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Trials and Tribulations of SDTM Trial Design Mary Lenzen Octagon Research Solutions. ESUG Telecon July 26, 2011. Why Do Trial Design. Rapidly understanding the design of the study Standard and relatively simple data structures Relatively small number of rows of data and easy to comprehend - PowerPoint PPT Presentation
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© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Trials and Tribulationsof SDTM Trial Design
Mary Lenzen Octagon Research Solutions
ESUG TeleconJuly 26, 2011
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Why Do Trial Design
• Rapidly understanding the design of the study • Standard and relatively simple data structures• Relatively small number of rows of data and
easy to comprehend• Useful for both FDA reviewers and internal
sponsor use• Information can be centrally accessible and
searchable
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Ordered by Complexity• Trial Inclusion/Exclusion Criteria (Lookup table)• Trial Summary (Descriptive attributes of trial)• Trial Visits (Planned)• Trial Arms (Planned)• Trial Elements (Planned)
Trial Design: Overview
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Creating Trial Inclusion/Exclusion
• Challenge of 200 character limit• Truncation – potential for duplicate IETEST
values• Need protocol or CRF for complete IETEST
values• Subject IETEST/IETESTDC must match Trial
Inclusion/Exclusion IETEST/IETESTCD
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Creating Trial Summary
• Key details about the trial• One record per parameter value
• TSGRPID used to group multiple related parameters such as Dose, Units, Frequency etc
• TSSEQ used as a key for multiple records with the same parameters
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Creating Trial Visits
• Planned schedule of Visits• Timing variables: VISITNUM, VISIT, and
VISITDY• What is really the start and end of a visit? • Create Subject Visits dataset from Visit based
SDTM datasets
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
STUDYID DOMAIN VISITNUM VISIT VISITDY ARMCD ARM TVSTRL TVENRL
1999001 TV 1 Visit 1 Signing of informed consent
Completion of lab draw
1999001 TV 2 Visit 2 30 minutes before receipt of Run-In drug
1999001 TV 3 Visit 3 30 minutes before receipt of blinded treatment
30 minutes after receipt of blinded treatment
1999001 TV 4 Visit 4 1 week after receipt of blinded treatment
1999001 TV 5 Visit 5 2 weeks after
receipt of blinded treatment
Completion of final disposition page
Creating Trial Visits (2)
• Planned schedule of Visits• Challenge is in defining start and end of a visit• ARM/ARMCD can be used if schedule varies by Arm
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
STUDYID DOMAIN USUBJID VISITNUM VISIT VISITDY SVSTDTC SVENDTC SVUPDES
1999001 SV 145-011 0 2003-04-01 2003-04-01
1999001 SV 145-011 1 2003-04-16 2003-04-16
1999001 SV 145-011 2 2003-05-01 2003-05-02
1999001 SV 145-011 4 2003-06-01 2003-06-01
1999001 SV 145-011 5 2003-06-16 2003-06-16
1999001 SV 145-011 5.1 2003-06-17 2003-06-17 Evaluate severe rash
Creating Subject Visits
Subject Visits comes from the data, rather than the Visit Start and End Rules.
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Trial Visits describes the planned Visits for each Arm, and any start and end rules.
Screen Run-In Drug A
Screen Run-In Drug B
Screening
Screen Run-In Placebo
Drug A
Drug B
Trial Arms describes the Elements in each Arm, their order and Epoch, and any branching or transition rules.
Screen Run-in Placebo
Drug A Drug B
Trial Elements describes the Elements and the rules for the start and end of each.
Placebo
Run-In TreatmentEpochs are described only in Trial Arms, and have no separate table.
Visit 1 Visit 2 Visit 3 Visit 4 Visit 5
Trial Arms and Elements Overview
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Screen Run-In Drug A
Screen Run-In Drug B
Screen Run-In Placebo
Drug A
Drug B
Placebo
STUDYID DOMAIN ARMCD ARM TAETORD ETCD TABRANCH EPOCH
1999001 TA P Placebo 1 SCRN Screen
1999001 TA P Placebo 2 RUNIN Randomized to Placebo
Run-In
1999001 TA P Placebo 3 PLAC Treatment
1999001 TA A Drug A 1 SCREEN Screen
1999001 TA A Drug A 2 RUNIN Randomized to Drug A
Run-In
1999001 TA A Drug A 3 DRUGA Treatment
1999001 TA A Drug B 1 SCREEN Screen
1999001 TA A Drug B 2 RUNIN Randomized to Drug B
Run-In
1999001 TA A Drug B 3 DRUGB Treatment
Creating Trial Arms (1)
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Creating Trial Arms (2)
• High level treatment plan• Composed of Elements from Trial Elements• Planned ARM values in DM correspond to
ARM values in Trial Arms• Names of ARM should reflect the protocol
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Creating Trial Elements (1)
• Usually the most challenging dataset• Not a duplication of EX (Exposure)• Start rules are the most important
– Subject data must exist to support the creation of these
– Start of next element defines end of previous
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Creating Trial Elements (2)
• Simple as possible• Screening Element – use date of informed
consent for Start Rule• First Treatment Element - date/time of the
first administration of that treatment.• End of the last Element usually coincides with
the date/time the subject completes the study• Use pseudocode to facilitate and ensure
creation of Subject Elements data
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Screen Run-in Placebo
Drug A Drug B
Trial Elements describes the Elements and the rules for the start and end of each.
STUDYID DOMAIN ETCD ELEMENT TESTRL TEENRL TEDUR
1999001 TE SCRN Screen Informed consent signed
Start of next element or date subject dropped
P2W
1999001 TE RUNIN Run-in First dose of run-in drug
Start of next element or date subject dropped
P1W
1999001 TE PLAC Placebo First dose of placebo
Start of next element or date subject dropped or completed
P2W
Creating Trial Elements (2)
Example pseudocode: DSSTDTC where DSDECOD = INFORMED CONSENT
Example pseudocode: EXSTDTC where EXTRT = RUN-IN DRUG
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
STUDYID DOMAIN USUBJID SESEQ ETCD ELEMENT SESTDTC SEENDTC SEUPDES
1999001 SE 145-011 1 SCRN Screen 2003-04-01 2003-04-15
1999001 SE 145-011 2 RUNIN Run-In 2003-04-15 2003-04-22
1999001 SE 145-011 3 PLAC Placebo 2003-04-22 2003-05-06
Creating Subject Elements (3)
DSSTDTC where DSDECOD = INFORMED CONSENT
EXSTDTC where EXTRT = RUN-IN DRUG
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
Trial Design Challenges
Retrospective creation can be difficult – Finding the information
• Protocol• CRFs• Actual Subject Data
– Inconsistency in information
– Authored by different people
– Interpretation
© 2010 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
© 2011 Octagon Research Solutions, Inc. All Rights Reserved. The contents of this document are confidential and proprietary to Octagon Research Solutions, Inc.
TDM Best Practices
• SIMPLE and informative• Create Trial Summary first to become familiar
with the Study• Use a Trial Design Template• Use Controlled Terminology