ADR, adverse drug reaction

ADR,药物不良反应
  • 文章类型: Journal Article
    未经批准:曲妥珠单抗可改善HER2过表达恶性肿瘤患者的预后,但与左心室射血分数降低相关。其他抗HER2疗法的心力衰竭(HF)风险尚不清楚。
    UNASSIGNED:使用世界卫生组织的药物警戒数据,作者比较了不同抗HER2方案的HF几率.
    未经评估:在VigiBase中,41,976例患者使用抗HER2单克隆抗体(曲妥珠单抗,n=16,900;帕妥珠单抗,n=1,856),抗体-药物缀合物(曲妥珠单抗emtansine[T-DM1],n=3,983;曲妥珠单抗地克替康,n=947),和酪氨酸激酶抑制剂(阿法替尼,n=10,424;拉帕替尼,n=5,704;neratinib,n=1,507;图卡替尼,n=655);此外,36,052例患者使用以抗HER2为基础的联合治疗方案出现ADR。大多数患者患有乳腺癌(单一疗法,n=17,281;组合,n=24,095)。结果包括相对于曲妥珠单抗,每种单一疗法的HF几率比较,在每个治疗类别中,在组合方案中。
    未经批准:16,900名曲妥珠单抗相关不良反应患者,2,034(12.04%)有HF报告(中位发病时间5.67个月;IQR:2.85-9.32个月),而抗体-药物缀合物则为1%至2%。在总体队列(报告OR[ROR]:17.37;99%CI:14.30-21.10)和乳腺癌亚组(ROR:17.10;99%CI:13.12-22.27)中,曲妥珠单抗相对于其他抗HER2治疗有更高的HF报告几率。帕妥珠单抗/T-DM1的HF报告几率是T-DM1单药治疗的3.4倍;图卡替尼/曲妥珠单抗/卡培他滨的几率与图卡替尼相似。在转移性乳腺癌治疗方案中,曲妥珠单抗/帕妥珠单抗/多西他赛的HF几率最高(ROR:1.42;99%CI:1.17-1.72),拉帕替尼/卡培他滨的HF几率最低(ROR:0.09;99%CI:0.04-0.23)。
    未经批准:曲妥珠单抗和帕妥珠单抗/T-DM1比其他抗HER2疗法具有更高的HF报告几率。这些数据提供了大规模,关于哪些HER2靶向方案将受益于左心室射血分数监测的真实世界洞察.
    UNASSIGNED: Trastuzumab improves outcomes in patients with HER2-overexpressing malignancies but is associated with decreases in left ventricular ejection fraction. Heart failure (HF) risks from other anti-HER2 therapies are less clear.
    UNASSIGNED: Using World Health Organization pharmacovigilance data, the authors compared HF odds across anti-HER2 regimens.
    UNASSIGNED: In VigiBase, 41,976 patients had adverse drug reactions (ADRs) with anti-HER2 monoclonal antibodies (trastuzumab, n = 16,900; pertuzumab, n = 1,856), antibody-drug conjugates (trastuzumab emtansine [T-DM1], n = 3,983; trastuzumab deruxtecan, n = 947), and tyrosine kinase inhibitors (afatinib, n = 10,424; lapatinib, n = 5,704; neratinib, n = 1,507; tucatinib, n = 655); additionally, 36,052 patients had ADRs with anti-HER2-based combination regimens. Most patients had breast cancer (monotherapies, n = 17,281; combinations, n = 24,095). Outcomes included comparison of HF odds with each monotherapy relative to trastuzumab, within each therapeutic class, and among combination regimens.
    UNASSIGNED: Of 16,900 patients with trastuzumab-associated ADRs, 2,034 (12.04%) had HF reports (median time to onset 5.67 months; IQR: 2.85-9.32 months) compared with 1% to 2% with antibody-drug conjugates. Trastuzumab had higher odds of HF reporting relative to other anti-HER2 therapies collectively in the overall cohort (reporting OR [ROR]: 17.37; 99% CI: 14.30-21.10) and breast cancer subgroup (ROR: 17.10; 99% CI: 13.12-22.27). Pertuzumab/T-DM1 had 3.4 times higher odds of HF reporting than T-DM1 monotherapy; tucatinib/trastuzumab/capecitabine had similar odds as tucatinib. Among metastatic breast cancer regimens, HF odds were highest with trastuzumab/pertuzumab/docetaxel (ROR: 1.42; 99% CI: 1.17-1.72) and lowest with lapatinib/capecitabine (ROR: 0.09; 99% CI: 0.04-0.23).
    UNASSIGNED: Trastuzumab and pertuzumab/T-DM1 had higher odds of HF reporting than other anti-HER2 therapies. These data provide large-scale, real-world insight into which HER2-targeted regimens would benefit from left ventricular ejection fraction monitoring.
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  • 文章类型: Journal Article
    抗菌药物敏感性试验是选择合适的抗菌药物治疗感染性疾病的基本任务。在诊断微生物学实验室中使用的方法中已经观察到恒定的进化。圆盘扩散或肉汤微量稀释是经典和常规的表型方法,周转时间长,劳动强度大,但仍被广泛用作金标准。科学家正在努力发展创新,适用于常规微生物实验室实践和研究的新型和更快的抗微生物药敏试验方法。为了满足要求,自动化的趋势越来越大,基因型和基于微/纳米技术的创新。检测系统的自动化以及用于在线数据分析和数据共享的计算机的集成是当前使用的自动化方法的多功能特性的巨大飞跃。基因型方法使用分子扩增技术和基因组测序检测与抗性表型相关的特定遗传标记。微流体和微滴是最近在方法的不断进步中增加的,这些方法在安全性和速度方面显示出巨大的希望,并且具有识别和监测耐药机制的前景。尽管基因型和微流体方法有许多令人兴奋的特征,然而,它们在常规临床实验室实践中的应用值得广泛验证。抗微生物药敏试验方法发展的主要动力是缩短获得结果的总体周转时间,并提高样品处理的便利性。这篇全面的叙述性综述总结了目前使用的主要常规表型方法和自动化系统,并重点介绍了一些新兴的基因型和基于微/纳米技术的抗菌药物敏感性试验方法的原理。
    Antimicrobial susceptibility testing is an essential task for selecting appropriate antimicrobial agents to treat infectious diseases. Constant evolution has been observed in methods used in the diagnostic microbiology laboratories. Disc diffusion or broth microdilution are classical and conventional phenotypic methods with long turnaround time and labour-intensive but still widely practiced as gold-standard. Scientists are striving to develop innovative, novel and faster methods of antimicrobial susceptibility testing to be applicable for routine microbiological laboratory practice and research. To meet the requirements, there is an increasing trend towards automation, genotypic and micro/nano technology-based innovations. Automation in detection systems and integration of computers for online data analysis and data sharing are giant leaps towards versatile nature of automated methods currently in use. Genotypic methods detect a specific genetic marker associated with resistant phenotypes using molecular amplification techniques and genome sequencing. Microfluidics and microdroplets are recent addition in the continuous advancement of methods that show great promises with regards to safety and speed and have the prospect to identify and monitor resistance mechanisms. Although genotypic and microfluidics methods have many exciting features, however, their applications into routine clinical laboratory practice warrant extensive validation. The main impetus behind the evolution of methods in antimicrobial susceptibility testing is to shorten the overall turnaround time in obtaining the results and to enhance the ease of sample processing. This comprehensive narrative review summarises major conventional phenotypic methods and automated systems currently in use, and highlights principles of some of the emerging genotypic and micro/nanotechnology-based methods in antimicrobial susceptibility testing.
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  • 文章类型: Journal Article
    未经评估:冠状病毒病(COVID-19)将于2019年12月底在中国爆发,很快,它开始迅速蔓延到各个国家,导致大流行爆发。由于为控制感染的传播而施加的限制,全球制造业,药品进出口和向慢性病患者提供的医疗服务受到影响。本研究旨在探讨药剂师对印度COVID-19大流行期间慢性病患者药品供应链的看法。
    未经批准:这项研究是一项前瞻性研究,涉及电话的定性研究,半结构化深度访谈。使用“访谈方案改进”方法准备并验证了药剂师的访谈指南。采用目的抽样法招募药剂师;获得电话口头同意。采访会议被录音,录音被逐字转录。Further,对转录本进行验证,随后使用NVivo软件进行分析.
    UNASSIGNED:在我们的研究中,共有8名参与者接受了访谈。对成绩单的专题分析产生了七个主要主题。研究表明,在COVID-19大流行期间,药物供应不足,药剂师在采购和储存药物方面面临着几个挑战,安排不可用的药物,配药和提供送药等服务,患者咨询。人力短缺也导致额外的工作量和加班。
    未经授权:基本药物的不间断供应是医疗保健系统的支柱。有效的计划和适当的战略对于应对这种未来的紧急情况至关重要。
    UNASSIGNED: Coronavirus disease(COVID-19) outbroke towards the end of December 2019 in China, soon it started spreading rapidly to various countries leading to an outburst of pandemic. Due to the restrictions imposed to control the spread of the infection, globally the manufacturing, import and export of medicine and the healthcare services to patients with chronic illness had been affected. This study aimed to explore the perspectives of the pharmacists on the medicine supply chain for patients with chronic diseases during COVID-19 pandemic in India.
    UNASSIGNED: This study is a prospective, qualitative research involving telephonic, semi-structured in-depth interviews. An interview guide for pharmacists was prepared and validated using \"Interview Protocol Refinement\" method. Purposive sampling method was used to recruit the pharmacists; a telephonic oral consent was obtained. The interview session was audio recorded and the recordings were transcribed verbatim. Further, transcripts were validated and later analysed using NVivo software.
    UNASSIGNED: A total of 8 participants were interviewed during our study. Thematic analysis of the transcripts resulted in seven main themes. The study showed that there was deficiency in medicine supply during the COVID-19 pandemic and the pharmacists faced several challenges in procuring and storing the medication, arranging for unavailable medicines, medication dispensing and provision of the services such as medicine delivery, patient counselling. There was also scarcity of manpower leading to extra workload and working overtime.
    UNASSIGNED: Uninterrupted supply of essential medicine is the backbone of health care system. An effective plan and appropriate strategies are vital to combat such future emergencies.
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  • 文章类型: Journal Article
    未经批准:高COVID-19疫苗覆盖率至关重要。被认为是超敏反应高风险且对COVID-19疫苗有过敏反应的患者通常会被转诊给过敏症医生进行疫苗接种评估。给予疫苗分级攻击(也称为激发试验)是可以在该群体中考虑的选项。这项研究的主要目的是描述COVID-19疫苗激发试验的结果,并了解激发试验后与超敏反应相关的预测因素作为次要目标。
    UNASSIGNED:对第一种COVID-19疫苗有超敏反应史的成年患者和高过敏患者在2022年5月之前接受了COVID-19疫苗激发试验。使用皮肤点刺试验(SPT)的协议,皮内试验(IDT),然后对确定使用的疫苗进行分级攻击.
    UNASSIGNED:共232例患者纳入分析。28人对他们的第一个COVID-19疫苗剂量过敏,204人过敏反应的风险很高。超敏反应发生在20例患者中(8.6%,95%CI:5-12.2%),由SPT后的4个反应组成,IDT后9,7在滴定挑战期间或之后。一半的反应是温和的;然而,3例患者出现严重反应。有过敏反应史的患者在激发试验后更容易出现超敏反应(aRR=2.79,95%CI:1.05-7.42)。
    UNASSIGNED:COVID-19疫苗的激发试验在对第一种COVID-19疫苗有超敏反应史的患者和高度过敏患者中具有很高的成功率。过敏反应史与COVID-19疫苗激发试验后的超敏反应有关。
    UNASSIGNED: High COVID-19 vaccine coverage is essential. Patients who are considered high risk for hypersensitivity reactions and have had an allergic reaction to the COVID-19 vaccine are usually referred to an allergist for assessment of vaccination. Administration of a vaccine graded challenge (also known as a provocation test) is an option that can be considered in this population. This primary objective of this study is to describe the outcome of the COVID-19 vaccine provocation test and to understand the predicting factors associated with hypersensitivity reaction after the provocation test as the secondary objective.
    UNASSIGNED: Adult patients with a history of hypersensitivity reaction to the first COVID-19 vaccine and high-allergic patients who underwent COVID-19 vaccine provocation test up until May 2022 were included. A protocol using skin prick test (SPT), intradermal test (IDT), followed by graded challenge was developed for the determined vaccine used.
    UNASSIGNED: A total of 232 patients were included in the analysis. Twenty-eight had hypersensitivity to their first COVID-19 vaccine dose and 204 were high risk for allergic reaction. Hypersensitivity reactions occurred in 20 patients (8.6%, 95% CI: 5-12.2%), consisting of 4 reactions after SPT, 9 after IDT, 7 during or after titrated challenge. Half of the reactions were mild; however, 3 patients developed severe reactions. Patients with history of anaphylaxis were more likely to experience hypersensitivity reaction after provocation test (aRR = 2.79, 95% CI: 1.05-7.42).
    UNASSIGNED: Provocation test in COVID-19 vaccination has a high success rate in patients with a history of hypersensitivity to the first COVID-19 vaccine and in high allergic patients. History of anaphylaxis is associated with hypersensitivity reaction after a COVID-19 vaccine provocation test.
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  • 文章类型: Journal Article
    本研究旨在评估类型,严重程度,严肃,原因,以及提交给地区自发性ADR数据库的报告中的药物不良反应(ADR)的结果。
    进行了一项回顾性观察性研究,以分析2020年1月至2020年12月沙特阿拉伯向SFDA提交的所有TabukHealthAffairs医院。该数据库是根据沙特ADR表格的字段构建的。Naranjo算法用于评估ADR的原因(SFDA,2022年)。
    一年,2,349份ADR报告,以及242种可疑药物,导致4114起反应,提交给国家食品药品监督管理局。我们发现男性比女性有更多的ADR(56.1%vs.43.8%,P<0.05)。抗菌药物(26.9%),血液学药物(19.7%),和神经精神药物(12.9%)是大多数ADR的原因。大多数反应与环丙沙星(7.7%)的使用有关,其次是洛匹那韦和利托那韦(4.1%)。使用沙丁胺醇和头孢唑啉导致2例死亡。根据Naranjo因果关系评估的结果,心血管事件(9.9%)与可疑药物的因果关系得分最高(≥9),其次是皮肤病学事件(9.5%).
    自发报告数据库是售后授权安全信息的重要且有价值的来源。在我们的研究中,大多数用作抗菌药物,心血管,血液学治疗与发生严重和严重事件的风险较高相关.我们建议以最佳方式监控和使用药物,以确保患者安全。
    UNASSIGNED: This study aimed to assess the type, severity, seriousness, reasons, and outcomes of adverse drug reactions (ADRs) in the reports submitted to the regional spontaneous ADR database.
    UNASSIGNED: A retrospective observational study was conducted to analyze all the Tabuk Health Affairs hospitals in Saudi Arabia submitted to SFDA from January 2020 to December 2020. The database was structured according to the Saudi ADR form\'s fields. The Naranjo algorithm was used to assess the causes of the ADRs (sFDA, 2022).
    UNASSIGNED: For 1 year, 2,349 ADR reports, along with 242 suspected drugs for 4,114 reactions, were submitted to SFDA. We found more males than females had ADRs (56.1% vs. 43.8%, P < 0.05).Antimicrobial drugs (26.9%), hematologic drugs (19.7%), and neuropsychiatric drugs (12.9%) were responsible for most ADRs. Most of the reactions were associated with the use of ciprofloxacin (7.7%), followed by the combination of lopinavir and ritonavir (4.1%). Two deaths resulted from salbutamol and cefazolin use. Based on the results of the Naranjo assessment of causality, cardiovascular events (9.9%) exhibited the highest score (≥9) for a causal relationship with the suspected drugs, followed by dermatological events (9.5%).
    UNASSIGNED: The spontaneous report database is an important and valuable source of aftermarket authorization safety information. In our study, most drugs used as antimicrobial, cardiovascular, and hematologic therapies were associated with a higher risk of developing severe and serious events. We recommend monitoring and using medications optimally to ensure patient safety.
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  • 文章类型: Case Reports
    利奈唑胺是一种恶唑烷酮抗生素。据报道,有6.8%的利奈唑胺治疗的患者与利奈唑胺相关的乳酸性酸中毒。乳酸性酸中毒与不良临床结局相关,高血乳酸水平导致器官功能障碍和死亡。该病例报告描述了一名64岁的中国女性乳酸性酸中毒的发展,该女性接受了33天的抗结核药物治疗和28天的口服利奈唑胺治疗结核性脑膜炎。通过停用抗结核药物并使用连续静脉静脉血液透析滤过(CVVH)可以逆转严重的乳酸性酸中毒。当病人病情稳定时,她被转移到传染病科,和抗结核药物,除了利奈唑胺,被重新引入。这并未导致乳酸性酸中毒的复发。乳酸性酸中毒和利奈唑胺之间的因果关系在药物不良反应概率量表上被归类为“可能”。该病例表明,CVVH有可能替代单独停用利奈唑胺,以快速逆转利奈唑胺相关的严重乳酸性酸中毒。
    Linezolid is an oxazolidinone antibiotic. Linezolid-associated lactic acidosis has been reported in 6.8% of linezolid-treated patients. Lactic acidosis is associated with poor clinical outcomes, with high blood lactate levels resulting in organ dysfunction and mortality. This case report describes the development of lactic acidosis in a 64-year-old Chinese woman who had received 33 days of treatment with antituberculosis drugs and 28 days of treatment with oral linezolid for tuberculous meningitis. Severe lactic acidosis was reversed by withdrawing antituberculosis drugs and using continuous venovenous hemodiafiltration (CVVH). When the patient\'s condition was stable, she was transferred to the infectious disease department, and antituberculosis drugs, with the exception of linezolid, were reintroduced. This did not result in recurrence of lactic acidosis. The causal relationship between lactic acidosis and linezolid was categorized as \'probable\' on the Adverse Drug Reaction Probability Scale. This case demonstrates that CVVH has potential as an alternative to discontinuation of linezolid alone for rapid reversal of linezolid-associated severe lactic acidosis.
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  • 文章类型: Journal Article
    背景:Saroglitazar-一种独特的双重过氧化物酶体增殖物激活受体激动剂于2013年在印度被批准用于糖尿病血脂异常。上市后研究还显示,接受saroglitazar治疗的糖尿病血脂异常合并非酒精性脂肪性肝病(NAFLD)患者的肝脏参数有所改善。
    目的:本研究的目的是评估saroglitazar对肝功能测试的影响,肝纤维化评分通过FibroScan,脂质分布,印度南部糖尿病血脂异常的NAFLD患者的HbA1c。
    方法:前瞻性,介入,我们进行了初步研究,以研究在患有2型糖尿病的NAFLD患者中使用saroglitazar的安全性和有效性.大约97名患者接受了筛查,其中85例患者根据纳入标准参与研究.临床参数和肝脏硬度在基线和治疗12周后测量,每天一次施用4mg的saroglitazar。测量基线时和治疗结束后参数的变化,并使用SPSS软件进行统计分析。
    结果:招募的患者接受了saroglitazar,并随访了12周。空腹血糖等临床参数,餐后血糖,HbA1c,总胆固醇,甘油三酯,SGPT,与基线值相比,治疗12周后,肝脏硬度显示出显着差异。在研究期间,接受saroglitazar的患者未报告药物不良反应。
    结论:在NAFLD患者中,Saroglitazar显示肝脏参数显著改善,肝纤维化和甘油三酯水平显著降低。
    BACKGROUND: Saroglitazar-a unique dual peroxisome proliferator-activated receptor agonist was approved marketing authorization in India in 2013 for diabetic dyslipidemia. Postmarketing studies have additionally shown improvement in liver parameters in diabetic dyslipidemia patients with nonalcoholic fatty liver disease (NAFLD) who received saroglitazar.
    OBJECTIVE: The aim of this study was to evaluate the effect of saroglitazar on liver function test, liver fibrosis score by FibroScan, lipid profiles, HbA1c in NAFLD patients with diabetic dyslipidemia in southern India.
    METHODS: A prospective, interventional, pilot study was performed to study the safety and efficacy of saroglitazar in NAFLD patients having type 2 diabetes mellitus. About 97 patients were screened, of which 85 patients were involved in the study based on the inclusion criteria. The clinical parameters and liver stiffness were measured at the baseline and also after 12 weeks of treatment with administration of saroglitazar 4 mg once daily. The change in the parameters at the baseline and after the end of the treatment was measured and was subjected to statistical analysis using SPSS software.
    RESULTS: The recruited patients received saroglitazar and were followed up for a period of 12 weeks. The clinical parameters such as fasting blood sugar, postprandial blood sugar, HbA1c, total cholesterol, triglycerides, SGPT, and liver stiffness showed significant difference after 12 weeks of treatment when compared with the baseline values. No adverse drug reaction was reported in patients receiving saroglitazar during the study.
    CONCLUSIONS: Saroglitazar was found to show significant improvement in liver parameters in NAFLD patients with a significant reduction in liver fibrosis and triglycerides level.
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  • 文章类型: Journal Article
    炎症性肠病(IBD)是一种慢性肠道疾病,临床表现痛苦,癌变风险高。目前没有治疗IBD的治疗方法,大力提倡开发有效的疗法。已经广泛研究了药物递送系统,以通过由炎症引起的增强的渗透性和保留(EPR)效应将治疗剂传递到发炎的结肠部位。然而,由于非靶向药物释放,该药物仍然无法达到仅利用EPR效应的有效浓度值,并且在发炎区域显示出更好的治疗效果.大量研究表明,IBD发生时,一些特异性受体和细胞粘附分子在结肠内皮和/或免疫细胞表面高表达,靶向此类受体和细胞粘附分子的配体修饰的药物递送系统可以特异性地将药物递送到发炎部位并获得巨大的疗效。本文介绍了结肠炎症部位过表达的受体和细胞粘附分子,并回顾了相关配体功能化的药物传递系统。最后,提出了该领域的挑战和未来方向,以推进用于治疗IBD的受体介导的靶向药物递送系统的开发。
    Inflammatory bowel disease (IBD) is a chronic intestinal disease with painful clinical manifestations and high risks of cancerization. With no curative therapy for IBD at present, the development of effective therapeutics is highly advocated. Drug delivery systems have been extensively studied to transmit therapeutics to inflamed colon sites through the enhanced permeability and retention (EPR) effect caused by the inflammation. However, the drug still could not achieve effective concentration value that merely utilized on EPR effect and display better therapeutic efficacy in the inflamed region because of nontargeted drug release. Substantial researches have shown that some specific receptors and cell adhesion molecules highly expresses on the surface of colonic endothelial and/or immune cells when IBD occurs, ligand-modified drug delivery systems targeting such receptors and cell adhesion molecules can specifically deliver drug into inflamed sites and obtain great curative effects. This review introduces the overexpressed receptors and cell adhesion molecules in inflamed colon sites and retrospects the drug delivery systems functionalized by related ligands. Finally, challenges and future directions in this field are presented to advance the development of the receptor-mediated targeted drug delivery systems for the therapy of IBD.
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  • 文章类型: Journal Article
    药物发现旨在寻找具有特定化学性质的用于治疗疾病的新化合物。在过去的几年里,在这个搜索中使用的方法提出了一个重要的组成部分,在计算机科学与机器学习技术的飞涨,由于其民主化。随着精准医学计划设定的目标和产生的新挑战,有必要建立健壮的,实现既定目标的标准和可重复的计算方法。目前,基于机器学习的预测模型在临床前研究之前的步骤中已经变得非常重要。这一阶段设法大大减少了发现新药的成本和研究时间。这篇综述文章的重点是如何在近年来的研究中使用这些新方法。分析该领域的最新技术将使我们了解在短期内化学信息学的发展方向,它所呈现的局限性和所取得的积极成果。这篇综述将主要关注用于对分子数据进行建模的方法,以及近年来解决的生物学问题和用于药物发现的机器学习算法。
    Drug discovery aims at finding new compounds with specific chemical properties for the treatment of diseases. In the last years, the approach used in this search presents an important component in computer science with the skyrocketing of machine learning techniques due to its democratization. With the objectives set by the Precision Medicine initiative and the new challenges generated, it is necessary to establish robust, standard and reproducible computational methodologies to achieve the objectives set. Currently, predictive models based on Machine Learning have gained great importance in the step prior to preclinical studies. This stage manages to drastically reduce costs and research times in the discovery of new drugs. This review article focuses on how these new methodologies are being used in recent years of research. Analyzing the state of the art in this field will give us an idea of where cheminformatics will be developed in the short term, the limitations it presents and the positive results it has achieved. This review will focus mainly on the methods used to model the molecular data, as well as the biological problems addressed and the Machine Learning algorithms used for drug discovery in recent years.
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  • 文章类型: Journal Article
    尽管它们有治疗作用,药物暴露可能对人体健康产生负面影响,如药物不良反应(ADR)和副作用(SE)。不良药物事件(ADE),对应于药物治疗期间发生的事件(即ADR和SE),不一定是由药物本身引起的,因为这是医疗错误和社会因素的情况。由于生物系统的复杂性,并非所有ADE都以上市药物而闻名。因此,需要新的有效方法来确定潜在风险,包括计算策略的开发。我们提出了一个ADE关联网络,该网络基于930种独特药物和6221种独特ADE之间的90,827种药物-ADE关联,在该系统上,我们实施了基于下拉方法的评分系统,用于预测药物-ADE组合。基于我们的网络,ADE提议三种药物,safinamide,Sonidegib,进一步讨论了鲁非酰胺。该模型能够识别,由文献和FDA报告支持的已知药物-ADE协会,并预测未表征的关联,如多巴胺失调综合征,或烟酸缺乏分别用于药物safinamide和sonidegib,说明了这种综合毒理学方法的力量。
    Despite of their therapeutic effects, drug\'s exposure may have negative effects on human health such as adverse drug reaction (ADR) and side effects (SE). Adverse drug events (ADEs), that correspond to an event occurring during the drug treatment (i.e. ADR and SE), is not necessarily caused by the drug itself, as this is the case with medical errors and social factors. Due to the complexity of the biological systems, not all ADEs are known for marketed drugs. Therefore, new and effective methods are needed to determine potential risks, including the development of computational strategies. We present an ADE association network based on 90,827 drug-ADE associations between 930 unique drug and 6221 unique ADE, on which we implemented a scoring system based on a pull-down approach for prediction of drug-ADE combination. Based on our network, ADEs proposed for three drugs, safinamide, sonidegib, rufinamide are further discussed. The model was able to identify, already known drug-ADE associations that are supported by the literature and FDA reports, and also to predict uncharacterized associations such as dopamine dysregulation syndrome, or nicotinic acid deficiency for the drugs safinamide and sonidegib respectively, illustrating the power of such integrative toxicological approach.
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