Notice: This application will enforce Multi-factor authentication (MFA) for NIH users beginning the evening of Wed Aug 3rd.
NIH | National Cancer Institute | NCI Wiki  

Error rendering macro 'rw-search'

null

You are viewing an old version of this page. View the current version.

Compare with Current View Page History

« Previous Version 12 Next »

caDSR Overview

The Cancer Data Standards Registry (caDSR) consists of both a database and a toolset used to create, edit, and deploy data elements for metadata consumers.

The caDSR is a metadata registry based upon the ISO/IEC 11179 standard. The purpose of this standard is to define a framework for how such metadata can be specified, consistently maintained, shared, and used across diverse domains. The caDSR is a conforming implementation of the ISO/IEC 11179 metadata standard with NCI extensions. That is, the caDSR has been designed to support the creation, maintenance, registration, and use of metadata in accordance with the metadata standard and in addition, the NCI has extended the standard, most notably in the use of controlled terminology. This enables metadata consumers to register the descriptive information needed to render cancer research data reusable and interoperable.

The idea of standardizing and registering metadata addresses a significant problem in biomedical data management: the wide variety of ways that similar data are collected and described. Metadata is defined as "data about data" or more simply, the description of a piece of information.

The fundamental unit of data in the ISO/IEC 11179 standard is called a data element. According to the ISO metadata standard, any item represented by a data element has two distinct parts: an explicit definition that is independent of any particular implementation, and an explicit description of implementation-specific details regarding how the item is represented in computer storage. Capturing these two aspects makes it possible to compare data elements that describe the same thing across different applications, and to understand what data transformation may be necessary in order to make the data comparable.

caCORE-like systems follow an object-oriented paradigm where classes of data are described using UML models. A UML model, serialized into XMI, can then be used to transform the UML model objects into caDSR registered items. Once registered, the items in caDSR can be re-used in other systems' models. If different systems are using the same registered terms (metadata) for the data in their models, those systems can more easily communicate and share information.

The caDSR itself is a database that contains Administered Items. As defined in the ISO/IEC 11179 standard, an Administered Item is an item for which administrative information must be recorded. The item may be a Data Element or one of the associated components that comprise a Data Element. caDSR administered items are supported by the use of externally defined terminologies and controlled vocabularies, such as the NCI Thesaurus.

To support the database, the caDSR also has a suite of tools for creating, sharing, and deploying data elements (also called common data elements or CDEs). This suite of tools includes a public CDE Browser that enables you to search for data elements, create forms, and download CDEs, and a UML Model Browser viewer that makes it easier to find CDEs that are registered as part of UML modeling projects. All of the caDSR tools and interfaces connect to the same central database. Links to further information regarding the caDSR toolset appear elsewhere on this page.

By complying with the ISO/IEC 11179 standard, caDSR provides, among other things, a semantic bridge between the data elements contained in registered data objects and standard vocabularies and ontologies. caDSR was originally designed to support the development and deployment of data elements as metadata descriptors for NCI-sponsored research, but now supports an ever-widening group of users and metadata consumers in caBIG™.

caDSR has also been defined as the "cancer Data Standards Repository"; however, the caDSR is a registry rather than a repository. Simply defined, a registry contains references to things, whereas a repository holds things. For a more detailed distinction, see http://searchsoa.techtarget.com/tip/0,289483,sid26_gci1103660,00.html.

caDSR Database and Implementation

The caDSR is based on an Oracle database. All of the various tools and interfaces connect to the same central database.

The software applications that access caDSR content are based on open source standards and are freely available for use by other government agencies and for download and use by interested parties.

caDSR follows the ISO/IEC 11179 Information Technologies: Metadata Registries (MDR) standard to harmonize, register and integrate user-defined UML information models with existing and new caDSR content and to represent the CDEs in the database. This standard is somewhat complex, but it offers a richly expressive model for metadata that does a good job of supporting the variations needed for biomedical applications. If you are interested in working with the caDSR, please take some time to review the background material on the way we have implemented the ISO/IEC 11179 standard.

In addition to implementing the ISO/IEC 11179 model, we have added a few additional types of content to the caDSR. The two most important additional items are Forms and Protocols.

A Form is simply a collection of CDEs, and a Protocol is a collection of Forms. For clinical trials applications, the Forms correspond to Case Report Forms (CRFs), and Protocols correspond to a clinical trial protocol.

Template forms are generic forms that can be used as the basis for creating the actual forms used in a Protocol. Templates are stored both as a collection of CDEs that comprise the form, and an MS Word or PDF file that shows the CDEs laid out.

caDSR Tools

The caDSR and semantic tools include the following.

Several tools perform various tasks in creating, managing, and deploying CDEs. There are also tools that support reviewing externally generated forms to see if they are CDE-compliant, that is, are comprised of approved CDEs found in the caDSR. The public CDE Browser lets you search for data elements, create forms and download CDEs. The UML Model Browser is specifically designed for browsing registered UML information models. A CDE Tool Functionality Matrix is available to help users understand the differences among the tools. Online help is available, but you will find that using the tools is easier if you have first read through the description of the caDSR implementation of the ISO/IEC 11179 Standard.

About the caDSR Wiki

This is the wiki home page for caDSR. You may edit pages if you are working on them with the authors. You are welcome to leave comments. The content is grouped in several major categories:

  • No labels