CDISC Therapeutic Area (TA) Standards extend the Foundational Standards to represent data that pertains to specific disease areas. TA Standards include disease-specific metadata, examples and guidance on implementing CDISC standards for a variety of uses, including global regulatory submission. This page aims to provide readers a better understanding of what to expect, and not to expect, from a TA standard. See also the Overview of Therapeutic Area User Guides module freely available from the CDISC Online Learning Platform (https://www.cdisc.org/education/online-training).
Hyperlinked words on this page serve as cross-references to sections in the latter half of the page. Status
What to Expect from a TA Standard
A TA standard typically provides advice, examples, and explanations related to the use of the Clinical Data Acquisition Standards Harmonization (CDASH) model, the Study Data Tabulation Model (SDTM), and/or the Analysis Data Model (ADaM), and the implementation guides for each in the context of human clinical trials, within the context of the therapeutic area for which the guide is named.
Advice might include:
Guidance on which domains and datasets to use in collecting and storing data
- Guidance on which variables to use to represent data items
- Guidance on the definition of non-standard (supplemental) variables, when the currently defined standard variables are insufficient for the task
- Guidance on relating data across domains and datasets
Examples might include:
Annotated sample case report forms (CRFs) compliant with CDASH
CDASH metadata associated with the sample CRFs
Examples of SDTM datasets, with text describing the situational context and pointing out records of note
Sample analysis datasets compliant with ADaM, with dataset-, variable-, and variable/or value-level metadata
Table shells, mock reports, and diagrams illustrating the kinds of statistical analysis that can be performed based on the ADaM datasets
Explanations might include:
- Discussion of why and how the standards were applied as shown in the examples, including clinical background relevant to modeling decisions
- Diagrams (concept maps) that illustrate clinical processes, concepts, and/or relationships among data items
- Where applicable, links to proposed additions to foundational standards (e.g., proposed new domains or variables)
Additional content might include:
- Links to Biomedical Concepts for some core TA data (these are maintained in SHARE, which is the authoritative source)
- Links to patient-oriented resources about the TA, so that readers may familiarize themselves with the TA
- A brief clinical discussion of some of the more central¹ † concepts to the TA, to aid those handling the data (e.g., data managers, statisticians, programmers) recognize the concepts and apply CDISC standards appropriately
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A TA standard does not include:
- Advice on what data to collect or how to analyze it
- Information and advice already included in the foundational standards
- Definitive controlled terminology
- Implementation advice and or terminology for questionnaires, ratings, or scales
- Regulatory guidance or advice
- Clinical guidance or advice
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CDISC standards specify how to structure the data to support efficient data sharing for regulated clinical trials. CDISC standards do not specify what data should be collected or how to conduct clinical trial protocols, assessments, or endpoints. |
What is CDISC?
The Clinical Data Interchange Standards Consortium (CDISC) is a global, open, multidisciplinary, non-profit organization that has established standards to support the acquisition, exchange, submission, and archive of clinical research data and metadata. CDISC standards aim to enhance the harmonization of clinical data and streamline research processes. All CDISC standards are vendor-neutral, platform-independent, and freely available via the CDISC website.
The CDISC mission is to develop and support global, platform-independent data standards that enable information system interoperability to improve medical research and related areas of healthcare. The CDISC vision is to inform patient care and safety through higher quality medical research.
What is CFAST?
The Coalition for Accelerating Standards and Therapies (CFAST) is a collaborative initiative formed to accelerate clinical research and medical product development by facilitating the establishment and maintenance of data standards, tools and methods for conducting research in therapeutic areas that are important to public health. The goal of the CFAST initiative is to identify a core set of clinical therapeutic area concepts and endpoints for targeted therapeutic areas and translate them into CDISC standards to improve semantic understanding, support data sharing and facilitate global regulatory submission. Additional information, including a list of contributing organizations, can be found at: http://www.cdisc.org/cfast.
What is NCI EVS?
The U.S. National Cancer Institute (NCI) Enterprise Vocabulary Services (EVS) is CDISC's partner in developing controlled terminology for use alongside CDISC standards.
Since 1997, EVS has provided terminology content, tools, and services to accurately code, analyze and share cancer and biomedical research, clinical and public health information. EVS works with many partners to develop, license and publish terminology, jointly develop software tools, and support harmonization and shared standards. The NCI Thesaurus (NCIt) is EVS's core reference terminology and biomedical ontology.
CDISC controlled terminology is available at:Panel | ||||
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What's in a name? "TA Standard" vs. "TAUG"
What is a TAUG?"TAUG" is the prefix for the short name (and file name) for a TA standardstandards. Working backwards: "G" stands for "guide", because the document's purpose is to function as a how-to; "U" stands for "user", which indicates the target audience (users of CDISC standards, as opposed to implementers); and "TA" stands for "therapeutic area", because the document focuses not on a specific foundational standard, but on a specific therapeutic area or indication. In short: “TAUG” stands for “therapeutic area user guide”, an informative data standard that focuses on a specific therapeutic area.
What are foundational standards?
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A Biomedical Concept (BC) is a unit of knowledge, created by a unique combination of the characteristics that define observations of real world phenomena in clinical research and/or healthcare, which represents biomedical knowledge that borrows from medical knowledge, statistical knowledge, BRIDG, and the CDISC standards. Metadata for biomedical concepts BCs include the properties of the data items that are parts of the concepts, controlled terminology for those data items, and the ways in which the concepts relate to each other.
BCs are maintained in the Shared Health and Research Electronic (SHARE) metadata repository. SHARE is the authoritative source for BCs.
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concept maps?
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– From the introduction to What is a Concept Map?, by Alberto J. Cañas & Joseph D. Novak. , What is a Concept Map? Read the rest here. |
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This classification is based on classes in the Biomedical Research Integrated Domain Group (BRIDG) model (available at: http://bridgmodel.nci.nih.gov/). These color-symbol pairs have been used to highlight kinds of things that occur commonly in clinical data and therefore give rise to common patterns of data. Concepts whose class does not have an assigned code have a thinner, black outline, and no accompanying symbol. These may include the subject of an observation, as well as characteristics, or attributes, of the coded concepts.
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STUFF TO FIND A PLACE FOR / BITS & BOBS
CDISC data standards are living documents. Due differing update cycles, some of the modeling approaches and controlled terminology presented in the examples in a document may become outdated before the next version of the document is released.
When a particular type of data has existing CDISC standards that can be used without additional development or customization, it is not covered in special detail in subsequent standards.
- A brief clinical discussion of some of the more central¹ concepts to the TA, to aid those handling the data (e.g., data managers, statisticians, programmers) recognize the concepts and apply CDISC standards appropriately. Such a discussion might include the way in which the concept is relevant to the TA, the clinical situations from which data for the concept might arise, and the guise(s) in which the data might appear.
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Within the context of CDISC standards, controlled terminology is vocabulary for which the meaning and (to some extent) the use have been pre-determined. You may have been in a conversation where two people used different definitions for the same word, to the increasing frustration and/or confusion of all: that kind of situation is what controlled terminology seeks to prevent. By enforcing the same definition for variables, values, etc. in data reporting, controlled terminology decreases the risk of semantic misalignment and facilitates the comparison of data between studies.
CDISC controlled terminology is a value set within the NCI Thesaurus, which can be found at: http://ncit.nci.nih.gov, and which is explained in more detail at: https://wiki.nci.nih.gov/display/VKC/NCI+Thesaurus+Terminology. CDISC controlled terminology is available at: http://www.cancer.gov/cancertopics/cancerlibrary/terminologyresources/cdisc.
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CDISC's foundational standards are the standards upon which all other CDISC products are based, hence the name "foundational". Each foundational standard focuses on a particular aspect of clinical data processing, such as collection or tabulation, and is intended to be applicable to that aspect regardless of TA or other form of clinical context. TA standards, on the other hand, are intended to be (in the fullness of time) applicable across any of the fields covered by the foundational standards, each within the context of their particular TA.
Who or what is…
… CDISC? | The Clinical Data Interchange Standards Consortium is a global, non-profit standards development organization. CDISC develops standards for the transfer and storage of clinical data and metadata, including the TA standards discussed on this page and the foundational standards upon which the TA standards are based. For more information, see: http://www.cdisc.org. |
… CFAST? | The Coalition for Accelerating Standards and Therapies is a collaborative initiative that sponsors many of the TA standards. For more information, see: http://www.cdisc.org/cfast. |
… C-Path? | The Critical Path Institute is the co-founder of the CFAST initiative, alongside CDISC, and an active contributor to many CFAST-sponsored standards. For more information, see: http://c-path.org/. |
… NCI EVS? | The U.S. National Cancer Institute' Enterprise Vocabulary Services is CDISC's partner in developing controlled terminology for use alongside CDISC standards. For more information, see: http://evs.nci.nih.gov/. |
For more information on these and other CDISC partnerships, see: http://www.cdisc.org/cdisc-partnerships.
A great many thanks to everyone who has contributed to the development of a therapeutic area standard. As with all CDISC products, each TA standard is truly an illustration of strength through collaboration
Although the examples in CDISC data standards try to appear plausible, including using controlled terminology where available, they should not be regarded as a definitive source for controlled terminology. Some codelists and/or values applicable to biomedical concepts and data elements in a document may still be in development at the time of publication. Some examples may use values that appear to be controlled terminology, but which are actually generic or "best guess" placeholders. Readers should consult the current CDISC Controlled Terminology (available at: http://www.cancer.gov/cancertopics/cancerlibrary/terminologyresources/cdisc) as the ultimate authority for correct controlled terminology codelists and values.