Muzic R F, Cornelius S
Radiology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA.
J Nucl Med. 2001 Apr;42(4):636-45.
Compartment models are the basis for most physiologically based quantification of nuclear medicine data. Although some software packages are available for this purpose, many are expensive, run on relatively few types of computers or are of limited capability, and cannot be extended because of the unavailability of source code. Consequently, institutions with modeling expertise often develop software for themselves, which has the disadvantages of lack of standardization and possible replication of effort. Therefore, general-purpose compartment-modeling software distributed with source code would be a welcome resource for the nuclear medicine community.
We formulated a mathematic framework within which compartment models containing unimolecular and bimolecular (receptor saturation) kinetics can be described. We implemented this framework within MATLAB and call the resultant software COMKAT (Compartment Model Kinetic Analysis Tool).
COMKAT simplifies the process of defining and solving standard blood flow, 18F-FDG, and receptor models as well as models of a user's own design. In particular, COMKAT automatically defines and implements state, analytic sensitivity, and Jacobian equations. Given these, COMKAT can perform simulations in which model outputs are solved for specified parameter values, thereby allowing the user to predict how sensitive data are to these parameters. In addition, COMKAT can be used to estimate values for the parameters by fitting model output to experimental data. COMKAT is equipped with command-line and graphic user interfaces from which the user can access these features. Examples of these applications are presented along with validation and performance summaries.
COMKAT is a useful software tool and is available without cost to researchers, at www.nuclear.uhrad.com/comkat.
房室模型是大多数基于生理学的核医学数据定量分析的基础。尽管有一些软件包可用于此目的,但许多软件包价格昂贵,运行于相对较少类型的计算机上,或者功能有限,并且由于没有源代码而无法扩展。因此,拥有建模专业知识的机构通常会自行开发软件,这存在缺乏标准化以及可能重复劳动的缺点。因此,带有源代码分发的通用房室建模软件将是核医学领域受欢迎的资源。
我们制定了一个数学框架,在该框架内可以描述包含单分子和双分子(受体饱和)动力学的房室模型。我们在MATLAB中实现了这个框架,并将由此产生的软件称为COMKAT(房室模型动力学分析工具)。
COMKAT简化了定义和求解标准血流、18F-FDG和受体模型以及用户自己设计的模型的过程。特别是,COMKAT会自动定义和实现状态、分析灵敏度和雅可比方程。有了这些,COMKAT可以进行模拟,其中针对指定的参数值求解模型输出,从而允许用户预测数据对这些参数的敏感程度。此外,COMKAT可用于通过将模型输出拟合到实验数据来估计参数值。COMKAT配备了命令行和图形用户界面,用户可以通过这些界面访问这些功能。给出了这些应用的示例以及验证和性能总结。
COMKAT是一个有用的软件工具,研究人员可在www.nuclear.uhrad.com/comkat免费获取。