Practical Classification Guidelines for Diabetes in patients treated with insulin: a cross-sectional study of the accuracy of diabetes diagnosis

被引:57
作者
Hope, Suzy V. [1 ]
Wienand-Barnett, Sophie [2 ]
Shepherd, Maggie [2 ]
King, Sophie M. [2 ]
Fox, Charles [9 ]
Khunti, Kamlesh [10 ,11 ]
Oram, Richard A. [3 ]
Knight, Bea A. [2 ]
Hattersley, Andrew T. [2 ,4 ]
Jones, Angus G. [5 ,6 ]
Shields, Beverley M. [7 ,8 ]
机构
[1] Univ Exeter, Sch Med, Geriatr & Gen Internal Med, Barrack Rd, Exeter EX2 5DW, Devon, England
[2] Univ Exeter, Sch Med, RILD Room 03-11,Barrack Rd, Exeter EX2 5DW, Devon, England
[3] Univ Exeter, Sch Med, Renal Med, Barrack Rd, Exeter EX2 5DW, Devon, England
[4] Univ Exeter, Sch Med, Mol Med, Barrack Rd, Exeter EX2 5DW, Devon, England
[5] Univ Exeter, Sch Med, Endocrine & Diabet, Barrack Rd, Exeter EX2 5DW, Devon, England
[6] Univ Exeter, Sch Med, Gen Internal Med, Barrack Rd, Exeter EX2 5DW, Devon, England
[7] Univ Exeter, Sch Med, Med Stat, Barrack Rd, Exeter EX2 5DW, Devon, England
[8] Royal Devon & Exeter NHS Fdn Trust, Exeter NIHR Clin Res Facil, RILD Room 03-11,Barrack Rd, Exeter EX2 5DW, Devon, England
[9] Northampton Gen Hosp, Res & Dev Unit, Northampton, England
[10] Univ Leicester, Coll Med Biol Sci & Psychol, Diabet Res Ctr, Primary Care Diabet & Vasc Med, Leicester, Leics, England
[11] Leicester Gen Hosp, Air Wing, Leicester Diabet Ctr, Gwendolen Rd, Leicester LE5 4PW, Leics, England
基金
美国国家卫生研究院;
关键词
diabetes mellitus; C-peptide; general practice; insulin-treated diabetes; type; 1/type; 2; classification; diagnosis; GLUTAMIC-ACID DECARBOXYLASE; C-PEPTIDE; MELLITUS; ANTIBODIES; ADULTS; VALIDATION; ONSET; RATIO;
D O I
10.3399/bjgp16X684961
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background Differentiating between type 1 and type 2 diabetes is fundamental to ensuring appropriate management of patients, but can be challenging, especially when treating with insulin. The 2010 UK Practical Classification Guidelines for Diabetes were developed to help make the differentiation. Aim To assess diagnostic accuracy of the UK guidelines against 'gold standard' definitions of type 1 and type 2 diabetes based on measured C-peptide levels. Design and setting In total, 601 adults with insulin-treated diabetes and diabetes duration >= 5 years were recruited in Devon, Northamptonshire, and Leicestershire. Method Baseline information and home urine sample were collected. Urinary C-peptide creatinine ratio (UCPCR) measures endogenous insulin production. Gold standard type 1 diabetes was defined as continuous insulin treatment within 3 years of diagnosis and absolute insulin deficiency (UCPCR<0.2 nmol/mmol >= 5 years post-diagnosis); all others classed as having type 2 diabetes. Diagnostic performance of the clinical criteria was assessed and other criteria explored using receiver operating characteristic (ROC) curves. Results UK guidelines correctly classified 86% of participants. Most misclassifications occurred in patients classed as having type 1 diabetes who had significant endogenous insulin levels (57 out of 601; 9%); most in those diagnosed >= 35 years and treated with insulin from diagnosis, where 37 out of 66 (56%) were misclassified. Time to insulin and age at diagnosis performed best in predicting long-term endogenous insulin production (ROC AUC = 0.904 and 0.871); BMI was a less strong predictor of diabetes type (AUC = 0.824). Conclusion Current UK guidelines provide a pragmatic clinical approach to classification reflecting long-term endogenous insulin production; caution is needed in older patients commencing insulin from diagnosis, where misclassification rates are increased.
引用
收藏
页码:E315 / E322
页数:8
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