T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications

被引:1
|
作者
Tran, Paul Minh Huy [1 ]
Kim, Eileen [1 ]
Tran, Lynn Kim Hoang [1 ]
Khaled, Bin Satter [1 ]
Hopkins, Diane [1 ]
Gardiner, Melissa [1 ]
Bryant, Jennifer [1 ]
Bernard, Risa [1 ]
Morgan, John [2 ]
Bode, Bruce [3 ]
Reed, John Chip [4 ]
She, Jin-Xiong [1 ,5 ]
Purohit, Sharad [1 ,5 ,6 ]
机构
[1] Augusta Univ, Ctr Biotechnol & Genom Med, 1120 15th Str, Augusta, GA 30912 USA
[2] Augusta Univ, Med Coll Georgia, Dept Neurol, 1120 15th Str, Augusta, GA 30912 USA
[3] Atlanta Diabet Associates, Atlanta, GA 30318 USA
[4] Southeastern Endocrine & Diabet, Atlanta, GA 30076 USA
[5] Augusta Univ, Dept Obstet & Gynecol, 1120 15th Str, Augusta, GA 30912 USA
[6] Augusta Univ, Dept Undergrad Hlth Profess, 1120 15th Str, Augusta, GA 30912 USA
关键词
type; 1; diabetes; complications; peripheral and autonomic neuropathy; retinopathy; nephropathy; risk prediction; clinical calculator; POSITION STATEMENT; NEUROPATHY; TRIAL/EPIDEMIOLOGY; INTERVENTIONS; EPIDEMIOLOGY; PREVENTION; MANAGEMENT; MORTALITY; MODELS; TRENDS;
D O I
10.3390/ijerph182111094
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Development of complications in type 1 diabetes patients can be reduced by modifying risk factors. We used a cross-sectional cohort of 1646 patients diagnosed with type 1 diabetes (T1D) to develop a clinical risk score for diabetic peripheral neuropathy (DPN), autonomic neuropathy (AN), retinopathy (DR), and nephropathy (DN). Of these patients, 199 (12.1%) had DPN, 63 (3.8%) had AN, 244 (14.9%) had DR, and 88 (5.4%) had DN. We selected five variables to include in each of the four microvascular complications risk models: age, age of T1D diagnosis, duration of T1D, and average systolic blood pressure and HbA1C over the last three clinic visits. These variables were selected for their strong evidence of association with diabetic complications in the literature and because they are modifiable risk factors. We found the optimism-corrected R2 and Harrell's C statistic were 0.39 and 0.87 for DPN, 0.24 and 0.86 for AN, 0.49 and 0.91 for DR, and 0.22 and 0.83 for DN, respectively. This tool was built to help inform patients of their current risk of microvascular complications and to motivate patients to control their HbA1c and systolic blood pressure in order to reduce their risk of these complications.
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页数:12
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