DEFINITION OF IMPROVEMENT IN JA
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PRELIMINARY DEFINITION OF IMPROVEMENT IN
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Objective. To identify a core set of outcome
variables for the assessment of children with juvenile
arthritis (JA), to use the core set to develop a
definition of improvement to determine whether
individual patients demonstrate clinically important
improvement, and to promote this definition as a
single efficacy measure in JA clinical trials by the
kappa statistic.
Methods. A core set of outcome variables
wasestablished using a combination of statistical and
consensus formation techniques. Variables in the core
set consisted of 1) physician global assessment of
disease activity; 2) parent/patient assessment of overall
well-being; 3) functional ability; 4) number of joints
with active arthritis; 5) number of joints with limited
range of motion; and 6) erythrocyte sedimentation
rate. To establish a definition of improvement using
this core set, 21 pediatric rheumatologists from 14
countries met, and, using consensus formation
techniques, scored each of 72 patient profiles as
improved or not improved. Using the physicians'
consensus as the gold standard, the chi-square,
sensitivity, and specificity were calculated for each of
240 possible definitions of improve____________
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ment. Definitions with sensitivity or specificity of
<80% were eliminated. The ability of the
remaining definitions to discriminate between the
effects of active agent and those of placebo, using
actual trial data, was then observed. Each
definition was also ranked for face validity, and
the sum of the ranks was then multiplied
Results. The definition of improvement
with the highest final score was as follows: at least
30% improvement from baseline in 3 of any 6
variables in the core set, with no more than 1 of
the remaining variables worsening by >30%. The
second highest scoring definition was closely
related to the first; the third highest was similar to
the Paulus criteria used in adult rheumatoid
arthritis trials, except with different variables.
Thisindicates convergent validity of the process
used.
Conclusion. We propose a definition of
improvement for JA. Use of a uniform definition
will help standardize the conduct and reporting of
clinical trials, and should help practitioners decide
if a child with JA has responded adequately to
therapy. We are in the process of prospectively
validating this definition and several others that
scored highly.
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Creation of Advisory Council and
preliminary survey questionnaire
about useful end points.
16 ”candidate”
variables identified
of the literature and
Research
to determine the
databases
performance
characteristics of the
16 candidate
variables.
Florida conference of Advisory
Council. Presentation of data,
nominal group
technique to identify
preliminary
core set of endpoints.
Outcome Variables
Core Set of
assessment of
1. MD Global
overall disease
activity
2. Parent or patient global
assessment
of overall well-being
3. Functional
ability
4. No. of joints
with active arthritis
5. No. of joints with limited range
of motion
6. ESR Larger, international survey on the
core set and its use n=140
Development of definitions of
improvement for testing, using
survey results as a guide
International Consensus
Conference on Defining
Improvement in Juvenile Arthritis,
Pavia, Italy May 1996
Testing of definitions of
improvement for sensitivity,
specificity, false positive rates, and
face validity.
Identification of the definition of
improvement with the best
performance characteristics
At least 30% improvement in at
least 3 of the 6 core set variables
with no more than 1 remaining
variable worsening by >30%
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2. Using the physicians' consensus judgment as the
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false-negative rates, chi-square, sensitivity, and specificity for
each definition of improvement. :H HYDOXDWHG WKH DELOLW\ RI
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3.Observe the ability of the remaining definitions of
improvement to discriminate between active agent and
placebo using existing trial data. 7KLV SKDVH RI WKH H[HUFLVH
ZDVYHU\OLPLWHGLQVFRSHEHFDXVHSODFHERFRQWUROOHGFOLQLFDO
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QRW DOO RI WKH FRUH VHW YDULDEOHV KDG EHHQ PHDVXUHG 7KRVH
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DVVHVVHG DQG WKDW FRUUHODWH ZLWK FRUH VHW YDULDEOHV DV
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Using nominal group technique, decide upon
which of the remaining definitions of improvement is easiest
to use and most credible (highest face validity). 7KHDWWHQGHHV
ZHUH DJDLQ VSOLW LQWR JURXSV DQG XVLQJ QRPLQDO JURXS
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Multiply the face validity score by the kappa
values to obtain the "best" definition. :H XVHG WKH NDSSD
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RESULTS
Results of scoring the patient profiles. 7KH
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Identification
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9
definitions
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improvement as the best performers. 1LQHRIWKH
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Face validity of the 9 definitions of
improvement, and final resolution. $IWHUSUHVHQWDWLRQ
RI WKH DERYH GDWD WKH DWWHQGHHV XVLQJ QRPLQDO JURXS
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DEFINITION OF IMPROVEMENT IN JA
Table 2. )LQDOUHVXOWVIRUWKHEHVWGHILQLWLRQVRILPSURYHPHQW
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Discriminant validity of the 9 definitions
of improvement. $V GLVFXVVHG DERYH RXU DELOLW\ WR
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RILPSURYHPHQWZDVFRPSURPLVHGGXHWRWKHODFNRI
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07;WUHDWHGSDWLHQWVZKRLPSURYHGZDVKLJKUDQJH
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REFERENCES
*LDQQLQL (+ %UHZHU (- 3RRU FRUUHODWLRQ EHWZHHQ WKH
HU\WKURF\WH VHGLPHQWDWLRQ UDWH DQG FOLQLFDO DFWLYLW\ LQMXYHQLOH
UKHXPDWRLGDUWKULWLV&OLQ5KHXPDWRO
5XSHUWR1*LDQQLQL(+5HGXQGDQF\RIFRQYHQWLRQDODUWLFXODU
UHVSRQVH YDULDEOHV XVHG LQ MXYHQLOH FKURQLF DUWKULWLV FOLQLFDO
WULDOV$QQ5KHXP'LV
3. Giannini EH, Stillman CM, Brewer EJ: Measuring grip strength
inchildren with the Martin Vigorimeter and adapted sphygmomanometer cuff. Occup Ther J Res 4:234-236, 1984
4. Anderson JJ, Felson DT, Meenan RE, Williams HJ: Which
traditional measures should be used in rheumatoid arthritis clinical trials? Arthritis Rheum 32:1093-1099, 1989
5. Felson DT, Anderson JJ, Meenan RF: Time for changes in the
design, analysis, and reporting of rheumatoid arthritis trials.
Arthritis Rheum 33:140-149, 1990
6. Felson DT: Choosing a core set of disease activity measures for
rheumatoid arthritis clinical trials. J Rheumatol 20:531-534, 199
7. Giannini EH, Lovell DJ, Hepburn B: FDA draft guidelines for the
3 clinical evaluation of antiinflammatory and antirheumatic drugs
in children: executive summary. Arthritis Rheum 38:715-718, 1995
8. Felson DT, Anderson JJ, Boers M, Bombardier C, Chernoff M,
Fried B, Furst D, Goldsmith C, Kieszak S, Lightfoot R, Paulus H,
Tugwell P, Weinblatt M Widmark R, Williams HJ, Wolfe F: The
American College of Rheumatology preliminary core set of disease activity measures for rheumatoid arthritis clinical trials.
Arthritis Rheum 36:729-740, 1993
9. Felson DT, Anderson JJ, Boers M, Bombardier C, Furst D,
Goldsmith C, Katz LM, Lightfoot R Jr, Paulus H, Strand V,
Tugwell P, Weinblatt M, Williams HJ, Wolfe F, Meszak S:
American College of Rheumatology preliminary definition of
improvement in rheumatoid arthritis. Arthritis Rheum 38:727-735,
1995
10. Fried BJ, Boers M, Baker PRA: A method for achieving
consensus on rheumatoid arthritis outcome measures: the
OMERACT conference process. J Rheumatol 20:548-551, 1993
11. Boers M, Tugwell P, Felson DT, van Riel PLCM, Kirwan JR,
Edmonds JP, Smolen JS, Khaltaev N, Muirden KD: World Health
Organization and International League of Associations for Rheumatology core endpoints for symptom modifying antirheumatic
drugs in rheumatoid arthritis clinical trials. J Rheumatol 21 (suppl
41):86-89, 1994
12.Giannini EH, Cassidy JT, Brewer EJ, Shaikov A, Maximov A,
Kuzmina N: Comparative efficacy and safety of advanced drug
therapy in children with juvenile rheumatoid arthritis. Semin
Arthritis Rheum 23:34-46 1993
13.Delbecq AL, van de Ven AH, Gustafson DH: Group Techniques
for Program Planning: A Guide to Nominal Group and Delphi
Processes. Glenview, IL, Scott, Foresman and Co., 1975
14. Brewer EJ Jr, Bass J Baum J, Cassidy JT Fink C, Jacobs J, Hanson
V, Levinson JE, Schaller J, Stillman JS: Current proposed revision
of JRA criteria. Arthritis Rheum 20:195-199, 1977
15. Cassidy JT, Levinson JE, Bass JC, Baum J, Brewer EJ Jr, Fink
CW, Hanson V, Jacobs JC, Masi AT, Schaller JG, Fries JF,
McShane D, Young D: A study of classification criteria for a
diagnosis of juvenile rheumatoid arthritis. Arthritis Rheum 29:
274-281, 1986
16. Ruperto N, Levinson JE, Ravelli A, Shear ES, Tague BL, Murray
K, Martini A, Giannini EH: Long-term health outcomes and
quality of life in American and Italian inception cohorts of patients
with juvenile rheumatoid arthritis. I. Outcome status. J
Rheumatol24:945-951, 1997
17. Ruperto N, Ravelli A, Levinson JE, Shear ES, Murray K, Tague
BL, Martini A, Glass DN, Giannini EH: Long-term health out
comes and quality of life in American and Italian inception
cohorts of patients with juvenile rheumatoid arthritis. II. Early
predictors of outcome. J Rheumatol 24:952-958, 1997
18. Ravelli A, Viola S, Ruperto N, Corsi B, Ballardini G, Martini A:
Correlation between conventional disease activity measures in
juvenile chronic arthritis. Ann Rheum Dis (in press)
19. Howe S, Levinson J, Shear E, Hartner S, McGirr G, Schulte M,
Lovell D: Development of a disability measurement tool for
juvenile rheumatoid arthritis: the Juvenile Arthritis Functional
Assessment Report for children and their parents. Arthritis Rheum
34:873-880, 1991
20. Giannini EH, Brewer EJ, Kuzmina N, Shaikov A, Maximov A,
Vorontsov 1, Fink CW, Newman AJ, Cassidy JT, Zemel LS, for
the
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