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Clinical Trials and Safety Data –Different View of the same
Reality
Uwe Trinks, Ph.D.PRISM Forum, San Diego
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Clinical Data Management vs. Clinical Safety
Goal: Profile Drug for Use Longitudinal Data Collection Patient and Visit driven Large Part of Analysis after
LPLV Mostly placebo-controlled,
blinded Combined with other studies
and analyzed No expedited reporting No annual reporting
Data reported at the end of product development in a CTD as CDISC SDTM dataset
Goal: Prevent Harm Situative Data Collection Event driven Immediate Follow up and Analysis Mostly unblinded data
Expedited Reporting Annual Reporting Reporting to Ethics Committees
and Investigators Reports on paper or as ICH
E2BM dataset
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Efficacy vs. Safety
Efficacy Safety
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Looking for the Outlayer
Come on! It can‘t go
wrong every time...
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Technical Hurdles
6
A Study
Patient Recruitment
Randomization
Visits
FPFV LPLV
Data
Data Cleaning, QC, Data Management
Un
blin
din
gD
ata
Cle
an
ing
Re
con
ciliatio
n
DBLock
Da
ta P
oo
ling
An
alysis
Do
cum
en
tatio
n
SAE SAE SAE SAE SAE
Re
concilia
tion
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The old clinical trials paradigm
SafetyCTS
CTMS
Reconciliation
Study SitesCRF SAE
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The brave new world of EDC
EDC
SafetyCTS
EDCEDCEDCEDCEDC
CTMS
Study Sites
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Patient View vs. Event View
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SDTM Clinical Domains by Class
Interventions Events
ConMeds
Exposure AE
MedHist
Disposition
Findings
ECGPhysExam
Labs
Vitals
Demog
Other
SubjChar
Subst Use
InclExcl
RELREC
Supp Qual
Trial DesignQS
Comments
Other
Domains most relevant to safety review
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ICH ICSR DTD-XML
Message Header M.1. Message Identifier
Type, Format, Version, Number, Sender ID, Receiver ID, Date Case Admin Data
A.1. Identification of the case safety report A.2. Primary source(s) of information A.3. Information on the sender and receiver of the case
safety report Case Information
B.1. Patient Characteristics B.2. Reaction(s)/Event(s) B.3. Results of tests and procedures relevant to the
investigation B.4. Drug(s) information B.5. Narrative Case Summary and further information
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SDTM Clinical Domains by Class
Interventions Events
ConMeds
Exposure AE
MedHist
Disposition
Findings
ECGPhysExam
Labs
Vitals
Demog
Other
SubjChar
Subst Use
InclExcl
RELREC
Supp Qual
Trial DesignQS
Comments
Other
Domains most relevant to safety review
B1B2B3
B3
B4
B4 B4
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What suits one system might not suit the next...
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ArgusInterchange
SAE form
The ideal Process
Inform
Trigger
ArgusSafety
E2BPlus file
QueryDictionaries
CodelistsStudies
DiffReport
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The real Problems
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The Problem
Trigger Points EDC data collection is continuous
Study Sites update information almost daily Mostly without thinking about SAE Most prominent updates: Death Dates
Safety Collection is a “Snapshot” What fields and when should trigger a follow up Avoid having up to 40 FU reports Which labs and vital signs to transfer? Update of non-significant information?
Feedback Loop EDC System must mark transferred data as such Requires redesign of SAE form and SAE process Requires standardization of certain form design elements
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The Problem
CDISC SDTM to E2BM Conversion difficult Field inconsistencies
Need to create a mapping routine (ETL tool) Easier to create the E2B file directly
E2B Intake Incomplete E2B form
Requires separate profile and DTD Need E2B difference report Harmonize Configuration
Need to be able to automatically find Study Information in Argus
Population of Suspect Drug etc. from Safety System not from EDC System
Requires quick configuration of Studies
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Coding
Medical Semantics Vary widely Are usually not harmonized
between Safety and Clinical Coding in Safety is
Real-time Most current MedDRA version Important for Reporting
Coding in Clinical is Harmonized at the end Used only for Analysis
Two Possibilities Harmonize Coding Strategies or Only transport Verbatim
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Major Changes in Inform
Standardized SAE form Zero deviation allowed Additional fields for
Lab Data Vital Signs Event Assessments Dechallenge/Rechallenge
Selection Tables for Data that are uploaded by relevance Concomitant medications Medical History Vital Signs Patient Demographics Treatments
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Major Changes in Inform
Pop ups in other Inform Sections “Is this an SAE/Update to SAE?” Need to be “cloned” for EVERY database Death Date
Cause of Death Relatedness -> Update SAE form
Other Seriousness Criteria Change in Relatedness Change in Drug Exposure
Dechallenge/Rechallenge Pregnancy
System Down: Fax to Safety, but enter into EDC System
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Major Changes in Inform
Standardized SAE Query form Assure that answers end up in SAE form Lab Data Integration difficult
Standardized and harmonized Codelists Biggest source of errors Need full alignment of CRF writers Can probably build an E2B check into Inform
Trigger Mechanism Difficult balance between
Regulatory Requirements Operational Efficiency
Basic rule: No more than one FU per day Scheduled upload of non significant information
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Major Changes in Argus
Study Information Needs to be configured before FPFV Needs to be harmonized with Clinical
E2B Import Module Needs to be configured for partial E2B files Added non E2B fields
Sequence numbers Event Assessments
Configure for Always Accept Configure to not overwrite certain fields (e.g unblinded product
information) Configure not to upload certain events (e.g entry criteria)
No changes to Argus SAEs Except Narrative and Unblinding All Changes/Queries through EDC System
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Communication
Most difficult task Lots of Clinical and IT lingo
needs to be translated into Safety Lingo
Lots of Safety lingo needs to be translated into Clinical and IT Lingo
Very few people are bi- or tri-lingual
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E2B Transport
Non native DTD Partial E2B form
Header of non-standard format No study product information Only Study # information No Narrative Information
Added fields Sequence numbers Event Assessments/Causality Non overwrite information
No real acknowledgement Send Argus Case number back to Inform for sequencing
and FU
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The good news
It works very well at some companies GSK
Technical problems are mostly solvable It saves time and money once it works
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The bad news
It takes an effort to harmonize things SAE forms Codelists Dictionaries and Coding Conventions
It takes a while to train people Safety to use Inform for Queries and Updates Investigators to “think safety”
It requires adherence to agreed standards The “extra codelist item” will break the process Safety has to conform with not updating data in Argus
Savings will happen late in the process Once the majority of the studies is in Inform and using the
standard SAE process Can’t change studies midway
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Don’t forget