Pub Date : 2024-12-26DOI: 10.5731/pdajpst.2024.99904
Zachary Bendiks, Leesa McBurnie
FDA recommends monitoring differential pressure across filter membranes during sterile filtration process validation. However, few resources are available to help pharmaceutical manufacturers anticipate expected differential pressures during sterilizing filtration of different solutions. To address this gap, Meissner evaluated differential pressures across different filtration membranes using various test solutions at increasing pump speeds. Specifically, we investigated differential pressures across sterilizing-grade PVDF, PES, and PTFE membrane discs, either in series or with downstream 0.4 μm PES analysis discs commonly used in bacterial retention testing. The test solutions employed for this study include saline, grapeseed oil, FBS, and DMEM cell culture media with 10% FBS. These solutions were chosen based on their differing physicochemical properties and their relevance to the pharmaceutical industry. This work will serve as a reference for pharmaceutical manufacturers and help them anticipate differential pressures across sterilizing filter membranes at different pump speeds based on the physicochemical properties of their drug products.
{"title":"Assessment of Differential Pressures Across Sterilizing Filter Membranes with Various Test Solutions.","authors":"Zachary Bendiks, Leesa McBurnie","doi":"10.5731/pdajpst.2024.99904","DOIUrl":"https://doi.org/10.5731/pdajpst.2024.99904","url":null,"abstract":"<p><p>FDA recommends monitoring differential pressure across filter membranes during sterile filtration process validation. However, few resources are available to help pharmaceutical manufacturers anticipate expected differential pressures during sterilizing filtration of different solutions. To address this gap, Meissner evaluated differential pressures across different filtration membranes using various test solutions at increasing pump speeds. Specifically, we investigated differential pressures across sterilizing-grade PVDF, PES, and PTFE membrane discs, either in series or with downstream 0.4 μm PES analysis discs commonly used in bacterial retention testing. The test solutions employed for this study include saline, grapeseed oil, FBS, and DMEM cell culture media with 10% FBS. These solutions were chosen based on their differing physicochemical properties and their relevance to the pharmaceutical industry. This work will serve as a reference for pharmaceutical manufacturers and help them anticipate differential pressures across sterilizing filter membranes at different pump speeds based on the physicochemical properties of their drug products.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":"78 6","pages":"757-758"},"PeriodicalIF":0.0,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142896734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper is the result of a round robin activity run by the Technical Committee TC12, Pharma Packaging, of the International Commission on Glass (ICG). The study was motivated by a concern about the risk that the depyrogenation treatment of glass vials, when performed in an abnormal way that deviates from the usual procedure, may have a negative impact on the hydrolytic resistance of the container inner surface. The study was executed by using 10 ml clear type I Borosilicate glass vials representing four different compositions. For the applied depyrogenation process extreme parameters were chosen to with maximum temperature up to 400°C, exposure times up to 72 hours and different amounts of residual water inside as starting conditions. Those treated samples were tested in seven different laboratories as a round robin test.. A large amount of data was obtained, which clearly indicate that the hydrolytic resistance performance of the Type I Borosilicate glass vials is not affected even by such extreme depyrogenation conditions (e.g. 400°C, 72hours and not perfect dried inside). This is an important and useful result, both for glass and pharma companies, based on the 12.000 analytical data collected during the interlaboratory activity.
{"title":"Evaluation of extreme depyrogenation conditions on the surface hydrolytic resistance of glass containers for pharmaceutical use.","authors":"Massimo Guglielmi, Satoshi Arai, Peggy Georges, Amy Meisner, Peter Otton, Serena Panighello, Volker Rupertus, Jingwei Zhang, Daniele Zuccato","doi":"10.5731/pdajpst.2024.012972","DOIUrl":"https://doi.org/10.5731/pdajpst.2024.012972","url":null,"abstract":"<p><p>This paper is the result of a round robin activity run by the Technical Committee TC12, Pharma Packaging, of the International Commission on Glass (ICG). The study was motivated by a concern about the risk that the depyrogenation treatment of glass vials, when performed in an abnormal way that deviates from the usual procedure, may have a negative impact on the hydrolytic resistance of the container inner surface. The study was executed by using 10 ml clear type I Borosilicate glass vials representing four different compositions. For the applied depyrogenation process extreme parameters were chosen to with maximum temperature up to 400°C, exposure times up to 72 hours and different amounts of residual water inside as starting conditions. Those treated samples were tested in seven different laboratories as a round robin test.. A large amount of data was obtained, which clearly indicate that the hydrolytic resistance performance of the Type I Borosilicate glass vials is not affected even by such extreme depyrogenation conditions (e.g. 400°C, 72hours and not perfect dried inside). This is an important and useful result, both for glass and pharma companies, based on the 12.000 analytical data collected during the interlaboratory activity.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142695342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.5731/pdajpst.2023.012922
Maria Ana Martins da Cruz Borges Batalha, Daniel Alexandre Marques Pais, Rui Alexandre Estrela de Almeida, Ângela Sofia Gomes Martinho
The pursuit of harnessing data for knowledge creation has been an enduring quest, with the advent of machine learning (ML) and artificial intelligence (AI) marking significant milestones in this journey. ML, a subset of AI, emerged as the practice of employing mathematical models to enable computers to learn and improve autonomously based on their experiences. In the pharmaceutical and biopharmaceutical sectors, a significant portion of manufacturing data remains untapped or insufficient for practical use. Recognizing the potential advantages of leveraging the available data for process design and optimization, manufacturers face the daunting challenge of data utilization. Diverse proprietary data formats and parallel data generation systems compound the complexity. The transition to Pharma 4.0 necessitates a paradigm shift in data capture, storage, and accessibility for manufacturing and process operations. This paper highlights the pivotal role of AI in converting process data into actionable knowledge to support critical functions throughout the whole product life cycle. Furthermore, it underscores the importance of maintaining compliance with data integrity guidelines, as mandated by regulatory bodies globally. Embracing AI-driven transformations is a crucial step toward shaping the future of the pharmaceutical industry, ensuring its competitiveness and resilience in an evolving landscape.
{"title":"A Review of Artificial Intelligence and Machine Learning in Product Life Cycle Management.","authors":"Maria Ana Martins da Cruz Borges Batalha, Daniel Alexandre Marques Pais, Rui Alexandre Estrela de Almeida, Ângela Sofia Gomes Martinho","doi":"10.5731/pdajpst.2023.012922","DOIUrl":"10.5731/pdajpst.2023.012922","url":null,"abstract":"<p><p>The pursuit of harnessing data for knowledge creation has been an enduring quest, with the advent of machine learning (ML) and artificial intelligence (AI) marking significant milestones in this journey. ML, a subset of AI, emerged as the practice of employing mathematical models to enable computers to learn and improve autonomously based on their experiences. In the pharmaceutical and biopharmaceutical sectors, a significant portion of manufacturing data remains untapped or insufficient for practical use. Recognizing the potential advantages of leveraging the available data for process design and optimization, manufacturers face the daunting challenge of data utilization. Diverse proprietary data formats and parallel data generation systems compound the complexity. The transition to Pharma 4.0 necessitates a paradigm shift in data capture, storage, and accessibility for manufacturing and process operations. This paper highlights the pivotal role of AI in converting process data into actionable knowledge to support critical functions throughout the whole product life cycle. Furthermore, it underscores the importance of maintaining compliance with data integrity guidelines, as mandated by regulatory bodies globally. Embracing AI-driven transformations is a crucial step toward shaping the future of the pharmaceutical industry, ensuring its competitiveness and resilience in an evolving landscape.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":"604-612"},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142009211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.5731/pdajpst.2023.012894
Bo Wang, Shanshan Zhang, Mengyi Chen, Ming Lei, Tian Gao, Wei Fan, Jincui Huang, Xiaolin Cao
Visible particle is an important issue in the biopharmaceutical industry, and it may occur across all the stages in the life cycle of biologics. Upon the occurrence of visible particles, it is often necessary to conduct chemical identification and root cause analysis to safeguard the safety and efficacy of the biotherapeutic products. In this article, we present a number of typical particles and relevant root cause analysis in the categories of extrinsic, intrinsic, and inherent particles that are commonly encountered in the biopharma industry. In particular, the optical images of particles obtained both in situ and after isolation are provided, along with spectral and elemental information. The particle identification was carried out with multiple microscopic and microspectroscopic techniques, including stereo optical microscopy, Fourier-transform infrared microscopy, confocal Raman microscopy, scanning electron microscopy, and energy dispersive X-ray spectroscopy. Both commercial and in-house spectral databases were used for comparison and identification. In addition to particle identification, we placed significant efforts on the root cause analysis of the addressed particles with the intention to provide a relatively whole picture of the particle-related issues and practical references to particle mitigation for our peers in the biopharmaceutical industry.
可见微粒是生物制药行业的一个重要问题,它可能出现在生物制剂生命周期的各个阶段。一旦出现可见微粒,往往需要进行化学鉴定和根本原因分析,以保障生物治疗产品的安全性和有效性。在本文中,我们将介绍生物制药行业中常见的外在颗粒、内在颗粒和固有颗粒等类别中的一些典型颗粒和相关的根本原因分析。我们特别提供了原位和分离后获得的颗粒光学图像,以及光谱和元素信息。粒子识别采用了多种显微镜和显微光谱技术,包括立体光学显微镜、傅立叶变换红外显微镜、共焦拉曼显微镜、扫描电子显微镜和能量色散 X 射线光谱仪。商业和内部光谱数据库都被用来进行比较和鉴定。除了粒子鉴定,我们还致力于对所处理的粒子进行根本原因分析,目的是为生物制药行业的同行提供与粒子相关问题的相对完整的信息,以及粒子缓解的实用参考。
{"title":"Identification and Root Cause Analysis of the Visible Particles Commonly Encountered in the Biopharmaceutical Industry.","authors":"Bo Wang, Shanshan Zhang, Mengyi Chen, Ming Lei, Tian Gao, Wei Fan, Jincui Huang, Xiaolin Cao","doi":"10.5731/pdajpst.2023.012894","DOIUrl":"10.5731/pdajpst.2023.012894","url":null,"abstract":"<p><p>Visible particle is an important issue in the biopharmaceutical industry, and it may occur across all the stages in the life cycle of biologics. Upon the occurrence of visible particles, it is often necessary to conduct chemical identification and root cause analysis to safeguard the safety and efficacy of the biotherapeutic products. In this article, we present a number of typical particles and relevant root cause analysis in the categories of extrinsic, intrinsic, and inherent particles that are commonly encountered in the biopharma industry. In particular, the optical images of particles obtained both in situ and after isolation are provided, along with spectral and elemental information. The particle identification was carried out with multiple microscopic and microspectroscopic techniques, including stereo optical microscopy, Fourier-transform infrared microscopy, confocal Raman microscopy, scanning electron microscopy, and energy dispersive X-ray spectroscopy. Both commercial and in-house spectral databases were used for comparison and identification. In addition to particle identification, we placed significant efforts on the root cause analysis of the addressed particles with the intention to provide a relatively whole picture of the particle-related issues and practical references to particle mitigation for our peers in the biopharmaceutical industry.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":"586-603"},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141186449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.5731/pdajpst.2023.012916
Ramadan Alkeefo, Christian Hotz, Daniel Kolacyak
A prefilled syringe (PFS) should be able to be adequately and consistently extruded during injection for optimal safe drug delivery and accurate dosing. To facilitate appropriate break-loose and gliding forces (BLGFs) required during injection, certain primary packaging materials (PPMs) such as the syringe barrel and plunger are usually coated with silicone oil, which acts as a lubricant. Due to its direct contact with drug, silicone oil can increase the number of particles in the syringe, which could lead to adverse interactions. Compliance with regulatory-defined silicone oil quantities in certain drug products, such as ophthalmics, presents a trade-off with the necessity for desirable low and consistent BLGF. In addition to its siliconization, the dimensional accuracy of the PPM has an important role in controlling the BLGF. The dimensions of the PPM are individualized depending on the product and its design and have certain tolerances that must be met during manufacturing. Most studies on ophthalmics focused on the adverse interactions between silicone oil and the drug. To the authors' knowledge, there have been no public studies so far that have investigated the impact of the dimensional variability of the PPM on the BLGF in ophthalmic PFSs. In this study, we applied advanced optical shaft and tactile measuring technologies to investigate this impact. The syringes investigated were first sampled during aseptic production and tested for the BLGF. Subsequently, defined dimensions of the PPM were measured individually. The results showed that the dimensional variability of the PPM can have a negative impact on the BLGF, despite their conformity to specifications, which indicates that the currently available market quality of PPMs is improvable for critical drug products such as ophthalmics. This study could serve as an approach to define product-specific requirements for primary packaging combinations and thus appropriate specifications based on data during the development stage of drug products.
{"title":"Impact of Dimensional Variability of Primary Packaging Materials on the Break-Loose and Gliding Forces of Prefilled Syringes.","authors":"Ramadan Alkeefo, Christian Hotz, Daniel Kolacyak","doi":"10.5731/pdajpst.2023.012916","DOIUrl":"10.5731/pdajpst.2023.012916","url":null,"abstract":"<p><p>A prefilled syringe (PFS) should be able to be adequately and consistently extruded during injection for optimal safe drug delivery and accurate dosing. To facilitate appropriate break-loose and gliding forces (BLGFs) required during injection, certain primary packaging materials (PPMs) such as the syringe barrel and plunger are usually coated with silicone oil, which acts as a lubricant. Due to its direct contact with drug, silicone oil can increase the number of particles in the syringe, which could lead to adverse interactions. Compliance with regulatory-defined silicone oil quantities in certain drug products, such as ophthalmics, presents a trade-off with the necessity for desirable low and consistent BLGF. In addition to its siliconization, the dimensional accuracy of the PPM has an important role in controlling the BLGF. The dimensions of the PPM are individualized depending on the product and its design and have certain tolerances that must be met during manufacturing. Most studies on ophthalmics focused on the adverse interactions between silicone oil and the drug. To the authors' knowledge, there have been no public studies so far that have investigated the impact of the dimensional variability of the PPM on the BLGF in ophthalmic PFSs. In this study, we applied advanced optical shaft and tactile measuring technologies to investigate this impact. The syringes investigated were first sampled during aseptic production and tested for the BLGF. Subsequently, defined dimensions of the PPM were measured individually. The results showed that the dimensional variability of the PPM can have a negative impact on the BLGF, despite their conformity to specifications, which indicates that the currently available market quality of PPMs is improvable for critical drug products such as ophthalmics. This study could serve as an approach to define product-specific requirements for primary packaging combinations and thus appropriate specifications based on data during the development stage of drug products.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":"572-585"},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142009246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.5731/pdajpst.2023.012912
Anna Särnefält, Ranna Eardley-Patel, Diletta Magini, Vishal Sonje, Antonio Guzzi, Renske Hesselink, Matthew Scotney, Alessandro Lazdins, Valerie Chambard, Christof Vinnemeier, Ingrid Kromann
The Coalition for Epidemic Preparedness Innovations (CEPI) has developed a robust CMC (Chemistry, Manufacturing, and Controls) Framework to enhance the likelihood of successful vaccine development. This Framework serves as a comprehensive guide, aiding developers in building effective strategies to overcome the challenges posed by the different phases of vaccine development, including the ones often referred to as the "valleys of death". The Framework lists stage-appropriate deliverables, categorized and refined, spanning five key areas: manufacturing process, formulation and stability, analytics, supply chain, and compliance. By emphasizing the critical aspects of CMC development, CEPI's objective is to expedite the progression of vaccine candidates from research to deployment, reducing delays, mitigating risks, and optimizing the overall development process, all while upholding uncompromising quality standards, ultimately increasing the probability of success.
{"title":"A Strategic Guide to Improve and De-Risk Vaccine Development: CEPI's CMC Framework.","authors":"Anna Särnefält, Ranna Eardley-Patel, Diletta Magini, Vishal Sonje, Antonio Guzzi, Renske Hesselink, Matthew Scotney, Alessandro Lazdins, Valerie Chambard, Christof Vinnemeier, Ingrid Kromann","doi":"10.5731/pdajpst.2023.012912","DOIUrl":"10.5731/pdajpst.2023.012912","url":null,"abstract":"<p><p>The Coalition for Epidemic Preparedness Innovations (CEPI) has developed a robust CMC (Chemistry, Manufacturing, and Controls) Framework to enhance the likelihood of successful vaccine development. This Framework serves as a comprehensive guide, aiding developers in building effective strategies to overcome the challenges posed by the different phases of vaccine development, including the ones often referred to as the \"valleys of death\". The Framework lists stage-appropriate deliverables, categorized and refined, spanning five key areas: manufacturing process, formulation and stability, analytics, supply chain, and compliance. By emphasizing the critical aspects of CMC development, CEPI's objective is to expedite the progression of vaccine candidates from research to deployment, reducing delays, mitigating risks, and optimizing the overall development process, all while upholding uncompromising quality standards, ultimately increasing the probability of success.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":"613-623"},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141760228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vial and syringe filling by peristaltic pump has been widely implemented by contract manufacturing organizations and biopharmaceutical companies. Fill volume is commonly considered as critical quality attribute related in aseptic filling process and the variation needs to be well controlled to guarantee the safety, efficacy and consistency of drug products. However, the criteria for justifying the filling variation and underlying mechanisms that affect the variability are not fully revealed quantitatively in the literatures. This study selected filling accuracy, filling process capability and filling precision as three criteria for evaluating the filling process performance with four statistical indexes: Relative Error Mean, Critical Control Limit (Cpk ≥ 1.33), Relative Standard Deviation and Relative Moving Range Mean. The impact of liquid properties, pump tubing sizes and pump settings on above indexes were investigated using a bench-top system with a peristatic pump and a high-precision balance. The results showed that the viscosity, target fill volume, pump tubing size, pump speed, acceleration/deceleration rate and suck-back had statistical significance on the fill volume variability. Definitive Screening Design was further applied to clarify and visualize the priorities and interaction impact of above factors on fill volume variability. Stepwise approach for fill volume variability optimization and control based on predictive models was established and verified for drug product solution with viscosity between 1-23 cp and target fill volume between 0.2-2.0 mL.
合同生产组织和生物制药公司已广泛采用蠕动泵进行小瓶和注射器灌装。灌装量通常被认为是无菌灌装过程中的关键质量属性,需要对其变化进行良好控制,以保证药物产品的安全性、有效性和一致性。然而,灌装变异的合理性标准和影响变异的潜在机制并未在文献中得到充分的定量揭示。本研究选择了灌装准确度、灌装工艺能力和灌装精度作为评价灌装工艺性能的三个标准,并采用了四个统计指标:相对误差均值、临界控制限(Cpk ≥ 1.33)、相对标准偏差和相对移动范围均值。使用配备蠕动泵和高精度天平的台式系统研究了液体特性、泵管尺寸和泵设置对上述指标的影响。结果表明,粘度、目标填充量、泵管尺寸、泵速、加速/减速率和回吸对填充量的变化具有统计学意义。我们还进一步采用了确定性筛选设计,以明确和直观地显示上述因素对填充体积变化的优先影响和交互影响。针对粘度在 1-23 cp 之间、目标填充体积在 0.2-2.0 mL 之间的药物产品溶液,建立并验证了基于预测模型的填充体积变化优化和控制的逐步方法。
{"title":"A Holistic Approach for Fill volume Variability Evaluation and Control with Statistical Tool.","authors":"Quanmin Chen, Qingqing She, Zhaowei Jin, Mingyang Hei, Chunmeng Sun, Jiasheng Tu, Jeremy Guo","doi":"10.5731/pdajpst.2023.012867","DOIUrl":"10.5731/pdajpst.2023.012867","url":null,"abstract":"<p><p>Vial and syringe filling by peristaltic pump has been widely implemented by contract manufacturing organizations and biopharmaceutical companies. Fill volume is commonly considered as critical quality attribute related in aseptic filling process and the variation needs to be well controlled to guarantee the safety, efficacy and consistency of drug products. However, the criteria for justifying the filling variation and underlying mechanisms that affect the variability are not fully revealed quantitatively in the literatures. This study selected filling accuracy, filling process capability and filling precision as three criteria for evaluating the filling process performance with four statistical indexes: Relative Error Mean, Critical Control Limit (Cpk ≥ 1.33), Relative Standard Deviation and Relative Moving Range Mean. The impact of liquid properties, pump tubing sizes and pump settings on above indexes were investigated using a bench-top system with a peristatic pump and a high-precision balance. The results showed that the viscosity, target fill volume, pump tubing size, pump speed, acceleration/deceleration rate and suck-back had statistical significance on the fill volume variability. Definitive Screening Design was further applied to clarify and visualize the priorities and interaction impact of above factors on fill volume variability. Stepwise approach for fill volume variability optimization and control based on predictive models was established and verified for drug product solution with viscosity between 1-23 cp and target fill volume between 0.2-2.0 mL.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141470062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.5731/pdajpst.2024.012970
Scott Lovald, Chris Berkey, Nikita Pak, Maysam Gorji, Andrew Rau
The mechanics of microneedle insertion have thus far been studied in a limited manner. Previous work has focused on buckling and failure of microneedle devices, while providing little insight into skin deformation, puncture, and the final positioning of needle tips under full microneedle arrays. The current study aims to develop a numerical approach capable of evaluating deformation and puncture conditions for full microneedle array designs. The analysis included a series of finite element submodels used to calibrate the microneedle-epidermal interface for failure properties using traction-separation laws. The single needle model is validated using experimental data and imaging, including results from a customized nanoindentation procedure to measure loads and displacements during microneedle insertion. Upon validation, full microneedle arrays are implemented in a 3 D finite element model and a design framework is developed, allowing evaluation of different design variables (i.e. needle shape, material, spacing) with respect to outputs relevant to successful microneedle performance. Results from the model include skin deformation, force to puncture, penetration depth, and the punctured state at each microneedle tip. In addition to microneedle parameters, patient parameters such as subcutaneous tissue thickness are included to evaluate the sensitivity of different microneedle designs to expected patient and anatomical region variability.
迄今为止,对微针插入力学的研究还很有限。以前的研究主要集中在微针装置的屈曲和失效方面,而对全微针阵列下的皮肤变形、穿刺和针尖的最终定位却知之甚少。目前的研究旨在开发一种能够评估全微针阵列设计的变形和穿刺条件的数值方法。分析包括一系列有限元子模型,用于利用牵引分离定律校准微针-表皮界面的破坏特性。单针模型通过实验数据和成像进行了验证,包括定制纳米压痕程序的结果,以测量微针插入过程中的载荷和位移。经过验证后,在 3 D 有限元模型中实现了完整的微针阵列,并开发了一个设计框架,允许对不同的设计变量(即针的形状、材料、间距)与成功的微针性能相关的输出进行评估。该模型的结果包括皮肤变形、穿刺力、穿刺深度以及每个微针针尖的穿刺状态。除了微针参数外,还包括皮下组织厚度等患者参数,以评估不同微针设计对预期患者和解剖区域变异的敏感性。
{"title":"Finite Element Analysis of Skin Deformation and Puncture for Microneedle Array Design.","authors":"Scott Lovald, Chris Berkey, Nikita Pak, Maysam Gorji, Andrew Rau","doi":"10.5731/pdajpst.2024.012970","DOIUrl":"https://doi.org/10.5731/pdajpst.2024.012970","url":null,"abstract":"<p><p>The mechanics of microneedle insertion have thus far been studied in a limited manner. Previous work has focused on buckling and failure of microneedle devices, while providing little insight into skin deformation, puncture, and the final positioning of needle tips under full microneedle arrays. The current study aims to develop a numerical approach capable of evaluating deformation and puncture conditions for full microneedle array designs. The analysis included a series of finite element submodels used to calibrate the microneedle-epidermal interface for failure properties using traction-separation laws. The single needle model is validated using experimental data and imaging, including results from a customized nanoindentation procedure to measure loads and displacements during microneedle insertion. Upon validation, full microneedle arrays are implemented in a 3 D finite element model and a design framework is developed, allowing evaluation of different design variables (i.e. needle shape, material, spacing) with respect to outputs relevant to successful microneedle performance. Results from the model include skin deformation, force to puncture, penetration depth, and the punctured state at each microneedle tip. In addition to microneedle parameters, patient parameters such as subcutaneous tissue thickness are included to evaluate the sensitivity of different microneedle designs to expected patient and anatomical region variability.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":"78 4","pages":"518-519"},"PeriodicalIF":0.0,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142047010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.5731/pdajpst.2024.013000
Tony Cundell
{"title":"Letter to the Editor.","authors":"Tony Cundell","doi":"10.5731/pdajpst.2024.013000","DOIUrl":"10.5731/pdajpst.2024.013000","url":null,"abstract":"","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":"78 4","pages":"386-387"},"PeriodicalIF":0.0,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142047011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.5731/pdajpst.2024.012993
Eric Linvill, Chung Tsai, Paolo Ravaynia, Chun Chang, Karin Brolin, Victor Alvarez, Sofia Jonasson
Activation against a hard surface according to ISO 11608-1 is not always representative of device use on a soft injection site. A softer injection site - which is an anthropometric property found in obese patients - presents a distinct viscoelastic property which can lead to greater autoinjector activation forces that are not captured in standardized activation testing methodology. Soft tissue simulation and physical testing were developed at SHL to advance the development of autoinjectors, allowing for rigorous testing and challenging these in scenarios involving even the softest injection sites.
根据 ISO 11608-1 标准,在坚硬表面上的激活并不总能代表设备在柔软注射部位的使用情况。较软的注射部位(肥胖患者的人体测量特性)具有明显的粘弹性,可导致更大的自动注射器激活力,而标准化的激活测试方法无法捕捉到这种激活力。为了推进自动注射器的开发,SHL 开发了软组织模拟和物理测试,允许在涉及最柔软注射部位的情况下进行严格的测试和挑战。
{"title":"Rethinking Human Factors in Obesity: Development of Simulation and Physical Test Models of Human Soft Tissue to Study Autoinjector Activation Performance.","authors":"Eric Linvill, Chung Tsai, Paolo Ravaynia, Chun Chang, Karin Brolin, Victor Alvarez, Sofia Jonasson","doi":"10.5731/pdajpst.2024.012993","DOIUrl":"https://doi.org/10.5731/pdajpst.2024.012993","url":null,"abstract":"<p><p>Activation against a hard surface according to ISO 11608-1 is not always representative of device use on a soft injection site. A softer injection site - which is an anthropometric property found in obese patients - presents a distinct viscoelastic property which can lead to greater autoinjector activation forces that are not captured in standardized activation testing methodology. Soft tissue simulation and physical testing were developed at SHL to advance the development of autoinjectors, allowing for rigorous testing and challenging these in scenarios involving even the softest injection sites.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":"78 4","pages":"530-531"},"PeriodicalIF":0.0,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142046974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}