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Acid-suppressive effect of tegoprazan 12.5 mg BID: a phase 1 comparative study with tegoprazan 25 mg QD and famotidine 20 mg BID. 替格拉赞12.5 mg BID的抑酸作用:与替格拉赞25 mg QD和法莫替丁20 mg BID的一期比较研究。
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-01 Epub Date: 2025-12-18 DOI: 10.12793/tcp.2025.33.e18
Ho-Sook Kim, Young-Kyung Choi, Minkyung Oh, Yong-Soon Cho, Jong-Lyul Ghim

Tegoprazan is a potassium-competitive acid blocker that directly inhibits the gastric proton pump, whereas famotidine is a histamine-2 receptor antagonist that indirectly suppresses acid secretion with known tolerance to repeated dosing. This phase 1 study evaluated the pharmacokinetics, pharmacodynamics, and safety of tegoprazan 12.5 mg twice daily (BID) compared with tegoprazan 25 mg once daily (QD) and famotidine 20 mg BID in healthy subjects. Thirty-six participants were randomized to one of the 3 regimens for 14 days. In pharmacokinetic analysis, tegoprazan 12.5 mg BID showed lower steady-state Cmax but higher trough concentrations than 25 mg QD, while overall systemic exposure was comparable, with a Day 14 geometric mean ratio for area under the concentration-time curve over 24 hours of 1.08 (90% confidence interval, 0.85-1.36). Pharmacodynamic assessment using 24-hour intragastric pH monitoring demonstrated superior and sustained acid suppression with tegoprazan 12.5 mg BID. On Day 14, the percentage of time with intragastric pH > 3 over 24 hours was 75.1% with tegoprazan 12.5 mg BID, compared with 55.4% with 25 mg QD and 40.3% with famotidine. Both tegoprazan regimens maintained relatively consistent acid suppression from Day 1 to Day 14 (71.8% to 75.1% and 56.4% to 55.4%), whereas famotidine showed a decline (65.3% to 40.3%). Similar time-dependent patterns were observed during the nighttime period and in the supine position. Tegoprazan 12.5 mg BID was well tolerated, with no adverse events reported in this group. These findings suggest that low-dose tegoprazan 12.5 mg BID provides safe and sustained acid suppression.

替戈拉散是一种钾竞争性酸阻滞剂,可直接抑制胃质子泵,而法莫替丁是一种组胺-2受体拮抗剂,可间接抑制酸分泌,已知可耐受重复给药。本一期研究评估了12.5 mg每天两次(BID)的替格拉赞与25 mg每天一次(QD)和20 mg每天一次(BID)的替格拉赞在健康受试者中的药代动力学、药效学和安全性。36名参与者被随机分配到三种方案中的一种,为期14天。在药代动力学分析中,替格拉赞12.5 mg BID比25 mg QD显示出更低的稳态Cmax,但更高的谷浓度,而整体系统暴露可比较,第14天24小时浓度-时间曲线下面积的几何平均比为1.08(90%置信区间,0.85-1.36)。24小时胃内pH监测的药效学评估显示,替戈拉赞12.5 mg BID具有优越且持续的抑酸作用。第14天,替格拉赞12.5 mg BID组24小时内胃内pH为bb0.3的时间百分比为75.1%,而替格拉赞25 mg BID组为55.4%,法莫替丁组为40.3%。从第1天到第14天,两种替戈拉散方案均保持相对一致的抑酸作用(71.8%至75.1%和56.4%至55.4%),而法莫替丁则呈现下降(65.3%至40.3%)。在夜间和仰卧位时也观察到类似的时间依赖模式。替戈拉赞12.5 mg BID耐受性良好,该组无不良事件报告。这些发现表明,低剂量替格拉赞12.5 mg BID可提供安全和持续的抑酸作用。
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引用次数: 0
Comparative effectiveness of long-term anti-obesity medications in routine clinical practice: a retrospective cohort study using real-world data. 长期抗肥胖药物在常规临床实践中的比较有效性:一项使用真实世界数据的回顾性队列研究
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-01 Epub Date: 2025-12-18 DOI: 10.12793/tcp.2025.33.e20
Chul-Gyu Kim, Jung-Min Koh, Kyun-Seop Bae

Orlistat, phentermine/topiramate, and liraglutide are widely used obesity pharmacotherapies, but comparative data from Asian real-world settings remain limited. We compared their effects on body weight, glycemic control, and persistence. We performed a retrospective cohort study using electronic health records from a tertiary hospital in Korea. Adults prescribed orlistat, phentermine/topiramate, or liraglutide between 2018 and 2025 were included. The primary endpoint was percentage weight change at 6 months. Secondary endpoints were the proportions achieving ≥5% and ≥10% weight loss, weight change at 3, 6, and 12 months, change in HbA1c, and 12-month treatment persistence. We applied multivariable linear and logistic regression, linear mixed-effects models, propensity score-weighted models, and Kaplan-Meier and restricted mean survival time (RMST) methods. Among 1,910 treatment episodes, 505 involved orlistat, 777 phentermine/topiramate, and 628 liraglutide. Phentermine/topiramate showed greater mean percentage weight loss at 6 months than orlistat (adjusted difference, -1.59 percentage points; p < 0.001), whereas liraglutide produced similar weight loss to orlistat. The odds of achieving ≥5% weight loss were higher with phentermine/topiramate than with orlistat (adjusted odds ratio, 2.21), while liraglutide showed a smaller effect. Liraglutide tended to reduce HbA1c more than orlistat, but this difference was attenuated after propensity score weighting. Twelve-month treatment persistence and RMST were lower with liraglutide than with the oral agents. In this real-world cohort, phentermine/topiramate achieved the most pronounced and sustained weight loss. Liraglutide and orlistat produced similar overall weight reduction, but liraglutide showed lower long-term persistence.

奥利司他、芬特明/托吡酯和利拉鲁肽是广泛使用的肥胖药物治疗,但来自亚洲现实环境的比较数据仍然有限。我们比较了它们对体重、血糖控制和持久性的影响。我们使用韩国一家三级医院的电子健康记录进行了一项回顾性队列研究。纳入2018年至2025年间处方奥利司他、芬特明/托吡酯或利拉鲁肽的成年人。主要终点是6个月时体重变化百分比。次要终点是体重减轻≥5%和≥10%的比例,3个月、6个月和12个月时的体重变化,HbA1c的变化以及12个月的治疗持久性。我们应用了多变量线性和逻辑回归、线性混合效应模型、倾向评分加权模型、Kaplan-Meier和限制平均生存时间(RMST)方法。在1910次治疗中,505次使用奥利司他,777次使用芬特明/托吡酯,628次使用利拉鲁肽。芬特明/托吡酯在6个月时比奥利司他表现出更大的平均体重减轻百分比(调整后的差异为-1.59个百分点;p < 0.001),而利拉鲁肽的体重减轻效果与奥利司他相似。芬特明/托吡酯获得≥5%体重减轻的几率高于奥利司他(调整后的优势比为2.21),而利拉鲁肽的效果较小。利拉鲁肽比奥利司他更倾向于降低HbA1c,但这种差异在倾向评分加权后减弱。利拉鲁肽治疗12个月的持久性和RMST低于口服药物。在这个现实世界的队列中,芬特明/托吡酯取得了最显著和持续的体重减轻。利拉鲁肽和奥利司他的总体减重效果相似,但利拉鲁肽的长期持久性较低。
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引用次数: 0
A review of clinical pharmacology considerations in antibody-drug conjugates approved by the US Food and Drug Administration between 2000 and 2025. 2000年至2025年间美国食品和药物管理局批准的抗体-药物偶联物的临床药理学回顾
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-01 Epub Date: 2025-12-23 DOI: 10.12793/tcp.2025.33.e21
Seoyoung Koo, Chae Yeon Kim, Jeong-Hyeon Lim, Eunyoung Lee, In Young Kim, Young G Shin, Hanlim Moon

Antibody-drug conjugates (ADCs) represent a promising class of anticancer therapies with rapidly expanding development. However, regulatory approval remains complex due to their unique pharmacological properties. We systematically analyzed U.S. Food and Drug Administration (FDA)'s clinical pharmacology considerations across all approved ADCs to identify consistent regulatory patterns and inform future development strategies. We comprehensively reviewed 13 FDA-approved ADCs as of March 2025, examining clinical pharmacology and/or multidisciplinary reviews from Drugs@FDA. Six key parameters from the FDA's Clinical Pharmacology Considerations for Antibody-Drug Conjugates: Guidance for Industry (2024) were evaluated: bioanalytical methods, exposure-response relationships, intrinsic factors, extrinsic factors, QTc prolongation, and immunogenicity. For each parameter, we assessed: 1) submission completeness, 2) FDA's assessment, and 3) whether they led to regulatory actions such as post-marketing requirements/commitments (PMRs/PMCs). All 6 clinical pharmacology considerations were consistently applied throughout ADC approval history, well before the issuance of formal guidance. The FDA maintained particularly rigorous standards across a few critical domains. Exposure-response interpretation considering critical safety issues, intrinsic factor analyses-particularly hepatic impairment and racial variations-and validated immunogenicity assays including the neutralizing antibody emerged as primary scrutiny points. These factors repeatedly triggered similar PMRs/PMCs across multiple ADCs, underscoring their regulatory significance. Core clinical pharmacology parameters consistently shape FDA assessments of ADCs. Proactive alignment with regulatory expectations can streamline development, mitigate potential delays, and reduce post-marketing obligations. Our historical analysis provides strategic insights that may support clinical investigators for optimizing future ADC development.

抗体-药物偶联物(adc)是一类有前景的抗癌疗法,发展迅速。然而,由于其独特的药理特性,监管部门的批准仍然很复杂。我们系统地分析了美国食品和药物管理局(FDA)对所有批准的adc的临床药理学考虑,以确定一致的监管模式,并为未来的发展战略提供信息。截至2025年3月,我们全面审查了13种fda批准的adc,审查了Drugs@FDA的临床药理学和/或多学科审查。评估了FDA《抗体-药物偶联物的临床药理学考虑:行业指南(2024)》中的六个关键参数:生物分析方法、暴露-反应关系、内在因素、外在因素、QTc延长和免疫原性。对于每个参数,我们评估了:1)提交完整性,2)FDA的评估,以及3)它们是否导致监管行动,如上市后要求/承诺(PMRs/ pmc)。在正式指南发布之前,所有6项临床药理学考虑因素在整个ADC批准历史中一直得到应用。FDA在几个关键领域保持了特别严格的标准。暴露-反应解释考虑到关键的安全问题,内在因素分析-特别是肝损伤和种族差异-以及包括中和抗体在内的验证免疫原性分析成为主要审查点。这些因素在多个adc中反复触发类似的pmr / pmc,强调了它们的监管意义。核心临床药理学参数始终影响FDA对adc的评估。主动与监管期望保持一致可以简化开发,减轻潜在的延迟,并减少上市后的义务。我们的历史分析提供了战略见解,可以支持临床研究人员优化未来的ADC开发。
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引用次数: 0
Sex differences in efficacy/safety of anti-amyloid-beta monoclonal antibodies for the treatment of Alzheimer's disease. 抗淀粉样蛋白- β单克隆抗体治疗阿尔茨海默病疗效/安全性的性别差异
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-01 Epub Date: 2025-12-18 DOI: 10.12793/tcp.2025.33.e19
SoHyeon Lim, Hyun-Woo Lee, Siyeon Yoon, Ji Won Han, Jae-Yong Chung, Seonghae Yoon

Alzheimer's disease (AD) is the most common cause of dementia. AD exhibits notable sex-related disparities in prevalence, progression, and treatment response. With the recent approval of anti-amyloid-beta monoclonal antibodies-aducanumab, lecanemab, and donanemab-understanding sex differences in their clinical effects has become increasingly relevant. This review article investigates sex differences in the pharmacokinetics, efficacy, and safety of aducanumab, lecanemab, and donanemab and discusses the possible mechanism underlying the observed differences. Although sex-specific analyses were largely underreported in clinical trials, population pharmacokinetic models identified sex as a covariate affecting clearance and volume of distribution for aducanumab and lecanemab and higher exposure to lecanemab was predicted for females. Subgroup analyses of phase 3 trials revealed that males tended to experience greater benefit from aducanumab and lecanemab, whereas females showed better response to donanemab. The overall incidence of adverse events, including amyloid-related imaging abnormalities, did not show significant differences between sexes. Potential mechanisms underlying these differences include sex-related variations in blood-brain barrier permeability, apolipoprotein E4-associated neuroinflammatory responses, and baseline disease characteristics. These findings underscore the need for future AD clinical trials to incorporate sex-based analyses and to consider sex as a key factor in optimizing treatment strategies.

阿尔茨海默病(AD)是痴呆症最常见的原因。AD在患病率、进展和治疗反应方面表现出显著的性别差异。随着最近抗淀粉样蛋白- β单克隆抗体(aducanumab, lecanemab和donanemab)的批准,了解其临床效果的性别差异变得越来越重要。这篇综述研究了aducanumab、lecanemab和donanemab在药代动力学、疗效和安全性方面的性别差异,并讨论了观察到差异的可能机制。尽管在临床试验中,性别特异性分析在很大程度上被低估,但群体药代动力学模型将性别确定为影响aducanumab和lecanemab清除率和分布量的协变量,并且预测女性对lecanemab的暴露率更高。3期试验的亚组分析显示,男性倾向于从aducanumab和lecanemab中获得更大的益处,而女性则对donanemab表现出更好的反应。不良事件的总体发生率,包括淀粉样蛋白相关的影像学异常,在性别之间没有显着差异。这些差异的潜在机制包括血脑屏障通透性的性别相关变异、载脂蛋白e4相关的神经炎症反应和基线疾病特征。这些发现强调了未来的阿尔茨海默病临床试验需要纳入基于性别的分析,并将性别作为优化治疗策略的关键因素。
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引用次数: 0
Serum IGF-1 and IGFBP-3 levels in healthy Korean men aged 19-40 years: a cross-sectional analysis of reference ranges and seasonal variation. 19-40岁韩国健康男性血清IGF-1和IGFBP-3水平:参考范围和季节变化的横断面分析
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-01 Epub Date: 2025-09-25 DOI: 10.12793/tcp.2025.33.e13
Soo-Min Jung, Shi-Hyang Lee, Hyoeun Lee, Eun Na Kim, Kyun-Seop Bae

Serum insulin-like growth factor 1 (IGF-1) and insulin-like growth factor binding protein 3 (IGFBP-3) levels are regulated by growth hormone, nutritional status, and other endocrine factors, and are implicated in aging, metabolic disorders, and malignancies. Establishing appropriate reference ranges for these biomarkers is essential for safety monitoring and pharmacodynamic assessments in clinical trials. Although various detection methods-including enzyme-linked immunosorbent assay, chemiluminescence immunoassay, radioimmunoassay, and immunoradiometric assay (IRMA)-are available, defining reliable reference intervals remains challenging due to variability linked to age, sex, season, and assay methodology. IRMA manufacturers typically provide generalized reference values and recommend that laboratories establish context-specific ranges; however, data from healthy adult populations are limited. We analyzed data from 255 self-reported healthy Korean men aged 19-40 years using the IRMA method and R software. Age-specific reference ranges and standardized centile curves for serum IGF-1 and IGFBP-3 were established. Both biomarkers demonstrated significant seasonal variation, with notable differences observed among spring, autumn, and winter groups. This study presents a method for establishing institution-specific reference ranges and highlights the importance of considering seasonal variations to help reduce unnecessary dropouts during clinical trials.

血清胰岛素样生长因子1 (IGF-1)和胰岛素样生长因子结合蛋白3 (IGFBP-3)水平受生长激素、营养状况和其他内分泌因素的调节,并与衰老、代谢紊乱和恶性肿瘤有关。为这些生物标志物建立适当的参考范围对于临床试验中的安全性监测和药效学评估至关重要。尽管有多种检测方法,包括酶联免疫吸附测定法、化学发光免疫测定法、放射免疫测定法和免疫放射测定法(IRMA),但由于年龄、性别、季节和测定方法的差异,确定可靠的参考区间仍然具有挑战性。IRMA制造商通常提供一般参考值,并建议实验室建立特定环境的范围;然而,来自健康成人人群的数据有限。我们使用IRMA方法和R软件分析了255名自我报告的19-40岁健康韩国男性的数据。建立血清IGF-1和IGFBP-3的年龄特异性参考范围和标准化百分位曲线。这两种生物标志物都表现出显著的季节变化,在春季、秋季和冬季组中观察到显著差异。本研究提出了一种建立机构特定参考范围的方法,并强调了考虑季节变化的重要性,以帮助减少临床试验期间不必要的退出。
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引用次数: 0
Application of population pharmacokinetic modeling of SVG-101 to evaluate proper dose selection. 应用SVG-101群体药代动力学模型评价剂量选择。
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-01 Epub Date: 2025-09-26 DOI: 10.12793/tcp.2025.33.e14
Kyoung Hoon Mo, Dongwoo Chae, Yun Seob Jung, Byung Hak Jin, Do Hoon Keum, Min Kyu Choi, Jun Seok Cha, Min Soo Park, Choon Ok Kim

Everolimus, an inhibitor of the mammalian target of the rapamycin signaling pathway, is used to treat tuberous sclerosis complex (TSC), certain cancers, and organ transplantation. Although a dispersible formulation has been approved for pediatric patients with TSC-associated seizures, no dispersible everolimus formulation has been approved for adults with swallowing difficulties. This study aimed to evaluate the pharmacokinetics (PK) of a newly developed dispersible everolimus tablet (SVG101) in healthy adult males and determine an optimal dosing regimen to achieve therapeutic trough concentrations. This randomized, open-label, single-dose, 2 × 2 crossover study included 26 healthy Korean males. The participants received either the reference tablet or SVG101, with a minimum 10-day washout period between treatments. Blood samples were collected up to 144 hours post-dosing. Population PK modeling was performed using a two-compartment model with dual absorption kinetics (zero-order kinetics, followed by first-order kinetics with lag time). The model evaluation demonstrated good agreement between the observed and predicted concentrations, with no significant covariates identified. Simulation of steady-state trough concentrations indicated that daily doses of 3-4 mg of dispersible everolimus resulted in trough levels within the therapeutic range (5-15 ng/mL), whereas the 5 mg dose exceeded this range. These findings suggest that a daily dose of 3-4 mg is appropriate to maintain target trough concentrations in adults. This study supports the development of a dispersible everolimus formulation for adults with swallowing difficulties that can improve adherence and clinical outcomes. Further studies involving diverse patient populations are required to confirm these findings.

依维莫司是哺乳动物雷帕霉素信号通路靶点的抑制剂,用于治疗结节性硬化症(TSC)、某些癌症和器官移植。尽管一种分散制剂已被批准用于tsc相关癫痫发作的儿科患者,但尚未批准用于吞咽困难的成人患者的分散依维莫司制剂。本研究旨在评估新开发的分散依维莫司片(SVG101)在健康成年男性体内的药代动力学(PK),并确定达到治疗谷浓度的最佳给药方案。这项随机、开放标签、单剂量、2 × 2交叉研究纳入了26名健康的韩国男性。参与者接受参照片或SVG101,两次治疗之间至少有10天的洗脱期。在给药后144小时采集血液样本。种群PK模型采用双室模型,具有双重吸收动力学(零级动力学,其次是带滞后时间的一阶动力学)。模型评估表明,观测到的浓度和预测的浓度之间有很好的一致性,没有发现显著的协变量。稳态谷浓度模拟表明,每日剂量3-4 mg分散依维莫司导致谷水平在治疗范围内(5-15 ng/mL),而5 mg剂量超过了这个范围。这些发现表明,维持成人目标谷浓度的日剂量为3-4毫克是合适的。这项研究支持开发一种可分散的依维莫司制剂,用于吞咽困难的成人,可以改善依从性和临床结果。需要对不同患者群体进行进一步的研究来证实这些发现。
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引用次数: 0
Comments on "Implementation of Miettinen-Nurminen score method with or without stratification in R" by Lee MH and Bae KS (2022). 对Lee MH和Bae KS(2022)“有或没有R分层的Miettinen-Nurminen评分法的实施”的评论。
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-01 Epub Date: 2025-09-16 DOI: 10.12793/tcp.2025.33.e12
Peter J Laud
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引用次数: 0
Decoding the EPAR scientific assessment for clinical practice: a tutorial using tislelizumab in NSCLC. 解码临床实践的EPAR科学评估:在非小细胞肺癌中使用tislelizumab的教程。
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-01 Epub Date: 2025-09-30 DOI: 10.12793/tcp.2025.33.e17
Tae Min Kim

European Public Assessment Reports (EPARs) are among the most scientifically rigorous sources available for evaluating newly approved oncology therapeutics, yet their complexity often limits clinical use. This tutorial aims to equip practicing oncologists and clinical pharmacologists with practical strategies for extracting actionable insights from EPARs. Using the regulatory assessment of tislelizumab in non-small cell lung cancer as an exemplar, this tutorial provides a structured framework for navigating EPAR content and translating technical findings into clinical practice. The analysis highlights how the EMA evaluates molecular design, pharmacokinetic modeling, exposure-response relationships, and safety data to guide therapeutic decisions. The tutorial illustrates how population pharmacokinetics informed the adoption of flat dosing, how exposure-efficacy analyses were interpreted in light of confounding by disease severity, and how differential indication approvals were justified by benefit-risk analyses. Mastering EPAR review enables clinicians to refine patient selection, anticipate pharmacologic variability, and better understand the scientific rationale behind a therapeutic label. This framework supports more informed, evidence-based prescribing decisions across oncology practice.

欧洲公共评估报告(EPARs)是评估新批准的肿瘤治疗药物最科学严谨的来源之一,但其复杂性往往限制了临床应用。本教程旨在为执业肿瘤学家和临床药理学家提供实用的策略,以从epar中提取可操作的见解。以tislelizumab在非小细胞肺癌中的监管评估为例,本教程提供了一个结构化的框架,用于导航EPAR内容并将技术发现转化为临床实践。该分析强调了EMA如何评估分子设计、药代动力学建模、暴露-反应关系和安全性数据,以指导治疗决策。本教程阐述了群体药代动力学如何指导平坦剂量的采用,如何根据疾病严重程度的混淆解释暴露-疗效分析,以及如何通过获益-风险分析来证明差异适应症批准的合理性。掌握EPAR审查使临床医生能够完善患者选择,预测药理学变异性,并更好地理解治疗标签背后的科学原理。该框架支持在肿瘤学实践中做出更明智的、基于证据的处方决策。
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引用次数: 0
Identification of biomarkers in gynecologic cancers: a machine learning approach for metabolomics. 妇科癌症生物标志物的鉴定:代谢组学的机器学习方法。
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-01 Epub Date: 2025-09-25 DOI: 10.12793/tcp.2025.33.e15
SangHun Cha, Sang-Min Lee, Kyeong Eun Lee, Min-Gul Kim, Sun-Young Lee, Kwang-Hee Shin

This study aimed to identify the clinical metabolic markers associated with gynecologic cancer (GC) by comparing machine learning (ML) algorithms with orthogonal partial least squares-discriminant analysis (OPLS-DA). Untargeted metabolomic analysis was performed on plasma from 42 patients with GC (24 cervical cancer [CC], 9 endometrial cancer [EC], and 9 ovarian cancer [OC]) and 57 healthy female participants. GC and healthy control groups were classified using OPLS-DA and 8 ML algorithms. The ML algorithm with the best classification performance was used to assess CC, EC, and OC with healthy subjects, and metabolite candidates involved in each GC were selected. Upon comparing the classification model performance between the GC and control groups, random forest (RF) model displayed the best performance with an area under the curve (AUC) of 0.9999. The multi-classification RF model was established to distinguish all 4 groups and was achieved an AUC of 0.8351. The AUCs of the 3 GC subgroup assessment RF models comparing patients with CC, EC, and OC with healthy subjects were 0.9838, 0.7500, and 0.7321, respectively. Plasma concentrations of 2 identified metabolites significantly increased in patients with GCs. Several ML algorithms were used to distinguish GC, showed better performance than conventional OPLS-DA. Proline betaine and lysophosphatidyl ethanolamine (18:0/0:0) selected in RF models were suggested as metabolite candidates associated with GCs.

本研究旨在通过比较机器学习(ML)算法和正交偏最小二乘判别分析(OPLS-DA),识别与妇科癌症(GC)相关的临床代谢标志物。对42例胃癌患者(宫颈癌[CC] 24例,子宫内膜癌[EC] 9例,卵巢癌[OC] 9例)和57名健康女性受试者的血浆进行非靶向代谢组学分析。采用OPLS-DA和8ml算法对GC组和健康对照组进行分类。使用分类性能最好的ML算法对健康受试者进行CC、EC和OC的评估,并选择涉及每种GC的代谢物候选物。对比GC组和对照组的分类模型性能,随机森林(random forest, RF)模型表现最佳,曲线下面积(area under the curve, AUC)为0.9999。建立多分类RF模型对4组进行区分,AUC为0.8351。CC、EC和OC患者与健康人的3个GC亚组评估RF模型的auc分别为0.9838、0.7500和0.7321。两种鉴定代谢物的血浆浓度在GCs患者中显著升高。采用了几种ML算法对GC进行识别,结果表明其性能优于传统的OPLS-DA算法。在RF模型中选择的脯氨酸甜菜碱和溶血磷脂酰乙醇胺(18:0/0:0)被认为是与gc相关的代谢物候选物。
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引用次数: 0
Insight and benefits from vaccine clinical trials with adaptive designs: a scoping review. 具有适应性设计的疫苗临床试验的见解和益处:范围审查。
IF 1.5 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-01 Epub Date: 2025-09-10 DOI: 10.12793/tcp.2025.33.e11
Andrés Mauricio García-Sierra, Luz Adriana Urbina Moreno, Chloe Flanigan, Jose Jimeno, Diana C Rivera-Pinzón

Vaccines are vital to global public health, especially as population growth and climate change increase the risk of infectious disease outbreaks. While randomized controlled trials (RCTs) remain the gold standard for evaluating vaccine safety and efficacy, traditional RCTs often face limitations including time constraints, resource demands, and ethical concerns. Adaptive endpoint-driven trial designs offer a promising alternative by allowing protocol modifications based on interim analyses while preserving scientific validity. Despite their potential, the adoption of such designs in prophylactic vaccine trials remains limited, with few real-world examples. This scoping review investigates the implementation of adaptive endpoint-driven methodologies in prophylactic vaccine RCTs. Using PRISMA-P and Joanna Briggs Institute guidelines, a systematic search was conducted across MEDLINE, Embase, and ClinicalTrials.gov. Eligible studies were Phase I-III vaccine RCTs employing adaptive endpoint-driven strategies. Multiple reviewers independently extracted data and assessed risk of bias, with findings synthesized descriptively. Seven studies met inclusion criteria, demonstrating adaptive methods such as interim analyses, sample size re-estimation, and modification of trial arms. Endpoints were identified through clinical evaluations, laboratory confirmation, and epidemiological surveillance, often supported by digital tools like mobile-based reporting and real-time diagnostics. These approaches enhanced flexibility and operational efficiency but faced challenges including statistical complexity, regulatory constraints, and maintaining control of bias. The findings highlight the emerging utility of adaptive endpoint-driven designs in vaccine research. Future efforts should focus on improving endpoint tools, addressing regulatory concerns, and evaluating how adaptive designs impact approval timelines and public health outcomes.

疫苗对全球公共卫生至关重要,特别是在人口增长和气候变化增加传染病暴发风险的情况下。虽然随机对照试验(rct)仍然是评估疫苗安全性和有效性的金标准,但传统的随机对照试验往往面临时间限制、资源需求和伦理问题等限制。自适应终点驱动试验设计提供了一个有希望的替代方案,允许基于中期分析修改方案,同时保持科学有效性。尽管这种设计具有潜力,但在预防性疫苗试验中采用这种设计仍然有限,现实世界的例子很少。本综述调查了自适应终点驱动方法在预防性疫苗随机对照试验中的应用。使用PRISMA-P和乔安娜布里格斯研究所的指导方针,在MEDLINE、Embase和ClinicalTrials.gov上进行了系统的搜索。符合条件的研究是采用自适应终点驱动策略的I-III期疫苗随机对照试验。多名审稿人独立提取数据并评估偏倚风险,并对结果进行描述性综合。7项研究符合纳入标准,展示了适应性方法,如中期分析、样本量重新估计和试验组修改。通过临床评估、实验室确认和流行病学监测确定终点,通常由移动报告和实时诊断等数字工具提供支持。这些方法提高了灵活性和操作效率,但也面临着包括统计复杂性、监管约束和保持偏见控制在内的挑战。这些发现突出了适应性终点驱动设计在疫苗研究中的新兴效用。未来的工作应侧重于改进终点工具,解决监管问题,并评估适应性设计如何影响批准时间表和公共卫生结果。
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Translational and Clinical Pharmacology
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