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Long-term Patency of Primary Arterial Repair and the Modified Cold Intolerance Symptom Severity Questionnaire.

ABSTRACT: BACKGROUND:The goal of this study was to assess the long-term arterial patency of repaired arteries in the upper extremity and any morbidity resulting from the subsequent occlusion of these vessels. Concurrently, a new questionnaire, the modified Cold Intolerance Symptom Severity (mod CISS) questionnaire, was developed to allow for better assessment of cold intolerance. METHODS:Thirteen patients who had undergone repair of the radial (4 patients), ulnar (6 patients), brachial (1 patient), digital (1), and an undefined lower arm artery (1) were examined using questionnaires, physical examination, and high-resolution ultrasound. RESULTS:Outcome measures that were statistically significantly worse in the group of patients who presented with nerve injuries included cold intolerance symptoms, Disabilities of the Arm, Shoulder, and Hand score, Michigan Hand Questionnaire, and grip strength (middle setting on dynamometer). The results from the mod CISS correlated with high statistical significance with the results of the CISS score for the injured hand. Of note, wrist extension was significantly better with patent arteries. CONCLUSIONS:Sixty-seven percent of arterial repairs remained patent at 6 years (mean) follow-up. The presence of nerve injury has a higher impact on the outcome metrics assessed in this study than arterial patency. Our modification of the CISS score enhances its utility as a survey of cold intolerance.

SUBMITTER: Lannau B

PROVIDER: S-EPMC4727703 | biostudies-literature | 2015 Nov

REPOSITORIES: biostudies-literature

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Long-term Patency of Primary Arterial Repair and the Modified Cold Intolerance Symptom Severity Questionnaire.

Lannau Bernd B Bliley Jacqueline J James Isaac B IB Wang Sheri S Sivak Wesley W Kim Kang K Fowler John J Spiess Alexander M AM

Plastic and reconstructive surgery. Global open 20151101 11

<h4>Background</h4>The goal of this study was to assess the long-term arterial patency of repaired arteries in the upper extremity and any morbidity resulting from the subsequent occlusion of these vessels. Concurrently, a new questionnaire, the modified Cold Intolerance Symptom Severity (mod CISS) questionnaire, was developed to allow for better assessment of cold intolerance.<h4>Methods</h4>Thirteen patients who had undergone repair of the radial (4 patients), ulnar (6 patients), brachial (1 p ...[more]

PMID: 26893976

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Project description:BACKGROUND:Peripheral arterial disease (PAD) involves arterial blockages in the body, except those serving the heart and brain. We explore the relationship of functional limitation and PAD symptoms obtained from a quality-of-life questionnaire about the severity of the disease. We used a supervised artificial intelligence-based method of data analyses known as machine learning (ML) to demonstrate a nonlinear relationship between symptoms and functional limitation amongst patients with and without PAD. OBJECTIVES:This paper will demonstrate the use of machine learning to explore the relationship between functional limitation and symptom severity to PAD severity. METHODS:We performed supervised machine learning and graphical analysis, analyzing 703 patients from an administrative database with data comprising the toe-brachial index (TBI), baseline demographics and symptom score(s) derived from a modified vascular quality-of-life questionnaire, calf circumference in centimeters and a six-minute walk (distance in meters). RESULTS:Graphical analysis upon categorizing patients into critical limb ischemia (CLI), severe PAD, moderate PAD and no PAD demonstrated a decrease in walking distance as symptoms worsened and the relationship appeared nonlinear. A supervised ML ensemble (random forest, neural network, generalized linear model) found symptom score, calf circumference (cm), age in years, and six-minute walk (distance in meters) to be important variables to predict PAD. Graphical analysis of a six-minute walk distance against each of the other variables categorized by PAD status showed nonlinear relationships. For low symptom scores, a six-minute walk test (6MWT) demonstrated high specificity for PAD. CONCLUSIONS:PAD patients with the greatest functional limitation may sometimes be asymptomatic. Patients without PAD show no relationship between functional limitation and symptoms. Machine learning allows exploration of nonlinear relationships. A simple linear model alone would have overlooked or considered such a nonlinear relationship unimportant.

Dataset Information

Long-term Patency of Primary Arterial Repair and the Modified Cold Intolerance Symptom Severity Questionnaire.

Publications

Long-term Patency of Primary Arterial Repair and the Modified Cold Intolerance Symptom Severity Questionnaire.

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