• Content Standard NOT a Model • Covers 22 core Case Report Forms CRFs - Variable Names, Definition, Question Text - Instructions to the Site, SDTM Variable Mapping • Core Designations
Trang 1CDASH : A PRIMER AND GUIDE TO
Trang 2• Introduction
• What is CDASH? What it is not
• Perfect libraries with CDASH
• CDASH with multi-EDC vendors
• CDASH aids mapping to SDTM
• Practical CDASH mapping examples
• Conclusions
AGENDA
Trang 3• Vendor neutral using CDISC since 2000
• Save time & money in End-to-End Clinical Trial
• Universal Design with Formedix Origin™
• Data Acquisition Design & Dataset Design
• Origin Study and Submission Modeller™
• Universal Execution with Formedix Transform™
• Data Acquisition – Paper, EDC, ePRO & IVRS
• Conversion – ETL
• Submission – Annotated CRF and Define.pdf
• Create once work with all Train in one work in all
• Formedix Consult™ Consultancy Services
• Planning, preparation, implementation, multi-EDC execution
• Won 2 CDISC awards – wrote much of ODM/define INTRODUCTION
Trang 4INTRODUCTION
TO CDASH
Trang 5• Content Standard NOT a Model
• Covers 22 core Case Report Forms (CRFs)
- Variable Names, Definition, Question Text
- Instructions to the Site, SDTM Variable Mapping
• Core Designations is a killer feature
- Give clinical context on why something is collected
- Highly recommended, recommended/conditional, optional
- Clinical Perspective on data collection
• What it is not
- One-to-one mapping with the SDTM
- AEYN not in SDTM, AEBODSYS not in CDASH WHAT IS CDASH? WHAT IT IS NOT
Trang 6• Excel, Word, PDF Libraries
- Excel for database metadata
- Word for CRF mock-ups
• Global proprietary EDC Library
- Rave, DataLabs, Prism…
- Has shortcomings
◦ Lack of full support for CDISC
◦ No alias support – automate aCRFs
◦ No discrete measurement units support
◦ Poor support for vertical structures
• Optimal solution CDASH in CDISC-ODM
HOW CAN CDASH BE STORED?
Trang 7WHAT IS CDASH ODM?
Submission
Codelists
Extended ODM Structure
Database Content and Structure Clinical Context
Trang 8• Libraries – Content Reuse
- 70% reuse
- Standards maintenance resources down by 23%
- Just this use case ROI – 8 months
• Study Set-up
- Specification auto-generation
- Boston Scientific proved a 68% reduction
- With CROs, Partners, EDC vendors …
• Study Build
- Automate EDC build build
- 55% reduction in EDC build
• Study Conduct and Analysis
- 76% reduction in dataset production
CDISC SAVES TIME & MONEY
Trang 9PERFECT LIBRARIES WITH CDASH
Trang 10CASE STUDY - CDASH NOT USED
8
STUDIES
IN SAME THERAPEUTIC AREA
MIXTURE OF EDC/CRO VENDORS
342
FORMS
143
UNIQUE FORMS
Multiple permutations of Forms present
15
VITAL SIGNS FORMS
6
PHYSICAL EXAM FORMS
36
FORMS WITHOUT CDASH
4
MASTER LIBRARY FORMS WITH CDASH
Trang 11• Use study 1 as a library
• Add each ‘new' form from study
to study
• Do not standardize
• End-to-end reuse low until final studies
CRF REUSE BEFORE & AFTER
• Standardize common forms
Percentage Reuse % Reuse
%Reuse CDASH
Trang 12CDASH LIBRARY –
MASTER DEMOGRAPHICS EXAMPLE STUDY SPECIFIC DEMOGRAPHICS
Trang 13• Quality is built in up-front not tested in
• CDISC Libraries with CDASH Content
- Clinical context – quicker clinician approval
- Vendor neutral and portable
• Design once
- Everything pre-approved so review reduced
- Only test new content or changed content
- Standardized CRFs = consistent data collection
- Standardized CRFs = standardized datasets/mappings
• Reuse of all study design components
- Across end-to-end clinical trial
- Across multiple vendors & data capture systems
CDISC MODELS AND CDASH CONTENT
PERFECT REUSE EVERYWHERE
Trang 14CDASH WITH
MULTI-EDC VENDORS
Trang 15CDASH MULTI-VENDOR eCRFS AUTOGENERATED
Trang 16• Structural Issues
- CDASH vertical vs EDC horizontal
- EDC systems allow only one vertical structure
• Poor/Lack of support for
- CDISC identifiers - lengths, character restrictions etc
- Aliases – used to annotate/map to SDTM, Legacy fields
Trang 17• Structural
- Implement one field per question (horizontal)
- Implement vertical versions
- Split repeating sections on separate forms (incl/excl)
• Core Libraries
- Covers most use cases
- Special case specific EDC eCRFs in separate library
• Global aliases
- Company corporate identifiers used end-to-end everywhere
- Still supports EDC identifier restrictions
• Code / decode instead of enumerated codelist
IMPLEMENTATION ISSUES -
SOLUTIONS
Trang 18MAPPING CDASH
TO SDTM
Trang 19ADVANTAGES OF CDASH
Trang 20• Interventions
- CM (Concomitant Medications)
- LB (Laboratory Test Results)
DOMAINS MAP TO CDASH
Trang 21CDASH ODM
CDASH & SDTM ALIGNMENT
CDASH CRF Label Question
SDTM Controlled Terminology
SDTM Variable Name
CDASH Core (Highly
Recommended)
Trang 22OPTIMIZING DOWNSTREAM DATAFLOWS
Trang 23OPTIMIZING DOWNSTREAM DATAFLOWS
Trang 24• Vital signs (VS form)
• Vertical implementation suggested
• Optimized for dataset production
and not all easy to enter data
• Must repeat on VSTEST
- Cannot have repeat on time as well
- Form repeats for time points
• Other issues
- Every variable collected at every time
point even if likely to remain constant
- VSORRESU Units must be a pull down
- Error prone needs more edit checks
- Repeated collection of irrelevant values
• Pros: Simple dataset mapping
PURE CDASH :
VERTICAL NEEDS HELP SOMETIMES
Trang 2579 SDTM DATASET
Trang 27• CDASH ODM is best format to store CDASH
- Union of all standards
- SDTM, ODM, CT
- EDC extensions and best practices
• CDASH saves time and money
- Clinical perspective
- Promotes reuse of CRFs and end-to-end designs
- Alignment with SDTM and mapping ease
• Compromises have to be made
- Multi-vendor and your own content
- No two CDASH libraries are identical
CONCLUSIONS
Trang 28ANY QUESTIONS?