CPhaMAS:中国开发的第一个药理动力学分析云平台
Yun Kuang1, Dongsheng Cao2, Dan Jiang3
1Center of Clinical Pharmacology, Third Xiangya Hospital, Central South University, Changsha 410013. kuangida@163.com.
一个新的云平台,CPhaMAS,为药物开发提供了用户友好的药理学分析. 它集成了必不可少的建模工具,简化了研究人员和专业人士复杂的统计分析.
科学领域:
- 药理学 药理学是指药理学的学科.
- 计算生物学 计算生物学
- 生物统计学 生物统计学
背景情况:
- 药理学建模和统计分析对于药物开发和个性化医学至关重要.
- 现有的软件往往会给用户带来一个的学习曲线.
- 在药物动力学分析中需要可访问的基于云计算的解决方案.
研究的目的:
- 开发一个基于云的药理动力学分析平台 (CPhaMAS),具有直观的界面.
- 利用云计算来提高可访问性和减少用户硬件要求.
- 为药物开发和个性化治疗建模提供一个用户友好的工具.
主要方法:
- 使用Ruby on Rails,Julia和PostgreSQL 14进行开发.
- 综合模块用于非分区分析,生物等价性/生物可用性,分区建模和群体药理动力学.
- 实施了强大的数据安全性,可追溯性,并进行了全面的测试.
主要成果:
- CPhaMAS成功地实现了所有四个核心功能,基本功能完成率为100%.
- 该平台提供在线数据分析,减少存储和性能需求.
- 通过案例研究验证,实现了超过99%的年度正常运行时间,500ms以下的响应时间和低CPU使用量.
结论:
- CPhaMAS 作为一个集成的,基于云的工具,用于药理动力学建模和统计分析.
- 它为教育工作者,研究人员和行业专业人士提供了可访问的各种分析工具.
- 该平台促进非分区分析,生物等价性研究和先进的药物动力学建模.
更多相关视频
11:06Network Pharmacology Prediction and Metabolomics Validation of the Mechanism of Fructus Phyllanthi against Hyperlipidemia
Published on: April 7, 2023
08:31Biosensor-based High Throughput Biopanning and Bioinformatics Analysis Strategy for the Global Validation of Drug-protein Interactions
Published on: December 1, 2020
相关概念视频
Analysis of Population Pharmacokinetic Data
Analysis Methods of Pharmacokinetic Data: Model and Model-Independent Approaches
The model approach uses mathematical models to describe changes in drug concentration over time. Pharmacokinetic models help characterize drug behavior in patients, predict drug concentration in the body fluids, calculate optimum dosage regimens, and evaluate the risk of toxicity. However, ensuring that the model fits the experimental data accurately...
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This...
Model Approaches for Pharmacokinetic Data: Compartment Models
Two primary types of compartment models are recognized: mammillary and catenary. The more...
Noncompartmental Analysis: Miscellaneous Pharmacokinetic Parameters
One key aspect of the noncompartmental approach is determining a drug's total clearance. This can be done by dividing the drug dose by the area under the concentration-time curve from zero to infinity. The area under the concentration-time curve represents the drug's...
Pharmacokinetic Models: Overview
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
