首页 > 最新文献

BioDrugs最新文献

英文 中文
Do the Outcomes of Clinical Efficacy Trials Matter in Regulatory Decision-Making for Biosimilars? 临床疗效试验的结果在生物仿制药的监管决策中重要吗?
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-11-01 Epub Date: 2023-10-13 DOI: 10.1007/s40259-023-00631-4
Nadine Kirsch-Stefan, Elena Guillen, Niklas Ekman, Sean Barry, Verena Knippel, Sheila Killalea, Martina Weise, Elena Wolff-Holz
<p><strong>Background: </strong>There is an increasing body of evidence supporting a more flexible approach in clinical data requirements for the approval of more complex biosimilar substances such as monoclonal antibodies (mAbs).</p><p><strong>Objective: </strong>The aim of this paper is to further analyse the role of quality/chemistry, manufacturing and controls (CMC) and clinical data for the conclusion on biosimilarity and the decision on marketing authorisation (MA).</p><p><strong>Methods: </strong>In the present study, we analysed the MA applications (MAAs) of all 33 mAbs and three fusion proteins evaluated by the European Medicines Agency (EMA) between July 2012 and November 2022 with special emphasis on all submitted rituximab (four products) and trastuzumab (seven products) biosimilar candidates, including withdrawn applications. For the two withdrawn applications, the comparative efficacy trials suggested biosimilarity, but the quality/CMC package was not accepted by EMA. We therefore investigated whether a negative MAA outcome could have been predicted based on the evidence generated in the quality/CMC packages, regardless of clinical trial data. For this purpose, we reviewed the respective European Public Assessment Reports (EPARs) or withdrawal assessment reports, and the first regulatory assessments for all these 36 MAAs (i.e. day 120 of the centralized procedure), which are not publicly available. During EMA review, where significant issues are identified which would preclude a marketing authorisation, these issues are raised as questions to the applicant and are classified as major objections (MO).</p><p><strong>Results: </strong>In 67% of cases, the outcome of the quality and clinical assessment was the same, i.e. both the quality and clinical assessments either supported approval or did not support approval. In 11% of cases, MO were identified in the quality part of the submission but not in the clinical data. In 22% of cases, MO were raised on the clinical data package but not on the quality data. However, we found no instance where seemingly negative clinical data, including failed efficacy trials, led to a negative overall decision. In each instance, the failure to confirm similar clinical performance in all investigated aspects was eventually viewed as not being related to the biosimilar per se but as being due to imbalances in the trial arms, immaturity of secondary endpoint results, change in the reference product, or even chance findings. Furthermore, when performing an in-depth analysis of the quality and clinical packages of trastuzumab and rituximab biosimilars, we found that in no case were clinical trial data necessary to resolve residual uncertainties regarding the quality part.</p><p><strong>Conclusion: </strong>The results further support the argument that sufficient evidence for biosimilarity can be obtained from a combination of analytical and functional testing and pharmacokinetic studies which may also generat
背景:越来越多的证据支持在临床数据要求中采用更灵活的方法来批准更复杂的生物类似物质,如单克隆抗体。目的:本文的目的是进一步分析质量/化学的作用,生产和对照(CMC)和临床数据,以得出生物相似性结论和上市许可决定(MA)。方法:在本研究中,我们分析了欧洲药品管理局(EMA)在2012年7月至2022年11月期间评估的所有33种单克隆抗体和三种融合蛋白的MA应用(MAA),特别强调了所有提交的利妥昔单抗(四种产品)和曲妥珠单抗(七种产品)候选生物仿制药,包括撤回的应用。对于两份撤回的申请,疗效比较试验表明其生物相似性,但EMA不接受质量/CMC包。因此,我们调查了是否可以根据质量/CMC包中产生的证据预测MAA阴性结果,而不考虑临床试验数据。为此,我们审查了各自的欧洲公共评估报告(EPAR)或退出评估报告,以及所有这36个MAA的第一次监管评估(即集中程序的第120天),这些报告均未公开。在EMA审查期间,如果发现重大问题会阻碍上市授权,这些问题会作为问题向申请人提出,并被归类为主要异议(MO)。结果:在67%的病例中,质量和临床评估的结果是相同的,即质量和临床评估要么支持批准,要么不支持批准。在11%的病例中,MO在提交的质量部分被确定,但在临床数据中没有。在22%的病例中,MO在临床数据包中提出,但在质量数据中没有提出。然而,我们没有发现任何看似负面的临床数据,包括失败的疗效试验,导致负面的总体决定。在每一种情况下,未能在所有研究方面确认类似的临床表现最终被视为与生物仿制药本身无关,而是由于试验组的不平衡、次要终点结果的不成熟、参考产品的变化,甚至偶然发现。此外,在对曲妥珠单抗和利妥昔单抗生物仿制药的质量和临床包进行深入分析时,我们发现在任何情况下都没有必要的临床试验数据来解决质量部分的残余不确定性。结论:该结果进一步支持了这样一种论点,即通过分析和功能测试以及药代动力学研究的结合,可以获得足够的生物相似性证据,这也可能产生免疫原性数据。这就对比较疗效研究在批准生物类似mAb和融合蛋白时用于监管决策的有用性提出了质疑。
{"title":"Do the Outcomes of Clinical Efficacy Trials Matter in Regulatory Decision-Making for Biosimilars?","authors":"Nadine Kirsch-Stefan,&nbsp;Elena Guillen,&nbsp;Niklas Ekman,&nbsp;Sean Barry,&nbsp;Verena Knippel,&nbsp;Sheila Killalea,&nbsp;Martina Weise,&nbsp;Elena Wolff-Holz","doi":"10.1007/s40259-023-00631-4","DOIUrl":"10.1007/s40259-023-00631-4","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;There is an increasing body of evidence supporting a more flexible approach in clinical data requirements for the approval of more complex biosimilar substances such as monoclonal antibodies (mAbs).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;The aim of this paper is to further analyse the role of quality/chemistry, manufacturing and controls (CMC) and clinical data for the conclusion on biosimilarity and the decision on marketing authorisation (MA).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;In the present study, we analysed the MA applications (MAAs) of all 33 mAbs and three fusion proteins evaluated by the European Medicines Agency (EMA) between July 2012 and November 2022 with special emphasis on all submitted rituximab (four products) and trastuzumab (seven products) biosimilar candidates, including withdrawn applications. For the two withdrawn applications, the comparative efficacy trials suggested biosimilarity, but the quality/CMC package was not accepted by EMA. We therefore investigated whether a negative MAA outcome could have been predicted based on the evidence generated in the quality/CMC packages, regardless of clinical trial data. For this purpose, we reviewed the respective European Public Assessment Reports (EPARs) or withdrawal assessment reports, and the first regulatory assessments for all these 36 MAAs (i.e. day 120 of the centralized procedure), which are not publicly available. During EMA review, where significant issues are identified which would preclude a marketing authorisation, these issues are raised as questions to the applicant and are classified as major objections (MO).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;In 67% of cases, the outcome of the quality and clinical assessment was the same, i.e. both the quality and clinical assessments either supported approval or did not support approval. In 11% of cases, MO were identified in the quality part of the submission but not in the clinical data. In 22% of cases, MO were raised on the clinical data package but not on the quality data. However, we found no instance where seemingly negative clinical data, including failed efficacy trials, led to a negative overall decision. In each instance, the failure to confirm similar clinical performance in all investigated aspects was eventually viewed as not being related to the biosimilar per se but as being due to imbalances in the trial arms, immaturity of secondary endpoint results, change in the reference product, or even chance findings. Furthermore, when performing an in-depth analysis of the quality and clinical packages of trastuzumab and rituximab biosimilars, we found that in no case were clinical trial data necessary to resolve residual uncertainties regarding the quality part.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;The results further support the argument that sufficient evidence for biosimilarity can be obtained from a combination of analytical and functional testing and pharmacokinetic studies which may also generat","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":" ","pages":"855-871"},"PeriodicalIF":6.8,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/9b/b1/40259_2023_Article_631.PMC10581956.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41190469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 2
Patients' Perceptions of Biosimilars: A Systematic Review. 患者对生物仿制药的认知:一项系统综述。
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-11-01 Epub Date: 2023-09-07 DOI: 10.1007/s40259-023-00620-7
Qiyou Wu, Zhitao Wang, Xin Wang, Hui Yu, Jing Sun

Objective: To systematically summarize and evaluate the findings of existing studies about patients' perceptions of biosimilars by assessing their attitudes and knowledge.

Methods: We conducted a systematic review of published studies concerning patients' perceptions of biosimilars, using databases of China National Knowledge Infrastructure, SinoMed, Web of Science, PubMed, Embase, and Cochrane Library. Two independent reviewers screened a total of 2197 Chinese or English papers published between 1 January 2018, and 1 October 2022. We assessed the quality of the included studies by applying the Joanna Briggs Institute appraisal tools.

Results: Forty-three studies were included in the review, with the majority originating from Europe (n = 22) and North America (n = 10). Of these studies, 37 were cross-sectional quantitative studies, three were quasi-experimental studies, and the remaining three were qualitative studies based on semi-structured interviews. The sample sizes of the included studies ranged from 9 to 6554 patients. Twenty-two out of 31 studies investigating patients' acceptance of biosimilars found that most participants expressed satisfaction with treatment using biosimilars. However, doubts about the clinical effects and regulatory approval pathway could negatively influence patients' attitudes. The majority of patients understood the economic advantages of biosimilars; however, some incorrectly connected lower prices with lower quality. Patients generally lacked knowledge about biosimilars. There were 6-51% of participants who were familiar with biosimilars, and 25-58% thought they did not know enough about biosimilars. Physicians, pharmacists, medicines agencies, academia, and patient associations were identified as the main sources of information on biosimilars for patients. Healthcare providers not informing or advising patients about switching may hinder patients from acquiring enough knowledge.

Conclusions: The majority of patients expressed satisfaction with treatment using biosimilars, but limited knowledge continued to impede their perceptions. Doubts about the clinical effects and regulatory approval pathway were identified as major factors that negatively influenced patients' attitudes towards biosimilars, while the impact of a price advantage was mixed. It is essential to maintain a focus on educating healthcare professionals about biosimilars, including their clinical outcomes and the regulatory pathway, which equips them to provide comprehensive and informed guidance to patients.

目的:通过评估患者的态度和知识,系统总结和评估现有关于患者对生物仿制药认知的研究结果。方法:我们使用中国国家知识基础设施、SinoMed、Web of Science、PubMed、Embase和Cochrane Library的数据库,对已发表的关于患者对生物仿制药认知的研究进行了系统回顾。两位独立评审员筛选了2018年1月1日至2022年10月1日期间发表的2197篇中文或英文论文。我们通过应用乔安娜·布里格斯研究所的评估工具来评估纳入研究的质量。结果:43项研究被纳入综述,其中大多数来自欧洲(n = 22)和北美(n = 10) 。在这些研究中,37项是横断面定量研究,3项是准实验研究,其余3项是基于半结构化访谈的定性研究。纳入研究的样本量在9至6554名患者之间。在31项调查患者对生物仿制药接受程度的研究中,有22项发现,大多数参与者对使用生物仿制药的治疗表示满意。然而,对临床效果和监管批准途径的怀疑可能会对患者的态度产生负面影响。大多数患者了解生物仿制药的经济优势;然而,一些人错误地将较低的价格与较低的质量联系在一起。患者通常缺乏对生物仿制药的了解。6-51%的参与者熟悉生物仿制药,25-58%的参与者认为他们对生物仿制药了解不够。医生、药剂师、药品机构、学术界和患者协会被确定为患者生物仿制药的主要信息来源。医疗保健提供者不告知或建议患者转换可能会阻碍患者获得足够的知识。结论:大多数患者对使用生物仿制药的治疗表示满意,但有限的知识继续阻碍他们的认知。对临床效果和监管批准途径的怀疑被确定为对患者对生物仿制药态度产生负面影响的主要因素,而价格优势的影响则是喜忧参半。至关重要的是,要重点教育医疗保健专业人员有关生物仿制药的知识,包括其临床结果和监管途径,使他们能够为患者提供全面和知情的指导。
{"title":"Patients' Perceptions of Biosimilars: A Systematic Review.","authors":"Qiyou Wu,&nbsp;Zhitao Wang,&nbsp;Xin Wang,&nbsp;Hui Yu,&nbsp;Jing Sun","doi":"10.1007/s40259-023-00620-7","DOIUrl":"10.1007/s40259-023-00620-7","url":null,"abstract":"<p><strong>Objective: </strong>To systematically summarize and evaluate the findings of existing studies about patients' perceptions of biosimilars by assessing their attitudes and knowledge.</p><p><strong>Methods: </strong>We conducted a systematic review of published studies concerning patients' perceptions of biosimilars, using databases of China National Knowledge Infrastructure, SinoMed, Web of Science, PubMed, Embase, and Cochrane Library. Two independent reviewers screened a total of 2197 Chinese or English papers published between 1 January 2018, and 1 October 2022. We assessed the quality of the included studies by applying the Joanna Briggs Institute appraisal tools.</p><p><strong>Results: </strong>Forty-three studies were included in the review, with the majority originating from Europe (n = 22) and North America (n = 10). Of these studies, 37 were cross-sectional quantitative studies, three were quasi-experimental studies, and the remaining three were qualitative studies based on semi-structured interviews. The sample sizes of the included studies ranged from 9 to 6554 patients. Twenty-two out of 31 studies investigating patients' acceptance of biosimilars found that most participants expressed satisfaction with treatment using biosimilars. However, doubts about the clinical effects and regulatory approval pathway could negatively influence patients' attitudes. The majority of patients understood the economic advantages of biosimilars; however, some incorrectly connected lower prices with lower quality. Patients generally lacked knowledge about biosimilars. There were 6-51% of participants who were familiar with biosimilars, and 25-58% thought they did not know enough about biosimilars. Physicians, pharmacists, medicines agencies, academia, and patient associations were identified as the main sources of information on biosimilars for patients. Healthcare providers not informing or advising patients about switching may hinder patients from acquiring enough knowledge.</p><p><strong>Conclusions: </strong>The majority of patients expressed satisfaction with treatment using biosimilars, but limited knowledge continued to impede their perceptions. Doubts about the clinical effects and regulatory approval pathway were identified as major factors that negatively influenced patients' attitudes towards biosimilars, while the impact of a price advantage was mixed. It is essential to maintain a focus on educating healthcare professionals about biosimilars, including their clinical outcomes and the regulatory pathway, which equips them to provide comprehensive and informed guidance to patients.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":" ","pages":"829-841"},"PeriodicalIF":6.8,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10542768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Malaria Vaccines: Progress to Date. 疟疾疫苗:迄今进展。
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-11-01 Epub Date: 2023-09-20 DOI: 10.1007/s40259-023-00623-4
Danielle I Stanisic, Michael F Good

Malaria is a mosquito-borne disease caused by protozoan parasites of the genus Plasmodium. Despite significant declines in malaria-attributable morbidity and mortality over the last two decades, it remains a major public health burden in many countries. This underscores the critical need for improved strategies to prevent, treat and control malaria if we are to ultimately progress towards the eradication of this disease. Ideally, this will include the development and deployment of a highly effective malaria vaccine that is able to induce long-lasting protective immunity. There are many malaria vaccine candidates in development, with more than a dozen of these in clinical development. RTS,S/AS01 (also known as Mosquirix) is the most advanced malaria vaccine and was shown to have modest efficacy against clinical malaria in phase III trials in 5- to 17-month-old infants. Following pilot implementation trials, the World Health Organisation has recommended it for use in Africa in young children who are most at risk of infection with P. falciparum, the deadliest of the human malaria parasites. It is well recognised that more effective malaria vaccines are needed. In this review, we discuss malaria vaccine candidates that have progressed into clinical evaluation and highlight the most advanced candidates: Sanaria's irradiated sporozoite vaccine (PfSPZ Vaccine), the chemoattenuated sporozoite vaccine (PfSPZ-CVac), RTS,S/AS01 and the novel malaria vaccine candidate, R21, which displayed promising, high-level efficacy in a recent small phase IIb trial in Africa.

疟疾是一种由疟原虫属原生动物引起的蚊子传播的疾病。尽管在过去二十年中,可归因于疟疾的发病率和死亡率显著下降,但它仍然是许多国家的主要公共卫生负担。这突出表明,如果我们要最终在根除疟疾方面取得进展,就迫切需要改进预防、治疗和控制疟疾的战略。理想情况下,这将包括开发和部署一种能够诱导长期保护性免疫的高效疟疾疫苗。有许多候选疟疾疫苗正在开发中,其中十几种正在临床开发中。RTS,S/AS01(也称为Mosquirix)是最先进的疟疾疫苗,在5至17个月大婴儿的III期试验中,该疫苗对临床疟疾的疗效适中。经过试点实施试验,世界卫生组织建议在非洲将其用于最有可能感染恶性疟原虫的幼儿,恶性疟原虫是人类最致命的疟原虫。众所周知,需要更有效的疟疾疫苗。在这篇综述中,我们讨论了已进入临床评估的疟疾候选疫苗,并强调了最先进的候选疫苗:Sanaria的辐照孢子虫疫苗(PfSPZ疫苗)、化学减毒孢子虫疫苗,最近在非洲进行的一项小型IIb期试验的高水平疗效。
{"title":"Malaria Vaccines: Progress to Date.","authors":"Danielle I Stanisic,&nbsp;Michael F Good","doi":"10.1007/s40259-023-00623-4","DOIUrl":"10.1007/s40259-023-00623-4","url":null,"abstract":"<p><p>Malaria is a mosquito-borne disease caused by protozoan parasites of the genus Plasmodium. Despite significant declines in malaria-attributable morbidity and mortality over the last two decades, it remains a major public health burden in many countries. This underscores the critical need for improved strategies to prevent, treat and control malaria if we are to ultimately progress towards the eradication of this disease. Ideally, this will include the development and deployment of a highly effective malaria vaccine that is able to induce long-lasting protective immunity. There are many malaria vaccine candidates in development, with more than a dozen of these in clinical development. RTS,S/AS01 (also known as Mosquirix) is the most advanced malaria vaccine and was shown to have modest efficacy against clinical malaria in phase III trials in 5- to 17-month-old infants. Following pilot implementation trials, the World Health Organisation has recommended it for use in Africa in young children who are most at risk of infection with P. falciparum, the deadliest of the human malaria parasites. It is well recognised that more effective malaria vaccines are needed. In this review, we discuss malaria vaccine candidates that have progressed into clinical evaluation and highlight the most advanced candidates: Sanaria's irradiated sporozoite vaccine (PfSPZ Vaccine), the chemoattenuated sporozoite vaccine (PfSPZ-CVac), RTS,S/AS01 and the novel malaria vaccine candidate, R21, which displayed promising, high-level efficacy in a recent small phase IIb trial in Africa.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":" ","pages":"737-756"},"PeriodicalIF":6.8,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/78/3a/40259_2023_Article_623.PMC10581939.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41125824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Future Evolution of Biosimilar Development by Application of Current Science and Available Evidence: The Developer's Perspective. 生物仿制药开发的未来发展:应用当前科学和现有证据:开发者的视角。
IF 5.4 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 Epub Date: 2023-08-05 DOI: 10.1007/s40259-023-00619-0
Hillel P Cohen, Matthew Turner, Dorothy McCabe, Gillian R Woollett

Biosimilars have been available in the USA for over a decade, and in Europe for almost two decades. In that time, biosimilars have become established in the treatment landscape for a wide range of diseases, facilitating patient access and affordability of healthcare. However, patients can still struggle to access biological therapies in some markets. There is a need to streamline the process of developing biosimilars without compromising their quality, safety, or efficacy. This opinion piece considers the efficiencies that could be achieved within the biosimilar approval process. In clinical trials for biosimilars, clinical efficacy endpoints have been shown to be less sensitive measures of biosimilarity than biochemical, biophysical, and biological functional assays. Additional clinical efficacy studies comparing potential biosimilars and reference products do not add information that is useful for regulatory purposes. Large clinical studies of biosimilars with immunogenicity endpoints are of limited value, given the quality control processes in place for all biologics, including biosimilars. The expectation for multiple-switch studies for US interchangeability designation should be reconsidered immediately, and the category should be eliminated in the future. As biosimilars are typically approved globally based on a single set of clinical trials, and all subsequent manufacturing changes are already carefully monitored by regulatory authorities, comparative pharmacokinetic testing of EU and US reference products is unnecessary. Manufacturers and regulators could take greater advantage of existing real-world evidence. Streamlining biosimilar development would enable biosimilar development of more and a wider variety of biological drugs, accelerating biosimilar development without impacting patient safety or effectiveness.

生物仿制药在美国上市已有十多年,在欧洲上市也将近二十年。在此期间,生物仿制药已经在多种疾病的治疗领域占据一席之地,为患者提供了便利,使他们能够负担得起医疗费用。然而,在某些市场上,患者仍难以获得生物疗法。有必要简化生物仿制药的开发流程,同时不影响其质量、安全性或疗效。这篇观点文章探讨了生物仿制药审批过程中可以实现的效率。在生物仿制药的临床试验中,临床疗效终点的灵敏度低于生化、生物物理和生物功能测定。对潜在生物仿制药和参比产品进行比较的其他临床疗效研究并不能增加对监管有用的信息。考虑到所有生物制剂(包括生物仿制药)的质量控制流程,对生物仿制药进行免疫原性终点的大型临床研究价值有限。应立即重新考虑对美国互换性指定进行多重转换研究的预期,并在未来取消该类别。由于生物仿制药通常只需进行一套临床试验就能在全球范围内获得批准,而且监管机构已对所有后续的生产变更进行了严格监控,因此没有必要对欧盟和美国的参比产品进行药代动力学比较试验。制造商和监管机构可以更多地利用现有的实际证据。简化生物仿制药的开发过程将使生物仿制药的开发数量更多、种类更广,从而在不影响患者安全或疗效的情况下加快生物仿制药的开发。
{"title":"Future Evolution of Biosimilar Development by Application of Current Science and Available Evidence: The Developer's Perspective.","authors":"Hillel P Cohen, Matthew Turner, Dorothy McCabe, Gillian R Woollett","doi":"10.1007/s40259-023-00619-0","DOIUrl":"10.1007/s40259-023-00619-0","url":null,"abstract":"<p><p>Biosimilars have been available in the USA for over a decade, and in Europe for almost two decades. In that time, biosimilars have become established in the treatment landscape for a wide range of diseases, facilitating patient access and affordability of healthcare. However, patients can still struggle to access biological therapies in some markets. There is a need to streamline the process of developing biosimilars without compromising their quality, safety, or efficacy. This opinion piece considers the efficiencies that could be achieved within the biosimilar approval process. In clinical trials for biosimilars, clinical efficacy endpoints have been shown to be less sensitive measures of biosimilarity than biochemical, biophysical, and biological functional assays. Additional clinical efficacy studies comparing potential biosimilars and reference products do not add information that is useful for regulatory purposes. Large clinical studies of biosimilars with immunogenicity endpoints are of limited value, given the quality control processes in place for all biologics, including biosimilars. The expectation for multiple-switch studies for US interchangeability designation should be reconsidered immediately, and the category should be eliminated in the future. As biosimilars are typically approved globally based on a single set of clinical trials, and all subsequent manufacturing changes are already carefully monitored by regulatory authorities, comparative pharmacokinetic testing of EU and US reference products is unnecessary. Manufacturers and regulators could take greater advantage of existing real-world evidence. Streamlining biosimilar development would enable biosimilar development of more and a wider variety of biological drugs, accelerating biosimilar development without impacting patient safety or effectiveness.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"583-593"},"PeriodicalIF":5.4,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/f0/9e/40259_2023_Article_619.PMC10432323.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10027954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The Emerging Safety Profile of JAK Inhibitors in Rheumatic Diseases. JAK抑制剂在风湿病治疗中的安全性
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s40259-023-00612-7
Jasvinder A Singh

Janus kinase inhibitor (JAKi) medications are small-molecule drugs that affect intracellular signal transduction. They are highly effective oral medications that have been approved for the treatment of various rheumatic diseases, with rheumatoid arthritis being a key example of an autoimmune rheumatic disease. JAKi are oral-route medications that are alternatives to injectable biologic therapies, launched in the late 1990s. While most safety concerns with JAKi are similar to the biologics, there are many differences. New data on comparative safety of JAKi versus tumor necrosis factor inhibitors (TNFi) were recently published that led to new black box warnings by the US Food and Drug Administration (FDA) about cardiovascular and cancer risks and a label change for JAKi. This review summarizes the current published data with regards to the safety of JAKi, focused on rheumatic diseases. Specifically, any risk differences between agents or across different indications are discussed, as well as the risk factors for these adverse outcomes.

Janus激酶抑制剂(JAKi)药物是影响细胞内信号转导的小分子药物。它们是非常有效的口服药物,已被批准用于治疗各种风湿性疾病,类风湿性关节炎是自身免疫性风湿性疾病的一个重要例子。JAKi是口服途径的药物,是可注射生物疗法的替代品,于20世纪90年代末推出。虽然JAKi的大多数安全问题与生物制剂相似,但也有许多不同之处。最近发表的JAKi与肿瘤坏死因子抑制剂(TNFi)比较安全性的新数据导致美国食品和药物管理局(FDA)发布了关于心血管和癌症风险的新黑框警告,并更改了JAKi的标签。这篇综述总结了目前已发表的关于JAKi安全性的数据,重点是风湿病。具体来说,讨论了药物之间或不同适应症之间的任何风险差异,以及这些不良结果的风险因素。
{"title":"The Emerging Safety Profile of JAK Inhibitors in Rheumatic Diseases.","authors":"Jasvinder A Singh","doi":"10.1007/s40259-023-00612-7","DOIUrl":"https://doi.org/10.1007/s40259-023-00612-7","url":null,"abstract":"<p><p>Janus kinase inhibitor (JAKi) medications are small-molecule drugs that affect intracellular signal transduction. They are highly effective oral medications that have been approved for the treatment of various rheumatic diseases, with rheumatoid arthritis being a key example of an autoimmune rheumatic disease. JAKi are oral-route medications that are alternatives to injectable biologic therapies, launched in the late 1990s. While most safety concerns with JAKi are similar to the biologics, there are many differences. New data on comparative safety of JAKi versus tumor necrosis factor inhibitors (TNFi) were recently published that led to new black box warnings by the US Food and Drug Administration (FDA) about cardiovascular and cancer risks and a label change for JAKi. This review summarizes the current published data with regards to the safety of JAKi, focused on rheumatic diseases. Specifically, any risk differences between agents or across different indications are discussed, as well as the risk factors for these adverse outcomes.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"625-635"},"PeriodicalIF":6.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10012887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 2
Exploring the Use of Monoclonal Antibodies and Antiviral Therapies for Early Treatment of COVID-19 Outpatients in a Real-World Setting: A Nationwide Study from England and Italy. 探索在现实世界中使用单克隆抗体和抗病毒疗法早期治疗COVID-19门诊患者:一项来自英国和意大利的全国性研究。
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s40259-023-00601-w
Francesco Ciccimarra, Nicoletta Luxi, Chiara Bellitto, Luca L' Abbate, Pasquale De Nardo, Alessia Savoldi, Alison Yeomans, Mariam Molokhia, Evelina Tacconelli, Gianluca Trifirò

Background: Real-world data on early treatment of coronavirus disease 2019 (COVID-19) outpatients with newly approved therapies are sparse.

Aim: To explore the pattern of use of monoclonal antibodies (mAbs)/antiviral therapies approved for early COVID-19 treatment in non-hospitalized patients from England and Italy from December 2021 to October 2022.

Methods: Public national dashboards on weekly mAb/antiviral use and/or severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection diagnoses from the Italian Medicines Agency, the Italian National Institute of Health, National Health Service in England and the UK Government were explored. Prevalence of antiviral use in outpatients during the entire study period and every two weeks was calculated, as a whole and by class and compounds. An interrupted time-series (ITS) analysis was carried out to assess the impact of predominant SARS-CoV-2 variants over time on the prevalence of use of mAbs/antivirals in England and Italy.

Results: Overall, 77,469 and 195,604 doses of mAbs/antivirals were respectively administered to a total of 10,630,903 (7.3 per 1000) and 18,168,365 (10.8 per 1000) patients diagnosed with SARS-CoV-2 infection in England and Italy. Prevalence of use every two weeks increased from 0.07% to 3.1% in England and 0.9% to 2.3% in Italy during the study period. Regarding individual compounds, sotrovimab (prevalence of use, 1.6%) and nirmatrelvir/ritonavir (1.6%) in England, and nirmatrelvir/ritonavir (1.7%) and molnupiravir (0.5%) in Italy, reported the highest prevalence during a 2-week period. In the ITS analysis, the transition from Delta to Omicron variant predominance was associated with a significant increase in the use of sotrovimab, molnupiravir, remdesivir and nirmatrelvir/ritonavir in both England and Italy, with a reduction of other marketed mAbs. The extent of the increase was higher in England than in Italy for all these drugs except for nirmatrelvir/ritonavir.

Conclusions: In this dual nationwide study, the prevalence of use of mAbs/antivirals against SARS-CoV-2 for early outpatients' treatment increased slowly up to 2.0-3.0% of all patients diagnosed with SARS-CoV-2 infection in both England and Italy from December 2021 to October 2022. The trend of individual drug use varied in relation to predominant SARS-CoV-2 variants with some differences across countries. In line with scientific societies' guidelines, nirmatrelvir/ritonavir was the most frequently prescribed antiviral in both countries in the most recent period.

背景:关于2019冠状病毒病(COVID-19)门诊患者使用新批准疗法早期治疗的真实世界数据很少。目的:探讨2021年12月至2022年10月英国和意大利非住院患者早期COVID-19获批单克隆抗体/抗病毒疗法的使用模式。方法:对意大利药品管理局、意大利国家卫生研究所、英格兰国家卫生服务中心和英国政府提供的每周单抗/抗病毒药物使用和/或严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)感染诊断的公共国家仪表板进行研究。在整个研究期间和每两周计算门诊患者抗病毒药物使用的流行率,作为一个整体,按类别和化合物计算。进行了中断时间序列(ITS)分析,以评估随时间变化的主要SARS-CoV-2变体对英格兰和意大利单克隆抗体/抗病毒药物使用流行率的影响。结果:总体而言,在英国和意大利,分别为10,630,903(每1000人中有7.3人)和18,168,365(每1000人中有10.8人)诊断为SARS-CoV-2感染的患者提供了77,469剂和195,604剂单克隆抗体/抗病毒药物。在研究期间,英国每两周使用一次的患病率从0.07%上升到3.1%,意大利从0.9%上升到2.3%。就单个化合物而言,英国的sotrovimab(使用率为1.6%)和nirmatrelvir/ritonavir(使用率为1.6%),意大利的nirmatrelvir/ritonavir(使用率为1.7%)和molnupiravir(使用率为0.5%)在2周内报告的使用率最高。在ITS分析中,从Delta到Omicron变体优势的转变与英国和意大利sotrovimab、molnupiravir、remdesivir和nirmatrelvir/ritonavir的使用显著增加有关,而其他已上市的单抗则减少。除尼马特利韦/利托那韦外,所有这些药物在英国的增长幅度都高于意大利。结论:在这项双重全国性研究中,从2021年12月至2022年10月,在英国和意大利,所有确诊为SARS-CoV-2感染的患者中,早期门诊患者使用抗SARS-CoV-2单克隆抗体/抗病毒药物的患病率缓慢上升至2.0-3.0%。个人药物使用趋势因主要的SARS-CoV-2变体而异,各国之间存在一些差异。根据科学学会的指导方针,nirmatrelvir/ritonavir是这两个国家最近最常用的抗病毒药物。
{"title":"Exploring the Use of Monoclonal Antibodies and Antiviral Therapies for Early Treatment of COVID-19 Outpatients in a Real-World Setting: A Nationwide Study from England and Italy.","authors":"Francesco Ciccimarra,&nbsp;Nicoletta Luxi,&nbsp;Chiara Bellitto,&nbsp;Luca L' Abbate,&nbsp;Pasquale De Nardo,&nbsp;Alessia Savoldi,&nbsp;Alison Yeomans,&nbsp;Mariam Molokhia,&nbsp;Evelina Tacconelli,&nbsp;Gianluca Trifirò","doi":"10.1007/s40259-023-00601-w","DOIUrl":"https://doi.org/10.1007/s40259-023-00601-w","url":null,"abstract":"<p><strong>Background: </strong>Real-world data on early treatment of coronavirus disease 2019 (COVID-19) outpatients with newly approved therapies are sparse.</p><p><strong>Aim: </strong>To explore the pattern of use of monoclonal antibodies (mAbs)/antiviral therapies approved for early COVID-19 treatment in non-hospitalized patients from England and Italy from December 2021 to October 2022.</p><p><strong>Methods: </strong>Public national dashboards on weekly mAb/antiviral use and/or severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection diagnoses from the Italian Medicines Agency, the Italian National Institute of Health, National Health Service in England and the UK Government were explored. Prevalence of antiviral use in outpatients during the entire study period and every two weeks was calculated, as a whole and by class and compounds. An interrupted time-series (ITS) analysis was carried out to assess the impact of predominant SARS-CoV-2 variants over time on the prevalence of use of mAbs/antivirals in England and Italy.</p><p><strong>Results: </strong>Overall, 77,469 and 195,604 doses of mAbs/antivirals were respectively administered to a total of 10,630,903 (7.3 per 1000) and 18,168,365 (10.8 per 1000) patients diagnosed with SARS-CoV-2 infection in England and Italy. Prevalence of use every two weeks increased from 0.07% to 3.1% in England and 0.9% to 2.3% in Italy during the study period. Regarding individual compounds, sotrovimab (prevalence of use, 1.6%) and nirmatrelvir/ritonavir (1.6%) in England, and nirmatrelvir/ritonavir (1.7%) and molnupiravir (0.5%) in Italy, reported the highest prevalence during a 2-week period. In the ITS analysis, the transition from Delta to Omicron variant predominance was associated with a significant increase in the use of sotrovimab, molnupiravir, remdesivir and nirmatrelvir/ritonavir in both England and Italy, with a reduction of other marketed mAbs. The extent of the increase was higher in England than in Italy for all these drugs except for nirmatrelvir/ritonavir.</p><p><strong>Conclusions: </strong>In this dual nationwide study, the prevalence of use of mAbs/antivirals against SARS-CoV-2 for early outpatients' treatment increased slowly up to 2.0-3.0% of all patients diagnosed with SARS-CoV-2 infection in both England and Italy from December 2021 to October 2022. The trend of individual drug use varied in relation to predominant SARS-CoV-2 variants with some differences across countries. In line with scientific societies' guidelines, nirmatrelvir/ritonavir was the most frequently prescribed antiviral in both countries in the most recent period.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"675-684"},"PeriodicalIF":6.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/99/17/40259_2023_Article_601.PMC10163563.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10000880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 1
Assessment of Reported Adverse Events After Interchanging Between TNF-α Inhibitor Biosimilars in the WHO Pharmacovigilance Database. 世卫组织药物警戒数据库中TNF-α抑制剂生物类似药互换后报告的不良事件评估
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s40259-023-00603-8
Orhon Pauline, Marion Robert, Claire Bernardeau, Alex Hlavaty, Michele Fusaroli, Matthieu Roustit, Jean-Luc Cracowski, Charles Khouri
<p><strong>Background and objective: </strong>Observational studies have shown that a significant proportion of patients interchanging between tumor necrosis factor-α inhibitor biosimilars withdraws from the new treatment because of adverse effects. We aim to analyze adverse events related to interchanging from tumor necrosis factor-α (TNF-α) inhibitor reference products to biosimilars and between biosimilars reported in the World Health Organization pharmacovigilance database.</p><p><strong>Methods: </strong>We extracted all cases reporting the Medical Dictionary for Regulatory Activities term "Product substitution issue (PT)" for TNF-α inhibitors. Then, we analyzed and categorized all adverse events reported in more than 1% of cases. We compared the adverse events reported according to reporter qualification, type of switch, and type of TNF-α inhibitor using Chi<sup>2</sup> tests. We conducted a network analysis coupled with a clustering approach to identify syndromes of co-reported adverse events.</p><p><strong>Results: </strong>In the World Health Organization pharmacovigilance database, 2543 cases and 6807 adverse events related to TNF-α inhibitor interchangeability have been reported up to October 2022. Injection-site reactions were the most reported adverse events with 940 cases (37.0%), followed by modifications in drug effect in 607 cases (23.9%). Musculoskeletal, cutaneous, and gastrointestinal disorders linked to the underlying disease were reported in 505 (20.0%), 145 (5.7%), and 207 (8.1%) cases, respectively. Adverse events non-related to the underlying disease were nonspecific (n = 458, 18.0%), neurologic (n = 224, 8.8%), respiratory (n = 132, 5.2%), and psychological disorders (n = 64, 2.5%). Injection-site reactions and infection-related symptoms (e.g., nasopharyngitis, urinary tract infection, lower respiratory tract infection) were more reported by non-healthcare professionals while adverse events related to reduced clinical efficacy (e.g., drug ineffective, arthralgia, psoriasis) were more reported by healthcare professionals. The proportions of injection-site reactions were higher when switching between biosimilars of the same reference product, but the proportions of adverse events related to reduced clinical efficacy (e.g., psoriasis, arthritis, psoriatic arthropathy) were more reported when switching from a reference product. The main differences in the proportions of reported cases between adalimumab, infliximab, and etanercept were driven by symptoms related to the underlying targeted diseases, except for a higher reporting rate of injection-site pain with adalimumab. Adverse events evocative of hypersensitivity reactions were reported in 192 (7.6%) cases. Most of the network clusters concerned non-specific adverse events or were related to reduced clinical efficacy.</p><p><strong>Conclusions: </strong>This analysis highlights the burden of patient-reported adverse events when interchanging between TNF-α inhibitor biosim
背景和目的:观察性研究表明,调换肿瘤坏死因子-α抑制剂生物类似药的患者中,有相当比例的患者因不良反应而退出新治疗。我们的目的是分析肿瘤坏死因子-α (TNF-α)抑制剂参考产品与生物仿制药的交换以及世界卫生组织药物警戒数据库中报告的生物仿制药之间的不良事件。方法:我们提取了所有报告肿瘤坏死因子-α抑制剂监管活动医学词典术语“产品替代问题(PT)”的病例。然后,我们对超过1%的病例报告的所有不良事件进行分析和分类。我们使用Chi2试验比较了根据报告者资格、开关类型和TNF-α抑制剂类型报道的不良事件。我们进行了网络分析,结合聚类方法来识别共同报告的不良事件的综合征。结果:截至2022年10月,在世界卫生组织药物警戒数据库中,已报告了与TNF-α抑制剂互换性相关的2543例和6807例不良事件。注射部位反应是报告最多的不良事件,共940例(37.0%),其次是药物作用改变607例(23.9%)。分别有505例(20.0%)、145例(5.7%)和207例(8.1%)报告了与潜在疾病相关的肌肉骨骼、皮肤和胃肠道疾病。与基础疾病无关的不良事件为非特异性(n = 458,18.0%)、神经系统(n = 224, 8.8%)、呼吸系统(n = 132, 5.2%)和心理障碍(n = 64, 2.5%)。注射部位反应和感染相关症状(如鼻咽炎、尿路感染、下呼吸道感染)更多由非卫生保健专业人员报告,而与临床疗效降低相关的不良事件(如药物无效、关节痛、牛皮癣)更多由卫生保健专业人员报告。在相同参考产品的生物仿制药之间切换时,注射部位反应的比例更高,但在从参考产品切换时,与临床疗效降低相关的不良事件(例如,银屑病,关节炎,银屑病关节病)的比例更多。阿达木单抗、英夫利昔单抗和依那西普之间报告病例比例的主要差异是由与潜在靶向疾病相关的症状驱动的,除了阿达木单抗报告的注射部位疼痛率更高。192例(7.6%)报告了引起过敏反应的不良事件。大多数网络聚类涉及非特异性不良事件或与临床疗效降低有关。结论:该分析强调了TNF-α抑制剂生物类似药互换时患者报告的不良事件负担,特别是注射部位反应、非特异性不良事件和与临床疗效降低相关的症状。我们的研究还强调了患者和医疗保健专业人员之间报告模式的差异,这取决于切换的类型。由于缺少数据,监管活动术语编码医学词典缺乏准确性,以及不良事件报告率的可变性,结果受到限制。因此,不良事件的发生率不能从这些结果推断出来。
{"title":"Assessment of Reported Adverse Events After Interchanging Between TNF-α Inhibitor Biosimilars in the WHO Pharmacovigilance Database.","authors":"Orhon Pauline,&nbsp;Marion Robert,&nbsp;Claire Bernardeau,&nbsp;Alex Hlavaty,&nbsp;Michele Fusaroli,&nbsp;Matthieu Roustit,&nbsp;Jean-Luc Cracowski,&nbsp;Charles Khouri","doi":"10.1007/s40259-023-00603-8","DOIUrl":"https://doi.org/10.1007/s40259-023-00603-8","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background and objective: &lt;/strong&gt;Observational studies have shown that a significant proportion of patients interchanging between tumor necrosis factor-α inhibitor biosimilars withdraws from the new treatment because of adverse effects. We aim to analyze adverse events related to interchanging from tumor necrosis factor-α (TNF-α) inhibitor reference products to biosimilars and between biosimilars reported in the World Health Organization pharmacovigilance database.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;We extracted all cases reporting the Medical Dictionary for Regulatory Activities term \"Product substitution issue (PT)\" for TNF-α inhibitors. Then, we analyzed and categorized all adverse events reported in more than 1% of cases. We compared the adverse events reported according to reporter qualification, type of switch, and type of TNF-α inhibitor using Chi&lt;sup&gt;2&lt;/sup&gt; tests. We conducted a network analysis coupled with a clustering approach to identify syndromes of co-reported adverse events.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;In the World Health Organization pharmacovigilance database, 2543 cases and 6807 adverse events related to TNF-α inhibitor interchangeability have been reported up to October 2022. Injection-site reactions were the most reported adverse events with 940 cases (37.0%), followed by modifications in drug effect in 607 cases (23.9%). Musculoskeletal, cutaneous, and gastrointestinal disorders linked to the underlying disease were reported in 505 (20.0%), 145 (5.7%), and 207 (8.1%) cases, respectively. Adverse events non-related to the underlying disease were nonspecific (n = 458, 18.0%), neurologic (n = 224, 8.8%), respiratory (n = 132, 5.2%), and psychological disorders (n = 64, 2.5%). Injection-site reactions and infection-related symptoms (e.g., nasopharyngitis, urinary tract infection, lower respiratory tract infection) were more reported by non-healthcare professionals while adverse events related to reduced clinical efficacy (e.g., drug ineffective, arthralgia, psoriasis) were more reported by healthcare professionals. The proportions of injection-site reactions were higher when switching between biosimilars of the same reference product, but the proportions of adverse events related to reduced clinical efficacy (e.g., psoriasis, arthritis, psoriatic arthropathy) were more reported when switching from a reference product. The main differences in the proportions of reported cases between adalimumab, infliximab, and etanercept were driven by symptoms related to the underlying targeted diseases, except for a higher reporting rate of injection-site pain with adalimumab. Adverse events evocative of hypersensitivity reactions were reported in 192 (7.6%) cases. Most of the network clusters concerned non-specific adverse events or were related to reduced clinical efficacy.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;This analysis highlights the burden of patient-reported adverse events when interchanging between TNF-α inhibitor biosim","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"699-707"},"PeriodicalIF":6.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10010299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 2
Staying Ahead of the Game: How SARS-CoV-2 has Accelerated the Application of Machine Learning in Pandemic Management. 保持领先地位:SARS-CoV-2如何加速机器学习在大流行管理中的应用。
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s40259-023-00611-8
Alexander H Williams, Chang-Guo Zhan

In recent years, machine learning (ML) techniques have garnered considerable interest for their potential use in accelerating the rate of drug discovery. With the emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, the utilization of ML has become even more crucial in the search for effective antiviral medications. The pandemic has presented the scientific community with a unique challenge, and the rapid identification of potential treatments has become an urgent priority. Researchers have been able to accelerate the process of identifying drug candidates, repurposing existing drugs, and designing new compounds with desirable properties using machine learning in drug discovery. To train predictive models, ML techniques in drug discovery rely on the analysis of large datasets, including both experimental and clinical data. These models can be used to predict the biological activities, potential side effects, and interactions with specific target proteins of drug candidates. This strategy has proven to be an effective method for identifying potential coronavirus disease 2019 (COVID-19) and other disease treatments. This paper offers a thorough analysis of the various ML techniques implemented to combat COVID-19, including supervised and unsupervised learning, deep learning, and natural language processing. The paper discusses the impact of these techniques on pandemic drug development, including the identification of potential treatments, the understanding of the disease mechanism, and the creation of effective and safe therapeutics. The lessons learned can be applied to future outbreaks and drug discovery initiatives.

近年来,机器学习(ML)技术因其在加速药物发现速度方面的潜在用途而引起了相当大的兴趣。随着严重急性呼吸系统综合征冠状病毒2 (SARS-CoV-2)大流行的出现,在寻找有效的抗病毒药物方面,ML的使用变得更加重要。大流行给科学界带来了独特的挑战,迅速确定潜在的治疗方法已成为一项紧迫的优先事项。研究人员已经能够在药物发现中使用机器学习来加速识别候选药物、重新利用现有药物以及设计具有理想特性的新化合物的过程。为了训练预测模型,药物发现中的机器学习技术依赖于对大型数据集的分析,包括实验和临床数据。这些模型可用于预测候选药物的生物活性、潜在副作用以及与特定靶蛋白的相互作用。事实证明,这一策略是识别潜在的2019冠状病毒病(COVID-19)和其他疾病治疗的有效方法。本文全面分析了为抗击COVID-19而实施的各种机器学习技术,包括监督和无监督学习、深度学习和自然语言处理。本文讨论了这些技术对流行病药物开发的影响,包括确定潜在的治疗方法,了解疾病机制,以及创建有效和安全的治疗方法。吸取的经验教训可应用于今后的疫情暴发和药物发现举措。
{"title":"Staying Ahead of the Game: How SARS-CoV-2 has Accelerated the Application of Machine Learning in Pandemic Management.","authors":"Alexander H Williams,&nbsp;Chang-Guo Zhan","doi":"10.1007/s40259-023-00611-8","DOIUrl":"https://doi.org/10.1007/s40259-023-00611-8","url":null,"abstract":"<p><p>In recent years, machine learning (ML) techniques have garnered considerable interest for their potential use in accelerating the rate of drug discovery. With the emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, the utilization of ML has become even more crucial in the search for effective antiviral medications. The pandemic has presented the scientific community with a unique challenge, and the rapid identification of potential treatments has become an urgent priority. Researchers have been able to accelerate the process of identifying drug candidates, repurposing existing drugs, and designing new compounds with desirable properties using machine learning in drug discovery. To train predictive models, ML techniques in drug discovery rely on the analysis of large datasets, including both experimental and clinical data. These models can be used to predict the biological activities, potential side effects, and interactions with specific target proteins of drug candidates. This strategy has proven to be an effective method for identifying potential coronavirus disease 2019 (COVID-19) and other disease treatments. This paper offers a thorough analysis of the various ML techniques implemented to combat COVID-19, including supervised and unsupervised learning, deep learning, and natural language processing. The paper discusses the impact of these techniques on pandemic drug development, including the identification of potential treatments, the understanding of the disease mechanism, and the creation of effective and safe therapeutics. The lessons learned can be applied to future outbreaks and drug discovery initiatives.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"649-674"},"PeriodicalIF":6.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10011383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 1
Unlocking the Power of Complement-Dependent Cytotoxicity: Engineering Strategies for the Development of Potent Therapeutic Antibodies for Cancer Treatments. 释放补体依赖性细胞毒性的力量:开发用于癌症治疗的有效治疗抗体的工程策略。
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s40259-023-00618-1
Wonju Lee, Sang Min Lee, Sang Taek Jung

The complement system is a crucial part of the innate immune response, providing defense against invading pathogens and cancer cells. Recently, it has become evident that the complement system plays a significant role in anticancer activities, particularly through complement-dependent cytotoxicity (CDC), alongside antibody-dependent cell-mediated cytotoxicity (ADCC) and antibody-dependent cell-mediated phagocytosis (ADCP). With the discovery of new roles for serum complement molecules in the human immune system, various approaches are being pursued to develop CDC-enhanced antibody therapeutics. In this review, we focus on successful antibody engineering strategies for enhancing CDC, analyzing the lessons learned and the limitations of each approach. Furthermore, we outline potential pathways for the development of antibody therapeutics specifically aimed at enhancing CDC for superior therapeutic efficacy in the future.

补体系统是先天免疫反应的重要组成部分,为入侵的病原体和癌细胞提供防御。最近,补体系统在抗癌活性中发挥着重要作用,特别是通过补体依赖性细胞毒性(CDC)、抗体依赖性细胞介导细胞毒性(ADCC)和抗体依赖性细胞介导吞噬(ADCP)。随着血清补体分子在人体免疫系统中的新作用的发现,人们正在寻求各种方法来开发cdc增强的抗体治疗方法。在这篇综述中,我们重点介绍了一些成功的抗体工程策略,分析了各种方法的经验教训和局限性。此外,我们概述了开发抗体疗法的潜在途径,专门用于增强CDC在未来的优越治疗效果。
{"title":"Unlocking the Power of Complement-Dependent Cytotoxicity: Engineering Strategies for the Development of Potent Therapeutic Antibodies for Cancer Treatments.","authors":"Wonju Lee,&nbsp;Sang Min Lee,&nbsp;Sang Taek Jung","doi":"10.1007/s40259-023-00618-1","DOIUrl":"https://doi.org/10.1007/s40259-023-00618-1","url":null,"abstract":"<p><p>The complement system is a crucial part of the innate immune response, providing defense against invading pathogens and cancer cells. Recently, it has become evident that the complement system plays a significant role in anticancer activities, particularly through complement-dependent cytotoxicity (CDC), alongside antibody-dependent cell-mediated cytotoxicity (ADCC) and antibody-dependent cell-mediated phagocytosis (ADCP). With the discovery of new roles for serum complement molecules in the human immune system, various approaches are being pursued to develop CDC-enhanced antibody therapeutics. In this review, we focus on successful antibody engineering strategies for enhancing CDC, analyzing the lessons learned and the limitations of each approach. Furthermore, we outline potential pathways for the development of antibody therapeutics specifically aimed at enhancing CDC for superior therapeutic efficacy in the future.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"637-648"},"PeriodicalIF":6.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10011395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
In Vitro Biological Characterization of Recombinant Insulin Aspart from Biogenomics and Originator Insulin Aspart. 重组胰岛素天冬氨酸的体外生物学特性研究。
IF 6.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s40259-023-00607-4
Akshay G Mishra, Rutuja B Deshmane, Damodar K Thappa, Jeseena Lona, Nikhil S Ghade, Sanjay M Sonar, Archana R Krishnan

Background: Bioassays are used to identify the pharmacological activity of new or chemically unknown compounds, as well as their undesirable effect, including toxicity. Biological assays are also required to ensure the quality, safety, and efficacy of recombinant biologics to confirm its biosimilarity to its originator. In the present study, analytical similarity between the biosimilar and its innovator is established by in vitro bioassays.

Objective: The objective of this study was to show the comparative in vitro characterization of the recombinant insulin aspart from BioGenomics with its originator insulin aspart, using relevant biological assays.

Methods: In vitro assays such as receptor binding, receptor autophosphorylation, glucose uptake, and mitogenic potential were analyzed for biological characterization of BioGenomics recombinant insulin aspart (BGL-ASP) manufactured by BioGenomics Limited and NovoRapid® as the reference medicinal product (RMP) manufactured by Novo Nordisk. Insulin receptor binding was studied by a state-of-the-art method, surface plasmon resonance (SPR) for biomolecular interactions. The receptor autophosphorylation assay measures the phosphorylated insulin receptor in cell lysates. The glucose uptake assay measures the uptake of glucose by 3T3-L1 cells in the presence of insulin. Lipogenesis was studied in treated 3T3-L1 cells by detecting the accumulation of lipid droplets in the cells. Mitogenic effect was studied by cell proliferation assay using MCF-7 cells. A rabbit bioidentity test was performed by measuring the sudden decrease in blood glucose in the presence of insulin.

Results: The binding studies showed that the affinity of BGL-ASP was highly comparable to NovoRapid®. Insulin receptor autophosphorylation, glucose uptake, and lipogenesis demonstrated high similarity to the RMP. The mitogenic assay for BGL-ASP did not show any proliferative effect and was comparable to the RMP. The in vivo bioidentity test showed that the BGL-ASP is highly similar to the innovator, NovoRapid®.

Conclusion: The biological characterization studies of BGL-ASP demonstrated high binding and functional similarity to NovoRapid®.

背景:生物测定法用于鉴定新的或化学未知化合物的药理活性,以及它们的不良影响,包括毒性。还需要进行生物测定,以确保重组生物制剂的质量、安全性和有效性,以确认其与原制剂的生物相似性。在本研究中,生物仿制药和创新药之间的分析相似性是通过体外生物测定来确定的。目的:本研究的目的是通过相关的生物学分析,比较BioGenomics公司的重组胰岛素天门冬氨酸及其前身胰岛素天门冬氨酸的体外特性。方法:采用体外受体结合、受体自磷酸化、葡萄糖摄取、有丝分裂潜能等方法分析BioGenomics公司生产的重组胰岛素-天门苷(BGL-ASP)和诺和诺德公司生产的参比药物NovoRapid®(RMP)的生物学特性。胰岛素受体结合研究了最先进的方法,表面等离子体共振(SPR)的生物分子相互作用。受体自磷酸化试验测量细胞裂解物中磷酸化的胰岛素受体。葡萄糖摄取试验测量胰岛素存在下3T3-L1细胞对葡萄糖的摄取。通过检测细胞内脂滴的积累,研究3T3-L1细胞的脂肪生成。用MCF-7细胞增殖实验研究有丝分裂效应。通过测量在胰岛素存在下血糖的突然下降,进行了兔生物特性试验。结果:结合研究表明,BGL-ASP的亲和力与NovoRapid具有高度可比性。胰岛素受体自磷酸化、葡萄糖摄取和脂肪生成与RMP高度相似。BGL-ASP的有丝分裂实验没有显示任何增殖作用,与RMP相当。体内生物特性试验表明,BGL-ASP与创新者NovoRapid®高度相似。结论:BGL-ASP与NovoRapid具有高结合性和功能相似性。
{"title":"In Vitro Biological Characterization of Recombinant Insulin Aspart from Biogenomics and Originator Insulin Aspart.","authors":"Akshay G Mishra,&nbsp;Rutuja B Deshmane,&nbsp;Damodar K Thappa,&nbsp;Jeseena Lona,&nbsp;Nikhil S Ghade,&nbsp;Sanjay M Sonar,&nbsp;Archana R Krishnan","doi":"10.1007/s40259-023-00607-4","DOIUrl":"https://doi.org/10.1007/s40259-023-00607-4","url":null,"abstract":"<p><strong>Background: </strong>Bioassays are used to identify the pharmacological activity of new or chemically unknown compounds, as well as their undesirable effect, including toxicity. Biological assays are also required to ensure the quality, safety, and efficacy of recombinant biologics to confirm its biosimilarity to its originator. In the present study, analytical similarity between the biosimilar and its innovator is established by in vitro bioassays.</p><p><strong>Objective: </strong>The objective of this study was to show the comparative in vitro characterization of the recombinant insulin aspart from BioGenomics with its originator insulin aspart, using relevant biological assays.</p><p><strong>Methods: </strong>In vitro assays such as receptor binding, receptor autophosphorylation, glucose uptake, and mitogenic potential were analyzed for biological characterization of BioGenomics recombinant insulin aspart (BGL-ASP) manufactured by BioGenomics Limited and NovoRapid<sup>®</sup> as the reference medicinal product (RMP) manufactured by Novo Nordisk. Insulin receptor binding was studied by a state-of-the-art method, surface plasmon resonance (SPR) for biomolecular interactions. The receptor autophosphorylation assay measures the phosphorylated insulin receptor in cell lysates. The glucose uptake assay measures the uptake of glucose by 3T3-L1 cells in the presence of insulin. Lipogenesis was studied in treated 3T3-L1 cells by detecting the accumulation of lipid droplets in the cells. Mitogenic effect was studied by cell proliferation assay using MCF-7 cells. A rabbit bioidentity test was performed by measuring the sudden decrease in blood glucose in the presence of insulin.</p><p><strong>Results: </strong>The binding studies showed that the affinity of BGL-ASP was highly comparable to NovoRapid<sup>®</sup>. Insulin receptor autophosphorylation, glucose uptake, and lipogenesis demonstrated high similarity to the RMP. The mitogenic assay for BGL-ASP did not show any proliferative effect and was comparable to the RMP. The in vivo bioidentity test showed that the BGL-ASP is highly similar to the innovator, NovoRapid<sup>®</sup>.</p><p><strong>Conclusion: </strong>The biological characterization studies of BGL-ASP demonstrated high binding and functional similarity to NovoRapid<sup>®</sup>.</p>","PeriodicalId":9022,"journal":{"name":"BioDrugs","volume":"37 5","pages":"709-719"},"PeriodicalIF":6.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10007652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
期刊
BioDrugs
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1