Development and
Validation of a
Screening Questionnaire
for
Psoriatic Arthritis
Dafna D. Gladman
1
, Catherine T. Schentag
1
, Brian
D. Tom
2
, Vinod Chandran
1
, Cheryl F. Rosen
1
Vernon T. Farewell
2
1
University of Toronto, Canada and
2
MRC Biostatistics Unit, Cambridge, UK
The CASPAR criteria for the
classification of PsA should be helpful in
diagnosing the disease
–
High sensitivity and specificity in early PsA
»
Chandran V, et al. Arthritis Rheum 2006:54(S9):S717
–
High sensitivity and specificity in family
medicine
»
Chandran V, et al Arthritis Rheum 2006:54: 4091
However, an assessment by a physician
to document inflammatory arthritis is
necessary
Toronto Psoriatic Arthritis Screening
questionnaire (ToPAS)
In certain clinical and
epidemiological settings it is
impossible to have all patients
reviewed by a physician
Therefore, a screening tool to
identify patients who may have PsA
is necessary
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
To develop and validate a
screening questionnaire to
identify patients with a high
likelihood of having PsA for use
in clinical settings and
epidemiological studies
Methods
Development of ToPAS
•
Review of symptoms and signs seen
among patients with PsA
•
Evaluation of the questionnaire by:
»
Patients with PsA
»
Patients attending a rheumatology clinic
»
Rheumatologists, dermatologists,
epidemiologists, scientists
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
The Psoriatic Arthritis Clinic, Centre for Prognosis Studies in The Rheumataic Diseases
Toronto Western Hospital, University Health Network, University of Toronto July 1999
Study # ____
Toronto Psoriatic Arthritis Screening Questionnaire
Date:_ _/_ _/_ _yr mo daPlease tick ( ) each correct response or fill in the blank for all questions on both sides of the page Date of Birth :_ _/_ _/_ _ Gender o Male Ethnic Background:
yr mo da o Female
Figure 1
Skin rash on the elbows Figure 2Pits in the nail
Figure 3
Lifting of the nail
O Yes O No ______ years old
4. Has a doctor ever diagnosed you with psoriasis?
If YES a. At approximately what age did you first notice this skin rash?
O Yes O No
3. Have you ever seen a doctor about a skin rash?
O Yes O No O Yes O No ______ years old O Yes O No
2. Have you ever noticed any of these changes in your fingernails
a. Pits in the nails as shown in figure 2
b. Lifting of the nail from the nail bed as shown in figure 3?
If YES a. At approximately what age did you first notice them? b. Do you have either of these nail changes now?
O Yes O No ______ years old O Yes O No
1a. Have you ever had a skin rash consisting of red AND silvery-white scaly areas particularly on the elbows, knees or scalp as shown in FIGURE 1?
If YES b. At approximately what age did you first notice this skin rash? c. Do you have this rash now?
O Yes O No ______ years old O Yes O No
9. Have you ever had a skin rash on any part of your body at the same time as joint pain, joint stiffness or swollen red joints?
If YES a. At approximately what age did you first notice this skin rash? b. Do you have this rash now?
O Yes O No O Yes O No O Yes O No
8. Have you ever had back pain lasting at least 3 months that was not injury related?
If YES a. Was the back pain accompanied by stiffness? b. Do you have any back pain now?
O Yes O No O O O O O O O
11. Have you ever been diagnosed with any form of arthritis other than psoriatic arthritis? Rheumatoid arthritis Osteoarthritis Lupus (SLE) Fibromyalgia Ankylosing spondylitis Scleroderrma Other O Yes O No ______ years old
12. Has a doctor ever diagnosed you with psoriatic arthritis?
If Yes a. At what age were your first diagnosed?
O Yes O No
10. Have your ever seen a doctor about any joint pain?
O Yes O No O Yes O No O Yes O No
7. Have you ever had neck pain lasting at least 3 months that was not injury related?
If YES a. Was the neck pain accompanied by stiffness? b. Do you have any neck pain now?
O Yes O No
6. Have you ever had a “sausage shaped” swollen finger or toe that was not the result of an injury?
O Yes O No ______ years old O Yes O No
5a. Have you ever had joint pain, joint stiffness or swollen red joints that was not the results of Injury?
If YES a. At approximately what age did you first notice these symptoms? b. Do you have any symptoms now?
Testing ToPAS
•
ToPAS was administered to
consecutive consenting patients
attending 5 different clinics:
1.
The University of Toronto PsA clinic
2.
A psoriasis phototherapy centre
3.
A general dermatology clinic
4.
A general rheumatology clinic (excluding
PsA patients)
5.
A family medicine clinic
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
Confirming the diagnosis of PsA
•
Patients who completed ToPAS were
assessed by a rheumatologist
»
Standard protocol
»
Complete history, physical examination, and where
appropriate, radiographic assessment.
•
Based on the protocol the rheumatologist
diagnosed a patient with PsA if they had an
inflammatory arthritis in the presence of
psoriasis
•
CASPAR criteria were applied
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
A three-step analysis strategy was adopted
1.
A stepwise logistic regression to identify a model with
the questions considered to be most important in
discriminating between those who were diagnosed
with PsA and those who were not
2.
A logistic model was fitted to three clinically relevant
domains for identifying PsA suggested from step 1:
the skin, joints, and nails
3.
A simple weighting of each of the domains used in
step 2 was considered.
»
ROC curves obtained at each step
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
178
135
118
123
134
Total
3 ( 1.7)
Family medicine
0 ( 0)
Rheumatology
2 ( 1.7)
Dermatology
39 (24.4)
Psoriasis clinic
134 (100)
PsA clinic
PsA Dx (%)
Group
Results
572.73 (469)
192.62
Residual variance (df)
AIC
<0.0001
0.060
0.051
<0.0001
0.001
<0.0001
0.060
0.001
0.002
1.08
0.54
0.43
0.54
0.94
0.40
0.41
0.70
0.43
-8.56
1.02
0.84
2.53
3.05
1.89
0.77
2.34
-1.36
Intercept
Skin rash
Pits
Diagnosed Ps
Joint pain
Sausage digit
Back pain
Seen MD
Other Dx
P value
Standard
error
Estimate
OToronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
0.0 0.2 0.4 0.6 0.8 1.0 0. 0 0. 2 0. 4 0. 6 0. 8 1. 0 1-Specificity S en si ti vi ty
Cut point 7.71
Sens: 94.2%
Spec: 91.5%
PV+: 81.6%
PV-: 97.5%
ROC Curve for initial logistic regression model
Pits in nails or Lifting of nail
(Yes or no: Yes =1, No = 0)
Nail Domain
Neck and back pain questions did not improve model (p = 0.46)
Joint pain + Sausage digit + Seen doctor
about joint pain
(Count of ‘yes’ answers: Range 0-3)
Joint Domain
Skin rash + Seen doctor about skin rash
+ Psoriasis Dx
(Count of ‘yes’ answers: Range 0-3)
Skin Domain
Definition
Variable
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
0.0 0.2 0.4 0.6 0.8 1.0 0. 0 0. 2 0. 4 0. 6 0. 8 1. 0 1-Specificity S en si tiv ity
Cut point 7.76
Sens: 90.3%
Spec: 90.5%
PV+: 78.9%
PV-: 96.2%
ROC Curve based on Domains
Simplified weighting based on
logistic regression
Joints = 2, Skin = 1, Nail = 1
Discriminatory score:
2x (Joint domain variable) +
1x (Skin domain variable) +
1x (Nail domain variable)
Toronto Psoriatic Arthritis Screening
Questionnaire (ToPAS)
0.0 0.2 0.4 0.6 0.8 1.0 0. 0 0. 2 0. 4 0. 6 0. 8 1. 0 1-Specificity S en si tiv ity