首页 > 最新文献

PDA Journal of Pharmaceutical Science and Technology最新文献

英文 中文
Non-sterile Drug Products - Microbiologically Related Recalls and Compliance Issues. 非无菌药品。微生物相关召回和合规问题。
Q3 Medicine Pub Date : 2026-01-30 DOI: 10.5731/pdajpst.2025-000058.1
Edward C Tidswell

Non-sterile drug products represent approximately 30% of annual drug sales. Non-sterile drug products offer therapeutic advantages, manufacturing costs which permit wide patient access, versatility of dosage form and routes of administration which facilitate patient compliance. These advantages have resulted in an increase in the number and nature of non-sterile finished dosage forms. Regulations and standards require the provision of non-sterile drugs to controlled levels of bioburden, the absence of specified microorganisms and the absence of objectionable microorganisms. Thoroughly understanding the microbiological risks and control performance in non-sterile manufacturing is vitally important in the improvement in the quality and compliance of non-sterile manufacturing. Prior publications have reported the magnitude and characteristics for non-sterile product recalls and regulatory compliance shortfalls from 2004 to 2011 and from 2012 to 2019. The purpose of this review is to similarly provide a valuable contemporary update of the microbiologically related quality and compliance issues specifically associated with non-sterile drug products by reviewing drug recalls and Form FDA 483s. This includes evaluation of incidences of microbiological quality and regulatory compliance issues through more detailed abundance analysis. This data and information should assist in the risk assessment and risk management necessary in the manufacture of non-sterile products and beneficial to the pharmaceutical microbiologist.

非无菌药品约占年度药品销售额的30%。非无菌药物产品具有治疗优势,制造成本允许广泛的患者获得,剂型的多功能性和给药途径促进患者依从性。这些优点导致了非无菌成品剂型的数量和性质的增加。法规和标准要求提供非无菌药物以控制生物负荷水平,不存在指定微生物和不存在不良微生物。深入了解非无菌生产中的微生物风险和控制绩效对于提高非无菌生产的质量和合规性至关重要。先前的出版物报道了2004年至2011年和2012年至2019年非无菌产品召回和监管合规不足的规模和特征。本综述的目的同样是通过回顾药品召回和FDA 483表格,提供与非无菌药品相关的微生物学相关质量和合规问题的有价值的当代更新。这包括通过更详细的丰度分析评估微生物质量和法规遵从性问题的发生率。这些数据和信息应有助于非无菌产品生产过程中必要的风险评估和风险管理,并对制药微生物学家有益。
{"title":"Non-sterile Drug Products - Microbiologically Related Recalls and Compliance Issues.","authors":"Edward C Tidswell","doi":"10.5731/pdajpst.2025-000058.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000058.1","url":null,"abstract":"<p><p>Non-sterile drug products represent approximately 30% of annual drug sales. Non-sterile drug products offer therapeutic advantages, manufacturing costs which permit wide patient access, versatility of dosage form and routes of administration which facilitate patient compliance. These advantages have resulted in an increase in the number and nature of non-sterile finished dosage forms. Regulations and standards require the provision of non-sterile drugs to controlled levels of bioburden, the absence of specified microorganisms and the absence of objectionable microorganisms. Thoroughly understanding the microbiological risks and control performance in non-sterile manufacturing is vitally important in the improvement in the quality and compliance of non-sterile manufacturing. Prior publications have reported the magnitude and characteristics for non-sterile product recalls and regulatory compliance shortfalls from 2004 to 2011 and from 2012 to 2019. The purpose of this review is to similarly provide a valuable contemporary update of the microbiologically related quality and compliance issues specifically associated with non-sterile drug products by reviewing drug recalls and Form FDA 483s. This includes evaluation of incidences of microbiological quality and regulatory compliance issues through more detailed abundance analysis. This data and information should assist in the risk assessment and risk management necessary in the manufacture of non-sterile products and beneficial to the pharmaceutical microbiologist.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146093658","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}
引用次数: 0
Neural Network Prediction of Response Factors for Extractables and Leachables in Pharmaceuticals and Medical Devices. 药物和医疗器械中可萃取物和可浸物响应因子的神经网络预测。
Q3 Medicine Pub Date : 2026-01-30 DOI: 10.5731/pdajpst.2025-000061.1
Yuanlin Deng, Anthony Grice, Michael Louis, Kaitlin Lerner, Kevin Rowland

Ensuring safety of patients using pharmaceuticals and medical devices through chemical characterization requires accurate estimation of extractables and leachables to ensure tolerable risk from unintentional exposure to these chemicals. However, this is complicated by variability in chemical responses, particularly with mass spectrometry methods. High quality relative response factor predictions provide the opportunity for both expedited and more accurate quantitation in extractables and leachables analyses. In-silico prediction models were developed to test a wide variety of compounds, selected utilizing a physicochemical property coverage approach. Three neural network models, and associated sub-models, were applied to both positive and negative ionization modes for Liquid Chromatography Mass Spectrometry, and Gas Chromatography Mass Spectrometry methods. Mean absolute errors across all methods for training data was 0.47 and 0.65 for out-of-sample data, indicating high predictability of response factors for the compounds chosen by the model and a low likelihood that the data was overfit.Model performance was evaluated using a series of chemicals outside the training data set. When tested, predictive accuracy was greater than 60% of known values for 44 of the 49 chemicals tested (90%). This proof-of-concept work shows that sophisticated neural network modeling of response factor data is a potential solution for response factor variation.

通过化学表征确保患者使用药品和医疗器械的安全,需要对可提取物和可浸物进行准确估计,以确保无意中接触这些化学品的可承受风险。然而,由于化学反应的可变性,特别是质谱法,这使情况变得复杂。高质量的相对响应因子预测为萃取物和浸出物分析提供了快速和更准确的定量机会。开发了计算机预测模型来测试各种各样的化合物,利用物理化学性质覆盖方法进行选择。将三个神经网络模型及其相关子模型应用于液相色谱质谱法和气相色谱质谱法的正负电离模式。所有方法对训练数据的平均绝对误差为0.47,对样本外数据的平均绝对误差为0.65,表明模型选择的化合物的响应因子具有很高的可预测性,数据过拟合的可能性很低。使用训练数据集之外的一系列化学物质来评估模型的性能。测试时,49种化学物质中有44种(90%)的预测准确度高于已知值的60%。这项概念验证工作表明,响应因子数据的复杂神经网络建模是响应因子变化的潜在解决方案。
{"title":"Neural Network Prediction of Response Factors for Extractables and Leachables in Pharmaceuticals and Medical Devices.","authors":"Yuanlin Deng, Anthony Grice, Michael Louis, Kaitlin Lerner, Kevin Rowland","doi":"10.5731/pdajpst.2025-000061.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000061.1","url":null,"abstract":"<p><p>Ensuring safety of patients using pharmaceuticals and medical devices through chemical characterization requires accurate estimation of extractables and leachables to ensure tolerable risk from unintentional exposure to these chemicals. However, this is complicated by variability in chemical responses, particularly with mass spectrometry methods. High quality relative response factor predictions provide the opportunity for both expedited and more accurate quantitation in extractables and leachables analyses. In-silico prediction models were developed to test a wide variety of compounds, selected utilizing a physicochemical property coverage approach. Three neural network models, and associated sub-models, were applied to both positive and negative ionization modes for Liquid Chromatography Mass Spectrometry, and Gas Chromatography Mass Spectrometry methods. Mean absolute errors across all methods for training data was 0.47 and 0.65 for out-of-sample data, indicating high predictability of response factors for the compounds chosen by the model and a low likelihood that the data was overfit.Model performance was evaluated using a series of chemicals outside the training data set. When tested, predictive accuracy was greater than 60% of known values for 44 of the 49 chemicals tested (90%). This proof-of-concept work shows that sophisticated neural network modeling of response factor data is a potential solution for response factor variation.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146093684","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}
引用次数: 0
A QbD Framework for Efficient Technology Transfer in Biologics Manufacturing. 生物制剂生产中高效技术转移的QbD框架。
Q3 Medicine Pub Date : 2026-01-30 DOI: 10.5731/pdajpst.2025-000074.1
Dogan Ornek

Technology transfer from clients to contract development and manufacturing organizations is a complicated process and inclusion of scale-up and scale-down strategies brings additional complexity. These complexities can lead to extended development timelines and significant resource utilizations to meet regulatory compliance. This manuscript presents the implementation of Quality by Design (QbD) principles as a systematic framework to mitigate these challenges and improve technology transfer efficiency. Here I provide a strategic approach to integrate QbD across five key stages of technology transfer: Scope of Work Development, Information Transfer and Failure Mode and Effects Analysis, Technology Transfer and Pilot Runs, Pre-Production Activities, and cGMP Production. By adopting this QbD-driven methodology, companies can achieve more effective knowledge transfer, develop scalable and reproducible processes, and ensure consistent product quality in alignment with regulatory standards.

从客户到合同开发和制造组织的技术转移是一个复杂的过程,包括扩大和缩小战略带来了额外的复杂性。这些复杂性可能导致开发时间的延长和资源的大量利用,以满足法规遵从性。本文提出了通过设计实现质量(QbD)原则作为一个系统框架来缓解这些挑战并提高技术转移效率。在这里,我提供了一种战略方法,将QbD整合到技术转移的五个关键阶段:工作范围开发、信息传递和失效模式及影响分析、技术转移和试运行、生产前活动和cGMP生产。通过采用这种qbd驱动的方法,公司可以实现更有效的知识转移,开发可扩展和可重复的流程,并确保一致的产品质量符合监管标准。
{"title":"A QbD Framework for Efficient Technology Transfer in Biologics Manufacturing.","authors":"Dogan Ornek","doi":"10.5731/pdajpst.2025-000074.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000074.1","url":null,"abstract":"<p><p>Technology transfer from clients to contract development and manufacturing organizations is a complicated process and inclusion of scale-up and scale-down strategies brings additional complexity. These complexities can lead to extended development timelines and significant resource utilizations to meet regulatory compliance. This manuscript presents the implementation of Quality by Design (QbD) principles as a systematic framework to mitigate these challenges and improve technology transfer efficiency. Here I provide a strategic approach to integrate QbD across five key stages of technology transfer: Scope of Work Development, Information Transfer and Failure Mode and Effects Analysis, Technology Transfer and Pilot Runs, Pre-Production Activities, and cGMP Production. By adopting this QbD-driven methodology, companies can achieve more effective knowledge transfer, develop scalable and reproducible processes, and ensure consistent product quality in alignment with regulatory standards.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146093686","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}
引用次数: 0
Integrating real-time viable biofluorescent particle counters within robotic gloveless isolators. 在机器人无手套隔离器中集成实时可行的生物荧光粒子计数器。
Q3 Medicine Pub Date : 2026-01-18 DOI: 10.5731/pdajpst.2025-000032.1
Noel Long, Manny Khera, Bobby Lumia

Advanced technologies in both aseptic filling and environmental monitoring are coming together to improve the resilience and sterility assurance of aseptic processing. Continuous, real-time environmental monitoring using biofluorescent particle counters (BFPCs) to detect viable and nonviable particles during the aseptic filling process for injectable drugs is gaining traction as an accepted alternative to conventional methods such as active air sampling instruments. Evolving regulatory guidance, including EU Annex 1 guidelines, are increasingly recommending the adoption of isolator technology as well as continuous environmental monitoring during GMP processes, including technologies that offer real-time feedback during drug product manufacturing. Computational flow dynamics and airflow visualization studies are additional tools that support the design of equipment and determination of locations for environmental monitoring. The current nutrient culture media growth-based environmental monitoring, rooted in science from 150 years ago, is unable to keep pace with recent technological advances and the ability to immediately react to an out-of-control state. Here we examine the design of an isolator that eliminates human intervention and indirect product contact parts during aseptic fill finish operations and present computational fluid dynamics (CFD) studies verified by airflow visualization, along with the incorporation of BFPCs at critical areas. Also, we report the results of the interference study characterizing the baseline results for detection of total particles (nonviable plus viable) using a BFPC within a robotic gloveless isolator during dynamic and static operating conditions. The results of our study using BFPCs demonstrate that airflow in the robotic gloveless isolator provides protection of critical areas from contamination during the tub peeling process and that the stoppering process in this environment does not generate detectable particles. During dynamic conditions and material transfer, the study demonstrates the design of the robotic gloveless isolator prevents false positives from interfering with materials during normal operations.

在无菌灌装和环境监测的先进技术正在走到一起,以提高弹性和无菌加工的无菌保证。在注射药物无菌灌装过程中,使用生物荧光粒子计数器(bfpc)进行连续、实时的环境监测,以检测活的和不活的颗粒,作为传统方法(如主动空气采样仪器)的替代方法,越来越受到关注。不断发展的监管指南,包括欧盟附录1指南,越来越多地建议在GMP过程中采用隔离技术以及持续的环境监测,包括在药品生产过程中提供实时反馈的技术。计算流动动力学和气流可视化研究是支持设备设计和确定环境监测位置的额外工具。目前以营养培养基生长为基础的环境监测,根植于150年前的科学,无法跟上最近的技术进步和对失控状态立即作出反应的能力。在这里,我们研究了一种隔离器的设计,该隔离器在无菌灌装完成操作过程中消除了人为干预和间接产品接触部件,并通过气流可视化验证了计算流体动力学(CFD)研究,同时在关键区域结合了bfpc。此外,我们报告了干扰研究的结果,描述了在动态和静态操作条件下,在机器人无手套隔离器内使用BFPC检测总颗粒(非活粒子和活粒子)的基线结果。我们使用bfpc进行的研究结果表明,机器人无手套隔离器中的气流可以在桶剥离过程中保护关键区域免受污染,并且在这种环境下的塞封过程不会产生可检测的颗粒。在动态条件和材料传输过程中,研究证明了机器人无手套隔离器的设计可以防止在正常操作过程中误报干扰材料。
{"title":"Integrating real-time viable biofluorescent particle counters within robotic gloveless isolators.","authors":"Noel Long, Manny Khera, Bobby Lumia","doi":"10.5731/pdajpst.2025-000032.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000032.1","url":null,"abstract":"<p><p>Advanced technologies in both aseptic filling and environmental monitoring are coming together to improve the resilience and sterility assurance of aseptic processing. Continuous, real-time environmental monitoring using biofluorescent particle counters (BFPCs) to detect viable and nonviable particles during the aseptic filling process for injectable drugs is gaining traction as an accepted alternative to conventional methods such as active air sampling instruments. Evolving regulatory guidance, including EU Annex 1 guidelines, are increasingly recommending the adoption of isolator technology as well as continuous environmental monitoring during GMP processes, including technologies that offer real-time feedback during drug product manufacturing. Computational flow dynamics and airflow visualization studies are additional tools that support the design of equipment and determination of locations for environmental monitoring. The current nutrient culture media growth-based environmental monitoring, rooted in science from 150 years ago, is unable to keep pace with recent technological advances and the ability to immediately react to an out-of-control state. Here we examine the design of an isolator that eliminates human intervention and indirect product contact parts during aseptic fill finish operations and present computational fluid dynamics (CFD) studies verified by airflow visualization, along with the incorporation of BFPCs at critical areas. Also, we report the results of the interference study characterizing the baseline results for detection of total particles (nonviable plus viable) using a BFPC within a robotic gloveless isolator during dynamic and static operating conditions. The results of our study using BFPCs demonstrate that airflow in the robotic gloveless isolator provides protection of critical areas from contamination during the tub peeling process and that the stoppering process in this environment does not generate detectable particles. During dynamic conditions and material transfer, the study demonstrates the design of the robotic gloveless isolator prevents false positives from interfering with materials during normal operations.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145998752","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}
引用次数: 0
Proactive replacement in aseptic manufacturing: A Health Index + Weibull/KaplanâMeier framework. 无菌生产中的主动替代:健康指数+ Weibull/ kaplan<e:1> meier框架。
Q3 Medicine Pub Date : 2026-01-18 DOI: 10.5731/pdajpst.2025-000055.1
SaiVijay Thattukolla, SaiVinay Thattukolla

Aseptic manufacturing depends on reliable equipment to maintain throughput and protect patients. This study presents a practical, reproducible maintenance engineering method for proactively replacing aging parts before failure; regulatory references are included only as bounded implementation context for execution inside governed (site validated) systems. This study presents a practical, reproducible method for proactively replacing aging parts before failure. The method combines a simple weighted Health Index (HI) that summarizes condition signals such as vibration, temperature, flow, pressure decay, and motor torque with established survival methods (Weibull and Kaplan-Meier) to estimate remaining useful life (RUL). These estimates are converted into clear Green-Yellow-Red maintenance actions and illustrated with a conceptual SAP PM execution workflow for work orders, spare reservation, and traceable recordkeeping under site governanceThe workflow is demonstrated on a vial washer, an upstream step that influences vial cleanliness and particulate control prior to depyrogenation, focusing on components including conveyors, pumps, bearings, seals, spray nozzles, and heaters. Using a simulation dataset to illustrate the full end to end analytics and decision workflow, Weibull fits with shape factor ß in the range of about 1.8 to 2 captured wears out behavior, and Kaplan-Meier pump survival at 24 months was 0.58 (95% CI 0.50 to 0.66). Applying HI together with RUL shifted interventions from unplanned breakdowns to planned stops. Relative to a reactive baseline under the stated assumptions, the scenario results showed 62.5% lower downtime, 84% lower combined maintenance and rejection costs, and 50% fewer batch rejects, with robustness demonstrated through sensitivity tests and 1,000 Monte Carlo runs.Overall, the contribution is a reproducible maintenance engineering workflow (HI + survival-based RUL + decision matrix) with a conceptual CMMS/SAP PM execution mapping for traceable work order initiation when implemented under site governance. The approach is adaptable to existing SCADA and SAP PM infrastructures following validation within the site quality system, with early benefit expected when prioritizing product quality critical components such as seals and spray nozzles.

无菌生产依赖于可靠的设备来维持产量和保护患者。提出了一种实用的、可重复的维修工程方法,在失效前主动更换老化部件;法规引用仅作为在受治理(现场验证)系统内执行的有界实现上下文包含。本研究提出了一种在失效前主动更换老化部件的实用、可重复的方法。该方法结合了简单的加权健康指数(HI),该指数总结了振动、温度、流量、压力衰减和电机扭矩等状态信号,并结合了现有的生存方法(Weibull和Kaplan-Meier)来估计剩余使用寿命(RUL)。这些估计被转换成清晰的绿黄红维护行动,并用一个概念性的SAP PM执行工作流来说明工作订单、备用预订和现场管理下的可追溯记录保存。工作流程在小瓶清洗机上进行了演示,这是一个上游步骤,影响小瓶清洁度和去热原之前的颗粒控制,重点关注包括输送机、泵、轴承、密封件、喷嘴和加热器在内的组件。使用模拟数据集来说明完整的端到端分析和决策工作流,Weibull与形状因子ß的拟合范围约为1.8至2,捕获磨损行为,Kaplan-Meier泵在24个月时的存活率为0.58 (95% CI 0.50至0.66)。将HI与RUL结合使用,将干预措施从计划外故障转变为计划外停机。相对于既定假设下的反应性基线,方案结果显示停机时间减少62.5%,综合维护和拒绝成本降低84%,批次拒绝减少50%,通过灵敏度测试和1000次蒙特卡罗运行证明了稳健性。总的来说,贡献是一个可重复的维护工程工作流(HI +基于生存的RUL +决策矩阵),它带有一个概念性的CMMS/SAP PM执行映射,用于在站点治理下实现可跟踪的工作订单启动。该方法适用于现有的SCADA和SAP PM基础设施,并在现场质量系统中进行验证,当优先考虑产品质量关键组件(如密封件和喷嘴)时,可以预期早期收益。
{"title":"Proactive replacement in aseptic manufacturing: A Health Index + Weibull/KaplanâMeier framework.","authors":"SaiVijay Thattukolla, SaiVinay Thattukolla","doi":"10.5731/pdajpst.2025-000055.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000055.1","url":null,"abstract":"<p><p>Aseptic manufacturing depends on reliable equipment to maintain throughput and protect patients. This study presents a practical, reproducible maintenance engineering method for proactively replacing aging parts before failure; regulatory references are included only as bounded implementation context for execution inside governed (site validated) systems. This study presents a practical, reproducible method for proactively replacing aging parts before failure. The method combines a simple weighted Health Index (HI) that summarizes condition signals such as vibration, temperature, flow, pressure decay, and motor torque with established survival methods (Weibull and Kaplan-Meier) to estimate remaining useful life (RUL). These estimates are converted into clear Green-Yellow-Red maintenance actions and illustrated with a conceptual SAP PM execution workflow for work orders, spare reservation, and traceable recordkeeping under site governanceThe workflow is demonstrated on a vial washer, an upstream step that influences vial cleanliness and particulate control prior to depyrogenation, focusing on components including conveyors, pumps, bearings, seals, spray nozzles, and heaters. Using a simulation dataset to illustrate the full end to end analytics and decision workflow, Weibull fits with shape factor ß in the range of about 1.8 to 2 captured wears out behavior, and Kaplan-Meier pump survival at 24 months was 0.58 (95% CI 0.50 to 0.66). Applying HI together with RUL shifted interventions from unplanned breakdowns to planned stops. Relative to a reactive baseline under the stated assumptions, the scenario results showed 62.5% lower downtime, 84% lower combined maintenance and rejection costs, and 50% fewer batch rejects, with robustness demonstrated through sensitivity tests and 1,000 Monte Carlo runs.Overall, the contribution is a reproducible maintenance engineering workflow (HI + survival-based RUL + decision matrix) with a conceptual CMMS/SAP PM execution mapping for traceable work order initiation when implemented under site governance. The approach is adaptable to existing SCADA and SAP PM infrastructures following validation within the site quality system, with early benefit expected when prioritizing product quality critical components such as seals and spray nozzles.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145998705","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}
引用次数: 0
Overcoming device component-related challenges and risks in prefilled syringe development. 克服预充式注射器开发中与设备组件相关的挑战和风险。
Q3 Medicine Pub Date : 2026-01-18 DOI: 10.5731/pdajpst.2025-000062.1
Bettine Boltres, Fran deGrazio, Susan Neadle

Developing medicines to serve patients is a complex, highly regulated process in which multiple interdependent factors must be aligned. If one aspect is not thoroughly evaluated, it may adversely affect others and ultimately the final product, leading to delays, additional costs and, in the worst case, market access barriers. This is particularly true for prefilled syringes (PFS) as combination products, where an already challenging market environment is further compounded by intricate regulatory requirements and a highly complex development process.This paper argues that many recurring issues in PFS development are not isolated technical failures, but the consequence of four systemic challenges: diverging regulatory requirements for drugs and devices, division of competencies between drug and device development teams, fragmented supply chains for device components, and non-standardized characterization and evidence generation across stakeholders. Using examples such as break-loose and glide forces, silicone oil, particles, endotoxins, and biocompatibility, the paper illustrates how these challenges manifest as concrete risks along the development pathway, including transitions from vial to syringe and interactions with notified bodies under the MDR. It then outlines system-level strategies to mitigate these risks, including clearer system ownership, integrated risk management and design spaces, earlier and closer collaboration with device experts and suppliers, and more harmonized standards and regulatory expectations. The overall aim is to support a more efficient, predictable and sciencebased pathway to safe, effective and user-appropriate prefilled syringes.

开发为患者服务的药物是一个复杂的、受到高度管制的过程,其中必须协调多个相互依存的因素。如果一个方面没有得到彻底的评估,它可能会对其他方面产生不利影响,并最终影响到最终产品,导致延误、额外的成本,在最坏的情况下,造成市场准入障碍。对于作为组合产品的预充式注射器(PFS)来说尤其如此,因为复杂的监管要求和高度复杂的开发过程进一步加剧了本已充满挑战的市场环境。本文认为,PFS开发中的许多反复出现的问题并不是孤立的技术故障,而是四种系统性挑战的结果:药品和器械的监管要求不同,药品和器械开发团队之间的能力划分,器械组件的碎片化供应链,以及利益相关者之间的非标准化表征和证据生成。本文使用诸如断裂和滑动力、硅油、颗粒、内毒素和生物相容性等例子,说明了这些挑战如何在开发路径上表现为具体的风险,包括从小瓶到注射器的过渡以及与MDR下的公告机构的相互作用。然后概述了减轻这些风险的系统级策略,包括更清晰的系统所有权,集成的风险管理和设计空间,与设备专家和供应商更早和更密切的合作,以及更协调的标准和监管期望。总体目标是支持更有效、可预测和基于科学的途径,以实现安全、有效和适合用户的预充式注射器。
{"title":"Overcoming device component-related challenges and risks in prefilled syringe development.","authors":"Bettine Boltres, Fran deGrazio, Susan Neadle","doi":"10.5731/pdajpst.2025-000062.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000062.1","url":null,"abstract":"<p><p>Developing medicines to serve patients is a complex, highly regulated process in which multiple interdependent factors must be aligned. If one aspect is not thoroughly evaluated, it may adversely affect others and ultimately the final product, leading to delays, additional costs and, in the worst case, market access barriers. This is particularly true for prefilled syringes (PFS) as combination products, where an already challenging market environment is further compounded by intricate regulatory requirements and a highly complex development process.This paper argues that many recurring issues in PFS development are not isolated technical failures, but the consequence of four systemic challenges: diverging regulatory requirements for drugs and devices, division of competencies between drug and device development teams, fragmented supply chains for device components, and non-standardized characterization and evidence generation across stakeholders. Using examples such as break-loose and glide forces, silicone oil, particles, endotoxins, and biocompatibility, the paper illustrates how these challenges manifest as concrete risks along the development pathway, including transitions from vial to syringe and interactions with notified bodies under the MDR. It then outlines system-level strategies to mitigate these risks, including clearer system ownership, integrated risk management and design spaces, earlier and closer collaboration with device experts and suppliers, and more harmonized standards and regulatory expectations. The overall aim is to support a more efficient, predictable and sciencebased pathway to safe, effective and user-appropriate prefilled syringes.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145998735","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}
引用次数: 0
Reproducible and Efficient Phenotyping for Cell Therapy Manufacturing Using the Accellix Automated Flow Cytometer Platform. 使用Accellix自动流式细胞仪平台进行细胞治疗制造的可重复和高效表型分析。
Q3 Medicine Pub Date : 2026-01-18 DOI: 10.5731/pdajpst.2025-000035.1
Jacob Van Vloten, Seungmi Yoo, Gurleen Sandhu, Leah Teschner, Dinh Nguyen, Elaine Than, Rey Mali, Donna Rill, Chris Ayers, Felix A Montero Julian

Measuring cellular quality attributes of cell therapy products is crucial because it ensures their safety, purity, potency, identity, and stability. These attributes help determine whether the therapy is effective and consistent across batches. Since cell therapy products are biologically complex, assessing their quality helps maintain lot-to-lot consistency, supports clinical data generation, and ensures compliance with regulatory standards. Additionally, critical quality attributes (CQAs) are essential for monitoring process control and validating the therapyâs effectiveness. Many of these cellular quality attributes are assessed using flow cytometry; however, beyond well-established clinical immunophenotyping assays, the technology remains insufficiently standardized, complicating alignment with Good Manufacturing Practice (GMP) and regulatory expectations. The work outlined here assesses the feasibility of the Accellix Platform for automated cellular sample analysis by analyzing repeatability and reproducibility across sites, operators, and dedicated instruments. The data presented demonstrates the potential of combining cytometry automation with advanced T cell engineering techniques to achieve robust and compliant manufacturing processes for innovative cellular therapies.

测量细胞治疗产品的细胞质量属性是至关重要的,因为它确保了它们的安全性、纯度、效力、特性和稳定性。这些属性有助于确定治疗在批次之间是否有效和一致。由于细胞治疗产品具有生物学复杂性,因此评估其质量有助于保持批次间一致性,支持临床数据生成,并确保符合监管标准。此外,关键质量属性(cqa)对于监控过程控制和验证治疗效果至关重要。许多这些细胞质量属性是用流式细胞术评估的;然而,除了完善的临床免疫表型分析之外,该技术仍然不够标准化,使其与良好生产规范(GMP)和监管期望的一致性复杂化。本文概述的工作通过分析不同地点、操作员和专用仪器的重复性和再现性,评估了Accellix平台用于自动细胞样本分析的可行性。所提供的数据表明,将细胞计数自动化与先进的T细胞工程技术相结合,可以实现创新细胞疗法的稳健和合规制造工艺。
{"title":"Reproducible and Efficient Phenotyping for Cell Therapy Manufacturing Using the Accellix Automated Flow Cytometer Platform.","authors":"Jacob Van Vloten, Seungmi Yoo, Gurleen Sandhu, Leah Teschner, Dinh Nguyen, Elaine Than, Rey Mali, Donna Rill, Chris Ayers, Felix A Montero Julian","doi":"10.5731/pdajpst.2025-000035.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000035.1","url":null,"abstract":"<p><p>Measuring cellular quality attributes of cell therapy products is crucial because it ensures their safety, purity, potency, identity, and stability. These attributes help determine whether the therapy is effective and consistent across batches. Since cell therapy products are biologically complex, assessing their quality helps maintain lot-to-lot consistency, supports clinical data generation, and ensures compliance with regulatory standards. Additionally, critical quality attributes (CQAs) are essential for monitoring process control and validating the therapyâs effectiveness. Many of these cellular quality attributes are assessed using flow cytometry; however, beyond well-established clinical immunophenotyping assays, the technology remains insufficiently standardized, complicating alignment with Good Manufacturing Practice (GMP) and regulatory expectations. The work outlined here assesses the feasibility of the Accellix Platform for automated cellular sample analysis by analyzing repeatability and reproducibility across sites, operators, and dedicated instruments. The data presented demonstrates the potential of combining cytometry automation with advanced T cell engineering techniques to achieve robust and compliant manufacturing processes for innovative cellular therapies.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145998739","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}
引用次数: 0
Development of Probabilistic Model to Predict Residual Seal Force of Crimped Vial Seals. 预测卷曲小瓶密封件残余密封力的概率模型的建立。
Q3 Medicine Pub Date : 2025-12-16 DOI: 10.5731/pdajpst.2025-000041.1
DanaLouise Cabrita, George Currier, Anthony Petrella, Bereket Yohannes, Jazz Honegger, Ankur Kulshrestha, Srini Sridharan, Yusuf Oni, Elizabeth Moroney

One of the most important requirements for a sterile packaging system is container closure integrity (CCI). For vial-based systems comprised of a vial, a hyper-elastic stopper, and a rigid crimp seal, CCI testing is an integral part of the drug development process.  During the vial-capping process, the component dimensions and materials play a critical role in creating a robust and adequate seal that will satisfy CCI. Although these properties are manufactured within certain tolerances there exist lot to lot variabilities and aging effects. If not taken into consideration during initial design, these factors can potentially impact the Residual Seal Force (RSF)  for a container closure system (CCS). Residual Seal Force (RSF) of the vial, while not predictive or causal, is correlated with CCI. For example, is possible that containers with sufficient RSF can contain defects that compromise CCI, including but not limited to fibers, cracks, and folds.A robust and efficient deterministic finite element model capable of predicting RSF for fixed displacement crimping systems was developed for this study. A probabilistic analysis was conducted, and stopper top dimensions (height and outer diameter (OD)) were found to be the most important drivers of seal force magnitude and variation. Seal force was positively correlated with both stopper height and OD. The effect of 2-year accelerated aging of the stopper, prior to assembly, was an increase to material stiffness and corresponding seal force. However, this increase in force was small (~3%). This corresponds well with practical findings where shelf aging is typically associated with increased material stiffness over time as well as an increase in RSF.

无菌包装系统最重要的要求之一是容器封闭完整性(CCI)。对于由小瓶、超弹性塞和刚性卷曲密封组成的基于小瓶的系统,CCI测试是药物开发过程中不可或缺的一部分。Â在小瓶封盖过程中,部件尺寸和材料在创造满足CCI的坚固和足够的密封方面起着至关重要的作用。虽然这些性能是在一定的公差范围内制造的,但存在大量的变化和老化效应。如果在初始设计时没有考虑到这些因素,这些因素可能会影响容器封闭系统(CCS)的剩余密封力(RSF) Â。小瓶的残余密封力(RSF)虽然不是预测或因果关系,但与CCI相关。例如,具有足够RSF的容器可能包含损害CCI的缺陷,包括但不限于纤维、裂缝和褶皱。本研究建立了一个鲁棒、高效的确定性有限元模型,能够预测固定位移压接系统的RSF。进行了概率分析,发现塞子顶部尺寸(高度和外径)是密封力大小和变化的最重要驱动因素。密封力与塞子高度和外径均呈正相关。在组装之前,对塞子进行2年加速老化的影响是增加了材料刚度和相应的密封力。然而,这种力量的增加很小(约3%)。这与实际发现相吻合,货架老化通常与材料刚度随时间的增加以及RSF的增加有关。
{"title":"Development of Probabilistic Model to Predict Residual Seal Force of Crimped Vial Seals.","authors":"DanaLouise Cabrita, George Currier, Anthony Petrella, Bereket Yohannes, Jazz Honegger, Ankur Kulshrestha, Srini Sridharan, Yusuf Oni, Elizabeth Moroney","doi":"10.5731/pdajpst.2025-000041.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000041.1","url":null,"abstract":"<p><p>One of the most important requirements for a sterile packaging system is container closure integrity (CCI). For vial-based systems comprised of a vial, a hyper-elastic stopper, and a rigid crimp seal, CCI testing is an integral part of the drug development process.  During the vial-capping process, the component dimensions and materials play a critical role in creating a robust and adequate seal that will satisfy CCI. Although these properties are manufactured within certain tolerances there exist lot to lot variabilities and aging effects. If not taken into consideration during initial design, these factors can potentially impact the Residual Seal Force (RSF)  for a container closure system (CCS). Residual Seal Force (RSF) of the vial, while not predictive or causal, is correlated with CCI. For example, is possible that containers with sufficient RSF can contain defects that compromise CCI, including but not limited to fibers, cracks, and folds.A robust and efficient deterministic finite element model capable of predicting RSF for fixed displacement crimping systems was developed for this study. A probabilistic analysis was conducted, and stopper top dimensions (height and outer diameter (OD)) were found to be the most important drivers of seal force magnitude and variation. Seal force was positively correlated with both stopper height and OD. The effect of 2-year accelerated aging of the stopper, prior to assembly, was an increase to material stiffness and corresponding seal force. However, this increase in force was small (~3%). This corresponds well with practical findings where shelf aging is typically associated with increased material stiffness over time as well as an increase in RSF.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768734","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}
引用次数: 0
The European Qualified Person: Legal Accountability, Quality Leadership, and AI Integration in Modern Pharmaceutical Manufacturing. 欧洲合格人员:现代制药制造中的法律责任、质量领导和人工智能集成。
Q3 Medicine Pub Date : 2025-12-16 DOI: 10.5731/pdajpst.2025-000067.1
Mario Stassen

The European Qualified Person (QP) holds unique legal responsibility for certifying batch release, ensuring patient safety, and maintaining regulatory compliance. Modern pharmaceutical manufacturing-especially in biologics, ATMPs, and personalized medicinesâgenerates complex, multi-site, data-rich environments that challenge traditional oversight. Artificial Intelligence (AI) offers predictive analytics, anomaly detection, and trend recognition to support decision-making but cannot currently replace the QPâs scientific judgment or legal accountability. The forthcoming Annex 22 introduces Human-in-the-Loop (HITL) frameworks that embed human oversight within AI-supported processes, aligning technological advancement with regulatory control. This review explores evolving QP responsibilities, core and emerging competencies, AI integration within Quality Risk Management (QRM) and GMP frameworks, and ethical considerations, illustrated with practical case studies. By developing AI literacy and applying HITL oversight, QPs can more effectively translate technological potential into transparent, science-based, and patient-centered batch-release decisions.

欧洲合格人员(QP)对批放行认证、确保患者安全和维护法规遵从性负有独特的法律责任。现代药品生产,特别是生物制剂、atmp和个性化药品,产生了复杂的、多站点的、数据丰富的环境,挑战了传统的监管。人工智能(AI)提供预测分析、异常检测和趋势识别来支持决策,但目前还不能取代qp的科学判断或法律责任。即将发布的附件22引入了人在循环(HITL)框架,将人类监督嵌入人工智能支持的流程中,使技术进步与监管控制保持一致。本综述探讨了不断发展的质量计划责任、核心和新兴能力、人工智能在质量风险管理(QRM)和GMP框架中的整合,以及道德考虑,并通过实际案例研究加以说明。通过培养人工智能素养和应用HITL监督,qp可以更有效地将技术潜力转化为透明、以科学为基础、以患者为中心的批量放行决策。
{"title":"The European Qualified Person: Legal Accountability, Quality Leadership, and AI Integration in Modern Pharmaceutical Manufacturing.","authors":"Mario Stassen","doi":"10.5731/pdajpst.2025-000067.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000067.1","url":null,"abstract":"<p><p>The European Qualified Person (QP) holds unique legal responsibility for certifying batch release, ensuring patient safety, and maintaining regulatory compliance. Modern pharmaceutical manufacturing-especially in biologics, ATMPs, and personalized medicinesâgenerates complex, multi-site, data-rich environments that challenge traditional oversight. Artificial Intelligence (AI) offers predictive analytics, anomaly detection, and trend recognition to support decision-making but cannot currently replace the QPâs scientific judgment or legal accountability. The forthcoming Annex 22 introduces Human-in-the-Loop (HITL) frameworks that embed human oversight within AI-supported processes, aligning technological advancement with regulatory control. This review explores evolving QP responsibilities, core and emerging competencies, AI integration within Quality Risk Management (QRM) and GMP frameworks, and ethical considerations, illustrated with practical case studies. By developing AI literacy and applying HITL oversight, QPs can more effectively translate technological potential into transparent, science-based, and patient-centered batch-release decisions.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768779","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}
引用次数: 0
Ode to a Sporicide - Can we do better? 杀菌剂颂歌-我们能做得更好吗?
Q3 Medicine Pub Date : 2025-12-16 DOI: 10.5731/pdajpst.2025-000042.1
Terra Kremer, Donald C Singer

Good contamination control practices in a controlled manufacturing environment demand consistency, which can be undermined by the common belief that the use of disinfectants alone will control the microbiological risk.  This comes from a legacy misunderstanding that use of a sporicide will correct other control failures.  The use of a sporicide in a cleanroom is not meant to replace good cleaning and broad-spectrum microbial disinfection but to complement broad spectrum efficacy when bacterial spore-formers are a persistent risk to the process .  Along with the rotation of a sporicidal disinfectant, a good balance of microbiological control for incoming materials and good gowning practices reduce the risk of introduction of microbiological contamination into a cleanroom or controlled environment.  Clear understanding of bacterial spore-formers and a risk-based approach to the removal of potential sources of bacterial spore-formers will lead to a good practice for the use of a sporicide in sterile pharmaceutical manufacturing environments.

在受控的生产环境中,良好的污染控制做法要求一致性,而人们普遍认为仅使用消毒剂就能控制微生物风险,这可能会破坏一致性。Â这源于一个遗留的误解,即使用杀孢剂将纠正其他控制失败。Â在洁净室中使用杀孢剂不是为了取代良好的清洁和广谱的微生物消毒,而是为了补充广谱的功效,当细菌孢子形成者对工艺有持续的风险时。Â随着杀孢消毒剂的循环使用,对进入物料的微生物控制的良好平衡和良好的更衣规范减少了将微生物污染引入洁净室或受控环境的风险。Â对细菌孢子形成物的清晰理解和基于风险的方法来去除细菌孢子形成物的潜在来源将导致在无菌制药环境中使用杀孢剂的良好实践。
{"title":"Ode to a Sporicide - Can we do better?","authors":"Terra Kremer, Donald C Singer","doi":"10.5731/pdajpst.2025-000042.1","DOIUrl":"https://doi.org/10.5731/pdajpst.2025-000042.1","url":null,"abstract":"<p><p>Good contamination control practices in a controlled manufacturing environment demand consistency, which can be undermined by the common belief that the use of disinfectants alone will control the microbiological risk.  This comes from a legacy misunderstanding that use of a sporicide will correct other control failures.  The use of a sporicide in a cleanroom is not meant to replace good cleaning and broad-spectrum microbial disinfection but to complement broad spectrum efficacy when bacterial spore-formers are a persistent risk to the process .  Along with the rotation of a sporicidal disinfectant, a good balance of microbiological control for incoming materials and good gowning practices reduce the risk of introduction of microbiological contamination into a cleanroom or controlled environment.  Clear understanding of bacterial spore-formers and a risk-based approach to the removal of potential sources of bacterial spore-formers will lead to a good practice for the use of a sporicide in sterile pharmaceutical manufacturing environments.</p>","PeriodicalId":19986,"journal":{"name":"PDA Journal of Pharmaceutical Science and Technology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768792","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}
引用次数: 0
期刊
PDA Journal of Pharmaceutical Science and Technology
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:604180095
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