Kyongeun Shin , Sungpil Han , Hyerim Choe , Suein Choi , Seunghoon Han
{"title":"自动协议模板与有效的时间表活动表生成健康志愿者试验","authors":"Kyongeun Shin , Sungpil Han , Hyerim Choe , Suein Choi , Seunghoon Han","doi":"10.1016/j.conctc.2025.101498","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>The writing of clinical trial protocols that conform to relevant guidelines is a labor- and time-intensive endeavor. An automated clinical trial protocol template generation system for healthy volunteer trials and a web-based schedule of activities (SoA) generator were developed in this study.</div></div><div><h3>Materials and methods</h3><div><em>R Markdown</em> was applied as the primary template development tool to automate the creation of a clinical trial protocol template that adheres to the International Council for Harmonization (ICH) M11 guidelines by enabling the adjustment of dynamic variables and facilitating the standardized presentation of relevant data using associated R packages. To ensure broader compatibility, the template was also tested using <em>Quarto</em>, which produced identical outputs with slight modifications to the YAML header. Additionally, a web-based SoA generator (developed with <em>React.js</em>) was created, featuring user-friendly functions for flexible start day adjustments, trial parameter settings, and automatic annotations.</div></div><div><h3>Results</h3><div>The <em>R Markdown</em> script removed most manual effort in creating healthy volunteer protocol templates, thereby increasing both accuracy and productivity. The system also supports <em>Quarto</em> with minor modifications, providing an alternative for users preferring its framework. The web-based SoA generator also demonstrated significant advantages over conventional methods, as it reduced human errors and required less time compared to manually generating SoAs in Word documents.</div></div><div><h3>Conclusions</h3><div>This study introduces a novel automated protocol template generation process using <em>R Markdown</em> as the primary tool, with <em>Quarto</em> compatibility confirmed, and a web-based SoA generator designed specifically for healthy volunteer trials. By improving the efficiency and accuracy of clinical trial document preparation, these tools have the potential to advance the drug development process.</div></div>","PeriodicalId":37937,"journal":{"name":"Contemporary Clinical Trials Communications","volume":"46 ","pages":"Article 101498"},"PeriodicalIF":1.4000,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Automated protocol templates with efficient schedule of activities table generation for healthy volunteer trials\",\"authors\":\"Kyongeun Shin , Sungpil Han , Hyerim Choe , Suein Choi , Seunghoon Han\",\"doi\":\"10.1016/j.conctc.2025.101498\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>The writing of clinical trial protocols that conform to relevant guidelines is a labor- and time-intensive endeavor. An automated clinical trial protocol template generation system for healthy volunteer trials and a web-based schedule of activities (SoA) generator were developed in this study.</div></div><div><h3>Materials and methods</h3><div><em>R Markdown</em> was applied as the primary template development tool to automate the creation of a clinical trial protocol template that adheres to the International Council for Harmonization (ICH) M11 guidelines by enabling the adjustment of dynamic variables and facilitating the standardized presentation of relevant data using associated R packages. To ensure broader compatibility, the template was also tested using <em>Quarto</em>, which produced identical outputs with slight modifications to the YAML header. Additionally, a web-based SoA generator (developed with <em>React.js</em>) was created, featuring user-friendly functions for flexible start day adjustments, trial parameter settings, and automatic annotations.</div></div><div><h3>Results</h3><div>The <em>R Markdown</em> script removed most manual effort in creating healthy volunteer protocol templates, thereby increasing both accuracy and productivity. The system also supports <em>Quarto</em> with minor modifications, providing an alternative for users preferring its framework. The web-based SoA generator also demonstrated significant advantages over conventional methods, as it reduced human errors and required less time compared to manually generating SoAs in Word documents.</div></div><div><h3>Conclusions</h3><div>This study introduces a novel automated protocol template generation process using <em>R Markdown</em> as the primary tool, with <em>Quarto</em> compatibility confirmed, and a web-based SoA generator designed specifically for healthy volunteer trials. By improving the efficiency and accuracy of clinical trial document preparation, these tools have the potential to advance the drug development process.</div></div>\",\"PeriodicalId\":37937,\"journal\":{\"name\":\"Contemporary Clinical Trials Communications\",\"volume\":\"46 \",\"pages\":\"Article 101498\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2025-05-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Contemporary Clinical Trials Communications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2451865425000729\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Contemporary Clinical Trials Communications","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2451865425000729","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
Automated protocol templates with efficient schedule of activities table generation for healthy volunteer trials
Background
The writing of clinical trial protocols that conform to relevant guidelines is a labor- and time-intensive endeavor. An automated clinical trial protocol template generation system for healthy volunteer trials and a web-based schedule of activities (SoA) generator were developed in this study.
Materials and methods
R Markdown was applied as the primary template development tool to automate the creation of a clinical trial protocol template that adheres to the International Council for Harmonization (ICH) M11 guidelines by enabling the adjustment of dynamic variables and facilitating the standardized presentation of relevant data using associated R packages. To ensure broader compatibility, the template was also tested using Quarto, which produced identical outputs with slight modifications to the YAML header. Additionally, a web-based SoA generator (developed with React.js) was created, featuring user-friendly functions for flexible start day adjustments, trial parameter settings, and automatic annotations.
Results
The R Markdown script removed most manual effort in creating healthy volunteer protocol templates, thereby increasing both accuracy and productivity. The system also supports Quarto with minor modifications, providing an alternative for users preferring its framework. The web-based SoA generator also demonstrated significant advantages over conventional methods, as it reduced human errors and required less time compared to manually generating SoAs in Word documents.
Conclusions
This study introduces a novel automated protocol template generation process using R Markdown as the primary tool, with Quarto compatibility confirmed, and a web-based SoA generator designed specifically for healthy volunteer trials. By improving the efficiency and accuracy of clinical trial document preparation, these tools have the potential to advance the drug development process.
期刊介绍:
Contemporary Clinical Trials Communications is an international peer reviewed open access journal that publishes articles pertaining to all aspects of clinical trials, including, but not limited to, design, conduct, analysis, regulation and ethics. Manuscripts submitted should appeal to a readership drawn from a wide range of disciplines including medicine, life science, pharmaceutical science, biostatistics, epidemiology, computer science, management science, behavioral science, and bioethics. Contemporary Clinical Trials Communications is unique in that it is outside the confines of disease specifications, and it strives to increase the transparency of medical research and reduce publication bias by publishing scientifically valid original research findings irrespective of their perceived importance, significance or impact. Both randomized and non-randomized trials are within the scope of the Journal. Some common topics include trial design rationale and methods, operational methodologies and challenges, and positive and negative trial results. In addition to original research, the Journal also welcomes other types of communications including, but are not limited to, methodology reviews, perspectives and discussions. Through timely dissemination of advances in clinical trials, the goal of Contemporary Clinical Trials Communications is to serve as a platform to enhance the communication and collaboration within the global clinical trials community that ultimately advances this field of research for the benefit of patients.