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Maybe disturbance in physiological mechanisms regulating blood glucose is risk factor for cardiovascular death
EDITOR In the non-diabetic population, glycated haemoglobin principally
reflects the fasting blood glucose concentration, which has been shown
by several groups to predict morbidity and mortality. One of these
groups, the DECODE (diabetes epidemiology: collaborative analysis of
diagnostic criteria in Europe) Study Group, also measured the blood
glucose concentration two hours after a load and found that
fasting concentrations were not additionally predictive within two
hour blood glucose categories.2
In a cross sectional study with carotid intima media thickness as a
marker of atherosclerosis, blood glucose concentrations after a load
(in particular the two hour value) and incremental values (that is,
above fasting) were more strongly related to intima media thickness
than were fasting glucose or glycated haemoglobin concentrations.3 Furthermore, in a population based study
in Italy instability of fasting blood glucose concentrations over the
years of observation was an independent predictor of cardiovascular mortality.4
Clearly there are several possible interpretations of these findings.
One is that it is not glycaemia itself that is the risk factor but the
disturbance(s) in the physiological mechanisms that regulate the blood
glucose concentration. This explanation would agree with the
disappointing results of hypoglycaemic treatment in type 2 diabetes,
commented on by Barrett-Connor and Wingard.5
Khaw et al contribute to the substantial literature showing an
association between measures of glycaemia and subsequent morbidity and
mortality.1 They suggest that "preventive efforts need
to consider not just those with established diabetes but whether it is
possible to reduce the population distribution of HbA1c
[glycated haemoglobin]." This implies that the determinant is the
degree of hyperglycaemia.
45 Bishopsthorpe Road, London SE26 4PA
| 1. |
Khaw KT, Wareham N, Luben R, Bingham S, Oakes S, Welch A, et al.
Glycated haemoglobin, diabetes, and mortality in men in Norfolk cohort of European prospective investigation of cancer and nutrition (EPIC-Norfolk).
BMJ
2001;
322:
15-18 |
| 2. | DECODE Study Group. Glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. Lancet 1999; 354: 617-621[CrossRef][Medline]. |
| 3. |
Temelkova-Kurktschiev TS, Koehler C, Henkel E, Leonhardt W, Fuecker K, Hanefeld M.
Postchallenge plasma glucose and glycemic spikes are more strongly associated with atherosclerosis than fasting glucose or HbAlc level.
Diabetes Care
2000;
23:
1830-1834 |
| 4. |
Muggeo M, Verlato G, Boncra E, Zoppini G, Corbellini M, de Marco R.
Long-term instability of fasting plasma glucose, a novel predictor of cardiovascular mortality in elderly patients with non-insulin-dependent diabetes mellitus: the Verona diabetes study.
Circulation
1997;
96:
1750-1754 |
| 5. |
Barrett-Connor E, Wingard DL.
"Normal" blood glucose and coronary risk.
BMJ
2001;
322:
5-6 |
Analytical information is required for generalisation of data
EDITOR Professional organisations throughout the United Kingdom agree that
percentage glycated haemoglobin concentration should be harmonised in
relation to a common standard2 and that, in the absence of
a primary calibrant, this standard should be that used in the diabetes
control and complications trial.3 Without this information, the results of the present study cannot be compared against others; it is inappropriate to discuss "a threshold commonly accepted for diagnosis of diabetes."
With an ion exchange method (HA-8140, Menarini Diagnostics) widely used
in Europe the upper limit of the reference range observed in
non-diabetic subjects has been reported as
5.1%4 The suggestion that a large percentage of the cohort might have
abnormal glycaemic control would not be surprising: Harris et al, for
example, showed that 27.1% and 42.9% of the male population of the
United States aged 55-64 and 65-74 respectively had either impaired
glucose tolerance or diabetes.5 The present data could therefore be explained on the basis that many patients with impaired glucose tolerance were included in the upper two thirds of the non-diabetic population and that these patients have an increased rate
of cardiovascular disease.
The authors should be encouraged to provide at least a non-diabetic
reference range for their assay and preferably some data relating their
results to a method aligned to the diabetes control and complications
trial. This study can then be compared with other work in this area.
Finally, the authors state that "HbA1c [glycated
haemoglobin] may provide a practical screening tool for diabetes or
impaired glucose tolerance." Although this statement could be true,
the authors do not provide any evidence to support it. The World Health Organization has categorically stated that glycated haemoglobin concentration should not be used to establish the diagnosis of diabetes, and this has been reiterated by Diabetes UK.
Authors' reply
EDITOR Most of the excess events associated with raised glycated haemoglobin
concentrations occurred at values below those that would be used to
define diabetes. Indeed, in the diabetes control and complications
trial there was no glycaemic threshold for the development of long term
complications; as the glycated haemoglobin concentration was reduced
below 8% there were continuing relative reductions in the risk of
complications such as microalbuminuria and retinopathy.1 In the United Kingdom prospective diabetes study, strict control of
blood glucose reduced microvascular complications significantly by
25%, but the study had inadequate power to detect a smaller difference
(10%) in mortality related to diabetes.2
In response to Lamb, we would point out that full details of the
assays, though omitted from our paper in the printed journal, are given
in the longer version of the paper on the BMJ website (www.bmj.com/cgi/content/full/322/7277/15). As stated in that longer
paper, the glycated haemoglobin measurements were made in a single
laboratory using high performance liquid chromatography on a Biorad
Diomat. This is a diabetes control and complications trial standardised method.
The World Health Organization and Diabetes UK may well have
categorically stated that glycated haemoglobin should not be used to
establish the diagnosis of diabetes. We would hope, though, that such
consensus statements are based on evidence rather than opinion and may
be reconsidered in the light of new evidence from studies such as ours
about the nature of the relation between glycated haemoglobin
concentration and risk of future events.
Of course we accept that there may be other reasons not to use
measurements of glycated haemoglobin, such as the problems of
standardisation between methods and the limited availability of the
test in less developed parts of the world. However, both these
technical issues could be rectified. There are no fundamental obstacles to using glycated haemoglobin concentration as a
predictor of macrovascular complications and risk of death associated
with hyperglycaemia.
Medicine is now using diagnostic criteria rather than reference
ranges
EDITOR This rule is true for many variables, from height and weight to
glycated haemoglobin concentration. It is true for population samples
and for very healthy subjects.3 For most diseases the shape of the curve describing incidence against the variable is individual to that disease. For example, the curve of cancer mortality versus blood cholesterol concentration is different from that of
cardiovascular mortality versus blood cholesterol
concentration.4 Every curve can be explained if we try
hard enough.
Medicine is drifting from using reference ranges to using diagnostic
criteria. This means that the diagnostic threshold is based not on the
distribution of values in healthy subjects but on the trade-off between
getting false negative and false positive results.5
Current diagnostic criteria for diabetes trade off the probability of
complications. Already there is a tendency for people with blood
glucose concentrations in the normal range (but with impaired
tolerance) to receive interventions; now comes the proposal to involve
the whole population.
The situation is similar for the diagnosis of obesity: interventions
are now given to people with a body weight indicating not obesity but
overweight, and the population is under pressure to reduce weight. Khaw
et al are wrong in stating that "it is uncertain whether the relation
between blood glucose concentration and . . . diseases
has a threshold or is a continuum." A threshold makes for a
simplified decision rule; a blurred border between healthy subjects and
people who are sick or at risk makes simple explanation hard, but it is reality.
Medicine is historically limited to more or less definite groups of
people (those who are "diseased"). The alternative is a
medicalisation of traits, habits, and risks. This expansion to the
whole population arises because only a small proportion of subjects at
risk is in the group above the diagnostic threshold; it is a simple
consequence of the low effectiveness of the diagnosis. Indiscriminate
interventions are usually inefficient.
Analytical information is required before data can be
generalised. Khaw et al's data suggesting that the relation between cardiovascular disease and glycaemia is a continuum extending throughout the non-diabetic population are fascinating.1
Unfortunately, as the paper stands, the results are not generalisable
since neither the methodology for assessing glycated haemoglobin nor
calibration data have been included.
equivalent to 5.9% after standardisation as in
the diabetes control and complications trial. If either of these cut
off values was applicable to the present study a large (although vastly
different) number of subjects in the study could not be considered to
have normal glycaemic control. This could be explicable in terms of the
age range of the cohort (45-79 years) and the association of increased
age and decreased glucose tolerance.5
East Kent Hospitals NHS Trust, Kent and Canterbury Hospitals,
Canterbury CT1 3NG edmund.lamb{at}kch-tr.sthames.nhs.uk
1.
Khaw KT, Wareham N, Luben R, Bingham S, Oakes S, Welch A, et al.
Glycated haemoglobin, diabetes, and mortality in men in Norfolk cohort of European prospective investigation of cancer and nutrition (EPIC-Norfolk).
BMJ
2001;
322:
15-18. (6 January.)
2.
Marshall SM, Barth JH.
Standardization of HbA1c measurements
a consensus statement.
Diabetic Med
2000;
17:
5-6[CrossRef][Medline].
3.
Diabetes Control and Complications Trial Research Group.
The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus.
N Engl J Med
1993;
329:
977-986 4.
John WG, Braconnier F, Miedema K, Aulesa C, Piras G.
Evaluation of the Menarini-Arkray HA 8140 hemoglobin A1c analyzer.
Clin Chem
1997;
43:
968-975 5.
Harris MI, Hadden WC, Knowler WC, Bennett PH.
Prevalence of diabetes and impaired glucose tolerance and plasma glucose levels in US population aged 20-74 yr.
Diabetes
1987;
36:
523-534[Abstract].
Jarrett suggests that it is not glycaemia itself that is a risk
factor but disturbances in the physiological mechanisms that regulate
the blood glucose concentration. The point of our analysis was to
examine the predictive value of glycated haemoglobin measures for the
risk of death and the shape of the risk curve. In this cohort, glycated
haemoglobin predicted risk of death continuously across the whole
population distribution.
kk101{at}medschl.cam.ac.uk
Nick Wareham
Institute of Public Health, University of Cambridge,
Addenbrooke's Hospital, Cambridge CB2 2QQ
1.
Diabetes Control and Complications Trial Research Group.
The absence of a glycemic threshold for the development of long-term complications: the perspective of the diabetes control and complications trial.
Diabetes
1996;
45:
1289-1298[Abstract].
2.
UK Prospective Diabetes Study Group.
Intensive blood glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33).
Lancet
1998;
352:
837-853[CrossRef][Medline].
Khaw et al's study showed that glycated haemoglobin
concentration is associated with mortality in men without
diabetes.1 It is another illustration of the general rule
for a continuous variable: subjects with characteristics outside the
normal range have an increased incidence of acute and chronic
conditions and higher mortality, and subjects with normal
characteristics do not have equal mortality
in most cases the lowest
mortality is not close to mean values.2
Saratov State Medical University, PO Box 1528, Saratov, 410601 Russia vvvla{at}sgu.ru
1.
Khaw KT, Wareham N, Luben R, Bingham S, Oakes S, Welch A, et al.
Glycated haemoglobin, diabetes, and mortality in men in Norfolk cohort of European prospective investigation of cancer and nutrition (EPIC-Norfolk).
BMJ
2001;
322:
15-18. (6 January.)
2.
Vlassov VV.
Reaction of the organism to external stimuli: general patterns of reaction's development and related methodological problems of research.
Irkutsk: Irkutsk University, 1994:343. (In Russian.)
3.
Vlassov VV.
Age changes of the haemoglobin and erythrocyte concentrations in pilots.
Aviakosmich Ecologich Med
1992;
4:
19-23. (In Russian.)
4.
Schuit AJ, Van Dijk CEMJ, Dekker JM, Schouten EG, Kok FJ.
Inverse association between serum total cholesterol and cancer mortality in Dutch civil servants.
Am J Epidemiol
1993;
137:
966-976 5.
Remein QR, Wilkerson HL.
The efficiency of screening tests for diabetes.
J Chronic Dis
1961;
13:
6-21.
© BMJ 2001
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