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Aspirin and Ticagrelor Versus Aspirin and Clopidogrel or Prasugrel and the Effect on Staphylococcal-associated Infections: A Real-world Study 阿司匹林和替卡格雷与阿司匹林和氯吡格雷或 Pasugrel 相比对葡萄球菌相关感染的影响:一项真实世界研究。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.clinthera.2024.07.001
Hani Essa MD , Wern Yew Ding PhD , Faraz Rana MD , Sizheng Steven Zhao PhD , Matthew Anson MBBS , Philip Austin MRes , Gema Hernández , Pankaj Lal MD , Gregory Y.H. Lip MD , Uazman Alam PhD

Purpose

Antiplatelet therapy is used for the primary and secondary prevention of thrombotic diseases such as acute coronary syndrome (ACS). These patients are more vulnerable to infections, as such, strategies are required to mitigate these risks.

Methods

We conducted a retrospective cohort study using TriNetX, a global federated health research network that includes both inpatient and outpatient electronic medical records from health care organizations worldwide. Patients ≥18 years old, after ACS, who were placed on aspirin and ticagrelor were compared with patients placed on aspirin and clopidogrel or prasugrel. Patients were identified using International Statistical Classification of Diseases and Related Health Problems terminology codes. After propensity score matching (1:1), a total of 239,358 patients were identified in each cohort. The primary outcomes of interest investigated were rates of (1) acute and subacute infective endocarditis, (2) sepsis of unknown origin, (3) staphylococcus arthritis, (4) cellulitis and acute lymphangitis, (5) Staphylococcus aureus bacteremia, and (6) staphylococcal pneumonia after initiation of treatment. Outcomes were analyzed at 1, 3, and 5 years.

Findings

At 5 years, a combination of aspirin and ticagrelor, compared with a combination of aspirin and clopidogrel or prasugrel, was associated with significantly reduced rates of (1) acute and subacute endocarditis (hazard ratio [HR] plus 95% CI) (HR = 0.85; 0.77–0.945; P = 0.030), (2) sepsis of unknown origin (HR = 0.89; 95% CI, 0.86–0.91; P < 0.0001), (3) cellulitis and acute lymphangitis (HR = 0.89; 95% CI, 0.87–0.92; P < 0.0001, and (4) Staphylococcus aureus bacteremia (HR = 0.72; 95% CI, 0.61–0.85; P = 0.0007). However, a combination of aspirin and clopidogrel was associated with a marinally lower risk of staphylococcal pneumonia (HR = 1.04; 95% CI, 1.01–1.062; P < 0.0001).

Implications

A combination of aspirin and ticagrelor is associated with a lower rate of a variety of bacterial infections. This combination warrants further investigation in in-vitro studies to tease out mechanisms and through clinical randomized trials in groups who have ACS and are at high infection risk.

目的:抗血小板疗法用于急性冠状动脉综合征(ACS)等血栓性疾病的一级和二级预防。这些患者更容易受到感染,因此需要采取策略降低这些风险:我们利用 TriNetX 开展了一项回顾性队列研究,TriNetX 是一个全球联合健康研究网络,包括来自全球医疗机构的住院和门诊电子病历。我们将接受阿司匹林和替卡格雷治疗的≥18岁急性心肌梗死患者与接受阿司匹林和氯吡格雷或普拉格雷治疗的患者进行了比较。采用《疾病和相关健康问题国际统计分类》术语代码确定患者身份。经过倾向得分匹配(1:1)后,每个队列中共确定了 239,358 名患者。调查的主要结果包括:(1) 急性和亚急性感染性心内膜炎;(2) 原因不明的败血症;(3) 葡萄球菌关节炎;(4) 蜂窝织炎和急性淋巴管炎;(5) 金黄色葡萄球菌菌血症;(6) 开始治疗后的葡萄球菌肺炎。对 1、3 和 5 年的结果进行了分析:5年后,阿司匹林和替卡格雷的组合与阿司匹林和氯吡格雷或普拉格雷的组合相比,可显著降低(1)急性和亚急性心内膜炎的发生率(危险比 [HR] 加 95% CI)(HR = 0.85; 0.77-0.945; P = 0.030),(2)不明原因的败血症(HR = 0.89; 95% CI, 0.86-0.91; P < 0.0001),(3)蜂窝织炎和急性淋巴管炎(HR = 0.89; 95% CI, 0.87-0.92; P < 0.0001,以及(4)金黄色葡萄球菌菌血症(HR = 0.72; 95% CI, 0.61-0.85; P = 0.0007)。然而,阿司匹林和氯吡格雷联合用药可显著降低葡萄球菌肺炎的风险(HR = 1.04;95% CI,1.01-1.062;P < 0.0001):阿司匹林和替卡格雷联合用药可降低各种细菌感染的发生率。这种组合值得在体外研究中进一步探讨其机制,并在患有 ACS 的高感染风险人群中进行临床随机试验。
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引用次数: 0
Cost-effectiveness of Azvudine for High-risk Outpatients with Mild-to-moderate Coronavirus Disease 2019 in China 阿兹夫定治疗中国 2019 年轻中度冠状病毒病高风险门诊患者的成本效益。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.clinthera.2024.07.009
Hui Yang MD , Zhaojian Wang MPharm , Chunping Wang MS , Ying Zhang MPharm , Sheng Han PhD , Zhuoling An PhD

Purpose

This study aimed to evaluate the cost-effectiveness of Azvudine for the treatment of mild-to-moderate coronavirus disease 2019 in high-risk outpatients using real-world data and relevant references.

Methods

In the decision-tree model, 2 cohorts were organized in a single center to compare the cost-effectiveness between the Azvudine plus symptomatic treatment group and the symptomatic treatment group. We calculated the cost and mortality rate for both groups. The incremental cost-effectiveness ratio was used to illustrate the cost-effectiveness. To assess the uncertainty of the model parameters, we conducted 1-way and probabilistic sensitivity analyses.

Findings

In total, there were 804 outpatients included in the model. Among these, 317 patients received Azvudine plus symptomatic treatment, whereas the remaining 487 participants were treated with symptomatic treatment alone. The costs in the Azvudine and control groups were 1055.48 yuan and 2466.97 yuan and the survival rates were 100.00% and 98.70%, respectively. After calculation, the incremental cost-effectiveness ratio was determined to be −108,817.48 yuan per person. In the section of 1-way and probabilistic sensitivity analyses, Azvudine was still proven to be cost-effective.

Implications

Our results support the usage of Azvudine for the treatment of high-risk outpatients with mild-to-moderate coronavirus disease 2019 from economic perspective.

目的:本研究旨在利用真实世界的数据和相关参考文献,评估阿兹夫定治疗2019年高危门诊患者轻中度冠状病毒病的成本效益:在决策树模型中,在一个中心组织了2个队列,比较阿兹夫定加对症治疗组和对症治疗组的成本效益。我们计算了两组的成本和死亡率。我们使用增量成本效益比来说明成本效益。为了评估模型参数的不确定性,我们进行了单向和概率敏感性分析:共有 804 名门诊患者被纳入模型。其中,317 名患者接受了阿兹夫定加对症治疗,其余 487 名患者仅接受了对症治疗。阿兹夫定组和对照组的成本分别为 1055.48 元和 2466.97 元,生存率分别为 100.00% 和 98.70%。经计算,增量成本效益比为-108817.48 元/人。在单因素和概率敏感性分析中,阿兹夫定仍被证明具有成本效益:我们的研究结果从经济学角度支持使用阿兹夫定治疗2019年轻中度冠状病毒病门诊高危患者。
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引用次数: 0
Cost-effectiveness Analysis of COMT-inhibitors as Adjuvant Treatments to Levodopa in Patients with Advanced Parkinson's Disease 将 COMT 抑制剂作为左旋多巴辅助治疗药物用于晚期帕金森病患者的成本效益分析。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.clinthera.2024.06.016
Nayoung Kwak MS , Myung-Jun Lee MD , Hye-Young Kang PhD , Hankil Lee PhD

Purpose

We aimed to elicit scientific evidence on the cost-effectiveness of two catechol-O-methyltransferase inhibitors (COMT-i) versus no COMT-i in patients with advanced Parkinson's disease.

Methods

A mixed model of the decision tree and a Markov model with three health states by OFF-time level (<25%, ≥25%, and death) was constructed to compare opicapone (OPC), entacapone (ENT), and no COMT-i over a lifetime. A hypothetical cohort of 10,000 patients was created and simulated based on the characteristics of the BIPARK trial subjects.

Findings

Two COMT-i (OPC and ENT) were identified as a cost-effective option compared to no COMT-i. Probabilistic sensitivity analysis showed that over 90% of the simulations proved the robust cost-effectiveness of COMT-i. When the time horizon as the most influential factor decreases to a 5- and 10-year period, COMT-i can be a cost-saving option. Although ENT may be the preferred option over OPC economically because of its lower price, OPC can be acceptable if the drug price is reduced by 17%.

Implications

Add-on treatment with COMT-i in patients with PD receiving levodopa/carbidopa appears to be cost-saving compared with not using COMT-i. In the future, it is necessary to evaluate the economic evaluation of COMT-i based on long-term real-world evidence.

目的:我们旨在为晚期帕金森病患者使用两种儿茶酚-O-甲基转移酶抑制剂(COMT-i)与不使用 COMT-i 的成本效益提供科学证据:方法:采用决策树混合模型和马尔可夫模型,按关机时间水平划分为三种健康状态(结果:两种 COMT-i (OPC-i)和一种 COMT-i (OPC-i)):与不使用 COMT-i 相比,两种 COMT-i(OPC 和 ENT)被确定为具有成本效益的选择。概率敏感性分析表明,90% 以上的模拟证明 COMT-i 具有稳健的成本效益。当影响最大的时间跨度缩短为 5 年和 10 年时,COMT-i 可以成为一种节约成本的选择。虽然 ENT 因其价格较低而在经济上比 OPC 更受青睐,但如果药价降低 17%,OPC 也是可以接受的:与不使用 COMT-i 相比,在接受左旋多巴/卡比多巴治疗的帕金森病患者中加用 COMT-i 似乎更节约成本。今后,有必要根据长期的实际证据对 COMT-i 进行经济评估。
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引用次数: 0
HARMONIZE Asia: A Phase III Randomized Study to Investigate the Efficacy and Safety of Sodium Zirconium Cyclosilicate in Patients with Hyperkalemia in China HARMONIZE 亚洲:环硅酸锆钠对中国高钾血症患者疗效和安全性的 III 期随机研究。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.clinthera.2024.07.004
Xinling Liang MD, PhD , Wanhong Lu MD, PhD , Xueqing Yu MD, PhD , Hong Cheng MD , Qiang He MD , Qingfeng Peng MD , Zhaohui Ni MD, PhD , Gang Long MD, PhD , Lihua Wang MD, PhD , Wei Chen MD, PhD , Rong Li MD , June Zhao MD, PhD , Yong Zhang PhD , Vera Lisovskaja PhD , Zhiji Tang MSc, PhD

Purpose

Sodium zirconium cyclosilicate (SZC) is an oral potassium (K+)-lowering therapy for adults with hyperkalemia. HARMONIZE Asia (ClinicalTrials.gov identifier: NCT03528681) evaluated the efficacy and safety of SZC in Chinese patients with hyperkalemia.

Methods

This Phase III, randomized, double-blind, placebo-controlled study recruited patients with serum K+ (sK+) ≥5.1 mmol/L at 35 sites in China. Patients received SZC 10 g three times daily (TID) for 24 or 48 hours during an open-label initial phase (OLP). Those patients achieving normokalemia (sK+ 3.5–5.0 mmol/L inclusive) entered a 28-day randomized (2:2:1) treatment phase (RTP) and received SZC 5 g, SZC 10 g, or placebo once daily. The primary endpoint was mean sK+ during RTP Days 8 to 29. Secondary endpoints included mean change in sK+ during the OLP, the proportion of patients who achieved normokalemia at the end of the OLP, the proportion that maintained normokalemia during the RTP, and time to recurrence of hyperkalemia.

Findings

In total, 270 patients received SZC 10 g TID during the OLP; 256 (94.8%) completed the OLP. During the OLP, mean sK+ decreased by 1.1 mmol/L from baseline (5.9 mmol/L; P < 0.001) and 87.4% of patients achieved normokalemia. During the RTP, SZC 5 g and 10 g reduced mean sK+ versus placebo in a dose-dependent manner (each P < 0.001); least-squares means (95% confidence interval [CI]) sK+ were 4.9 mmol/L (4.7, 5.0), 4.4 mmol/L (4.3, 4.6), and 5.2 mmol/L (5.1, 5.4) for SZC 5 g, 10 g, and placebo, respectively. At RTP end, the proportions of patients who maintained normokalemia were 58.8% (SZC 5 g; odds ratio vs placebo, 2.5 [95% CI: 1.1, 6.1; P = 0.035]), 76.5% (SZC 10 g; odds ratio vs placebo, 6.3 [95% CI: 2.6, 15.3; P < 0.001]), and 36.8% for placebo. Risk of recurrent hyperkalemia was reduced by 61.0% and 84.0% with SZC 5 g and SZC 10 g, respectively, versus placebo (each P < 0.001). During the RTP, the incidence of adverse events was numerically higher with SZC 5 g (50.0% of patients) and 10 g (44.0%) versus placebo (36.0%); driven primarily by peripheral edema and constipation.

Implications

Both SZC doses demonstrated clinically relevant and statistically significant, dose-dependent efficacy in managing sK+ levels in Chinese patients with hyperkalemia, compared with placebo. SZC tolerability was broadly aligned with the known safety profile of SZC.

目的:环硅酸锆钠(SZC)是一种口服降钾疗法,适用于成人高钾血症患者。HARMONIZE Asia(ClinicalTrials.gov标识符:NCT03528681)评估了SZC在中国高钾血症患者中的疗效和安全性:这项III期随机、双盲、安慰剂对照研究在中国35个地点招募了血清K+(sK+)≥5.1 mmol/L的患者。在开放标签初始阶段(OLP),患者接受 SZC 10 克,每日三次(TID),持续 24 或 48 小时。达到正常血钾(sK+ 3.5-5.0 mmol/L,含 3.5-5.0 mmol/L)的患者进入为期 28 天的随机(2:2:1)治疗阶段(RTP),接受 SZC 5 克、SZC 10 克或安慰剂治疗,每天一次。主要终点是 RTP 第 8 天至第 29 天期间的平均 sK+。次要终点包括OLP期间sK+的平均变化、OLP结束时达到正常血钾的患者比例、RTP期间维持正常血钾的患者比例以及高钾血症复发时间:共有 270 名患者在 OLP 期间接受了 SZC 10 克 TID 治疗,其中 256 人(94.8%)完成了 OLP。在 OLP 期间,平均 sK+ 比基线(5.9 mmol/L;P < 0.001)降低了 1.1 mmol/L,87.4% 的患者达到了正常血钾。在 RTP 期间,与安慰剂相比,SZC 5 g 和 10 g 能以剂量依赖性方式降低平均 sK+(各 P < 0.001);SZC 5 g、10 g 和安慰剂的最小二乘平均值(95% 置信区间 [CI])sK+ 分别为 4.9 mmol/L (4.7,5.0)、4.4 mmol/L (4.3,4.6) 和 5.2 mmol/L (5.1,5.4)。在 RTP 结束时,维持正常血钾的患者比例分别为 58.8%(SZC 5 克;与安慰剂相比,几率比为 2.5 [95% CI:1.1,6.1;P = 0.035])、76.5%(SZC 10 克;与安慰剂相比,几率比为 6.3 [95% CI:2.6,15.3;P < 0.001])和 36.8%(安慰剂)。与安慰剂相比,SZC 5 克和 SZC 10 克的高钾血症复发风险分别降低了 61.0% 和 84.0%(P 均<0.001)。在 RTP 期间,SZC 5 克(50.0% 的患者)和 10 克(44.0% 的患者)与安慰剂(36.0% 的患者)相比,不良反应发生率较高;主要是外周水肿和便秘:与安慰剂相比,两种剂量的SZC在控制中国高钾血症患者的sK+水平方面均表现出临床相关性和统计学意义上的显著剂量依赖性疗效。SZC的耐受性与已知的SZC安全性特征基本一致。
{"title":"HARMONIZE Asia: A Phase III Randomized Study to Investigate the Efficacy and Safety of Sodium Zirconium Cyclosilicate in Patients with Hyperkalemia in China","authors":"Xinling Liang MD, PhD ,&nbsp;Wanhong Lu MD, PhD ,&nbsp;Xueqing Yu MD, PhD ,&nbsp;Hong Cheng MD ,&nbsp;Qiang He MD ,&nbsp;Qingfeng Peng MD ,&nbsp;Zhaohui Ni MD, PhD ,&nbsp;Gang Long MD, PhD ,&nbsp;Lihua Wang MD, PhD ,&nbsp;Wei Chen MD, PhD ,&nbsp;Rong Li MD ,&nbsp;June Zhao MD, PhD ,&nbsp;Yong Zhang PhD ,&nbsp;Vera Lisovskaja PhD ,&nbsp;Zhiji Tang MSc, PhD","doi":"10.1016/j.clinthera.2024.07.004","DOIUrl":"10.1016/j.clinthera.2024.07.004","url":null,"abstract":"<div><h3>Purpose</h3><p>Sodium zirconium cyclosilicate (SZC) is an oral potassium (K<sup>+</sup>)-lowering therapy for adults with hyperkalemia. HARMONIZE Asia (ClinicalTrials.gov identifier: NCT03528681) evaluated the efficacy and safety of SZC in Chinese patients with hyperkalemia.</p></div><div><h3>Methods</h3><p>This Phase III, randomized, double-blind, placebo-controlled study recruited patients with serum K<sup>+</sup> (sK<sup>+</sup>) ≥5.1 mmol/L at 35 sites in China. Patients received SZC 10 g three times daily (TID) for 24 or 48 hours during an open-label initial phase (OLP). Those patients achieving normokalemia (sK<sup>+</sup> 3.5–5.0 mmol/L inclusive) entered a 28-day randomized (2:2:1) treatment phase (RTP) and received SZC 5 g, SZC 10 g, or placebo once daily. The primary endpoint was mean sK<sup>+</sup> during RTP Days 8 to 29. Secondary endpoints included mean change in sK<sup>+</sup> during the OLP, the proportion of patients who achieved normokalemia at the end of the OLP, the proportion that maintained normokalemia during the RTP, and time to recurrence of hyperkalemia.</p></div><div><h3>Findings</h3><p>In total, 270 patients received SZC 10 g TID during the OLP; 256 (94.8%) completed the OLP. During the OLP, mean sK<sup>+</sup> decreased by 1.1 mmol/L from baseline (5.9 mmol/L; <em>P</em> &lt; 0.001) and 87.4% of patients achieved normokalemia. During the RTP, SZC 5 g and 10 g reduced mean sK<sup>+</sup> versus placebo in a dose-dependent manner (each <em>P</em> &lt; 0.001); least-squares means (95% confidence interval [CI]) sK<sup>+</sup> were 4.9 mmol/L (4.7, 5.0), 4.4 mmol/L (4.3, 4.6), and 5.2 mmol/L (5.1, 5.4) for SZC 5 g, 10 g, and placebo, respectively. At RTP end, the proportions of patients who maintained normokalemia were 58.8% (SZC 5 g; odds ratio vs placebo, 2.5 [95% CI: 1.1, 6.1; <em>P</em> = 0.035]), 76.5% (SZC 10 g; odds ratio vs placebo, 6.3 [95% CI: 2.6, 15.3; <em>P</em> &lt; 0.001]), and 36.8% for placebo. Risk of recurrent hyperkalemia was reduced by 61.0% and 84.0% with SZC 5 g and SZC 10 g, respectively, versus placebo (each <em>P</em> &lt; 0.001). During the RTP, the incidence of adverse events was numerically higher with SZC 5 g (50.0% of patients) and 10 g (44.0%) versus placebo (36.0%); driven primarily by peripheral edema and constipation.</p></div><div><h3>Implications</h3><p>Both SZC doses demonstrated clinically relevant and statistically significant, dose-dependent efficacy in managing sK<sup>+</sup> levels in Chinese patients with hyperkalemia, compared with placebo. SZC tolerability was broadly aligned with the known safety profile of SZC.</p></div>","PeriodicalId":10699,"journal":{"name":"Clinical therapeutics","volume":"46 9","pages":"Pages 702-710"},"PeriodicalIF":3.2,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141901192","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
Pancreatitis and Pancreatic Cancer Risk Among Patients With Type 2 Diabetes Receiving Dipeptidyl Peptidase 4 Inhibitors: An Updated Meta-Analysis of Randomized Controlled Trials 接受二肽基肽酶 4 抑制剂治疗的 2 型糖尿病患者的胰腺炎和胰腺癌风险:随机对照试验的最新 Meta 分析。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1016/j.clinthera.2024.06.015
Adili Tuersun MS , Guanxin Hou BS , Gang Cheng PhD

Purpose

This meta-analysis sought to assess the relationship between dipeptidyl peptidase-4 inhibitors (DPP-4) and the risk of pancreatitis and pancreatic cancer by synthesizing data from randomized, controlled trials, in light of the conflicting findings from observational studies and previous meta-analyses.

Methods

Cochrane, Embase, ClinicalTrials.gov, and PubMed databases that compared the use of DPP-4 inhibitors and that reported pancreatitis and pancreatic cancer events in patients with diabetes mellitus Type 2 (T2DM) were searched using specific terms. Studies were included if they satisfied the following inclusion criteria: They were randomized trials comparing DPP-4 inhibitors use in patients with T2DM; The study's duration was longer than 24 weeks; And they reported pancreatitis and pancreatic cancer events. Stata 15 MP was used to analyze the data, and odds ratios (OR) with 95% confidence intervals (CI) were used to represent the results.

Findings

A total of 81,737 participants with T2DM were included in the analysis. The results showed that during a mean follow-up period of 24 to 520 weeks, The use of DPP-4 inhibitors was not associated with an increased risk of pancreatitis (Peto-OR 0.97; 95% CI: 0.74, 1.27) or pancreatic cancer (Peto-OR = 0.88; 95% CI: 0.59, 1.30).

Implications

Current evidence fails to validate a significant correlation between DPP-4 therapy and pancreatitis or pancreatic cancer. However, subgroup analyses showed that sitagliptin was associated with a significant reduction in pancreatitis risk compared to the control group; furthermore, when comparing different types of control medications, a significant decrease in pancreatic cancer risk was observed among DPP-4 users compared to GLP-1 users.

目的:本荟萃分析旨在评估二肽基肽酶-4 抑制剂(DPP-4)与胰腺炎和胰腺癌风险之间的关系:方法:使用特定术语检索 Cochrane、Embase、ClinicalTrials.gov 和 PubMed 数据库,这些数据库比较了 DPP-4 抑制剂的使用情况,并报告了 2 型糖尿病 (T2DM) 患者的胰腺炎和胰腺癌事件。符合以下纳入标准的研究均被纳入:它们是比较 DPP-4 抑制剂在 T2DM 患者中使用情况的随机试验;研究持续时间超过 24 周;报告了胰腺炎和胰腺癌事件。使用Stata 15 MP对数据进行分析,并使用几率比(OR)和95%置信区间(CI)来表示结果:共有 81 737 名 T2DM 患者参与了分析。结果显示,在平均 24 至 520 周的随访期间,使用 DPP-4 抑制剂与胰腺炎(Poto-OR 0.97;95% CI:0.74, 1.27)或胰腺癌(Poto-OR = 0.88;95% CI:0.59, 1.30)风险的增加无关:目前的证据未能证实 DPP-4 疗法与胰腺炎或胰腺癌之间存在显著相关性。然而,亚组分析显示,与对照组相比,西格列汀与胰腺炎风险的显著降低有关;此外,在比较不同类型的对照药物时,观察到DPP-4使用者与GLP-1使用者相比,胰腺癌风险显著降低。
{"title":"Pancreatitis and Pancreatic Cancer Risk Among Patients With Type 2 Diabetes Receiving Dipeptidyl Peptidase 4 Inhibitors: An Updated Meta-Analysis of Randomized Controlled Trials","authors":"Adili Tuersun MS ,&nbsp;Guanxin Hou BS ,&nbsp;Gang Cheng PhD","doi":"10.1016/j.clinthera.2024.06.015","DOIUrl":"10.1016/j.clinthera.2024.06.015","url":null,"abstract":"<div><h3>Purpose</h3><p>This meta-analysis sought to assess the relationship between dipeptidyl peptidase-4 inhibitors (DPP-4) and the risk of pancreatitis and pancreatic cancer by synthesizing data from randomized, controlled trials, in light of the conflicting findings from observational studies and previous meta-analyses.</p></div><div><h3>Methods</h3><p>Cochrane, Embase, ClinicalTrials.gov, and PubMed databases that compared the use of DPP-4 inhibitors and that reported pancreatitis and pancreatic cancer events in patients with diabetes mellitus Type 2 (T2DM) were searched using specific terms. Studies were included if they satisfied the following inclusion criteria: They were randomized trials comparing DPP-4 inhibitors use in patients with T2DM; The study's duration was longer than 24 weeks; And they reported pancreatitis and pancreatic cancer events. Stata 15 MP was used to analyze the data, and odds ratios (OR) with 95% confidence intervals (CI) were used to represent the results.</p></div><div><h3>Findings</h3><p>A total of 81,737 participants with T2DM were included in the analysis. The results showed that during a mean follow-up period of 24 to 520 weeks, The use of DPP-4 inhibitors was not associated with an increased risk of pancreatitis (Peto-OR 0.97; 95% CI: 0.74, 1.27) or pancreatic cancer (Peto-OR = 0.88; 95% CI: 0.59, 1.30).</p></div><div><h3>Implications</h3><p>Current evidence fails to validate a significant correlation between DPP-4 therapy and pancreatitis or pancreatic cancer. However, subgroup analyses showed that sitagliptin was associated with a significant reduction in pancreatitis risk compared to the control group; furthermore, when comparing different types of control medications, a significant decrease in pancreatic cancer risk was observed among DPP-4 users compared to GLP-1 users.</p></div>","PeriodicalId":10699,"journal":{"name":"Clinical therapeutics","volume":"46 8","pages":"Pages 650-656"},"PeriodicalIF":3.2,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141859289","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
Effectiveness of Mesotherapy in Post-COVID Pain Syndrome: Retrospective Cohort Study of 96 Patients 中胚层疗法对后科维德疼痛综合征的疗效:96名患者的回顾性队列研究。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1016/j.clinthera.2024.05.004

Purpose

Musculoskeletal pain may occur after becoming infected with SARS-Cov2. This study was designed to evaluate the efficacy of mesotherapy in treating chronic pain following COVID-19 infection.

Methods

A retrospective review was conducted of the records of 96 patients with post-COVID pain syndrome. Those who were eligible for oral therapy or mesotherapy, included in the study. Patients receiving oral treatment with diclofenac potassium, thiocolchicoside and cyanocobalamin were included in one group (n = 46), and patients receiving intradermal mesotherapy with 2% lidocaine + cyanocobalamin were included in another group (n = 50). The results of the Visual Analogue Scale (VAS) and the Leeds Assessment of Neuropathic Symptoms and Signs (LANSS) were individually assessed before and one week after the treatment.

Findings

The participants were 40.2 ± 11.1 years old on average. Of the participants, 35.4% (n = 34) were male and 64.6% (n = 62) were female. Before treatment, there was no statistically significant difference between the patients in terms of VAS and LANSS scores. Following the treatment, a notable positive response was observed in both groups. Nevertheless, when compared to the oral treatment group, the mesotherapy group exhibited a more pronounced enhancement in VAS and LANSS scores (P < 0.001, P < 0.001, respectively).

Implications

While both mesotherapy and oral therapy offer benefits in reducing pain and alleviating neuropathic symptoms in post-COVID pain syndrome, mesotherapy stands out as an especially effective and well-tolerated treatment method, surpassing the efficacy of the oral alternative.

目的:感染 SARS-Cov2 后可能会出现肌肉骨骼疼痛。 本研究旨在评估美塑疗法治疗 COVID-19 感染后慢性疼痛的疗效:方法:我们对 96 名 COVID 后疼痛综合征患者的病历进行了回顾性审查。符合口服治疗或美塑疗法条件的患者均被纳入研究范围。接受双氯芬酸钾、硫代阿糖苷和氰钴胺口服治疗的患者为一组(n = 46),接受2%利多卡因+氰钴胺皮内中胚层疗法的患者为另一组(n = 50)。在治疗前和治疗一周后分别对视觉模拟量表(VAS)和利兹神经病理性症状和体征评估(LANSS)结果进行评估:参与者平均年龄(40.2±11.1)岁。其中男性占 35.4%(34 人),女性占 64.6%(62 人)。治疗前,患者的 VAS 和 LANSS 评分在统计学上没有显著差异。治疗后,两组患者都出现了明显的积极反应。不过,与口服治疗组相比,美塑疗法组的 VAS 和 LANSS 评分有更明显的提高(分别为 P < 0.001 和 P < 0.001):尽管美塑疗法和口服疗法都能减轻COVID后疼痛综合征的疼痛和神经病理性症状,但美塑疗法是一种特别有效且耐受性良好的治疗方法,其疗效超过了口服疗法。
{"title":"Effectiveness of Mesotherapy in Post-COVID Pain Syndrome: Retrospective Cohort Study of 96 Patients","authors":"","doi":"10.1016/j.clinthera.2024.05.004","DOIUrl":"10.1016/j.clinthera.2024.05.004","url":null,"abstract":"<div><h3>Purpose</h3><p>Musculoskeletal pain may occur after becoming infected with SARS-Cov2. This study was designed to evaluate the efficacy of mesotherapy in treating chronic pain following COVID-19 infection.</p></div><div><h3>Methods</h3><p><span><span>A retrospective review was conducted of the records of 96 patients with post-COVID pain syndrome. Those who were eligible for oral therapy or mesotherapy, included in the study. Patients receiving oral treatment with </span>diclofenac potassium, </span>thiocolchicoside<span><span> and cyanocobalamin<span> were included in one group (n = 46), and patients receiving intradermal mesotherapy with 2% lidocaine + cyanocobalamin were included in another group (n = 50). The results of the Visual Analogue Scale (VAS) and the Leeds Assessment of Neuropathic </span></span>Symptoms and Signs (LANSS) were individually assessed before and one week after the treatment.</span></p></div><div><h3>Findings</h3><p>The participants were 40.2 ± 11.1 years old on average. Of the participants, 35.4% (n = 34) were male and 64.6% (n = 62) were female. Before treatment, there was no statistically significant difference between the patients in terms of VAS and LANSS scores. Following the treatment, a notable positive response was observed in both groups. Nevertheless, when compared to the oral treatment group, the mesotherapy group exhibited a more pronounced enhancement in VAS and LANSS scores (<em>P</em> &lt; 0.001, <em>P</em> &lt; 0.001, respectively).</p></div><div><h3>Implications</h3><p>While both mesotherapy and oral therapy offer benefits in reducing pain and alleviating neuropathic symptoms in post-COVID pain syndrome, mesotherapy stands out as an especially effective and well-tolerated treatment method, surpassing the efficacy of the oral alternative.</p></div>","PeriodicalId":10699,"journal":{"name":"Clinical therapeutics","volume":"46 8","pages":"Pages e1-e5"},"PeriodicalIF":3.2,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141442262","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
A Phase I Dose-Escalation Study of The Safety, Tolerability, Pharmacokinetics, and Pharmacodynamics of Polyethylene Glycol-Erythropoietin (PEG-EPO) in Healthy Subjects 关于聚乙二醇促红细胞生成素 (PEG-EPO) 在健康受试者中的安全性、耐受性、药代动力学和药效学的 I 期剂量递增研究。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1016/j.clinthera.2024.06.018
Chaoying Hu , Wanling Sun , Yuanyuan Wu , Junlong Huang , Xiangrong Zhang , Lan Zhang

Purpose

This first-in-human trial aimed to investigate the pharmacokinetics and pharmacodynamics characteristics and safety and tolerability of single ascending doses of subcutaneous polyethylene glycol-erythropoietin (PEG-EPO) in healthy subjects.

Methods

In this phase I, randomized, double-blind, placebo-controlled, dose-escalating trial, subjects were sequentially enrolled into 7 cohorts with 12 subjects in each cohort and randomized in a 5:1 ratio to receive a single dose of 0.2, 0.4, 0.8, 1.6, 2.4, 3.6, or 4.8 µg/kg PEG-EPO or matching placebo. Safety and tolerability including dose-limiting toxicities (DLTs) were assessed. Pharmacokinetics parameters, including Cmax, AUC0-inf, Tmax, and t1/2, and pharmacodynamics parameters, including reticulocyte count and hemoglobin content, were evaluated.

Findings

Eighty-four subjects (median age 30.4 years and 77.4% male) were enrolled. No subjects developed DLTs. Any grade treatment-related adverse events occurred in 66.7% of the subjects, but most (92.9%) were mild. No serious adverse events and no death occurred. Forty percent of the subjects receiving PEG-EPO had iron decreased, 27.1% reported ferritin decreased, 25.7% showed unsaturated iron binding capacity increased, and 17.1% had neutrophil count decreased. Cmax exhibited a dose-disproportionate rise from a geometric mean of 525 pg/mL with 0.2 µg/kg PEG-EPO to 23196 pg/mL with 4.8 µg/kg PEG-EPO. The mean t1/2 ranged between 82.4 ± 21.3 h with 0.4 µg/kg PEG-EPO and 160.6 ± 65.7 h with 1.6 µg/kg PEG-EPO. AUC0-inf displayed a largely dose-proportional rise from 226264.5 pg*h/mL with 0.2 µg/kg PEG-EPO to 5206434.0 pg*h/mL with 4.8 µg/kg PEG-EPO. The absolute reticulocyte count increased with escalating doses of PEG-EPO, with the mean maximal change from baseline between 3.2 ± 1.5*10^10/L (Q1,Q3 1.8-3.6*10^10/L) with PEG-EPO 0.2 µg/kg and 9.3 ± 4.0*10^10/L (Q1,Q3 6.2-13.5*10^10/L) with 3.6 µg/kg PEG-EPO. The mean maximal change from baseline in the mean hemoglobin content ranged between 5.9 ± 4.4 g/L (Q1,Q3 3.5,7.0) with 0.2 µg/kg PEG-EPO and 15.4 ± 8.7 g/L (Q1,Q3 10.5,20.0) with 2.4 µg/kg PEG-EPO.

Implications

This trial demonstrated that PEG-EPO was safe and tolerable in healthy subjects. The subcutaneous route of administration allows outpatient treatment and the pharmacokinetics characteristics of PEG-EPO support less frequent dosing regimens and effective treatment for chronic kidney disease patients with anemia.

Trial registration

clinicaltrials.gov identifier: NCT03657238.

目的:这一首次人体试验旨在研究健康受试者单次递增剂量皮下聚乙二醇促红细胞生成素(PEG-EPO)的药代动力学和药效学特征以及安全性和耐受性:在这项 I 期随机、双盲、安慰剂对照、剂量递增试验中,受试者按顺序被分为 7 组,每组 12 人,以 5:1 的比例随机接受单剂量 0.2、0.4、0.8、1.6、2.4、3.6 或 4.8 µg/kg PEG-EPO 或匹配安慰剂。对安全性和耐受性(包括剂量限制性毒性反应 (DLT))进行了评估。对包括Cmax、AUC0-inf、Tmax和t1/2在内的药代动力学参数以及包括网织红细胞计数和血红蛋白含量在内的药效学参数进行了评估:84名受试者(中位年龄为30.4岁,77.4%为男性)参加了研究。没有受试者出现 DLT。66.7%的受试者出现了任何级别的治疗相关不良反应,但大多数(92.9%)为轻微不良反应。没有出现严重不良反应,也没有死亡病例。在接受 PEG-EPO 治疗的受试者中,40% 的人铁质下降,27.1% 的人铁蛋白下降,25.7% 的人不饱和铁结合能力增加,17.1% 的人中性粒细胞计数下降。Cmax 呈剂量不成比例上升,从 0.2 µg/kg PEG-EPO 时的几何平均数 525 pg/mL,上升到 4.8 µg/kg PEG-EPO 时的 23196 pg/mL。0.4 µg/kg PEG-EPO 的平均 t1/2 为 82.4 ± 21.3 小时,1.6 µg/kg PEG-EPO 的平均 t1/2 为 160.6 ± 65.7 小时。AUC0-inf 大体上呈剂量比例上升,从 0.2 µg/kg PEG-EPO 时的 226264.5 pg*h/mL 升至 4.8 µg/kg PEG-EPO 时的 5206434.0 pg*h/mL。网织红细胞绝对计数随着 PEG-EPO 剂量的增加而增加,PEG-EPO 0.2 µg/kg 和 3.6 µg/kg 时,与基线相比的平均最大变化分别为 3.2 ± 1.5*10^10/L (Q1,Q3 1.8-3.6*10^10/L)和 9.3 ± 4.0*10^10/L (Q1,Q3 6.2-13.5*10^10/L)。使用 0.2 µg/kg PEG-EPO 时,平均血红蛋白含量与基线相比的最大变化范围为 5.9 ± 4.4 g/L(Q1,Q3 3.5,7.0);使用 2.4 µg/kg PEG-EPO 时,平均血红蛋白含量与基线相比的最大变化范围为 15.4 ± 8.7 g/L(Q1,Q3 10.5,20.0):该试验表明,PEG-EPO 对健康受试者是安全和可耐受的。皮下给药途径允许门诊治疗,PEG-EPO 的药代动力学特性支持减少给药次数,有效治疗慢性肾病贫血患者。试验注册:clinicaltrials.gov identifier:试验注册:clinicaltrials.gov identifier:NCT03657238。
{"title":"A Phase I Dose-Escalation Study of The Safety, Tolerability, Pharmacokinetics, and Pharmacodynamics of Polyethylene Glycol-Erythropoietin (PEG-EPO) in Healthy Subjects","authors":"Chaoying Hu ,&nbsp;Wanling Sun ,&nbsp;Yuanyuan Wu ,&nbsp;Junlong Huang ,&nbsp;Xiangrong Zhang ,&nbsp;Lan Zhang","doi":"10.1016/j.clinthera.2024.06.018","DOIUrl":"10.1016/j.clinthera.2024.06.018","url":null,"abstract":"<div><h3>Purpose</h3><p>This first-in-human trial aimed to investigate the pharmacokinetics and pharmacodynamics characteristics and safety and tolerability of single ascending doses of subcutaneous polyethylene glycol-erythropoietin (PEG-EPO) in healthy subjects.</p></div><div><h3>Methods</h3><p>In this phase I, randomized, double-blind, placebo-controlled, dose-escalating trial, subjects were sequentially enrolled into 7 cohorts with 12 subjects in each cohort and randomized in a 5:1 ratio to receive a single dose of 0.2, 0.4, 0.8, 1.6, 2.4, 3.6, or 4.8 µg/kg PEG-EPO or matching placebo. Safety and tolerability including dose-limiting toxicities (DLTs) were assessed. Pharmacokinetics parameters, including C<sub>max</sub>, AUC<sub>0-inf</sub>, <em>T</em><sub>max</sub>, and <em>t</em><sub>1/2</sub>, and pharmacodynamics parameters, including reticulocyte count and hemoglobin content, were evaluated.</p></div><div><h3>Findings</h3><p>Eighty-four subjects (median age 30.4 years and 77.4% male) were enrolled. No subjects developed DLTs. Any grade treatment-related adverse events occurred in 66.7% of the subjects, but most (92.9%) were mild. No serious adverse events and no death occurred. Forty percent of the subjects receiving PEG-EPO had iron decreased, 27.1% reported ferritin decreased, 25.7% showed unsaturated iron binding capacity increased, and 17.1% had neutrophil count decreased. <em>C</em><sub>max</sub> exhibited a dose-disproportionate rise from a geometric mean of 525 pg/mL with 0.2 µg/kg PEG-EPO to 23196 pg/mL with 4.8 µg/kg PEG-EPO. The mean t<sub>1/2</sub> ranged between 82.4 ± 21.3 h with 0.4 µg/kg PEG-EPO and 160.6 ± 65.7 h with 1.6 µg/kg PEG-EPO. AUC<sub>0-inf</sub> displayed a largely dose-proportional rise from 226264.5 pg*h/mL with 0.2 µg/kg PEG-EPO to 5206434.0 pg*h/mL with 4.8 µg/kg PEG-EPO. The absolute reticulocyte count increased with escalating doses of PEG-EPO, with the mean maximal change from baseline between 3.2 ± 1.5*10^10/L (Q1,Q3 1.8-3.6*10^10/L) with PEG-EPO 0.2 µg/kg and 9.3 ± 4.0*10^10/L (Q1,Q3 6.2-13.5*10^10/L) with 3.6 µg/kg PEG-EPO. The mean maximal change from baseline in the mean hemoglobin content ranged between 5.9 ± 4.4 g/L (Q1,Q3 3.5,7.0) with 0.2 µg/kg PEG-EPO and 15.4 ± 8.7 g/L (Q1,Q3 10.5,20.0) with 2.4 µg/kg PEG-EPO.</p></div><div><h3>Implications</h3><p>This trial demonstrated that PEG-EPO was safe and tolerable in healthy subjects. The subcutaneous route of administration allows outpatient treatment and the pharmacokinetics characteristics of PEG-EPO support less frequent dosing regimens and effective treatment for chronic kidney disease patients with anemia.</p></div><div><h3>Trial registration</h3><p>clinicaltrials.gov identifier: NCT03657238.</p></div>","PeriodicalId":10699,"journal":{"name":"Clinical therapeutics","volume":"46 8","pages":"Pages 636-643"},"PeriodicalIF":3.2,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0149291824001930/pdfft?md5=c371f70c3c8154cc0edf78c2f1a3d742&pid=1-s2.0-S0149291824001930-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141906137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physiologically Based Pharmacokinetic Model for Predicting Omadacycline Pharmacokinetics and Pharmacodynamics in Healthy and Hepatic Impairment Populations 基于生理学的药代动力学模型,用于预测健康人群和肝功能受损人群的奥马他环素药代动力学和药效学。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1016/j.clinthera.2024.06.014
Ailin Zhang MS , Yuxuan Sun MS , Meiling Zuo MS , Huiyu Wei , Jingtao Chen , Mingfeng Zhao MD , Wenjie Yang MM , Liqin Zhu PhD

Purpose

Omadacycline is a new broad-spectrum aminomethylcycline antibiotic. However, there have been limited pharmacokinetic and pharmacodynamic (PK/PD) studies of omadacycline in patients with hepatic impairment. The aim of this study was to explore the PK/PD of omadacycline intravenous administration in healthy and hepatically impaired populations.

Methods

A physiologically based pharmacokinetic (PBPK) model of omadacycline was developed and validated based on published demographic data and the physiochemical properties of omadacycline. The PK processes in healthy adults were simulated and then extrapolated to a hepatically impaired population. Monte Carlo simulations were performed for PD evaluation by calculating the probability of target attainment (PTA) and the cumulative fraction of response (CFR) of the approved dosages.

Findings

In the hepatically impaired population, there was no significant difference in the maximum concentration (Cmax) compared with the healthy population, while the area under the plasma concentration-time curve from the first data point extrapolated to infinity (AUC_inf) showed a slight increase. Monte Carlo simulations indicated that the dosage of 200 mg once daily or 100 mg twice daily intravenously (loading dose) and 100 mg once daily intravenously (maintenance dose) could cover the common pathogens of community-acquired bacterial pneumonia (CABP) and acute bacterial skin and skin structure infections (ABSSSI) : Streptococcus pneumoniae, Haemophilus influenzae, and Staphylococcus aureus.

Implications

Hepatic impairment exerts little impact on the PK properties of omadacycline, and no dosage adjustments are necessary for patients with mild and moderate hepatic impairment. Current dosing regimens are predicted to produce satisfactory therapeutic effects against non–drug-resistant strains of Staphylococcus aureus, Streptococcus pneumoniae, and Haemophilus influenzae but may not produce the desired AUC/MIC ratios in patients with Escherichia coli or Klebsiella pneumoniae.

目的:奥马他环素是一种新型广谱氨甲基霉素类抗生素。然而,关于奥马他环素在肝功能受损患者中的药代动力学和药效学(PK/PD)研究还很有限。本研究旨在探讨健康人群和肝功能受损人群静脉注射奥马他环素的药代动力学和药效学(PK/PD):方法:根据已公布的人口统计学数据和奥马他环素的生化特性,开发并验证了奥马他环素的生理学药代动力学(PBPK)模型。对健康成人的 PK 过程进行了模拟,然后推断出肝功能受损人群的 PK 过程。通过计算达到目标的概率(PTA)和获批剂量的累积反应分数(CFR),对PD进行了蒙特卡洛模拟评估:在肝功能受损人群中,最大浓度(Cmax)与健康人群相比没有显著差异,而从第一个数据点外推至无穷大的血浆浓度-时间曲线下面积(AUC_inf)略有增加。蒙特卡洛模拟显示,每天一次静脉注射 200 毫克或每天两次静脉注射 100 毫克(负荷剂量)和每天一次静脉注射 100 毫克(维持剂量)的剂量可覆盖社区获得性细菌性肺炎(CABP)和急性细菌性皮肤和皮肤结构感染(ABSSSI)的常见病原体:影响:肝功能损害对奥马他环素的 PK 特性影响很小,轻度和中度肝功能损害患者无需调整剂量。目前的给药方案预计可对金黄色葡萄球菌、肺炎链球菌和流感嗜血杆菌等非耐药菌株产生令人满意的治疗效果,但可能无法对大肠埃希菌或肺炎克雷伯菌患者产生理想的 AUC/MIC 比率。
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引用次数: 0
Artificial Intelligence, Drug Development and Frameworks: An Opportunity to Enhance Understanding 人工智能、药物开发和框架:增进理解的机会。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1016/j.clinthera.2024.07.005
Paul Beninger MD, MBA
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引用次数: 0
Dosing Strategy of Ramosetron to Prevent Postoperative Nausea and Vomiting and Development of Prediction Models Using Data Obtained From Randomized Controlled Trials: A Comparative Study 使用雷莫司琼预防术后恶心和呕吐的剂量策略以及利用随机对照试验获得的数据建立预测模型:比较研究。
IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1016/j.clinthera.2024.05.003

Purpose

The study aimed to compare the postoperative nausea and vomiting (PONV) preventive effect of repeated administration of ramosetron with the standard treatment group and compare models to predict the incidence of PONV using machine-learning techniques.

Methods

A total of 261 patients scheduled for breast surgery were analyzed to evaluate the effectiveness of repeated intravenous administration of ramosetron. All patients were administered 0.3 mg ramosetron just before the end of surgery. For the repeated dose of ramosetron group, an additional dose of 0.3 mg was administered at 4, 22, and 46 hours after the end of the surgery. Postoperative nausea, vomiting, and retching were evaluated using the Rhodes Index of Nausea, Vomiting, and Retching at 6, 24, and 48 hours postoperatively. Previously published randomized controlled data were combined with the data of this study to create a new dataset of 1390 patients, and machine-learning–based PONV prediction models (classification tree, random forest, extreme gradient boosting, and neural network) was constructed and compared with the Apfel model.

Findings

Fifty patients (38.5%) and 60 patients (45.8%) reported nausea, vomiting, or retching 48 hours postoperatively in the standard and repeated-dose groups, respectively (P = 0.317, χ2 test). Median sensitivity, specificity, and accuracy of the Apfel model analyzed using the training set were 0.815, 0.344, and 0.495, respectively.

Implications

The repeated administration of ramosetron did not reduce the incidence of PONV. The Apfel model had high sensitivity, however, its specificity and accuracy were lower than that in machine-learning–based models.

目的:该研究旨在比较重复给药瑞莫司琼与标准治疗组的术后恶心呕吐(PONV)预防效果,并比较使用机器学习技术预测 PONV 发生率的模型:对261名计划接受乳腺手术的患者进行了分析,以评估重复静脉注射拉莫司琼的效果。所有患者均在手术结束前服用 0.3 毫克雷莫司琼。对于重复给药的雷莫司琼组,则在手术结束后 4、22 和 46 小时再给药 0.3 毫克。术后恶心、呕吐和反胃的评估采用罗氏恶心、呕吐和反胃指数(Rhodes Index of Nausea, Vomiting, and Retching),分别在术后 6、24 和 48 小时进行。将之前发表的随机对照数据与本研究数据相结合,创建了一个包含 1390 名患者的新数据集,并构建了基于机器学习的 PONV 预测模型(分类树、随机森林、极端梯度提升和神经网络),并与 Apfel 模型进行了比较:标准剂量组和重复剂量组分别有 50 名患者(38.5%)和 60 名患者(45.8%)在术后 48 小时出现恶心、呕吐或反胃(P = 0.317,χ2 检验)。使用训练集分析的 Apfel 模型的灵敏度、特异性和准确性中位数分别为 0.815、0.344 和 0.495:意义:重复给药拉莫司琼并不能降低 PONV 的发生率。Apfel模型具有较高的灵敏度,但其特异性和准确性低于基于机器学习的模型。
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引用次数: 0
期刊
Clinical therapeutics
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