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PASMet: a web-based platform for prediction modelling and analyses of metabolic systems

机译:PASMet:基于网络的代谢系统预测建模和分析平台

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摘要

PASMet (Prediction, Analysis and Simulation of Metabolic networks) is a web-based platform for proposing and verifying mathematical models to understand the dynamics of metabolism. The advantages of PASMet include user-friendliness and accessibility, which enable biologists and biochemists to easily perform mathematical modelling. PASMet offers a series of user-functions to handle the time-series data of metabolite concentrations. The functions are organised into four steps: (i) Prediction of a probable metabolic pathway and its regulation; (ii) Construction of mathematical models; (iii) Simulation of metabolic behaviours; and (iv) Analysis of metabolic system characteristics. Each function contains various statistical and mathematical methods that can be used independently. Users who may not have enough knowledge of computing or programming can easily and quickly analyse their local data without software downloads, updates or installations. Users only need to upload their files in comma-separated values (CSV) format or enter their model equations directly into the website. Once the time-series data or mathematical equations are uploaded, PASMet automatically performs computation on server-side. Then, users can interactively view their results and directly download them to their local computers. PASMet is freely available with no login requirement at from major web browsers on Windows, Mac and Linux operating systems.
机译:PASMet(代谢网络的预测,分析和模拟)是一个基于Web的平台,用于提出和验证数学模型以了解新陈代谢的动力学。 PASMet的优点包括用户友好性和可访问性,这使生物学家和生物化学家能够轻松地进行数学建模。 PASMet提供了一系列用户功能来处理代谢物浓度的时间序列数据。这些功能分为四个步骤:(i)预测可能的代谢途径及其调控; ii建立数学模型; iii模拟代谢行为; (iv)代谢系统特征分析。每个函数都包含可以独立使用的各种统计和数学方法。可能没有足够的计算或编程知识的用户可以轻松,快速地分析其本地数据,而无需下载,更新或安装软件。用户只需要以逗号分隔值(CSV)格式上传文件,或直接在网站中输入模型方程式。上载时序数据或数学方程式后,PASMet会自动在服务器端执行计算。然后,用户可以交互方式查看其结果并将其直接下载到本地计算机。 Windows,Mac和Linux操作系统上的主要Web浏览器均可免费提供PASMet,无需登录。

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