Pub Date : 2024-08-02DOI: 10.1208/s12248-024-00944-4
Michel Y Louge, Jasdeep Mandur, Plamen Grigorov, William Blincoe, David Lamberto, Colton Bower, Robert F Meyer
A non-invasive capacitance instrument was embedded in the base of a vacuum-drying tray to monitor continuously the residual amount of solvent left in a pharmaceutical powder. Proof of concept was validated with Microcrystalline Cellulose laced with water, as well as water/acetone mixtures absorbed in a spray-dried Copovidone powder. To illustrate the role of impermeability of the base, we derive a model of vapor sorption that reveals the existence of a kinetic limit when solids are thinly spread, and a diffusion limit with greatly diminished effective diffusivity at large powder thickness. By monitoring the residual solvent content of powders, this new in situ technique offers advantages over indirect methods like mass spectrometry of vapor effluents, but without complications associated with probe fouling. To prescribe design guidelines and interpret signals, we model the electric field shed by the probe when a powder holds variable solvent mass fraction in the vertical direction.
{"title":"Non-Invasive, Continuous, Quantitative Detection of Solvent Content in Vacuum Tray Drying.","authors":"Michel Y Louge, Jasdeep Mandur, Plamen Grigorov, William Blincoe, David Lamberto, Colton Bower, Robert F Meyer","doi":"10.1208/s12248-024-00944-4","DOIUrl":"10.1208/s12248-024-00944-4","url":null,"abstract":"<p><p>A non-invasive capacitance instrument was embedded in the base of a vacuum-drying tray to monitor continuously the residual amount of solvent left in a pharmaceutical powder. Proof of concept was validated with Microcrystalline Cellulose laced with water, as well as water/acetone mixtures absorbed in a spray-dried Copovidone powder. To illustrate the role of impermeability of the base, we derive a model of vapor sorption that reveals the existence of a kinetic limit when solids are thinly spread, and a diffusion limit with greatly diminished effective diffusivity at large powder thickness. By monitoring the residual solvent content of powders, this new in situ technique offers advantages over indirect methods like mass spectrometry of vapor effluents, but without complications associated with probe fouling. To prescribe design guidelines and interpret signals, we model the electric field shed by the probe when a powder holds variable solvent mass fraction in the vertical direction.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 5","pages":"89"},"PeriodicalIF":5.0,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141989472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-31DOI: 10.1208/s12248-024-00959-x
Qiang Qu, Susana Liu, Zhiping You, Gregory S Steeno, Lisa A Dyleski, Xue Mu, Ying Wang, Daniel Baltrukonis
Duplicate analysis has been a conventional practice in the industry for ligand-binding assays (LBA), particularly for plate-based platforms like Enzyme-linked immunosorbent assay (ELISA) and Meso Scale Discovery (MSD) assays. Recent whitepapers and guidance have opened a door to exploring the implementation of single-well (singlicate) analysis approach for LBAs. Although the bioanalytical industry has actively investigated the suitability of singlicate analysis, applications in supporting regulated LBA bioanalysis are limited. The primary reason for this limitation is the absence of appropriate strategy to facilitate the transition from duplicate to singlicate analysis. In this paper we present the first case study with our data-driven approach to implement singlicate analysis in a clinical pharmacokinetics (PK) plate based LBA assay with ISR data. The central aspect of this strategy is a head-to-head comparison with Precision and Accuracy assessment in both duplicate and singlicate formats as the initial stage of assay validation. Subsequently, statistical analysis is conducted to evaluate method variability in both precision and accuracy. The results of our study indicated that there was no impactful difference between duplicate vs singlicate, affirming the suitability of singlicate analysis for the remaining steps of PK assay validation. The validation results obtained through singlicate analysis demonstrated acceptable assay performance characteristics across all validation parameters, aligning with regulatory guidance. The validated PK assay in singlicate has been employed to support a Phase I study. The appropriateness of singlicate analyses is further supported by initial Incurred Sample Reanalysis (ISR) data in which 90.1% of ISR samples fall within the acceptable criteria.
{"title":"A Data Driven Strategy and Case Study for Implementation of Singlicate Analysis in Ligand Binding Assays Used for PK Quantitation.","authors":"Qiang Qu, Susana Liu, Zhiping You, Gregory S Steeno, Lisa A Dyleski, Xue Mu, Ying Wang, Daniel Baltrukonis","doi":"10.1208/s12248-024-00959-x","DOIUrl":"10.1208/s12248-024-00959-x","url":null,"abstract":"<p><p>Duplicate analysis has been a conventional practice in the industry for ligand-binding assays (LBA), particularly for plate-based platforms like Enzyme-linked immunosorbent assay (ELISA) and Meso Scale Discovery (MSD) assays. Recent whitepapers and guidance have opened a door to exploring the implementation of single-well (singlicate) analysis approach for LBAs. Although the bioanalytical industry has actively investigated the suitability of singlicate analysis, applications in supporting regulated LBA bioanalysis are limited. The primary reason for this limitation is the absence of appropriate strategy to facilitate the transition from duplicate to singlicate analysis. In this paper we present the first case study with our data-driven approach to implement singlicate analysis in a clinical pharmacokinetics (PK) plate based LBA assay with ISR data. The central aspect of this strategy is a head-to-head comparison with Precision and Accuracy assessment in both duplicate and singlicate formats as the initial stage of assay validation. Subsequently, statistical analysis is conducted to evaluate method variability in both precision and accuracy. The results of our study indicated that there was no impactful difference between duplicate vs singlicate, affirming the suitability of singlicate analysis for the remaining steps of PK assay validation. The validation results obtained through singlicate analysis demonstrated acceptable assay performance characteristics across all validation parameters, aligning with regulatory guidance. The validated PK assay in singlicate has been employed to support a Phase I study. The appropriateness of singlicate analyses is further supported by initial Incurred Sample Reanalysis (ISR) data in which 90.1% of ISR samples fall within the acceptable criteria.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 5","pages":"88"},"PeriodicalIF":5.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141861570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Western blot (WB) assays are routinely used for detection and quantification of biomarkers. Although assay validation to measure biomarkers in complex matrices has become a mainstay process for ligand binding assays (LBA) and mass spectrometry (MS), no guidelines exist yet validate biomarker methods using WB techniques. In this cross-industry white paper, we outlined in detail the key steps for development and for validation of WB assays for protein biomarkers under different contexts of use (COU). In addition, we described how to determine the level of assay validation needed for biomarker assays using Western blotting. For simplicity, we described two paths of WB assay validation. The first path (Path 1) is for biomarkers being analyzed for exploratory research or for internal go- or no/go- decision making. The second path (Path 2) is for clinical decision making such as dose determination or drug response that need to be run in a regulated environment. This work is supported through AAPS Biomarkers and Precision Medicine subteam and represents AAPS members opinion.
免疫印迹(Western blot,WB)测定通常用于检测和量化生物标记物。尽管在复杂基质中测量生物标记物的测定验证已成为配体结合测定(LBA)和质谱测定(MS)的主要流程,但目前还没有使用 WB 技术验证生物标记物方法的指南。在这份跨行业白皮书中,我们详细介绍了在不同使用环境 (COU) 下开发和验证蛋白质生物标记物 WB 检测的关键步骤。此外,我们还介绍了如何确定使用 Western 印迹法进行生物标记物检测所需的检测验证水平。为简单起见,我们描述了两种 Western 印迹检测验证途径。第一条路径(路径 1)适用于为探索性研究或内部决策而分析的生物标记物。第二条路径(路径 2)适用于临床决策,如剂量测定或药物反应,需要在规范的环境中运行。这项工作得到了 AAPS 生物标记物和精准医学小组的支持,并代表了 AAPS 成员的意见。
{"title":"Recommendations for Development and Validation of a Fit-For-Purpose Biomarker Assays Using Western Blotting; An-AAPS Sponsored Initiative to Harmonize Industry Practices.","authors":"Arvind Kinhikar, Mohamed Hassanein, Jake Harman, Catherine Soderstrom, Kimberly Honrine, Amy Lavelle, Marie-Anne Valentin, Joel Mathews","doi":"10.1208/s12248-024-00946-2","DOIUrl":"10.1208/s12248-024-00946-2","url":null,"abstract":"<p><p>Western blot (WB) assays are routinely used for detection and quantification of biomarkers. Although assay validation to measure biomarkers in complex matrices has become a mainstay process for ligand binding assays (LBA) and mass spectrometry (MS), no guidelines exist yet validate biomarker methods using WB techniques. In this cross-industry white paper, we outlined in detail the key steps for development and for validation of WB assays for protein biomarkers under different contexts of use (COU). In addition, we described how to determine the level of assay validation needed for biomarker assays using Western blotting. For simplicity, we described two paths of WB assay validation. The first path (Path 1) is for biomarkers being analyzed for exploratory research or for internal go- or no/go- decision making. The second path (Path 2) is for clinical decision making such as dose determination or drug response that need to be run in a regulated environment. This work is supported through AAPS Biomarkers and Precision Medicine subteam and represents AAPS members opinion.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 5","pages":"87"},"PeriodicalIF":5.0,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141767970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-24DOI: 10.1208/s12248-024-00953-3
Carley Karsten, Karin Grannas, Oskar Bergman, Robert Movérare, Matthew Roforth, Maria Alice V Willrich, Melissa R Snyder, Yifei K Yang
Monitoring anti-drug antibodies (ADAs) to infliximab and adalimumab is critical to treatment management in various autoimmune disorders. The growing need for proactive therapeutic monitoring further requires the detection of ADAs in the presence of measurable concentrations of infliximab or adalimumab. To provide robust analytical assays for clinical application, we evaluated two automated immunoassays developed using ImmunoCAP™ technology and based on the bridging format to measure serum ADAs to infliximab and adalimumab respectively. Without an acid-dissociation step, these research prototype assays can detect a positive control monoclonal ADA towards infliximab and adalimumab, ranging from < 25 ng/ml to 10,000 ng/mL. Both assays exhibit imprecision less than 20% at different ADA titer levels and can distinguish ADAs towards different drug targets. In method comparison using authentic patient samples, the quantitative results of the ADA assays are not directly comparable to two existing clinical immunoassays for ADAs (correlation coefficient rs = 0.673 for infliximab ADAs; rs = 0.510 for adalimumab ADAs), presumably due to the lack of commutable ADA standards and the polyclonal nature of ADAs. Nevertheless, there is qualitative agreement between the methods when evaluating putative positive and negative patient samples (overall agreement 0.83 for infliximab ADAs; 0.76 for adalimumab ADAs). Biotin and high levels of rheumatoid factors may interfere with the performance of the automated assays due to competitive binding with the biotinylated drug and non-specific formation of bridging complexes. The two ImmunoCAP assays can provide new analytical methods for proactive therapeutic monitoring of adalimumab and infliximab.
监测英夫利昔单抗和阿达木单抗的抗药抗体(ADA)对于各种自身免疫性疾病的治疗管理至关重要。随着主动治疗监测需求的不断增长,进一步要求在英夫利昔单抗或阿达木单抗浓度可测量的情况下检测抗药抗体。为了给临床应用提供可靠的分析测定,我们评估了利用 ImmunoCAP™ 技术开发的两种自动免疫测定,这两种测定基于桥接格式,可分别测定血清中英夫利昔单抗和阿达木单抗的 ADAs。在没有酸解离步骤的情况下,这些研究原型测定可检测到英夫利昔单抗和阿达木单抗的阳性对照单克隆 ADA(英夫利昔单抗 ADA 的 s = 0.673;阿达木单抗 ADA 的 rs = 0.510),这可能是由于缺乏可通用的 ADA 标准和 ADA 的多克隆性质。不过,在评估推定的阳性和阴性患者样本时,这两种方法的定性一致(英夫利昔单抗ADA的总体一致度为0.83;阿达木单抗ADA的总体一致度为0.76)。生物素和高水平的类风湿因子可能会干扰自动测定的性能,因为它们会与生物素化药物竞争性结合并形成非特异性桥接复合物。这两种 ImmunoCAP 检测法可为阿达木单抗和英夫利昔单抗的前瞻性治疗监测提供新的分析方法。
{"title":"Evaluating the Performance of Two Automated Anti-drug Antibodies Assays for Infliximab and Adalimumab Without Acid Dissociation.","authors":"Carley Karsten, Karin Grannas, Oskar Bergman, Robert Movérare, Matthew Roforth, Maria Alice V Willrich, Melissa R Snyder, Yifei K Yang","doi":"10.1208/s12248-024-00953-3","DOIUrl":"10.1208/s12248-024-00953-3","url":null,"abstract":"<p><p>Monitoring anti-drug antibodies (ADAs) to infliximab and adalimumab is critical to treatment management in various autoimmune disorders. The growing need for proactive therapeutic monitoring further requires the detection of ADAs in the presence of measurable concentrations of infliximab or adalimumab. To provide robust analytical assays for clinical application, we evaluated two automated immunoassays developed using ImmunoCAP™ technology and based on the bridging format to measure serum ADAs to infliximab and adalimumab respectively. Without an acid-dissociation step, these research prototype assays can detect a positive control monoclonal ADA towards infliximab and adalimumab, ranging from < 25 ng/ml to 10,000 ng/mL. Both assays exhibit imprecision less than 20% at different ADA titer levels and can distinguish ADAs towards different drug targets. In method comparison using authentic patient samples, the quantitative results of the ADA assays are not directly comparable to two existing clinical immunoassays for ADAs (correlation coefficient r<sub>s</sub> = 0.673 for infliximab ADAs; r<sub>s</sub> = 0.510 for adalimumab ADAs), presumably due to the lack of commutable ADA standards and the polyclonal nature of ADAs. Nevertheless, there is qualitative agreement between the methods when evaluating putative positive and negative patient samples (overall agreement 0.83 for infliximab ADAs; 0.76 for adalimumab ADAs). Biotin and high levels of rheumatoid factors may interfere with the performance of the automated assays due to competitive binding with the biotinylated drug and non-specific formation of bridging complexes. The two ImmunoCAP assays can provide new analytical methods for proactive therapeutic monitoring of adalimumab and infliximab.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 5","pages":"86"},"PeriodicalIF":5.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141753291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-24DOI: 10.1208/s12248-024-00948-0
Erica L Friedman, Leah W Falade, Michael G Bartlett
The effectiveness of the regulatory initiatives, strategies, and incentives put forth in the first two authorizations of the Generic Drug User Fees Act (GDUFA) were evaluated using factors including the number of Abbreviated New Drug Application (ANDA) withdrawals and first-cycle approvals. GDUFA was originally authorized in 2012 for FY 2013-2017 (GDUFA I) and reauthorized for FY 2018-2022 (GDUFA II). ANDA approvals were analyzed from the Drugs @ FDA database covering 2013-2022. From the applications, the approval time, dosage form and route of administration (ROA), product indication, market status of the product, first generic status, company and company size filing the ANDA were noted. Despite the COVID pandemic, there was more than a 40% increase in ANDA approvals during GDUFA II relative to GDUFA I. Oral and parenteral drugs were the two leading categories of approved generics during both iterations of GDUFA. There was more than a 120% increase in withdrawn applications during GDUFA II, which reflects the partial refund that is now offered to incentivize companies to withdraw inadequate applications prior to review. This also appears to have contributed to an increase in the number of first-cycle approvals, which increased by 100% between GDUFA I and II. Due to the COVID-19 public health emergency, there was a decrease in activity within the generic drug program and market. Therefore, it is important to consider this impact when observing actual trends from this study.
对《非专利药品使用费法案》(GDUFA)前两次授权中提出的监管举措、战略和激励措施的有效性进行了评估,评估因素包括简略新药申请(ANDA)撤回数量和第一周期批准数量。GDUFA 最初于 2012 年获得 2013-2017 财年授权(GDUFA I),并于 2018-2022 财年再次获得授权(GDUFA II)。从 2013-2022 年的 Drugs @ FDA 数据库中分析了 ANDA 批准情况。从这些申请中,我们注意到了批准时间、剂型和给药途径 (ROA)、产品适应症、产品的市场地位、首仿药地位、申请 ANDA 的公司和公司规模。尽管 COVID 大流行,但与 GDUFA I 相比,GDUFA II 期间的 ANDA 批准量增加了 40%以上。在 GDUFA II 期间,撤回的申请增加了 120%以上,这反映了现在为鼓励公司在审查前撤回不充分的申请而提供的部分退款。这似乎也促成了第一周期批准数量的增加,在 GDUFA I 和 II 期之间增加了 100%。由于 COVID-19 公共卫生突发事件,仿制药计划和市场活动有所减少。因此,在观察本研究的实际趋势时,必须考虑到这一影响。
{"title":"Evaluation of the Generic Drug User Fee Act (GDUFA) Program for Fiscal Years 2013-2022.","authors":"Erica L Friedman, Leah W Falade, Michael G Bartlett","doi":"10.1208/s12248-024-00948-0","DOIUrl":"10.1208/s12248-024-00948-0","url":null,"abstract":"<p><p>The effectiveness of the regulatory initiatives, strategies, and incentives put forth in the first two authorizations of the Generic Drug User Fees Act (GDUFA) were evaluated using factors including the number of Abbreviated New Drug Application (ANDA) withdrawals and first-cycle approvals. GDUFA was originally authorized in 2012 for FY 2013-2017 (GDUFA I) and reauthorized for FY 2018-2022 (GDUFA II). ANDA approvals were analyzed from the Drugs @ FDA database covering 2013-2022. From the applications, the approval time, dosage form and route of administration (ROA), product indication, market status of the product, first generic status, company and company size filing the ANDA were noted. Despite the COVID pandemic, there was more than a 40% increase in ANDA approvals during GDUFA II relative to GDUFA I. Oral and parenteral drugs were the two leading categories of approved generics during both iterations of GDUFA. There was more than a 120% increase in withdrawn applications during GDUFA II, which reflects the partial refund that is now offered to incentivize companies to withdraw inadequate applications prior to review. This also appears to have contributed to an increase in the number of first-cycle approvals, which increased by 100% between GDUFA I and II. Due to the COVID-19 public health emergency, there was a decrease in activity within the generic drug program and market. Therefore, it is important to consider this impact when observing actual trends from this study.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 5","pages":"85"},"PeriodicalIF":5.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141753332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-15DOI: 10.1208/s12248-024-00954-2
Maxime Usdin, Valerie Quarmby, James Zanghi, Coen Bernaards, Laura Liao, Joel Laxamana, Benjamin Wu, Steven Swanson, Yuan Song, Patty Siguenza
Measurement of anti-drug antibodies (ADA) to assess the incidence of ADA in a clinical trial is a critical step in immunogenicity assessment during the development of a protein therapeutic. We developed novel graphical approaches to illustrate clinical trial ADA data for the PD-L1 inhibitor atezolizumab (Tecentriq) that included a systematic analysis of the impact of the timing of ADA sampling and ADA assay drug tolerance on reported ADA incidence. We found that approaches used across the industry for ADA incidence analysis provide a limited view of immunogenicity in oncology studies, where ADA detection may be confounded by both drug dosage and patient attrition. Moreover, these approaches can miss important temporal information about the immune response. Our results demonstrated that the methodology of ADA assessment for the atezolizumab program was specifically designed to capture most ADA responses to ensure accurate reporting of ADA incidence. We further showed that the use of sparse sampling and/or ADA test methods with insufficient drug tolerance may result in a significant underreporting of ADA incidence. We conclude that the comparison of ADA incidence between different drugs can be highly misleading and that a test method with appropriate sensitivity in the presence of the drug and a clinical sampling scheme that is aligned with ADA responses to a drug is required to accurately report ADA incidence.
测量抗药抗体(ADA)以评估临床试验中的 ADA 发生率是蛋白质疗法开发过程中免疫原性评估的关键步骤。我们开发了新颖的图形方法来说明 PD-L1 抑制剂阿特珠单抗(Tecentriq)的临床试验 ADA 数据,包括系统分析 ADA 采样时间和 ADA 检测药物耐受性对报告 ADA 发生率的影响。我们发现,业界用于 ADA 发生率分析的方法只能有限地反映肿瘤研究中的免疫原性,因为 ADA 检测可能会受到药物剂量和患者自然减员的影响。此外,这些方法可能会遗漏免疫反应的重要时间信息。我们的研究结果表明,阿特珠单抗项目的 ADA 评估方法专门用于捕捉大多数 ADA 反应,以确保准确报告 ADA 发生率。我们进一步发现,使用稀疏取样和/或药物耐受性不足的 ADA 测试方法可能会导致 ADA 发生率严重低报。我们的结论是,比较不同药物的 ADA 发生率可能会产生很大的误导,要准确报告 ADA 发生率,就必须采用在药物存在时具有适当灵敏度的检测方法,并采用与 ADA 对药物的反应相一致的临床采样计划。
{"title":"Immunogenicity of Atezolizumab: Influence of Testing Method and Sampling Frequency on Reported Anti-drug Antibody Incidence Rates.","authors":"Maxime Usdin, Valerie Quarmby, James Zanghi, Coen Bernaards, Laura Liao, Joel Laxamana, Benjamin Wu, Steven Swanson, Yuan Song, Patty Siguenza","doi":"10.1208/s12248-024-00954-2","DOIUrl":"10.1208/s12248-024-00954-2","url":null,"abstract":"<p><p>Measurement of anti-drug antibodies (ADA) to assess the incidence of ADA in a clinical trial is a critical step in immunogenicity assessment during the development of a protein therapeutic. We developed novel graphical approaches to illustrate clinical trial ADA data for the PD-L1 inhibitor atezolizumab (Tecentriq) that included a systematic analysis of the impact of the timing of ADA sampling and ADA assay drug tolerance on reported ADA incidence. We found that approaches used across the industry for ADA incidence analysis provide a limited view of immunogenicity in oncology studies, where ADA detection may be confounded by both drug dosage and patient attrition. Moreover, these approaches can miss important temporal information about the immune response. Our results demonstrated that the methodology of ADA assessment for the atezolizumab program was specifically designed to capture most ADA responses to ensure accurate reporting of ADA incidence. We further showed that the use of sparse sampling and/or ADA test methods with insufficient drug tolerance may result in a significant underreporting of ADA incidence. We conclude that the comparison of ADA incidence between different drugs can be highly misleading and that a test method with appropriate sensitivity in the presence of the drug and a clinical sampling scheme that is aligned with ADA responses to a drug is required to accurately report ADA incidence.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 4","pages":"84"},"PeriodicalIF":5.0,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141621742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-15DOI: 10.1208/s12248-024-00949-z
Jie Liu, Yongguo Zhang, Chao Liu, Liang Fang
Salts of weakly basic drugs can partially dissociate in formulations, to give basic drugs and counter acids. The aim of the present study was to clarify the effect of physicochemical properties on the basic drug-acid-polymer interactions and salt-polymer miscibility, and to explain the influence mechanism at the molecular level. Six maleate salts with different physicochemical properties were selected and PVA was used as the film forming material. The relationship between the physicochemical properties and the miscibility was presented with multiple linear regression analysis. The existence state of salts in formulations were determined by XRD and Raman imaging. The stability of salts was characterized by NMR and XPS. The intermolecular interactions were investigated by FTIR and NMR. The results showed that the salt-PVA miscibility was related to polar surface area of salts and Tg of free bases, which represented hydrogen bond interaction and solubility potential. The basic drug-acid-PVA intermolecular interactions determined the existence state and bonding pattern of the three molecules. Meanwhile, the decrease of the stability after formulation increased the number of free bases in orodispersible films, which in turn affected the miscibility with PVA. The study provided references for the rational design of PVA based orodispersible films.
{"title":"Effect of Physicochemical Properties on the Basic Drug-Acid-Polymer Interactions and Miscibility in PVA Based Orodispersible Films.","authors":"Jie Liu, Yongguo Zhang, Chao Liu, Liang Fang","doi":"10.1208/s12248-024-00949-z","DOIUrl":"10.1208/s12248-024-00949-z","url":null,"abstract":"<p><p>Salts of weakly basic drugs can partially dissociate in formulations, to give basic drugs and counter acids. The aim of the present study was to clarify the effect of physicochemical properties on the basic drug-acid-polymer interactions and salt-polymer miscibility, and to explain the influence mechanism at the molecular level. Six maleate salts with different physicochemical properties were selected and PVA was used as the film forming material. The relationship between the physicochemical properties and the miscibility was presented with multiple linear regression analysis. The existence state of salts in formulations were determined by XRD and Raman imaging. The stability of salts was characterized by NMR and XPS. The intermolecular interactions were investigated by FTIR and NMR. The results showed that the salt-PVA miscibility was related to polar surface area of salts and T<sub>g</sub> of free bases, which represented hydrogen bond interaction and solubility potential. The basic drug-acid-PVA intermolecular interactions determined the existence state and bonding pattern of the three molecules. Meanwhile, the decrease of the stability after formulation increased the number of free bases in orodispersible films, which in turn affected the miscibility with PVA. The study provided references for the rational design of PVA based orodispersible films.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 4","pages":"83"},"PeriodicalIF":5.0,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141621741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-12DOI: 10.1208/s12248-024-00952-4
Min-Soo Kim, Dagmar M Hajducek, James C Gilbert, Alfonso Iorio, Bernd Jilma, Andrea N Edginton
Lack of Factor VIII (FVIII) concentrates is one of limiting factors for Hemophilia A prophylaxis in resource-limited countries. Rondaptivon pegol (BT200) is a pegylated aptamer and has been shown to elevate the level of von Willebrand Factor (VWF) and FVIII in previous studies. A population pharmacokinetic model for BT200 was built and linked to the kinetic models of VWF and FVIII based on reasonable assumptions. The developed PK/PD model for BT200 described the observed kinetic of BT200, VWF, and FVIII in healthy volunteers and patients with mild-to-moderate hemophilia A from two clinical trials. The developed model was evaluated using an external dataset in patients with severe hemophilia A taking recombinant FVIII products. The developed and evaluated PK/PD model was able to describe and predict concentration-time profiles of BT200, VWF, and FVIII in healthy volunteers and patients with hemophilia A. Concentration-time profiles of FVIII were then predicted following coadministration of plasma-derived FVIII concentrate and BT200 under various dosing scenarios in virtual patients with severe hemophilia A. Plasma-derived products, that contain VWF, are more accessible in low-resource countries as compared to their recombinant counterparts. The predicted time above 1 and 3 IU/dL FVIII in one week was compared between scenarios in the absence and presence of BT200. A combination dose of 6 mg BT200 once weekly plus 10 IU/kg plasma-derived FVIII twice weekly maintained similar coverage to a 30 IU/kg FVIII thrice weekly dose in absence of BT200, representing only 22% of the FVIII dose per week.
{"title":"Kinetic Modeling for BT200 to Predict the Level of Plasma-Derived Coagulation Factor VIII in Humans.","authors":"Min-Soo Kim, Dagmar M Hajducek, James C Gilbert, Alfonso Iorio, Bernd Jilma, Andrea N Edginton","doi":"10.1208/s12248-024-00952-4","DOIUrl":"10.1208/s12248-024-00952-4","url":null,"abstract":"<p><p>Lack of Factor VIII (FVIII) concentrates is one of limiting factors for Hemophilia A prophylaxis in resource-limited countries. Rondaptivon pegol (BT200) is a pegylated aptamer and has been shown to elevate the level of von Willebrand Factor (VWF) and FVIII in previous studies. A population pharmacokinetic model for BT200 was built and linked to the kinetic models of VWF and FVIII based on reasonable assumptions. The developed PK/PD model for BT200 described the observed kinetic of BT200, VWF, and FVIII in healthy volunteers and patients with mild-to-moderate hemophilia A from two clinical trials. The developed model was evaluated using an external dataset in patients with severe hemophilia A taking recombinant FVIII products. The developed and evaluated PK/PD model was able to describe and predict concentration-time profiles of BT200, VWF, and FVIII in healthy volunteers and patients with hemophilia A. Concentration-time profiles of FVIII were then predicted following coadministration of plasma-derived FVIII concentrate and BT200 under various dosing scenarios in virtual patients with severe hemophilia A. Plasma-derived products, that contain VWF, are more accessible in low-resource countries as compared to their recombinant counterparts. The predicted time above 1 and 3 IU/dL FVIII in one week was compared between scenarios in the absence and presence of BT200. A combination dose of 6 mg BT200 once weekly plus 10 IU/kg plasma-derived FVIII twice weekly maintained similar coverage to a 30 IU/kg FVIII thrice weekly dose in absence of BT200, representing only 22% of the FVIII dose per week.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 4","pages":"81"},"PeriodicalIF":5.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141592028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Currently, Biopharmaceutics Classification System (BCS) classes I and III are the only biological exemptions of immediate-release solid oral dosage forms eligible for regulatory approval. However, through virtual bioequivalence (VBE) studies, BCS class II drugs may qualify for biological exemptions if reliable and validated modeling is used. Here, we sought to establish physiologically based pharmacokinetic (PBPK) models, in vitro-in vivo relationship (IVIVR), and VBE models for enteric-coated omeprazole capsules, to establish a clinically-relevant dissolution specification (CRDS) for screening BE and non-BE batches, and to ultimately develop evaluation criteria for generic omeprazole enteric-coated capsules. To establish omeprazole's IVIVR based on the PBPK model, we explored its in vitro dissolution conditions and then combined in vitro dissolution profile studies with in vivo clinical trials. The predicted omeprazole pharmacokinetics (PK) profiles and parameters closely matched the observed PK data. Based on the VBE results, the bioequivalence study of omeprazole enteric-coated capsules required at least 48 healthy Chinese subjects. Based on the CRDS, the capsules' in vitro dissolution should not be < 28%-54%, < 52%, or < 80% after two, three, and six hours, respectively. Failure to meet these dissolution criteria may result in non-bioequivalence. Here, PBPK modeling and IVIVR methods were used to bridge the in vitro dissolution of the drug with in vivo PK to establish the BE safety space of omeprazole enteric-coated capsules. The strategy used in this study can be applied in BE studies of other BCS II generics to obtain biological exemptions and accelerate drug development.
目前,生物制药分类系统(BCS)I 类和 III 类是符合监管审批条件的速释口服固体制剂的唯一生物豁免。不过,通过虚拟生物等效性(VBE)研究,如果使用可靠且经过验证的模型,BCS II 类药物也有资格获得生物豁免。在此,我们试图为奥美拉唑肠溶胶囊建立基于生理学的药代动力学(PBPK)模型、体外-体内关系(IVIVR)和虚拟生物等效性(VBE)模型,为筛选BE和非BE批次建立临床相关溶出度规范(CRDS),并最终为奥美拉唑肠溶胶囊仿制药制定评价标准。为了根据 PBPK 模型确定奥美拉唑的 IVIVR,我们探讨了其体外溶出条件,然后将体外溶出曲线研究与体内临床试验相结合。预测的奥美拉唑药代动力学(PK)曲线和参数与观察到的 PK 数据非常吻合。根据 VBE 结果,奥美拉唑肠溶胶囊的生物等效性研究需要至少 48 名健康的中国受试者。根据 CRDS,奥美拉唑肠溶胶囊的体外溶出度不应该出现以下问题
{"title":"Establishing Virtual Bioequivalence and Clinically Relevant Specifications for Omeprazole Enteric-Coated Capsules by Incorporating Dissolution Data in PBPK Modeling.","authors":"Ruwei Yang, Yaqi Lin, Kaifeng Chen, Jie Huang, Shuang Yang, An Yao, Xiaoyan Yang, Deqing Lei, Jing Xiao, Guoping Yang, Qi Pei","doi":"10.1208/s12248-024-00956-0","DOIUrl":"10.1208/s12248-024-00956-0","url":null,"abstract":"<p><p>Currently, Biopharmaceutics Classification System (BCS) classes I and III are the only biological exemptions of immediate-release solid oral dosage forms eligible for regulatory approval. However, through virtual bioequivalence (VBE) studies, BCS class II drugs may qualify for biological exemptions if reliable and validated modeling is used. Here, we sought to establish physiologically based pharmacokinetic (PBPK) models, in vitro-in vivo relationship (IVIVR), and VBE models for enteric-coated omeprazole capsules, to establish a clinically-relevant dissolution specification (CRDS) for screening BE and non-BE batches, and to ultimately develop evaluation criteria for generic omeprazole enteric-coated capsules. To establish omeprazole's IVIVR based on the PBPK model, we explored its in vitro dissolution conditions and then combined in vitro dissolution profile studies with in vivo clinical trials. The predicted omeprazole pharmacokinetics (PK) profiles and parameters closely matched the observed PK data. Based on the VBE results, the bioequivalence study of omeprazole enteric-coated capsules required at least 48 healthy Chinese subjects. Based on the CRDS, the capsules' in vitro dissolution should not be < 28%-54%, < 52%, or < 80% after two, three, and six hours, respectively. Failure to meet these dissolution criteria may result in non-bioequivalence. Here, PBPK modeling and IVIVR methods were used to bridge the in vitro dissolution of the drug with in vivo PK to establish the BE safety space of omeprazole enteric-coated capsules. The strategy used in this study can be applied in BE studies of other BCS II generics to obtain biological exemptions and accelerate drug development.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 4","pages":"82"},"PeriodicalIF":5.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141602124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-12DOI: 10.1208/s12248-024-00955-1
Darshana Jani, Michele Gunsior, Robin Marsden, Kyra J Cowan, Susan C Irvin, Laura Schild Hay, Bethany Ward, Luke Armstrong, Mitra Azadeh, Liching Cao, Rebecca Carmean, Jason DelCarpini, Sanjay L Dholakiya, Amanda Hays, Sarah Hosback, Zheng Hu, Nadia Kulagina, Seema Kumar, Ching Ha Lai, Marit Lichtfuss, Hsing-Yin Liu, Susana Liu, Reza Mozaffari, Luying Pan, Jason Pennucci, Marie-Eve Poupart, Gurleen Saini, Veerle Snoeck, Kristine Storey, Amy Turner, Inna Vainshtein, Daniela Verthelyi, Iwona Wala, Lili Yang, Lin Yang
Immunogenicity testing and characterization is an important part of understanding the immune response to administration of a protein therapeutic. Neutralizing antibody (NAb) assays are used to characterize a positive anti-drug antibody (ADA) response. Harmonization of reporting of NAb assay performance and results enables efficient communication and expedient review by industry and health authorities. Herein, a cross-industry group of NAb assay experts have harmonized NAb assay reporting recommendations and provided a bioanalytical report (BAR) submission editable template developed to facilitate agency filings. This document addresses key bioanalytical reporting gaps and provides a report structure for documenting clinical NAb assay performance and results. This publication focuses on the content and presentation of the NAb sample analysis report including essential elements such as the method, critical reagents and equipment, data analysis, study samples, and results. The interpretation of immunogenicity data, including the evaluation of the impact of NAb on safety, exposure, and efficacy, is out of scope of this publication.
{"title":"Neutralizing Antibody Sample Testing and Report Harmonization.","authors":"Darshana Jani, Michele Gunsior, Robin Marsden, Kyra J Cowan, Susan C Irvin, Laura Schild Hay, Bethany Ward, Luke Armstrong, Mitra Azadeh, Liching Cao, Rebecca Carmean, Jason DelCarpini, Sanjay L Dholakiya, Amanda Hays, Sarah Hosback, Zheng Hu, Nadia Kulagina, Seema Kumar, Ching Ha Lai, Marit Lichtfuss, Hsing-Yin Liu, Susana Liu, Reza Mozaffari, Luying Pan, Jason Pennucci, Marie-Eve Poupart, Gurleen Saini, Veerle Snoeck, Kristine Storey, Amy Turner, Inna Vainshtein, Daniela Verthelyi, Iwona Wala, Lili Yang, Lin Yang","doi":"10.1208/s12248-024-00955-1","DOIUrl":"10.1208/s12248-024-00955-1","url":null,"abstract":"<p><p>Immunogenicity testing and characterization is an important part of understanding the immune response to administration of a protein therapeutic. Neutralizing antibody (NAb) assays are used to characterize a positive anti-drug antibody (ADA) response. Harmonization of reporting of NAb assay performance and results enables efficient communication and expedient review by industry and health authorities. Herein, a cross-industry group of NAb assay experts have harmonized NAb assay reporting recommendations and provided a bioanalytical report (BAR) submission editable template developed to facilitate agency filings. This document addresses key bioanalytical reporting gaps and provides a report structure for documenting clinical NAb assay performance and results. This publication focuses on the content and presentation of the NAb sample analysis report including essential elements such as the method, critical reagents and equipment, data analysis, study samples, and results. The interpretation of immunogenicity data, including the evaluation of the impact of NAb on safety, exposure, and efficacy, is out of scope of this publication.</p>","PeriodicalId":50934,"journal":{"name":"AAPS Journal","volume":"26 4","pages":"80"},"PeriodicalIF":5.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141592029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}