Abstract
A FEASIBILITY STUDY ON A NOVEL COMBINED THERMAL IMAGING AND CLINICAL JOINT ASSESSMENT APPROACH USING ULTRASOUND DETECTED JOINT INFLAMMATION OUTCOMES IN RHEUMATOID ARTHRITIS
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Background: Thermal imaging (TI) is a portable, low cost imaging tool with high feasibility for use. Clinical joint assessment.
Is routinely performed in rheumatoid arthritis (RA) patient care.
Objectives: To assess a combined TI and clinical joint assessment (CTCA) approach in comparison with TI alone using ultrasound (US) detected joint inflammation outcomes as a gold standard.
Methods: Bilateral (BL) hand and wrist (22 joint sites) were assessed in this cross-sectional study. For TI (performed in a draft free room with a controlled temperature of around 22°C), the adjusted maximum (Tmax), minimum (Tmin) and average (Tavg) temperatures were derived by subtracting a control temperature (lowest Tmin at the joints per subject) from the Tmax, Tmin and Tavg per joint. US power Doppler (PD) and greyscale (GS) joint inflammation were graded semi-quantitatively (0-3) using validated scoring methods. Joint swelling and tenderness were graded as yes = 1 or no = 0. To increase the relative weightage of CTCA-MAX, CTCA-MIN and CTCA-AVG on the CTCA scores, if the joint was swollen and/or tender, the adjusted Tmax, Tmin and Tavg at each joint were multiplied by a factor of 2; otherwise, they remained unchanged. Receiver operating characteristic (ROC) analysis assessed the performance of TI and CTCA in identifying joints with US PD score > 1 and GS score > 1. A parameter was selected as a univariate predictor if statistically significant (P < 0.05) with area under the ROC curve (AUC) ≥ 0.70.
Results: This study included 814 joints from 37 RA patients (mean disease duration, 30.9 months; mean DAS28, 4.43). For both TI and CTCA, out of the 22 joints sites, 3 joint sites were evaluated for PD score > 1 and 14 joint sites for GS score > 1; the remaining joint sites had AUC results unavailable due to small number of outcomes. For TI (
Table 1
), 3 joint sites had ≥ 1 predictive parameter for either PD score > 1 and/or GS score > 1 as follows: left (L) wrist and right (R) MCPJ 1, AUCs (0.813 to 0.897) for PD score > 1; L wrist and R MCPJs 1 and 3, AUCs (0.808 to 0.947) for GS score > 1. For CTCA (
Table 1
), 6 joint sites had ≥ 1 predictive parameter for either PD score > 1 and/or GS score > 1 as follows: BL wrists, AUCs (0.726 to 0.899) for PD score > 1; BL wrists, MCPJs 2 and 3, AUCs (0.739 to 0.931) for GS score > 1.
Table 1.
Identifying joints with ultrasound PD score >1 & GS score >1
Thermal Imaging alone
CTCA
Joint
UScriterion
Parameter (AUC ≥ 0.7& P <0.05)
AUC(95% CI)
Cut-off
Joint
UScriterion
Parameter (AUC ≥ 0.7& P <0.05)
AUC (95% CI)
Cut-off
L
R
L
R
L
PD score >1
Adjusted Tmax
**0.841 (0.691, 0.992)
4.7
L & R
PD score >1
CTCA-MAX
**0.899 (0.797, 1)
**0.776 (0.578, .973)
9.4
7.3
Wrist
Adjusted Tmin
**0.813 (0.669, 0.958)
2.85
Wrist
CTCA-MIN
**0.861 (0.735, 0.987)
*0.726
5.7
4.45
(0.526, 0.926)
Adjusted Tavg
**0.849 (0.714, 0.985)
3.9
CTCA-AVG
**0.889 (0.781, 0.997)
*0.761
7.3
5.95
(0.563, 0.959)
GS score >1
Adjusted Tmax
**0.827 (0.687, 0.966)
4.7
GS score >1
CTCA-MAX
**0.918 (0.833, 1)
**0.813
8
7.3
(0.632, 0.994)
Adjusted Tmin
**0.808 (0.67, 0.947)
2.85
CTCA-MIN
**0.873 (0.761, 0.986)
**0.766
4.4
4.45
(0.581, 0.951)
Adjusted Tavg
**0.837 (0.707, 0.967)
3.9
CTCA-AVG
**0.913
**0.802
5.5
5.95
(0.824, 1)
(0.62, 0.985)
R
PD score >1
Adjusted Tmax
*0.897 (0.726, 1)
5.7
L & R
GS score >1
CTCA-MAX
-
*0.758
-
9.8
(0.494, 1)
MCPJ 1
MCPJ 2
GS score >1
Adjusted Tmax
*0.936 (0.813, 1)
7.2
CTCA-MIN
*0.902
*0.739
2.75
3.9
(0.775, 1)
(0.443, 1)
Adjusted Tmin
*0.932 (0.793, 1)
3.95
CTCA-AVG
*0.931
**0.763
4.7
5.5
(0.835, 1)
(0.474, 1)
Adjusted Tavg
*0.947 (0.868, 1)
4.9
L & R
GS score >1
CTCA-MAX
*0.914
*0.873
6.35
12.2
(0.735, 1)
(0.617, 1)
R
GS score >1
Adjusted Tmax
*0.922 (0.76, 1)
4.6
MCPJ 3
CTCA-MIN
-
*0.902
-
3.15
(0.75, 1)
MCPJ 3
CTCA-AVG
-
*0.902
-
4.1
(0.728, 1)
Corresponding P-value: statistically significance at *P <0.05, **P<0.01.
Conclusion: A novel CTCA approach helps discriminate the severity of US detected joint inflammation in RA at more joint sites when compared to TI alone; this includes the commonly affected BL wrists, MCPJs 2 and 3. Further validation work in a larger RA cohort will be required.
Disclosure of Interests: None declared
Citation: , volume 81, supplement 1, year 2022, page 1770Session: Diagnostics and imaging procedures
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