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. 2017 Oct 20;7:13721. doi: 10.1038/s41598-017-14172-8

Table 2.

Proportion of patients who are misclassified when laboratory testing for diabetes is repeated (World Health Organisation criteria).

Tests True classification Classification after repeated tests Without bias (%) With positive bias (%) With negative bias (%)
Fasting Plasma Glucose Biological variation: 5.7% Analytical variation: 2.5% Normal (<6.1 mmol/L) Normal 96.8 87.1 99.5
Impaired 3.2 12.6 0.5
Diabetes 0 0.3 0
Impaired (6.1–6.9 mmol/L) Normal 27.2 6.3 59.7
Impaired 63 57.6 38.8
Diabetes 9.8 36.1 1.5
Diabetes (≥7 mmol/L) Normal 0.3 0 2
Impaired 10.2 2.4 22.2
Diabetes 89.5 97.6 75.8
OGTT Biological variation: 16.7% Analytical variation: 2.5% Normal (<7.8 mmol/L) Normal 91.5 85.5 95.4
Impaired 8.5 14.4 4.6
Diabetes 0 0.1 0
Impaired (7.8–11.0 mmol/L) Normal 26.9 17.4 37.8
Impaired 61.7 62.7 56.1
Diabetes 11.4 19.9 6.1
Diabetes (≥11.1 mmol/L) Normal 1 0.5 1.8
Impaired 15.9 10.3 22.1
Diabetes 83.1 89.2 76.1
HbA1c Biological variation: 1.8% Analytical variation: 2% Normal (<6%) Normal 93.2 80.6 99.1
Pre-diabetes 6.8 19.3 0.9
Diabetes 0 0.1 0
Pre-diabetes (6–6.4%) Normal 23.4 6.9 56.7
Pre-diabetes 70.3 73.6 42.5
Diabetes 6.3 19.6 0.8
Diabetes (≥6.5%) Normal 0 0 0.5
Pre-diabetes 10.3 3 24.6
Diabetes 89.7 97 74.9
HbA1c Biological variation: 1.8% Analytical variation: 3.5% Normal (<6%) Normal 89.2 77.3 97
Pre-diabetes 10.7 22 3
Diabetes 0.1 0.7 0
Pre-diabetes (6–6.4%) Normal 28.8 13.4 54.7
Pre-diabetes 60 61.5 42.4
Diabetes 11.2 25.1 2.9
Diabetes (≥6.5%) Normal 0.4 0.1 2.1
Pre-diabetes 12.5 5.8 22.9
Diabetes 87.1 94.1 75

A between-laboratory positive bias of +7% and +2.5% were introduced for the fasting plasma glucose/oral glucose tolerance test, and HbA1c, respectively. A between-laboratory negative bias of −6% and −3% were introduced for the fasting plasma glucose/oral glucose tolerance test, and HbA1c, respectively.