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Published byJunior Bates Modified over 6 years ago
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Using logistic Regression to build a better Model of Dupuytren’s contracture recurrence
Brian Cohen, PhD Directors, Biometrics ACI Clinical JSM 2018, Vancouver, British Columbia July 31, 2018 JSM, 2018
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Hindocha et al (2006) Reviewed records of 322 Dupuytren’s patients 4 years after fasciectomy. Overall recurrence rate of 43.8% Looked at 17 risk factors of recurrence Factor Overall Rate Recur Rate OR P-value Garrod’s pad 12.7% 63.4% 2.50 0.006 Smoking 63.3% 39.5% 0.62 0.02 Alcohol Use 19.4% 55.6% 1.80 Male 80.9% 46.1% 1.72 0.04 Age of onset < 50 yrs. 47.5% 48.7% 1.47 0.05 Bilateral Disease 69.4% 46.7% 1.48 0.07 Alcohol Use= male:28 units per week, female: 21 units per week JSM, 2018
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Hindocha Diathesis Findings
Diathesis Factors: Gender, Bilateral Disease, Garrod Pads, Age of onset < 50 yrs., Family History JSM, 2018
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Xiaflex Recurrence Study (2015)
Prospectively followed 643 Dupuytren’s patients for 5 years after Xiaflex Injection Overall recurrence rate of 48.6% Looked at 24 risk factors of recurrence Factor Overall Rate Recur Rate OR P-value Bilateral Disease 37.3% 62.3% 2.403 <0.001 TCI > 110 at Baseline 49.1% 59.4% 2.331 Family History 43.5% 55.6% 1.622 0.003 Alcohol Use 81.0% 50.9% 1.596 0.02 Age < 65 52.3% 53.0% 1.435 Epilepsy 2.3% 80.0% 4.345 Hand Trauma 19.9% 57.0% 1.521 0.04 Weight (< median) 48.8% 52.7% 1.373 0.05 Prior Surgery 38.1% 53.5% 1.364 0.06 High Alcohol Consumption 27.7% 54.5% 1.380 0.07 TCI = Total Contracture Index (sum of all baseline contractures), Weight median split based on gender, high alcohol consumption = male:14 units per week, female: 10 units per week JSM, 2018
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Xiaflex Diathesis Findings
New Model: Disease Severity (TCI ≥ 110), Current Age < 65 yrs., Alcohol consumption, Light weight, Family History JSM, 2018
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