Prescriptions

处方
  • 文章类型: Journal Article
    目的:牙周病是由宿主免疫应答介导的微生物感染引起的慢性疾病。植物疗法是一种利用可再生资源的治疗方法,能够为世界上不断增长的人口提供更便宜的药物。这篇综述旨在提供有关使用补充草药治疗牙周病的临床证据。
    方法:使用术语“草药”和“牙周炎”搜索不同的数据库。“所有纳入的研究都集中在草药适应症上进行了检查,type,和处方长度。还评估了牙医的治疗和预防草药处方习惯。
    结果:各种草药,如姜黄,neem,芦荟,石榴,Catechu,tulsi,丁香,柠檬草,绿茶,茶树油,薄荷,大蒜,大蒜菠萝,橡树皮,babul,Bakul,Sage,香菜,辣木,amla,番石榴,和葡萄籽提取物已用于牙周炎的治疗。据报道,这些草药具有一系列的治疗效果,包括消炎药,抗斑,抗口臭,抗吸收,抗氧化剂,抗菌,抗真菌药,抗病毒,和抗菌性能。这些组件可以以各种形式使用,例如漱口水,凝胶,油,牙膏,水提取物,漱口水,或者牙粉.
    结论:现在市场上有几种容易获得的草药制剂,并已被证明作为牙周植物疗法的补充有效。然而,这些应在牙科专业人员的监督下使用,以确保最佳的利益和有效性。因此,有必要提高牙科专业人员对建议的草药处方实践的理解。
    OBJECTIVE: Periodontal disease is a chronic condition caused by microbial infection and mediated by the host\'s immune response. Phytotherapy is a therapeutic approach that utilizes a renewable resource capable of supplying less expensive medicines for the world\'s growing population. This review aimed to present clinical evidence on the use of complementary medicinal herbs in the treatment of periodontal diseases.
    METHODS: Different databases were searched using the terms \"herbal\" and \"periodontitis.\" All included studies were examined with a focus on herbal indications, type, and prescription length. Dentists\' therapeutic and prophylactic herbal prescribing habits were also assessed.
    RESULTS: Various herbs such as turmeric, neem, aloe-vera, pomegranate, catechu, tulsi, cloves, lemon grass, green tea, tea tree oil, peppermint, garlic, pineapple, oak bark, babul, bakul, sage, coriander, moringa, amla, guava, and grape seed extract have been used in the treatment of periodontitis. These herbs have been reported to exhibit a range of therapeutic effects, including anti-inflammatory, antiplaque, antihalitosis, antiresorptive, antioxidant, antibacterial, antifungal, antiviral, and antimicrobial properties. These components can be utilized in various forms such as mouth rinse, gel, oil, toothpaste, aqueous extract, mouthwash, or tooth powder.
    CONCLUSIONS: Several readily available herbal formulations are now available on the market and have been shown to be effective as supplemental periodontal phytotherapy. However, these should be used under the supervision of a dental professional to ensure optimal benefits and effectiveness. Therefore, it is necessary to improve the understanding of suggested herbal prescription practices among dental professionals.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Review
    背景:在韩国寻求韩国医学(KM)服务的个人中约有27%是开处方的草药汤。韩国政府已经考虑了为草药汤剂提供国民健康保险的有效性。因此,调查他们的安全很重要。
    目的:通过在范围审查中全面分析韩国的临床研究,调查KM医生通常开的草药汤的安全性,并评估其对肝肾功能的影响。
    方法:在本次范围审查中应用了Arksey和O\'Malley框架和改进的方法。对七个电子健康数据库进行了全面检索,并确定了2000年至2022年间发表的相关临床研究。随后,仅纳入了临床研究,这些临床研究报告了KM医生在患者处方中草药汤的肝和/或肾功能检查结果.分析纳入的临床研究的特点和报告的每个肝和/或肾功能指标的比例。还进行了前瞻性队列研究中报道的中药汤剂对肝和/或肾功能影响的荟萃分析。
    结果:这篇综述包括了59项临床研究。与2000年代相比,2010年代前瞻性队列研究的比例显着下降,而相关临床研究的数量没有明显变化。在大多数纳入研究中,草药汤剂的处方时间少于一个月。在少数研究中发现了肝或肾功能指标的异常变化(3.70%和7.69%,分别)。在对15项前瞻性队列研究的荟萃分析中,中药汤剂处方前后4项肝功能指标和2项肾功能指标无统计学变化。
    结论:定性和定量分析表明草药汤剂具有良好的安全性。此范围审查包括有关草药汤剂安全性的临床应用和研究之间的差距。这些发现可以用作支持将草药汤剂处方纳入韩国国民健康保险覆盖范围的证据。
    BACKGROUND: Approximately 27% of individuals seeking Korean medicine (KM) services in South Korea are prescribed herbal decoctions. The South Korean government has considered the validity of providing National Health Insurance coverage for herbal decoctions. Therefore, it is important to investigate their safety.
    OBJECTIVE: To investigate the safety of herbal decoctions commonly prescribed by KM doctors and to assess their effects on liver and kidney function by comprehensively analyzing Korean clinical studies in a scoping review.
    METHODS: The Arksey and O\'Malley framework and modified methods were applied in this scoping review. A comprehensive search of seven electronic health databases was conducted, and relevant clinical studies published between 2000 and 2022 were identified. Subsequently, only clinical studies reporting the results of liver and/or renal function tests in patient prescribed herbal decoctions by KM doctors were included. The characteristics of the included clinical studies and the reported proportion of each liver and/or renal function indicator were analyzed. Meta-analyses of the effects of herbal decoction on liver and/or renal function reported in prospective cohort studies were also performed.
    RESULTS: Fifty-nine clinical studies were included in this review. The proportion of prospective cohort studies markedly decreased in the 2010s compared to the 2000s, while there was no noticeable change in the number of relevant clinical studies. Herbal decoctions were prescribed for less than one month in most included studies. Abnormal changes in liver or renal function indicators were identified in a small number of studies (3.70% and 7.69%, respectively). In a meta-analysis of 15 prospective cohort studies, no statistically significant changes in four liver function indices and two renal function indices were observed before and after the prescription of herbal decoctions.
    CONCLUSIONS: Qualitative and quantitative analyses demonstrated favorable safety profiles for herbal decoctions. This scoping review includes the gaps noted between clinical application and research regarding the safety profiles of herbal decoctions. These findings could be used as evidence to support the inclusion of herbal decoction prescriptions in the National Health Insurance coverage in South Korea.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Systematic Review
    背景:抗生素耐药性在全球范围内增长。卫生专业人员在初级卫生保健机构开具抗生素处方时的做法会显著影响抗生素耐药性。抗生素处方是一个复杂的过程,受各种内部和外部因素的影响。本系统综述旨在总结有关导致初级医疗机构中医生抗生素处方变化的因素的可用证据。
    方法:本系统综述是根据PRISMA指南进行的。我们包括定性,定量和混合方法研究,研究影响初级保健医生处方实践和变异性的因素。我们排除了社论,意见,以英语以外的语言发表的系统评论和研究。我们从电子数据库中搜索了研究:PubMed,ProQuest健康与医学,网络科学,还有Scopus.使用混合方法评估工具(2018年版)评估纳入研究的质量。采用叙事综合来综合结果并纳入定量研究。
    结果:在1816项确定的研究中,2000-2023年的49项研究符合审查条件。影响抗生素处方实践和变异性的因素分为医生相关,患者相关,和医疗保健系统相关因素。临床指南,以前的病人经验,医师经验,同事处方练习,药物压力,时间压力,和财务因素被发现是抗生素处方实践的影响因素。此外,个人实践模式,练习卷,与患者的关系也是抗生素处方变异性的其他因素,特别是对于医生内的处方变异性。
    结论:初级卫生保健中的抗生素处方实践是一个复杂的实践,受不同因素组合的影响,这可能是造成这种变化的原因。为了解决影响抗生素处方变异性的因素(医师内部和医师之间),干预措施应旨在减少诊断的不确定性,并提供持续的医学教育和培训,以促进以患者为中心的护理。
    Antibiotic resistance is growing globally. The practice of health professionals when prescribing antibiotics in primary health care settings significantly impacts antibiotic resistance. Antibiotic prescription is a complex process influenced by various internal and external factors. This systematic review aims to summarize the available evidence regarding factors contributing to the variation in antibiotic prescribing among physicians in primary healthcare settings.
    This systematic review was conducted based on PRISMA guidelines. We included qualitative, quantitative and mixed methods studies that examined factors influencing prescription practice and variability among primary healthcare physicians. We excluded editorials, opinions, systematic reviews and studies published in languages other than English. We searched studies from electronic databases: PubMed, ProQuest Health and Medicine, Web Science, and Scopus. The quality of the included studies was appraised using the Mixed Methods Appraisal Tool (Version 2018). Narrative synthesis was employed to synthesize the result and incorporate quantitative studies.
    Of the 1816 identified studies, 49 studies spanning 2000-2023 were eligible for review. The factors influencing antibiotic prescription practice and variability were grouped into physician-related, patient-related, and healthcare system-related factors. Clinical guidelines, previous patient experience, physician experience, colleagues\' prescribing practice, pharmaceutical pressure, time pressure, and financial considerations were found to be influencing factors of antibiotic prescribing practice. In addition, individual practice patterns, practice volume, and relationship with patients were also other factors for the variability of antibiotic prescription, especially for intra-physician prescription variability.
    Antibiotic prescription practice in primary health care is a complex practice, influenced by a combination of different factors and this may account for the variation. To address the factors that influence the variability of antibiotic prescription (intra- and inter-physician), interventions should aim to reduce diagnostic uncertainty and provide continuous medical education and training to promote patient-centred care.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Systematic Review
    绿色空间在促进可持续和健康生活方面发挥着至关重要的作用。最近的证据表明,绿色空间也可能减少对医疗保健的需求,处方药,以及相关成本。本系统综述提供了对现有文献的首次全面评估,这些文献检查了绿地暴露及其与医疗保健处方和支出的关联。我们应用系统评价和荟萃分析(PRISMA)指南的首选报告项目来搜索MEDLINE,Scopus,和WebofScience的观察研究在2023年5月6日以英文发表。使用健康评估和翻译办公室(OHAT)工具对纳入的研究进行了质量评估,和建议的分级,评估,发展,和评估(GRADE)评估用于评估总体证据质量。我们的搜索检索到26项符合纳入标准的研究,并纳入我们的综述。其中,20项研究(占总数的77%)显示了绿色空间暴露与医疗保健处方或支出的有益关联。然而,大多数研究都有偏见的风险,两种结局的总体证据强度有限.根据我们的发现和相关文献,我们提出了一个概念框架来解释绿地和医疗结果的潜在关联和复杂机制.该框架与现有的绿色空间和健康模型不同,包括与医疗保健访问相关的上游因素(即,农村和社会经济地位),这可能会翻转联想的方向。有必要进行更低偏见风险的其他研究,以验证此框架并更好地了解绿色空间减少医疗保健处方和支出的潜力。
    Green spaces play a crucial role in promoting sustainable and healthy lives. Recent evidence shows that green space also may reduce the need for healthcare, prescription medications, and associated costs. This systematic review provides the first comprehensive assessment of the available literature examining green space exposure and its associations with healthcare prescriptions and expenditures. We applied Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines to search MEDLINE, Scopus, and Web of Science for observational studies published in English through May 6, 2023. A quality assessment of the included studies was conducted using the Office of Health Assessment and Translation (OHAT) tool, and the Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) assessment was used to evaluate the overall quality of evidence. Our search retrieved 26 studies that met the inclusion criteria and were included in our review. Among these, 20 studies (77 % of the total) showed beneficial associations of green space exposure with healthcare prescriptions or expenditures. However, most studies had risks of bias, and the overall strength of evidence for both outcomes was limited. Based on our findings and related bodies of literature, we present a conceptual framework to explain the possible associations and complex mechanisms underlying green space and healthcare outcomes. The framework differs from existing green space and health models by including upstream factors related to healthcare access (i.e., rurality and socioeconomic status), which may flip the direction of associations. Additional research with lower risks of bias is necessary to validate this framework and better understand the potential for green space to reduce healthcare prescriptions and expenditures.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • DOI:
    文章类型: Systematic Review
    恢复目标。滥用处方精神药物是一个重大的健康问题。
    RESUMEN Objective. The misuse of prescription psychotropic drugs is a major health problem.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • DOI:
    文章类型: Journal Article
    目的:评估和总结有关牙周和牙种植过程中抗生素处方方案的现有科学证据。
    方法:在PubMed中进行了书目检索,ScienceDirect,Scielo,科克伦图书馆,截至2023年2月,EBSCOhost和GoogleScholar。进行了手动和电子搜索,包括英文出版物。医学主题词(MeSH),使用自由文本术语和布尔运算符。
    结果:由于抗菌素耐药性,抗生素处方方案受到限制。虽然对于某些临床情况,有明确和一致的适当抗生素使用标准的指南,对于其他情况,证据表明现有文献不足,并且在尚未达成共识的关键问题仍然存在。
    结论:本综述总结了关于牙周和牙种植过程中抗生素处方的最新建议,以指导循证决策。
    OBJECTIVE: To evaluate and summarize the available scientific evidence regarding antibiotic prescription protocols in periodontal and dental implant procedures.
    METHODS: A bibliographic search was conducted in PubMed, ScienceDirect, Scielo, Cochrane Library, EBSCOhost and Google Scholar up to February 2023. Manual and electronic searches were conducted, including publications in English. Medical Subject Headings (MeSH), free text terms and Boolean operators were used.
    RESULTS: Antibiotic prescription protocols have been restricted due to antimicrobial resistance. While for certain clinical circumstances there are guidelines with clear and unanimous criteria for appropriate antibiotic use, for other conditions evidence showed an insufficiency of available literature and the persistence of crucial issues where no consensus has been reached.
    CONCLUSIONS: This mini-review summarizes the most up-to-date recommendations regarding the prescription of antibiotics in periodontal and dental implant procedures in order to guide evidence-based decision-making.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:为了描述儿科生产处方(PRx)干预措施及其研究设计,结果,以及未来研究的机会。
    方法:使用范围界定审查框架来描述2000年1月至2023年9月之间发布的PRx干预措施。来自在线数据库的文章被上传到Covidence。有关研究特征的数据,感兴趣的结果(健康,粮食不安全(FI),营养和烹饪功效,和水果和蔬菜(F/V)消费),并提取了可行性。采用混合方法评价工具(MMAT)进行质量评价。
    结果:19篇文章符合纳入标准。十项研究是定量的,五个是定性的,四个使用混合方法。干预措施包括食品券(n=14)或食品盒/食品室(n=5)。四项研究允许除了F/Vs之外的食物项目。六项研究测量了FI的变化,五项报告了统计学上的显着下降。七项研究测量了F/V消耗的变化,五项报告了统计学上的显着增加。一项研究报道了儿童BMIz得分的统计学显着降低。大多数研究报告了很高的可行性。很少有研究使用高质量的方法。
    结论:儿科PRx干预显示出降低FI、改善饮食质量和健康相关结局的潜力。未来的研究应利用严格的研究设计和经过验证的评估工具来了解小儿PRx对健康的影响。
    结论:这项工作总结了计划成果,包括保留,赎回,激励机制,营养教育,研究设计和质量限制,以帮助告知未来的工作。我们发现儿科产品处方(PRx)对FI的积极影响,F/V消耗,营养知识和烹饪技能。更多的高品质,需要进行严格的研究,以了解PRx的最佳交付和设计及其对儿童行为和健康结果的影响。这项工作为严格研究的需求以及PRx在解决儿科FI和饮食相关疾病的多管齐下策略中发挥作用的潜力提供了支持。
    BACKGROUND: To describe pediatric Produce Prescription (PRx) interventions and their study designs, outcomes, and opportunities for future research.
    METHODS: A scoping review framework was used to describe PRx interventions published between January 2000 and September 2023. Articles from online databases were uploaded into Covidence. Data on study characteristics, outcomes of interest (health, food insecurity (FI), nutritional and culinary efficacy, and fruit and vegetable (F/V) consumption), and feasibility were extracted. The Mixed Methods Appraisal Tool (MMAT) was used for quality assessment.
    RESULTS: 19 articles met inclusion criteria. Ten studies were quantitative, five were qualitative, and four used mixed-methods. Interventions included food vouchers (n = 14) or food box/pantries (n = 5). Four studies allowed food items in addition to F/Vs. Six studies measured changes in FI and five reported a statistically significant decrease. Seven studies measured changes in F/V consumption and five reported a statistically significant increase. One study reported a statistically significant reduction in child BMI z-score. Most studies reported high feasibility. Few studies used high-quality methods.
    CONCLUSIONS: Pediatric PRx interventions show promising potential to reduce FI and improve diet quality and health-related outcomes. Future studies should utilize rigorous study designs and validated assessment tools to understand the impact of pediatric PRx on health.
    CONCLUSIONS: This work offers a summary of programmatic outcomes including retention, redemption, incentives, nutrition education, study design and quality limitations to help inform future work. We found positive impacts of pediatric produce prescriptions (PRx) on FI, F/V consumption, and nutritional knowledge and culinary skills. More high-quality, rigorous studies are needed to understand the best delivery and design of PRx and their impact on child behavior and health outcomes. This work provides support for the need for rigorous studies and the potential for PRx to play a role in multi-pronged strategies that address pediatric FI and diet-related disease.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Systematic Review
    背景:体力活动转诊计划(PARS)是复杂的多成分干预措施,代表了基于医疗保健的体力活动(PA)促进概念。本系统综述和叙述性综合旨在确定PARS的组成成分,并概述其有效性。
    方法:按照已发布的协议,我们对PubMed进行了系统的搜索,Scopus,WebofScience,CINAHL,ScienceDirect,SpringerLink,HTA,Wiley在线图书馆,SAGE日志,泰勒和弗朗西斯,谷歌学者,OpenGrey,和CORE从1990年到2023年1月。我们包括实验性的,准实验,以及针对参与PARS并报告PA结果的成年人的观察性研究,方案吸收,或坚持率。我们使用PARS分类法进行了干预成分分析,以识别方案成分并提取与摄取相关的数据,坚持,和PA行为改变。我们将这些结合起来,以提供PARS有效性的叙述性总结。
    结果:我们纳入了57项研究,报告了来自12个国家的36个PARS模型。我们确定了19个PARS组件:以患者为中心的方法,个性化内容,行为改变理论和技术,筛选,简短的建议,书面材料,一张处方,转介,基线和退出咨询,咨询支持会议,PA会议,教育会议,不出席的行动,结构化后续行动,PA网络,给推荐人的反馈,和退出策略/路线。PARS模型包含平均7±2.9个分量(范围=2-13)。45项研究报告了PA结果数据,28个报告的摄取,34例报告依从率。其中,大约三分之二的研究报告对参与者PA水平有积极影响,具有广泛的摄取(5.7-100.0%)和依从率(8.5-95.0%)。
    结论:体力活动转诊方案的组成部分是一个重要的复杂性来源。尽管方案设计具有异质性,我们的合成能够识别19种成分。需要进一步的研究来确定这些成分对PARS吸收的影响,坚持,和PA行为改变。为了促进这一点,研究人员和方案提供者必须更详细地报告PARS设计。还需要进行过程评估,以检查实施情况并增加我们对哪些组件导致哪些结果的理解。这将有助于将来进行PARS之间的比较,并使模型的开发能够最大程度地发挥影响。
    BACKGROUND: Physical activity referral schemes (PARS) are complex multicomponent interventions that represent a promising healthcare-based concept for physical activity (PA) promotion. This systematic review and narrative synthesis aimed to identify the constitutive components of PARS and provide an overview of their effectiveness.
    METHODS: Following a published protocol, we conducted a systematic search of PubMed, Scopus, Web of Science, CINAHL, ScienceDirect, SpringerLink, HTA, Wiley Online Library, SAGE Journals, Taylor & Francis, Google Scholar, OpenGrey, and CORE from 1990 to January 2023. We included experimental, quasi-experimental, and observational studies that targeted adults participating in PARS and reported PA outcomes, scheme uptake, or adherence rates. We performed an intervention components analysis using the PARS taxonomy to identify scheme components and extracted data related to uptake, adherence, and PA behavior change. We combined these to provide a narrative summary of PARS effectiveness.
    RESULTS: We included 57 studies reporting on 36 PARS models from twelve countries. We identified 19 PARS components: a patient-centered approach, individualized content, behavior change theory and techniques, screening, brief advice, written materials, a written prescription, referral, baseline and exit consultation, counselling support session(s), PA sessions, education session(s), action for non-attendance, structured follow-up, a PA network, feedback for the referrer, and exit strategies/routes. The PARS models contained a mean of 7 ± 2.9 components (range = 2-13). Forty-five studies reported PA outcome data, 28 reported uptake, and 34 reported adherence rates. Of these, approximately two-thirds of studies reported a positive effect on participant PA levels, with a wide range of uptake (5.7-100.0%) and adherence rates (8.5-95.0%).
    CONCLUSIONS: Physical activity referral scheme components are an important source of complexity. Despite the heterogeneous nature of scheme designs, our synthesis was able to identify 19 components. Further research is required to determine the influence of these components on PARS uptake, adherence, and PA behavior change. To facilitate this, researchers and scheme providers must report PARS designs in more detail. Process evaluations are also needed to examine implementation and increase our understanding of what components lead to which outcomes. This will facilitate future comparisons between PARS and enable the development of models to maximize impact.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Systematic Review
    背景:药物处方是一个复杂的过程,可以通过决策支持系统从当前的机器学习研究和开发中受益。特别是儿科医生被迫开出“标签外”的药物,因为儿童在临床研究中的代表性仍然不足,这导致了不正确剂量和药物不良反应的高风险。
    方法:PubMed,在IEEEXplore和PROSPERO中搜索了相关研究,这些研究遵循PRISMA声明开发和评估了性能良好的机器学习算法。根据IJMEDI检查表进行质量评估。详细回顾了已确定的研究,包括预测正确剂量所需的变量,尤其是儿科用药处方。
    结果:搜索确定了656项研究,其中64项进行了详细审查,36项符合纳入标准。根据IJMEDI核对表,五项研究被认为是高质量的。36项研究中有19项涉及华法林活性物质。总的来说,基于决策树或回归方法的机器学习算法在预测能力方面优于基于神经网络的算法,支持向量机或其他方法。使用诸如装袋或增强之类的集成方法通常增强了剂量预测的准确性。算法所需的输入和输出变量具有很大的异质性,并且在各个物质之间存在很大差异。
    结论:通过使用机器学习算法,可以简化处方过程,提高剂量的正确性。尽管不同物质和病例之间的结果不均匀,并且缺乏儿科用例,确定的方法和所需的变量可以作为进一步开发预测药物剂量的算法的极好起点,特别是对于儿童。特别是基于生理学的药代动力学模型与机器学习算法的组合代表了增强所开发算法的预测能力和准确性的绝佳机会。
    BACKGROUND: Medication prescription is a complex process that could benefit from current research and development in machine learning through decision support systems. Particularly pediatricians are forced to prescribe medications \"off-label\" as children are still underrepresented in clinical studies, which leads to a high risk of an incorrect dose and adverse drug effects.
    METHODS: PubMed, IEEE Xplore and PROSPERO were searched for relevant studies that developed and evaluated well-performing machine learning algorithms following the PRISMA statement. Quality assessment was conducted in accordance with the IJMEDI checklist. Identified studies were reviewed in detail, including the required variables for predicting the correct dose, especially of pediatric medication prescription.
    RESULTS: The search identified 656 studies, of which 64 were reviewed in detail and 36 met the inclusion criteria. According to the IJMEDI checklist, five studies were considered to be of high quality. 19 of the 36 studies dealt with the active substance warfarin. Overall, machine learning algorithms based on decision trees or regression methods performed superior regarding their predictive power than algorithms based on neural networks, support vector machines or other methods. The use of ensemble methods like bagging or boosting generally enhanced the accuracy of the dose predictions. The required input and output variables of the algorithms were considerably heterogeneous and differ strongly among the respective substance.
    CONCLUSIONS: By using machine learning algorithms, the prescription process could be simplified and dosing correctness could be enhanced. Despite the heterogenous results among the different substances and cases and the lack of pediatric use cases, the identified approaches and required variables can serve as an excellent starting point for further development of algorithms predicting drug doses, particularly for children. Especially the combination of physiologically-based pharmacokinetic models with machine learning algorithms represents a great opportunity to enhance the predictive power and accuracy of the developed algorithms.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Meta-Analysis
    目的:目前尚无苯丙胺类兴奋剂(ATS)使用障碍(ATSUD)的药物治疗标准。这项系统的荟萃分析(PROSPEROCRD42022354492)旨在汇集随机安慰剂对照试验(RCT)的结果,以评估处方精神兴奋剂(PPs)对ATSUD的疗效和安全性。
    方法:搜索主要索引来源和试验注册中心,以包括2022年8月29日之前发布的记录。合格的研究是评估PPs对ATSUD的有效性和安全性的RCT。使用CochraneRoB2工具评估偏倚风险(RoB)。计算风险比(RR)和风险差异,用于二分变量的随机效应荟萃分析。计算平均差和标准化平均差(SMD),用于连续变量的随机效应荟萃分析。
    结果:10项随机对照试验(n=561名参与者)纳入荟萃分析。试验研究了哌醋甲酯(n=7),每日剂量为54-180毫克,和右苯丙胺(n=3),每日剂量为60-110毫克,2-24周。PPs显著降低终点渴望[SMD-0.29;95%置信区间(CI)=-0.55,-0.03],虽然这种减少对于苯丙胺类兴奋剂的使用没有达到统计学意义,通过尿液分析(UA)评估(RR=0.93;95%CI=0.85-1.01)。自我报告使用ATS没有观察到效果,保留在治疗中,不良事件后退出,早期的渴望,戒断和抑郁症状。在敏感性分析中,在移除有高偏倚风险的研究后,治疗与ATS阳性UA显著降低相关(RR=0.89;95%CI=0.79~0.99).在亚组分析中,哌醋甲酯和高剂量的PPs与UA使用ATS呈负相关,而较高剂量的PPs和治疗持续时间(≥20周)与较长的滞留时间呈正相关.
    结论:在苯丙胺类兴奋剂使用障碍患者中,处方精神兴奋剂治疗可能会减少ATS的使用和渴望。虽然效果大小有限,随着药物剂量的增加,它可能会增加。
    There is currently no standard of care for pharmacological treatment of amphetamine-type stimulant (ATS) use disorder (ATSUD). This systematic review with meta-analysis (PROSPERO CRD42022354492) aimed to pool results from randomized placebo-controlled trials (RCTs) to evaluate efficacy and safety of prescription psychostimulants (PPs) for ATSUD.
    Major indexing sources and trial registries were searched to include records published before 29 August 2022. Eligible studies were RCTs evaluating efficacy and safety of PPs for ATSUD. Risk of bias (RoB) was assessed using the Cochrane RoB 2 tool. Risk ratio (RR) and risk difference were calculated for random-effect meta-analysis of dichotomous variables. Mean difference and standardized mean difference (SMD) were calculated for random-effect meta-analysis of continuous variables.
    Ten RCTs (n = 561 participants) were included in the meta-analysis. Trials studied methylphenidate (n = 7), with daily doses of 54-180 mg, and dextroamphetamine (n = 3), with daily doses of 60-110 mg, for 2-24 weeks. PPs significantly decreased end-point craving [SMD  -0.29; 95% confidence interval (CI) = -0.55, -0.03], while such a decrease did not reach statistical significance for ATS use, as evaluated by urine analysis (UA) (RR = 0.93; 95% CI = 0.85-1.01). No effect was observed for self-reported ATS use, retention in treatment, dropout following adverse events, early-stage craving, withdrawal and depressive symptoms. In a sensitivity analysis, treatment was associated with a significant reduction in UA positive for ATS (RR = 0.89; 95% CI = 0.79-0.99) after removing studies with a high risk of bias. In subgroup analyses, methylphenidate and high doses of PPs were negatively associated with ATS use by UA, while higher doses of PPs and treatment duration (≥ 20 weeks) were positively associated with longer retention.
    Among individuals with amphetamine-type stimulant use disorder, treatment with prescription psychostimulants may decrease ATS use and craving. While effect size is limited, it may increase with a higher dosage of medications.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号