Functional-thermoregulatory model for the differential diagnosis of psoriatic arthritis

被引:8
|
作者
Ismail, Enas [1 ,2 ]
Capo, Alessandra [3 ]
Amerio, Paolo [3 ]
Merla, Arcangelo [1 ,2 ]
机构
[1] Univ G DAnnunzio, Dept Neurosci Imaging & Clin Sci, I-66013 Chieti, Italy
[2] ITAB Inst Adv Biomed Technol, I-66013 Chieti, Italy
[3] Univ G DAnnunzio, Dept Med & Aging Sci, I-66013 Chieti, Italy
关键词
Control system; Cutaneous temperature; Modeling; Psoriatic arthritis; Thermal infrared imaging; Isometric exercise; Multinomial logistic regression; TEMPERATURE; IDENTIFICATION; IMPAIRMENT; EXERCISE; DISEASE;
D O I
10.1186/1475-925X-13-162
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Introduction: Psoriasis arthritis (PsA) is a chronic inflammatory arthritis of joints of uncertain pathogenesis. PsA may lead to severe disabilities even in the absence of any clinical symptom. Therefore, PsA diagnosis in its early stages is critical. Material and methods: This study uses Control System theory to model finger skin thermoregulatory processes overlying the hand joint in response to an isometric exercise. The proposed model is based on a homeostatic negative feedback loop characterized by four distinct parameters that describe how the control mechanisms are activated and maintained. Thermal infrared imaging was used to record a total of 280 temperature curves of 14 finger joints for each of 11 PsA patients and 9 healthy controls. Result and conclusion: PsA patients presented delayed and prolonged re-warming processes characterized by the undershoot onset after the end of the isometric exercise followed by a faster temperature increase. Region classification on the basis of the model parameters demonstrated that the interphalageal joint region of thumb better discriminates between patients and controls, providing 100% true-positive discrimination for PsA affected regions and 88.89% of correct classification of healthy regions. Even proved over a limited number of subjects, the proposed method may provide useful hints for early differential diagnosis in the IR assessment of PsA disease.
引用
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页数:16
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