related to drug resistance patterns in newly diagnosed TB cases. Non-empirical studies were excluded through meticulous filtering. For meta-analysis, we used Review Manager (RevMan) 5.2 and assessed evidence quality using the Newcastle-Ottawa Scale (NOS).
    RESULTS: Our search strategy identified 40 studies that met the inclusion criteria, encompassing a total sample size of 87,667 participants. Among new TB cases, the estimated prevalence of MDR-TB in China was 6.9% (95% CI: 5.6-8.1%). Prevalence rates for mono-drug resistance to first-line anti-TB medications were as follows: isoniazid at 18.2% (95% CI: 16.4-20.6%), rifampicin at 10.5% (95% CI: 8.6-12.8%), and ethambutol at 5.7% (95% CI: 4.1-7.3%). The prevalence of streptomycin resistance, a former first-line anti-TB drug, was 17.1% (95% CI: 14.6-19.1%). The prevalence of other types of mono-drug resistance was 15.2% (95% CI: 13.9-17.3%), and for XDR-TB, it was 0.9% (95% CI: 0.6-1.4%).
    CONCLUSIONS: The high prevalence of drug-resistant TB in China poses a significant public health challenge. There is an urgent need for targeted interventions and continued surveillance to combat the spread of drug-resistant TB.
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  • 文章类型: Journal Article
    目标:目前,推荐以体重为基础的利福平给药.但是最近,据报道,无脂肪质量(FFM)优于体重(BW).本评估旨在使用非线性混合效应模型(NLMEM)更详细地评估体重相关协变量对利福平药代动力学(PK)参数的影响。
    方法:24名健康白种人志愿者参加了生物等效性研究,每个接受600mg利福平的测试和参比片剂,间隔至少9天的洗脱期。Monolix版本2023R1用于NLMEM。进行蒙特卡罗模拟(MCS)以可视化身体大小描述符与利福平暴露的关系。
    结果:具有非线性(Michaelis-Menten)消除和具有滞后时间的零级吸收动力学的单室模型最好地描述了数据。包括分布体积(V/F)和最大消除率(Vmax/F)的无脂肪质量(FFM)的协变量模型将目标函数值(OFV)降低了56.4。关于V/F和Vmax/F以及关于V/F的BW的第二好协变量模型使OFV降低了51.2。在两个协变量模型中,Vmax/F上无法解释的个体间变异性的降低是相似的。对于给定的剂量,与BW和身高相同的女性相比,MCS在FFM较高的情况下显示出更低的利福平暴露量,因此在男性中。
    结论:我们的结果表明,除了BW,FFM反映的身体组成也可能与利福平的优化剂量相关。这一假设需要在利福平治疗的患者中进一步研究。
    OBJECTIVE: Currently, body weight-based dosing of rifampicin is recommended. But lately, fat-free mass (FFM) was reported to be superior to body weight (BW). The present evaluation aimed to assess the influence of body mass-related covariates on rifampicin\'s pharmacokinetics (PK) parameters in more detail using non-linear mixed effects modeling (NLMEM).
    METHODS: Twenty-four healthy Caucasian volunteers were enrolled in a bioequivalence study, each receiving a test and a reference tablet of 600 mg of rifampicin separated by a wash-out period of at least 9 days. Monolix version 2023R1 was used for NLMEM. Monte Carlo simulations (MCS) were performed to visualize the relationship of body size descriptors to the exposure to rifampicin.
    RESULTS: A one-compartment model with nonlinear (Michaelis-Menten) elimination and zero-order absorption kinetics with a lag time best described the data. The covariate model including fat-free mass (FFM) on volume of distribution (V/F) and on maximum elimination rate (Vmax/F) lowered the objective function value (OFV) by 56.4. The second-best covariate model of sex on V/F and Vmax/F and BW on V/F reduced the OFV by 51.2. The decrease in unexplained inter-individual variability on Vmax/F in both covariate models was similar. For a given dose, MCS showed lower exposure to rifampicin with higher FFM and accordingly in males compared to females with the same BW and body height.
    CONCLUSIONS: Our results indicate that beyond BW, body composition as reflected by FFM could also be relevant for optimized dosing of rifampicin. This assumption needs to be studied further in patients treated with rifampicin.
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  • 文章类型: Journal Article
    结核分枝杆菌耐药性的趋势和危险因素(M.结核病)在人类免疫缺陷病毒(HIV)感染的活动性结核病患者中进行了分析。收集2010年至2022年在上海市公共卫生临床中心接受治疗的结核分枝杆菌和HIV合并感染患者的临床资料。通过固体或液体培养证实了结核病的诊断。采用比例法进行表型药敏试验,并对一线和二线药物的耐药性进行分析。采用Logistic回归分析确定结核分枝杆菌耐药的相关危险因素。在304例结核分枝杆菌培养和一线药敏试验结果阳性的患者中,114(37.5%)对至少一种一线抗结核药物耐药。93例患者一线和二线药敏试验结果,40人(43%)对至少一种抗结核药物耐药,和20(21.5%),27(29.0%),19(20.4%),16(17.2%),14人(15.1%)对利福平有抗性,链霉素,氧氟沙星,左氧氟沙星,和莫西沙星,分别;17例患者(18.3%)患有耐多药结核病(MDR-TB).在2010年至2021年之间,对链霉素和利福平的耐药率为14.3%至40.0%和8.0%至26.3%,分别,呈逐年上升趋势。2016年至2021年,喹诺酮类药物耐药率在7.7%至27.8%之间波动,总体呈上升趋势。Logistic回归分析显示,年龄<60岁是链霉素耐药的危险因素,单药耐药,和任何耐药性(RR4.139,p=0.023;RR7.734,p=0.047;RR3.733,p=0.009)。复治结核病是利福平耐药的危险因素,氧氟沙星,左氧氟沙星(RR2.984,p=0.047;RR4.517,p=0.038;RR6.277,p=0.014)。HIV/AIDS患者结核分枝杆菌对利福平和喹诺酮类药物的耐药率较高,且呈逐年上升趋势。年龄和既往抗结核治疗史是HIV/AIDS合并结核病患者耐药发展的主要因素。
    Trends in and risk factors for drug resistance in Mycobacterium tuberculosis (M. tuberculosis) in human immunodeficiency virus (HIV)-infected patients with active tuberculosis were analyzed. The clinical data of M. tuberculosis and HIV-coinfected patients treated at the Shanghai Public Health Clinical Center between 2010 and 2022 were collected. The diagnosis of tuberculosis was confirmed by solid or liquid culture. The phenotypic drug susceptibility test was carried out via the proportional method, and the resistance to first-line and second-line drugs was analyzed. Logistic regression analysis was performed to identify associated risk factors for drug resistance in M. tuberculosis. Of the 304 patients with a M. tuberculosis-positive culture and first-line drug susceptibility test results, 114 (37.5%) were resistant to at least one first-line anti-tuberculosis drug. Of the 93 patients with first-line and second-line drug susceptibility test results, 40 (43%) were resistant to at least one anti-tuberculosis drug, and 20 (21.5%), 27 (29.0%), 19 (20.4%), 16 (17.2%), and 14 (15.1%) were resistant to rifampicin, streptomycin, ofloxacin, levofloxacin, and moxifloxacin, respectively; 17 patients (18.3%) had multidrug-resistant tuberculosis (MDR-TB). Between 2010 and 2021, the rate of resistance to streptomycin and rifampicin ranged from 14.3% to 40.0% and from 8.0% to 26.3%, respectively, showing an increasing trend year by year. From 2016 to 2021, the rate of resistance to quinolones fluctuated between 7.7% and 27.8%, exhibiting an overall upward trend. Logistic regression analysis showed that being aged <60 years old was a risk factor for streptomycin resistance, mono-drug resistance, and any-drug resistance (RR 4.139, p = 0.023; RR 7.734, p = 0.047; RR 3.733, p = 0.009). Retreatment tuberculosis was a risk factor for resistance to rifampicin, ofloxacin, of levofloxacin (RR 2.984, p = 0.047; RR 4.517, p = 0.038; RR 6.277, p = 0.014). The drug resistance rates of M. tuberculosis to rifampicin and to quinolones in HIV/AIDS patients were high and have been increasing year by year. Age and a history of previous anti-tuberculosis treatment were the main factors associated with the development of drug resistance in HIV/AIDS patients with tuberculosis.
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  • 文章类型: Journal Article
    桃树是一种重要的害虫,对几乎所有目前使用的杀虫产品都产生了抗性。使用杀虫剂增效剂是管理这种抗性需要开发的有效策略之一。我们的研究表明,用抗生素联合治疗,利福平,与吡虫啉,cyantraniliprole,或clothianidin显着增加了它们对persicae的毒性,2.72、3.59和2.41倍,分别。利福平处理导致多功能氧化酶(32.64%)和酯酶(23.80%)的活性显着降低,随着CYP6CY3基因的表达减少(减少58.57%)。这也对蚜虫的健康产生了负面影响,包括体重,寿命,后代的数量,和发育持续时间的延长。此外,生物测定表明,利福平和解毒酶抑制剂的组合,胡椒基丁醚,或CYP6CY3的dsRNA进一步显着提高了吡虫啉对桃丝的毒性,由6.19倍和7.55倍,分别。本研究表明,开发活性成分如利福平作为候选增效剂,有望克服蚜虫对杀虫剂的代谢抗性。
    Myzus persicae is an important pest that has developed resistance to nearly all currently used insecticidal products. The employment of insecticide synergists is one of the effective strategies that need to be developed for the management of this resistance. Our study showed that treatment with a combination of the antibiotic, rifampicin, with imidacloprid, cyantraniliprole, or clothianidin significantly increased their toxicities against M. persicae, by 2.72, 3.59, and 2.41 folds, respectively. Rifampicin treatment led to a noteworthy reduction in the activities of multifunctional oxidases (by 32.64%) and esterases (by 23.80%), along with a decrease in the expression of the CYP6CY3 gene (by 58.57%) in M. persicae. It also negatively impacted the fitness of the aphids, including weight, life span, number of offspring, and elongation of developmental duration. In addition, bioassays showed that the combination of rifampicin and a detoxification enzyme inhibitor, piperonyl butoxide, or dsRNA of CYP6CY3 further significantly improved the toxicity of imidacloprid against M. persicae, by 6.19- and 7.55-fold, respectively. The present study suggests that development of active ingredients such as rifampicin as candidate synergists, show promise to overcome metabolic resistance to insecticides in aphids.
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  • 文章类型: Journal Article
    利福平是治疗结核病最有效的一线抗生素,是由结核分枝杆菌引起的.尽管从临床结核分枝杆菌分离株的测序数据中积累的证据表明,利福平耐药决定区(RRDR)的突变与利福平耐药密切相关,赋予这种抗性的RRDR多态性的全面表征仍然具有挑战性.通过合并I-SceI位点以去除基于I-SceI的积分,并利用L5交换策略,我们用替代等位基因有效地替换了整合的质粒,使分枝杆菌中的大量等位基因交换变得可行。使用该方法建立与健身相关的功能增益屏幕,我们产生了一个包含RRDR中所有单氨基酸突变的突变文库,并鉴定了对应于一些众所周知的利福平抗性突变(Q513、D516、S522、H525、R529、S531)的重要位置。我们还检测到位于RRDR中的新型两点突变在存在或不存在利福平的情况下赋予耻垢分枝杆菌适应性优势。我们的方法提供了对RRDR突变体的生长表型的全面了解,并应促进抗结核药物的开发。
    Rifampicin is the most powerful first-line antibiotic for tuberculosis, which is caused by Mycobacterium tuberculosis. Although accumulating evidence from sequencing data of clinical M. tuberculosis isolates suggested that mutations in the rifampicin-resistance-determining region (RRDR) are strongly associated with rifampicin resistance, the comprehensive characterisation of RRDR polymorphisms that confer this resistance remains challenging. By incorporating I-SceI sites for I-SceI-based integrant removal and utilizing an L5 swap strategy, we efficiently replaced the integrated plasmid with alternative alleles, making mass allelic exchange feasible in mycobacteria. Using this method to establish a fitness-related gain-of function screen, we generated a mutant library that included all single-amino-acid mutations in the RRDR, and identified the important positions corresponding to some well-known rifampicin-resistance mutations (Q513, D516, S522, H525, R529, S531). We also detected a novel two-point mutation located in the RRDR confers a fitness advantage to M. smegmatis in the presence or absence of rifampicin. Our method provides a comprehensive insight into the growth phenotypes of RRDR mutants and should facilitate the development of anti-tuberculosis drugs.
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  • 文章类型: Journal Article
    利福平(RIF)是一种广谱抗微生物剂,也是治疗结核病(TB)的一线药物。基于RIF的萘环结构,本研究合成了16种特异性抗结核分枝杆菌(Mtb)的窄谱抗菌分子。最有效的候选物是2-((6-羟基萘-2-基)亚甲基)肼-1-硫代甲酰胺(化合物3c),对Mtb的最小抑制浓度(MIC)为1μg/mL。协同抗Mtb试验表明3c与主要抗TB药物的组合都不是拮抗的。与RIF一致,化合物3c在Mtb细胞中诱导大量活性氧自由基(ROS)。化合物3c和RIF的杀伤动力学非常相似。此外,分子对接显示化合物3c能够进入MtbRNA聚合酶(RNAP)β亚基的RIF结合口袋。小鼠实验表明,化合物3c增加了小鼠肠道菌群的多样性,RIF显著降低小鼠肠道菌群多样性。此外,化合物3c对动物细胞无毒,选择指数(SI)远高于10。这项研究的证据表明,3c的进一步开发可能有助于开发新型结核病治疗药物。
    Rifampicin (RIF) is a broad-spectrum antimicrobial agent that is also a first-line drug for treating tuberculosis (TB). Based on the naphthyl ring structure of RIF this study synthesized 16 narrow-spectrum antimicrobial molecules that were specifically anti-Mycobacterium tuberculosis (Mtb). The most potent candidate was 2-((6-hydroxynaphthalen-2-yl) methylene) hydrazine-1-carbothioamide (compound 3c) with minimum inhibitory concentration (MIC) of 1 μg/mL against Mtb. Synergistic anti-Mtb test indicated that none of the combinations of 3c with the major anti-TB drugs are antagonistic. Consistent with RIF, compound 3c induced large amounts of reactive oxygen radicals (ROS) in the cells of Mtb. The killing kinetics of compound 3c and RIF are very similar. Furthermore, molecular docking showed that compound 3c was able to access the RIF binding pocket of the β subunit of Mtb RNA polymerase (RNAP). Experiments in mice showed that compound 3c increased the variety of intestinal flora in mice, while RIF significantly decreased the diversity of intestinal flora in mice. In addition, compound 3c is non-toxic to animal cells with a selection index (SI) much more than 10. The evidence from this study suggests that the further development of 3c could contribute to the development of novel drug for TB treatment.
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  • 文章类型: Journal Article
    目的:建立半机械的肝房室模型来预测利福平的作用,一种已知的CYP3A4酶诱导剂,关于五种药物的代谢,希望告知剂量调整以避免潜在的药物相互作用。
    方法:对符合特定标准的利福平和CYP底物之间相互作用的DDI研究进行了检索,包括血浆浓度-时间曲线的可用性,物理和吸收参数,药代动力学参数,以及以治疗剂量使用健康受试者。本研究中使用的半机械模型是在前人的基础上改进的,纳入其他参数,如人口数据(特别是针对中国人和高加索人),虚拟个体,性别分布,年龄范围,给药时间点,和变异系数。
    结果:通过临床数据验证,为我们的半机械模型确定了最佳参数,导致模拟值和观察值之间的最大差异约为2倍。健康受试者的PK数据用于大多数CYP3A4底物,除了gilteritinib,患者和健康受试者之间没有显着差异。吉利替尼与利福平共同给药的剂量调整需要初始剂量的3倍增加,而其他底物被进一步调整以实现所需的药物暴露。
    结论:当受到利福平的影响时,CYP3A4代谢药物的药代动力学参数AUCR和CmaxR,由半机械模型预测为经验观察值的大约两倍,这表明半机械模型能够合理地模拟效果。通过模拟调整四种药物的剂量以减少利福平相互作用。
    OBJECTIVE: To develop a semi-mechanistic hepatic compartmental model to predict the effects of rifampicin, a known inducer of CYP3A4 enzyme, on the metabolism of five drugs, in the hope of informing dose adjustments to avoid potential drug-drug interactions.
    METHODS: A search was conducted for DDI studies on the interactions between rifampicin and CYP substrates that met specific criteria, including the availability of plasma concentration-time profiles, physical and absorption parameters, pharmacokinetic parameters, and the use of healthy subjects at therapeutic doses. The semi-mechanistic model utilized in this study was improved from its predecessors, incorporating additional parameters such as population data (specifically for Chinese and Caucasians), virtual individuals, gender distribution, age range, dosing time points, and coefficients of variation.
    RESULTS: Optimal parameters were identified for our semi-mechanistic model by validating it with clinical data, resulting in a maximum difference of approximately 2-fold between simulated and observed values. PK data of healthy subjects were used for most CYP3A4 substrates, except for gilteritinib, which showed no significant difference between patients and healthy subjects. Dose adjustment of gilteritinib co-administered with rifampicin required a 3-fold increase of the initial dose, while other substrates were further tuned to achieve the desired drug exposure.
    CONCLUSIONS: The pharmacokinetic parameters AUCR and CmaxR of drugs metabolized by CYP3A4, when influenced by Rifampicin, were predicted by the semi-mechanistic model to be approximately twice the empirically observed values, which suggests that the semi-mechanistic model was able to reasonably simulate the effect. The doses of four drugs adjusted via simulation to reduce rifampicin interaction.
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