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Definexmltable
Multipletrue
LevelDataset
PurposeAnalysis

Dataset Name

Dataset Description

Class of Dataset

Structure

Location

Keys

Documentation

ADSL

Subject-Level Analysis Dataset

SUBJECT LEVEL ANALYSIS DATASET

One record per subject

adsl.xptUSUBJIDADaMIG
ADCVNTPCardiac Ejection Fraction and NTproBNP Analysis Dataset

BASIC DATA STRUCTURE

One record per subject per analysis visit per parameteradcvntp.xptUSUBJID, AVISITN, PARAMN

Analysis Dataset

ADCVCMRCardiovascular CMR Ejection Fraction Analysis Dataset

BASIC DATA STRUCTURE

One record per subject per analysis visit per parameteradcvcmr.xptUSUBJID, AVISITN, PARAMN

Analysis Dataset

ADSL Analysis Dataset

This is a simplified example ADSL dataset; it is expected that additional variables for stratification or of interest for analysis would be included.

Definexmltable
DatasetADSL
LevelVariable
PurposeAnalysis
NameVariable

shown below is an abbreviated specification of ADSL for the example. As mentioned, only a few of the required variables are shown.

Variable NameVariable LabelTypeCodelist/Controlled Terms/FormatSourceDerivation/Comment
STUDYIDStudy IdentifierChar

DM.STUDYID


USUBJIDUnique Subject IdentifierChar

DM.USUBJID


BRTHDTDate of BirthNumdate9.

ADSL.BRTHDTC

Convert BRTHDTC from ISO 8601 format to numeric date. (Note that if exact date is not found then use two variables to capture year and month.)
TRTSDTDate of First Exposutre Exposure to Treatment.Numdate9.
Date portion of DM.RFSTDTC converted to numeric and displayed in a format such as DATE9.
TRT01P

Planned Treatment for Period 01

CharTreatment AADSL.TRT01PFor this example we are using "Treatment A". In a Real World Evidence study this could be non-treatment related, e.g. "Group A".

ITTFL

Intent-To-Treat Population Flag

Char

Y; N

ADSL.ITTFL

Derive the intent-to-treat population as per the protocol and SAP.
BSABASEBody Surface Area (m2) at BaselineNum
ADSL.BSABASE

Set to VS.VSSTRESN in ADSL where VS.VSTESTCD = "BSA" and selecting select for baseline visit.

ACEINHFL

ACE Inhibitor Medications Flag

Char

Y


Select a list of ACE inhibitor medications from concomitant medications (CM) domain, and from treatment (EX or EC) domains. Code 'Y' if the medication was taken during the study. Can be used to subset or to exclude the population who took ACE inhibitors.

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Example Analysis Results Metadata (ARM) Tables

For more details on ARM, see the ADaMIG and the Analysis Results Metadata (ARM) v1.0 for Define-XML v2.0 (https://www.cdisc.org/standards/foundational/adam).

Table 1

Display

Table 14.xx.xx Percent Change in Left Ventricular Ejection Fraction Over Time

Analysis ResultComparison of Percent Change of Ejection Fraction for the Treatment Groups Over Time (quarterly or yearly)
Analysis Variables(s)PCHG
Analysis ReasonPrimary efficacy endpoint as prespecified in the SAP
Analysis PurposePrimary outcome measure

Data References

(incl. selection criteria)

PARAMCD = "LVEFC"

Where ITTFL = "Y"

Documentation

 The mixed model using lsmeans to compare treatment groups

Programming Statements 

(Add programming language statements here: SAS, R, etc.)

PROC MIXED DATA=ADCVCMR;

CLASS STUYDID TRT01P AVISITN;

MODEL PCHG=AVISITN*TRT01P/Solution;

RANDOM INTERCEPT / SUBJECT=STUYDID TYPE=UN;

LSMEANS TRT01P*AVISITN/ CL PDIFF;

RUN;

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