Serum fructosamine as a marker of 5-year risk of developing diabetes mellitus in patients exhibiting stress hyperglycaemia

Potential Markers of Dietary Glycemic Exposures for Sustained Dietary Interventions in Populations without Diabetes

There is considerable interest in dietary and other approaches to maintaining blood glucose concentrations within the normal range and minimizing exposure to postprandial hyperglycemic excursions. The accepted marker to evaluate the sustained maintenance of normal blood glucose concentrations is glycated hemoglobin A1c (HbA1c). However, although this is used in clinical practice to monitor glycemic control in patients with diabetes, it has a number of drawbacks as a marker of efficacy of dietary interventions that might beneficially affect glycemic control in people without diabetes. Other markers that reflect shorter-term glycemic exposures have been studied and proposed, but consensus on the use and relevance of these markers is lacking. We have carried out a systematic search for studies that have tested the responsiveness of 6 possible alternatives to HbA1c as markers of sustained variation in glycemic exposures and thus their potential applicability for use in dietary intervention trials in subjects without diabetes: 1,5-anhydroglucitol (1,5-AG), dicarbonyl stress, fructosamine, glycated albumin (GA), advanced glycated end products (AGEs), and metabolomic profiles. The results suggest that GA may be the most promising for this purpose, but values may be confounded by effects of fat mass. 1,5-AG and fructosamine are probably not sensitive enough to the range of variation in glycemic exposures observed in healthy individuals. Use of measures based on dicarbonyls, AGEs, or metabolomic profiles would require further research into possible specific molecular species of interest. At present, none of the markers considered here is sufficiently validated and sensitive for routine use in substantiating the effects of sustained variation in dietary glycemic exposures in people without diabetes.

Oxidized LDL and Fructosamine Associated with Severity of Coronary Artery Atherosclerosis in Insulin Resistant Pigs Fed a High Fat/High NaCl Diet

Background

Insulin-resistant subjects develop more severe and diffuse coronary artery atherosclerosis than insulin-sensitive controls but the mechanisms that mediate this atherosclerosis phenotype are unknown.

Research Objective

To determine the metabolic parameters that associate with the severity of coronary atherosclerosis in insulin resistant pigs fed a high fat/high NaCl diet.

Key Methods

The primary endpoint was severity of coronary atherosclerosis in adult pigs (Sus scrofa, n = 37) fed a high fat diet that also contained high NaCl (56% above recommended levels) for 1 year.

Principal Findings

Twenty pigs developed severe and diffuse distal coronary artery atherosclerosis (i.e., severe = intimal area as a percent medial area > 200% in at least 2 coronary artery cross sections and diffuse distal = intimal area as a percent medial area ≥ 150% over 3 sections separated by 2 cm in the distal half of the coronary artery). The other 17 pigs had substantially less coronary artery atherosclerosis. All 37 pigs had blood pressure in a range that would be considered hypertensive in humans and developed elevations in total and LDL and HDL cholesterol, weight gain, increased backfat, and increased insulin resistance (Bergman Si) without overt diabetes. Insulin resistance was not associated with atherosclerosis severity. Five additional pigs fed regular pig chow also developed increased insulin resistance but essentially no change in the other variables and little to no detectible coronary atherosclerosis. Most importantly, the 20 high fat/high NaCl diet -fed pigs with severe and diffuse distal coronary artery atherosclerosis had substantially greater increases (p< 0.05) in oxidized LDL (oxLDL) and fructosamine consistent with increased protein glycation.

Conclusion

In pigs fed a high fat/high NaCl diet, glycated proteins are induced in the absence of overt diabetes and this degree of increase is associated with the development of severe and diffuse distal coronary artery atherosclerosis.

Stress hyperglycaemia in hospitalised patients and their 3-year risk of diabetes: a Scottish retrospective cohort study

BACKGROUND

Hyperglycaemia during hospital admission is common in patients who are not known to have diabetes and is associated with adverse outcomes. The risk of subsequently developing type 2 diabetes, however, is not known. We linked a national database of hospital admissions with a national register of diabetes to describe the association between admission glucose and the risk of subsequently developing type 2 diabetes.

METHODS AND FINDINGS

In a retrospective cohort study, patients aged 30 years or older with an emergency admission to hospital between 2004 and 2008 were included. Prevalent and incident diabetes were identified through the Scottish Care Information (SCI)-Diabetes Collaboration national registry. Patients diagnosed prior to or up to 30 days after hospitalisation were defined as prevalent diabetes and were excluded. The predicted risk of developing incident type 2 diabetes during the 3 years following hospital discharge by admission glucose, age, and sex was obtained from logistic regression models. We performed separate analyses for patients aged 40 and older, and patients aged 30 to 39 years. Glucose was measured in 86,634 (71.0%) patients aged 40 and older on admission to hospital. The 3-year risk of developing type 2 diabetes was 2.3% (1,952/86,512) overall, was <1% for a glucose ≤ 5 mmol/l, and increased to approximately 15% at 15 mmol/l. The risks at 7 mmol/l and 11.1 mmol/l were 2.6% (95% CI 2.5-2.7) and 9.9% (95% CI 9.2-10.6), respectively, with one in four (21,828/86,512) and one in 40 (1,798/86,512) patients having glucose levels above each of these cut-points. For patients aged 30-39, the risks at 7 mmol/l and 11.1 mmol/l were 1.0% (95% CI 0.8-1.3) and 7.8% (95% CI 5.7-10.7), respectively, with one in eight (1,588/11,875) and one in 100 (120/11,875) having glucose levels above each of these cut-points. The risk of diabetes was also associated with age, sex, and socio-economic deprivation, but not with specialty (medical versus surgical), raised white cell count, or co-morbidity. Similar results were obtained for pre-specified sub-groups admitted with myocardial infarction, chronic obstructive pulmonary disease, and stroke. There were 25,193 deaths (85.8 per 1,000 person-years) over 297,122 person-years, of which 2,406 (8.1 per 1,000 person-years) were attributed to vascular disease. Patients with glucose levels of 11.1 to 15 mmol/l and >15 mmol/l had higher mortality than patients with a glucose of <6.1 mmol/l (hazard ratio 1.54; 95% CI 1.42-1.68 and 2.50; 95% CI 2.14-2.95, respectively) in models adjusting for age and sex. Limitations of our study include that we did not have data on ethnicity or body mass index, which may have improved prediction and the results have not been validated in non-white populations or populations outside of Scotland.

CONCLUSION

Plasma glucose measured during an emergency hospital admission predicts subsequent risk of developing type 2 diabetes. Mortality was also 1.5-fold higher in patients with elevated glucose levels. Our findings can be used to inform patients of their long-term risk of type 2 diabetes, and to target lifestyle advice to those patients at highest risk. Please see later in the article for the Editors' Summary.

Stress hyperglycemia and newly diagnosed diabetes in 2124 patients hospitalized with pneumonia

OBJECTIVE

Our goal was to determine the association between random admission hyperglycemia and new diagnosis of diabetes after discharge in patients hospitalized with pneumonia.

METHODS

Clinical data, including the Pneumonia Severity Index, were prospectively collected on all 2124 patients without diabetes admitted with pneumonia to 6 hospitals in Edmonton, Alberta, Canada. Admission glucose was classified as: normal (4.0-6.0 mmol/L, reference group) versus mild (6.1-7.7 mmol/L), moderate (7.8-11.0 mmol/L), and severe (11.1-20.0 mmol/L) stress hyperglycemia. New diagnosis of diabetes over 5 years was ascertained using well-validated criteria within linked administrative databases. Multivariable Cox models were used, and sensitivity, specificity, and likelihood ratios were calculated.

RESULTS

Mean age was 68 years; 1091 (51%) were male, and 1418 (67%) had stress hyperglycemia. Over 5 years, 194 (14%) with stress hyperglycemia were diagnosed with diabetes. Compared with the 45 of 706 (6%) incidences of diabetes in normal glycemia patients (4.0-6.0 mmol/L), a strong graded increase in risk of new diabetes existed with increasing hyperglycemia: mild (59 of 841 [7%]; adjusted hazard ratio [aHR] 1.09; 95% confidence interval [CI], 0.74-1.61) versus moderate (86 of 473 [18%]; aHR 2.99; 95% CI, 2.07-4.31) versus severe (49 of 104 [47%]; aHR 11.43; 95% CI, 7.50-17.42). Among moderate-to-severe hyperglycemia (≥7.8 mmol/L) patients, the sensitivity, specificity, and positive and negative likelihood ratios for new diabetes were 57%, 77%, 2.1, and 0.6, respectively, with a number-needed-to-evaluate of 5 to detect one new case of diabetes.

CONCLUSION

Moderate-to-severe random hyperglycemia in pneumonia patients admitted to the hospital is strongly associated with new diagnosis of diabetes. Opportunistic evaluation for diabetes may be warranted in this group.

Notification of random hyperglycaemia to general practitioners by an emergency medicine team: impact of a simple intervention plan

AIM

To determine whether general practitioners (GPs) were being appropriately notified of patients' elevated random glucose levels by emergency medicine (EM) staff, and to investigate whether two simple interventions improved the notification rate.

METHODS

Patients were included if their random venous plasma glucose (RVPG) at presentation to the Emergency Department (ED) was >or= 7.8 mmol/l and if they were discharged directly to their GP. Patients with known impaired glucose metabolism (IGM) were excluded. Patient discharge summaries were reviewed over a 5-month period before and a 5-week period after two simple interventions: first, a targeted educational session for EM staff and second, modifications to the automated message accompanying laboratory results.

RESULTS

Before intervention, the GPs of 120 out of 178 patients received no notification of an elevated RVPG compared with 23 of 62 patients after intervention (P < 0.00001). Notification met a predefined standard in 25 of 178 patients before, and 34 of 62 patients after intervention (P < 0.01).

CONCLUSIONS

EM staff education, together with an automated laboratory message, significantly improved the rate and quality of notification of elevated RVPG levels to GPs. These simple measures have the potential to hasten implementation of preventive and therapeutic measures in patients with IGM.

Effective prevention of diabetes mellitus: a motto for healthy habits--"none of one, less of two, more of three"

OBJECTIVE

To demonstrate the correlation of six healthy habits with plasma glucose.

METHODS

Our mnemonic or motto for promoting healthy habits is "none of one, less of two, more of three". The 'one' behavior is smoking. The two things are intake of food and alcohol. The three things are exercise, rest and enjoyable activities.

SUBJECTS

A questionnaire recording compliance with this motto was completed by 8,113 subjects undergoing medical health check-ups. Subjects under medication were excluded. Fasting plasma glucose was measured.

RESULTS

Fasting plasma glucose decreased significantly in relation to the number of healthy habits practiced (5.57 mmol/l for one, 5.51 for two, 5.49 for three, 5.41 for four, 5.38 for five, and 5.31 for six) .

CONCLUSION

Practicing these six healthy habits contributes to the prevention of diabetes mellitus.