Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2016 May;66(646):e315-22.
doi: 10.3399/bjgp16X684961. Epub 2016 Apr 14.

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

Affiliations

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

Suzy V Hope et al. Br J Gen Pract. 2016 May.

Abstract

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.

Keywords: C-peptide; diabetes mellitus; general practice; insulin-treated diabetes; type 1/type 2 classification; type 1/type 2 diagnosis.

PubMed Disclaimer

Figures

Figure 1.
Figure 1.
UK Practical Classification Guidelines for Diabetes (extract showing algorithm of classification guidelines for type 1 and type 2 diabetes).
Figure 2.
Figure 2.
Classification of type of diabetes according to UK guidelines’ clinical criteria compared to ‘gold standard’ C-peptide-based criteria.
Figure 3.
Figure 3.
Proportion of patients classified as having type 1 or type 2 diabetes according to the UK guidelines.aAccording to C-peptide-derived gold standard definition. AD = age at diagnosis. TTI = time to insulin from diagnosis.
Figure 4.
Figure 4.
Receiver operating characteristic curve for discriminating between type 1 and type 2 diabetes (Based on the gold standard definition).

Similar articles

Cited by

References

    1. National Institute for Health and Care Excellence Diabetes in adults. 2011. NICE quality standard [QS6]. http://nice.org.uk/qs6 (accessed 1 Feb 2016).
    1. National Institute for Health and Care Excellence . Diagnosis and management of type 1 diabetes in children, young people and adults. London: NICE; 2004.
    1. National Institute for Health and Care Excellence . Type 2 diabetes: the management of type 2 diabetes. London: NICE; 2009.
    1. Royal College of General Practitioners. NHS Diabetes Coding, classification and diagnosis of diabetes A review of the coding, classification and diagnosis of diabetes in primary care in England with recommendations for improvement. 2011. http://www.sdrn.org.uk/sites/sdrn.org.uk/files/nhs%20diagnosis%20classif... (accessed 14 Mar 2016).
    1. Farmer A, Fox R. Diagnosis, classification, and treatment of diabetes. BMJ. 2011;342:d3319. - PubMed

LinkOut - more resources

  NODES
Association 2
INTERN 2
twitter 2