Risk of cardiovascular disease and all cause mortality amongpatients with type 2 diabetes prescribed oral antidiabetesdrugs: retrospective cohort study using UK general practiceresearch database
Ioanna Tzoulaki, lecturer,1 Mariam Molokhia, senior lecturer,2 Vasa Curcin, research associate,3 Mark P Little,reader,1 Christopher J Millett, senior lecturer in public health,4 Anthea Ng, research associate,4 Robert IHughes, research associate,5 Kamlesh Khunti, professor,6 Martin R Wilkins, professor,5 Azeem Majeed,professor,4 Paul Elliott, professor1,7
although this requires replication in other studies, it may
Objective To investigate the risk of incident myocardial
have implications for prescribing within this class of
infarction, congestive heart failure, and all cause
mortality associated with prescription of oral antidiabetes
More than 180 million people worldwide have type 2
Setting UK general practice research database,
diabetes, a disease associated with at least double the
risk of death, mainly from cardiovascular disease.1
Participants 91 521 people with diabetes.
Oral antidiabetes drugs are commonly used to improve
Main outcome measures Incident myocardial infarction,
glycaemic control, but there are concerns that some
congestive heart failure, and all cause mortality. Person
may increase the risk of cardiovascular events.2-11 Thia-
time intervals for drug treatment were categorised by drug
zolidinediones, for example, were initially approved as
class, excluding non-drug intervals and intervals for
glucose lowering agents with a beneficial effect on insu-
lin sensitivity and a potential beneficial effect on risk of
Results 3588 incident cases of myocardial infarction,
cardiovascular disease. The initial enthusiasm for this
6900 of congestive heart failure, and 18 548 deaths
class of drugs was, however, soon tempered by the
occurred. Compared with metformin, monotherapy with
observation in several clinical trials that rosiglitazone
first or second generation sulphonylureas was associated
and pioglitazone were associated with an increased inci-
with a significant 24% to 61% excess risk for all cause
dence of congestive heart failure, resulting in a black
Cite this as: BMJ 2009;339:b4731doi:10.1136/bmj.b4731
mortality (P<0.001) and second generation
box warning against the use of these drugs in patients
sulphonylureas with an 18% to 30% excess risk for
with pre-existing congestive heart failure.2 A meta-ana-
congestive heart failure (P=0.01 and P<0.001). The
lysis of data from clinical trials then found an increased
thiazolidinediones were not associated with risk of
risk of myocardial infarction and death from cardio-
myocardial infarction; pioglitazone was associated with a
vascular causes in relation to use of rosiglitazone,
significant 31% to 39% lower risk of all cause mortality
although a further meta-analysis and other studies failed
(P=0.02 to P<0.001) compared with metformin. Among the
to replicate this result.3-5 The mortality associated with
thiazolidinediones, rosiglitazone was associated with a
these drugs and their net benefit on cardiovascular
34% to 41% higher risk of all cause mortality (P=0.14 to
events is still highly debated. This debate is set against
P=0.01) compared with pioglitazone. A large number of
a background of uncertainty about the cardiovascular
potential confounders were accounted for in the study;
safety of another class of oral antidiabetes drugs—sul-
however, the possibility of residual confounding or
phonylureas—with some studies suggesting an adverse
confounding by indication (differences in prognostic
factors between drug groups) cannot be excluded.
Given the common and increasing use of anti-
Conclusions Our findings suggest a relatively
diabetes drugs, it is essential to determine their relative
unfavourable risk profile of sulphonylureas compared
benefits and disadvantages to cardiovascular health.
with metformin for all outcomes examined. Pioglitazone
Analyses of observational data examining risks asso-
was associated with reduced all cause mortality
ciated with use of antidiabetes drugs among patients
compared with metformin. Pioglitazone also had a
attending general practice are limited,13-16 but such
favourable risk profile compared with rosiglitazone;
“phase IV” studies are an important additional step in
drug surveillance.17 Phase III randomised controlled
untreated patients, without prescriptions for anti-
trials are often too small and of too short a duration to
diabetes treatment, from further analyses.
detect small or cumulative adverse effects and arenecessarily prescriptive in their choice of patients for
entry into trials. In contrast, surveillance data through
We used an interval of drug treatment as the unit of
general practice are able to capture information on
observation, defined as the period from onset of a
drugs and events routinely on a wide range of patients
drug treatment to onset of the next drug treatment, or
as they present for clinical care. This is an important
until censored or until occurrence of the event of inter-
strength that cannot be captured in other ways.
est. For example, a patient prescribed monotherapy
We investigated the risk of myocardial infarction,
with sulphonylureas at entry to the cohort then pre-
congestive heart failure, and all cause mortality asso-
scribed a combination of sulphonylurea and metfor-
ciated with prescription of different classes of oral anti-
min and remaining on that combination therapy until
diabetes drugs among men and women with diabetes
a myocardial infarction occurred, or until censored,
included in the general practice research database in
was considered to have contributed a total of two inter-
the United Kingdom. A previous analysis of the data-
vals. Similarly, if a patient was prescribed monother-
base based on a much smaller patient population
apy with sulphonylureas at entry to the cohort and then
focused on risk of congestive heart failure among
continued taking sulphonylurea but was also pre-
users of older oral antidiabetes drugs and insulin.16
scribed aspirin, a new drug interval was calculated. In
We aimed to expand these data by studying a much
total there were 2 843 007 intervals of oral antidiabetes
larger patient population (n=91 521) and a range of
treatments among 91 521 patients with diabetes. We
cardiovascular and other outcomes, and to examine
excluded periods when patients received insulin ther-
the risks associated with the thiazolidinediones rosigli-
apy, and events throughout these periods.
We used Cox regression stratified by age at diagno-
sis (quartiles) and calendar year of prescription to
account for secular trends in events under study. Alter-native models stratifying by either age at diagnosis
The general practice research database comprises clin-
(continuous) or duration of diabetes or adjusting for
ical and prescribing data from anonymised patient
age at diagnosis (continuous) resulted in similar risk
based clinical records of about five million people.17 18
estimates. Censoring was at the end of each period of
We obtained data on patients aged 35-90 years with an
constant prescription (or the end of the study). As met-
episode of care between 1 January 1990 and 31 Decem-
formin is advocated as first line pharmacotherapy for
ber 2005 and a diagnostic (Read) code associated with
type 2 diabetes we compared the risk associated with
a clinical or referral event for diabetes. We excluded
each drug or drug class with that of metformin
those records with multiple or missing date of death
monotherapy.21 22 We also compared risks among the
thiazolidinediones. Analyses were further adjusted,sequentially, for sex and duration of diabetes (model
1); plus previous complications from diabetes, pre-
Primary events were first occurrence of incident myo-
vious peripheral artery disease, previous cardio-
cardial infarction, congestive heart failure, and all cause
vascular disease, and coprescribed drugs (model 2);
mortality. Events were identified by Read codes (see
plus body mass index, cholesterol concentration, sys-
web extra appendix tables 1-3). Validation studies
tolic blood pressure, HbA1c level, creatinine concen-
within the general practice research database have con-
tration, albumin concentration, and smoking status
firmed about 83-90% of diagnoses for myocardial
(model 3). Covariates were reascertained at the onset
infarction and congestive heart failure.1619 We included
of each interval except for sex and smoking, which
fractures (non-hip) as a positive control because of the
were ascertained only at baseline. Data on model 2
known association between thiazolidinedione use and
were missing for 503 to 169 103 intervals. For model
risk of fractures.20 We identified oral antidiabetes treat-
3 we included the first non-missing measurement dur-
ments of individual patients from prescription records:
ing the prescription interval. If this was not available,
rosiglitazone monotherapy, rosiglitazone combination
we used the most recent preceding measurement if
therapy (with other antidiabetes drugs), pioglitazone
available, dating back to baseline (909 367 to 948 800
monotherapy, pioglitazone combination therapy, met-
intervals). Overall, 28 812 patients had missing values
formin monotherapy, monotherapy with first genera-
of at least one covariate used in model 3 and therefore
tion sulphonylureas (acetohexamide, chlorpropamide,
tolbutamide, or tolazamide), monotherapy with second
Sensitivity analyses included an analysis of prescrip-
generation sulphonylureas (glipizide, gliquidone, gli-
tions for second generation sulphonylureas only (a simi-
mepiride, glibenclamide, or gliclazide), other oral anti-
lar analysis was not feasible for first generation
diabetes drugs (for example, acarbose, nateglinide,
sulphonylureas owing to small numbers), adjustment
repaglinide), and combination therapies excluding thia-
for cumulative past prescriptions of antidiabetes drugs
zolidinediones and insulin. As the pioglitazone mono-
prescribed from the start of the study period until the
therapy group was small, we analysed it jointly with the
beginning of each drug interval, only drug prescriptions
after introduction of thiazolidinediones (≥2000) into the
market, patients aged more than 65 or 65 or less at pre-
table 1). Table 1 shows the patients’ characteristics
scription for oral antidiabetes drug, sex specific ana-
lyses, and subgroup analyses by thirds of duration ofdiabetes before drug treatment. To explore possible
interactions we fitted interaction terms (model 2) sepa-
First and second generation sulphonylureas were asso-
rately for each drug or drug class by age (>65 or ≤65),
ciated with a significant excess risk of a first episode of
sex, aspirin use, and statin or fibrate use.
myocardial infarction compared with metformin
Statistical analysis was done by IT and MPL using
monotherapy in models 1 and 2: the adjusted hazard
SAS v9.0 and SPSS v15.0. A two sided P value of
ratio ranged from 1.37 (95% confidence interval 1.15
0.05 was used to denote significance. We found no evi-
to 1.62) to 1.27 (1.07 to 1.50) for first generation sul-
dence for violation of the proportional hazard assump-
phonylureas and from 1.31 (1.21 to 1.43) to 1.25 (1.15
tion, assessed by testing for a non-zero slope of the
to 1.36) for second generation sulphonylureas (table 2,
scaled Schoenfeld residuals on functions of time.
figure). The excess risk associated with sulphonylureaswas observed for all subclasses of second generation
drugs (see web extra appendix table 4). In the fully
The mean (SD) age of the 91 521 people receiving oral
adjusted model (model 3), based on 30% of intervals,
antidiabetes agents was 65.0 (11.9) years. The median
point estimates for risk of myocardial infarction for
follow-up period was 24 days (interquartile range
both first and second generation drug groups were
13-42 days) per interval and the mean follow-up per
still above 1, although these hazard ratios were no
individual was 7.1 years. During the study period
longer statistically significant. (In evaluating the effects
there were 3588 first events of myocardial infarction,
of additional adjustment for confounders in model 3
6900 first events of congestive heart failure, 18 548
compared with models 1 and 2, the much reduced sam-
deaths, and 2123 fractures. Among all drug treatments,
ple size consequent on use of model 3 should be con-
metformin monotherapy was most commonly pre-
sidered in interpreting these non-significant results).
scribed (74.5% of patients), followed by monotherapy
Rosiglitazone, either alone or in combination,
with second generation sulphonylureas (63.5%;
showed no significant association with incidence of
Table 1 | Characteristics of drug treatment intervals at onset of each interval. Values are means (standard deviations) unless stated otherwise
Duration of diabetes at prescription (years)
ACE inhibitors or angiotensin II receptor
ACE=angiotensin converting enzyme; NSAIDS=non-steroidal anti-inflammatory drugs.
adjusted model 3 (table 2 and figure). When compared
with pioglitazone (either monotherapy or in combina-
tion with other oral antidiabetes drugs) rosiglitazone
was associated with 34% (model 1) to 14% (model 3)non-significant higher risks of myocardial infarction
(figure, and see web extra appendix figures 1a and2a). Other drugs and combination therapies excluding
thiazolidinediones were associated with an excess risk
of myocardial infarction compared with metformin,
although this was not the case in the fully adjustedmodel 3 (table 2 and figure, and see web extra appen-
Congestive heart failureCompared with metformin monotherapy, first genera-tion sulphonylureas were associated with a significant
excess risk of a first episode of congestive heart failure
in models 1 and 2; hazard ratios ranged from 1.29 (1.17
to 1.44) to 1.46 (1.32 to 1.63; table 3 and figure). In the
fully adjusted model 3, however, associations becamenon-significant, possibly reflecting the reduced sample
size and small numbers of events in this analysis. Sec-
ond generation sulphonylureas were associated with a
significant excess risk of congestive heart failure in all
models, with hazard ratios ranging from 1.18 (1.04 to1.34) in model 3 to 1.30 (1.22 to 1.38) in model 1. The
subclasses of second generation sulphonylureas wereassociated with an excess risk of congestive heart fail-
ure in most analyses (see web extra appendix tables 4-
6). Individuals prescribed rosiglitazone combination
therapy had a significant excess risk of developing con-
gestive heart failure compared with those prescribed
metformin monotherapy in models 1 and 2; hazard
ratios ranged from 1.27 (1.06 to 1.53) in model 2 to
1.31 (1.09 to 1.58) in model 1 (table 3 and figure).
The association, however, lost statistical significance
in the fully adjusted model 3. Pioglitazone monother-
apy or combination therapy was associated with a non-
Risk of myocardial infarction, congestive heart failure, and all
significant excess risk of heart failure, ranging from
cause mortality for different comparisons of drug groups.
1.17 (0.77 to 1.77) in model 3 to 1.18 (0.88 to 1.57) in
Analysis is stratified by year of prescription and quartiles of
age at treatment, and adjusted for sex, duration of diabetes,previous peripheral arterial disease, previous cardiovascular
disease, aspirin, statin or fibrate, diuretics, calcium channel
Sulphonylureas, either first or second generation, were
blockers, spironolactone, β adrenergic antagonists,angiotensin converting enzyme inhibitors or angiotensin II
associated with an increased risk of mortality compared
receptor blockers, nitrates, steroids, non-steroidal anti-
with metformin alone in all models examined. Hazard
inflammatory drugs, digoxin, and any previous complications
ratios for first generation sulphonylureas were higher
from diabetes (model 2). *Any therapy (monotherapy and
than for second generation sulphonylureas and ranged
combinations). †Other drugs and combinations of any oral
from 1.37 (1.11 to 1.71) for the fully adjusted model 3 to
antidiabetes drugs excluding rosiglitazone and pioglitazone
1.61 (1.49 to 1.74) adjusted for age, sex, year, and dura-tion of diabetes in model 1 (table 4, figure). Risks werehigher at younger compared with older ages (see web
myocardial infarction when compared with metformin
extra appendix tables 7 and 8). Rosiglitazone combina-
monotherapy in all models; hazard ratios ranged from
tion therapy was associated with a reduced risk of all
0.79 (0.41 to 1.53) in the fully adjusted model 3 to 0.94
cause mortality compared with metformin, as was pio-
(0.62 to 1.43) in the minimally adjusted model 1 for
glitazone alone and combined. Hazard ratios for piogli-
monotherapy and 0.82 (0.56 to 1.20) to 1.08 (0.86 to
tazone attained statistical significance in all models and
1.36) for combination therapy, respectively. Pioglita-
ranged from 0.69 (0.49 to 0.98, P=0.024) in model 3 to
zone was associated with a non-significant reduced
0.61 (0.47 to 0.80, P=0.0003) in model 1. Among the
risk of myocardial infarction, which ranged from 22%
thiazolidinediones, rosiglitazone was associated with a
in both model 1 and model 2 to 29% in the fully
higher risk of all cause mortality than pioglitazone;
hazard ratios ranged from 1.41 (1.09 to 1.83) in model 1
report important differences in risk associated with dif-
to 1.34 (0.90 to 1.97) in model 3 (figure and see web
ferent classes of oral antidiabetes drugs. Compared
with metformin, monotherapy with either first or sec-
Findings were similar when analyses were limited to
ond generation sulphonylureas was associated with a
drug prescriptions from 2000 onwards after introduc-
significant excess risk of all cause mortality, and second
tion of thiazolidinediones and when analyses were
generation sulphonylureas with an excess risk of con-
adjusted for the cumulative dose of all other previous
gestive heart failure. The thiazolidinediones were not
prescriptions of oral antidiabetes drugs (see web extra
associated with risk of myocardial infarction; there was
appendix tables 9 and 10). Sensitivity analyses for men
a significantly lower risk of all cause mortality asso-
and women, for different duration of disease before
ciated with pioglitazone use compared with metfor-
treatment, and for inclusion of recurrent events are
min. Among the thiazolidinediones, a higher risk of
presented in web extra appendix tables 11-16, and
all cause mortality was observed for rosiglitazone com-
tests of interaction in web extra appendix table 17.
pared with pioglitazone; however, risk was not signifi-cant in the fully adjusted model.
FracturesThiazolidinediones were associated with an excess risk
of non-hip fractures compared with metformin alone.
Our study of observational data in general practice
After adjustment for confounders, there was a 53%
allows assessment of the relative benefits and hazards
excess risk for rosiglitazone combination therapy com-
of use of oral antidiabetes drugs in a “real world” clin-
pared with metformin alone (hazard ratio 1.53, 1.25 to
1.88, P<0.001; see web extra appendix table 18). Pio-
A diagnosis of cardiovascular disease in the general
glitazone was associated with a non-significant excess
practice research database has been shown to have
risk (hazard ratio 1.28, 0.93 to 1.77; P=0.127).
high validity.16 19 Our analyses of the database involvedabout three million intervals of drug treatments, with
ascertainment of drug co-prescriptions and covariates
Our study presents observational data from large num-
at the beginning of each interval. This enabled us to
bers of patients with type 2 diabetes attending for rou-
account for switching of drugs and timing of treat-
tine clinical care in general practice in the UK. We
ments, make extensive adjustments for covariates,and provide prognostic information associated withdifferent drug therapies. We used metformin mono-
Table 2 | Risk of a first episode of myocardial infarction among patients receiving
therapy as a common reference group, in contrast
rosiglitazone, pioglitazone, sulphonylureas, and other drugs and combinations compared
with the meta-analyses of data from clinical trials that
pooled results across studies with varying drug and
non-drug reference groups, introducing possible het-
We assumed that a drug prescription interval
equates to the patient taking the drug, whereas it is
well known that there is variable adherence with pre-
scribed treatments.23 Also, we assumed that patients
were prescribed more than one oral antidiabetes treat-
ment if more than one drug was prescribed on the samedate. In a few cases the second drug might have been
prescribed some days later. On the basis that these
assumptions lead to non-systematic misclassification
errors, they may result in underestimation of true
effects, although overestimation is also possible since,
for example, specific groups of patients (with varying
morbidities) may be more or less likely to comply with
As with any observational study, the possibility of
residual confounding or confounding by indication (dif-
ferences in prognostic factors between different drug
groups) cannot be excluded. This may result in spurious
associations of drug with events. We guarded against
this possibility by careful sequential building of models,
including a large number of potential confounders in
Model 1: adjusted for sex and duration of diabetes, stratified by year and quartiles of age at treatment. Model
our analyses, and we included fractures as a positive
2: model 1 plus previous peripheral arterial disease, previous cardiovascular disease, previous heart failure,aspirin, statin or fibrate, diuretics, calcium channel blockers, spironolactone, β adrenergic antagonists,
control because of the well known association with
angiotensin converting enzyme inhibitors or angiotensin II receptor blockers, nitrates, steroids, non-steroidal
thiazolidinediones. We presented models both adjusted
anti-inflammatory drugs, digoxin, and any previous complications from diabetes. Model 3: model 2 plus
and unadjusted for potential confounders as some fac-
cholesterol concentration, body mass index, HbA1c level, creatinine concentration, albumin concentration,systolic blood pressure, and smoking.
tors, such as body mass index, may be considered
mortality. Concerns about the safety of sulphonylureas
Table 3 | Risk of a first episode of congestive heart failure among patients receivingrosiglitazone, pioglitazone, sulphonylureas, and other drugs and combinations compared
were first raised by the University Group Diabetes
Study, which showed increased numbers of deathsfrom
tolbutamide.25 More recently, increased risk of all
cause mortality by 43% and cardiovascular disease
mortality by 70% have been reported among users of
sulphonylureas compared with metformin,8 consistent
with other observational studies.26 27 These findings
contrast with results of the United Kingdom Prospec-
tive Diabetes Study, where there was no increase in
cardiovascular events or death with sulphonylurea
use compared with a conventional diet group among
non-obese people (despite greater weight gain and
higher insulin plasma concentrations with sulpho-
nylurea therapy).28 However, among a subgroup of
obese participants randomised to metformin, sulpho-
nylureas, insulin, or conventional therapy in the Uni-
ted Kingdom Prospective Diabetes Study, metformin
was associated with a significantly lower all cause mor-
tality than in the groups assigned intensive therapy
with sulphonylureas (P=0.021).29 Although A Diabetes
Outcome Progression Trial (ADOPT) did not find a
difference in cardiovascular event rates between
groups treated with glibenclamide or metformin, the
comparison had low power as it was not part of the
Model 1: adjusted for sex and duration of diabetes, stratified by year and quartiles of age at treatment. Model
study design.30 Our study extends the evidence, sug-
2: model 1 plus previous peripheral arterial disease, previous cardiovascular disease, previous heart failure,
gesting higher mortality with sulphonylurea use than
aspirin, statin or fibrate, diuretics, calcium channel blockers, spironolactone, β adrenergic antagonists,
metformin use, among unselected patients attending
angiotensin converting enzyme inhibitors or angiotensin II receptor blockers, nitrates, steroids, non-steroidalanti-inflammatory drugs, digoxin, and any previous complications from diabetes. Model 3: model 2 plus
cholesterol concentration, body mass index, HbA1c level, creatinine concentration, albumin concentration,
The mechanism by which commonly prescribed sul-
systolic blood pressure, and smoking.
phonylureas (such as glibenclamide) may adverselyaffect cardiovascular risk and mortality is speculative,
intermediate factors and not confounders. False nega-
but a previously reported dose-response relation sug-
tive results were also possible owing to the reduction
gests a direct drug action.31 Sulphonylureas bind to a
in sample size in the analyses adjusted for multiple cov-
regulatory subunit of the inward rectifier potassium
ariates (model 3) where large numbers with missing data
(KATP) channel, leading to an increase in intracellular
were excluded. Missing values in model 3 are assumed
potassium ion concentrations, the opening of voltage
to be missing at random, since similar patient character-
gated calcium channels, and an influx of calcium ions.
istics were shown in intervals with missing and non-
In pancreatic β cells this promotes insulin secretion,
missing values. Intervals missing not at random might
but inhibition of KATP channels in cardiac myocytes
affect the validity of results presented for model 3,24 and
and vascular smooth muscle cells impairs ischaemic
thus these analyses need to be interpreted with caution.
preconditioning, a mechanism for protecting the myo-
A further issue is that during the period of the study
noticeable falls in cardiovascular disease rates tookplace in the UK. This should not affect comparisons
of sulphonylurea treatment with metformin, as both
We did not find evidence of an excess risk of myo-
were routinely prescribed antidiabetes treatments in
cardial infarction associated with rosiglitazone com-
the UK throughout the period, nor of rosiglitazone
pared with metformin use. A meta-analysis of small
with pioglitazone; however, it may affect comparisons
clinical trials reported a significant 43% increased risk
of the thiazolidinediones with metformin, since the
of myocardial infarction among rosiglitazone users
thiazolidinediones were not introduced into the UK
compared with other drug groups,3 although reanalysis
until 2000. We addressed this concern by both stratify-
of these data yielded non-significant results.5 Although
ing by calendar year in all our analyses and restricting
another meta-analysis reported a 31% increased risk in
analyses to 2000 onwards; this did not materially affect
ischaemic heart disease, the risk for a cardiovascular
composite end point was not significantly increased.33Both meta-analyses had limitations, including short
follow-up, low event rates, no time to event data,
incomplete outcome ascertainment, and heterogeneity
Monotherapy with either first or second generation
of effects between the combined studies, and concerns
sulphonylureas was associated with an excess risk of
have been raised about the ability of such meta-
analyses to detect rare cardiovascular events.34
oral hypoglycaemic agent combination therapies,7
RECORD (Rosiglitazone Evaluated for Cardio-
whereas two other studies in patients with diabetes
vascular outcomes in Oral agent combination therapy
did not show an increased risk.13 14 Overall, to date
for type 2 Diabetes) is an ongoing trial among 4447
there is no clear or consistent evidence on the possible
patients with type 2 diabetes, designed to compare
cardiovascular benefits or harms of rosiglitazone ther-
the effects of rosiglitazone in combination with metfor-
apy, and results of clinical trials are awaited.
min or sulphonylurea use compared with metformin
The observed excess risk of congestive heart failure
and sulphonylureas in relation to cardiovascular dis-
associated with rosiglitazone or pioglitazone use com-
ease. In a recent analysis by these researchers, over
pared with metformin alone accords with previous evi-
5.5 years of follow-up, risks between the two groups
dence from clinical trials and observational studies.2 4 36
were similar for the primary end point of death from
In the present study, pioglitazone was associated with
cardiovascular causes or admission to hospital for a
lower mortality than metformin. Our results for piogli-
cardiovascular event (hazard ratio 0.99, 0.85 to
tazone are in good agreement with those from the
1.16).4 In the same analysis, findings were inconclusive
PROspective PioglitAzone Clinical Trial In Macro-
for myocardial infarction, for which a non-significant
Vascular Events Study (PROACTIVE) trial, the lar-
increase for the rosiglitazone group was reported (1.14,
gest randomised clinical trial of pioglitazone on
0.80 to 1.63). A further meta-analysis including the
cardiovascular disease reported to date.37 Their find-
results from an interim analysis by RECORD, the
ings showed that pioglitazone non-significantly
ADOPT and DREAM (Diabetes Reduction Assess-
reduced the risk of the composite primary end point
ment with Ramipril and Rosiglitazone Medication)
of all macrovascular events and significantly reduced
clinical trials, and all small trials included in the pre-
the risk of the predefined secondary end point of all
vious meta-analysis,3 again suggested rosiglitazone
cause mortality, myocardial infarction, or stroke
was associated with an increased risk of myocardial
(hazard ratio 0.84, 95% confidence interval 0.72 to
infarction (odds ratio 1.33, 95% confidence interval
0.98).37 Overall, the trial data suggest a possible cardio-
1.02 to 1.72).35 Previous observational data are also
vascular protective effect of pioglitazone despite the
conflicting; a significant 80% excess risk of myocardial
infarction was reported among elderly patients asso-
In our study, mortality associated with pioglitazone
ciated with rosiglitazone use compared with other
was significantly lower than with rosiglitazone. Although both drugs are approved as “highly selec-tive” peroxisome proliferator activated receptor γ ago-
Table 4 | Risk for all cause mortality among patients receiving rosiglitazone, pioglitazone,
nists, recent studies suggest that pioglitazone represses
sulphonylureas, and other drugs and combinations compared with patients receiving
key endothelial and hepatic inflammatory responses
through peroxisome proliferator activated receptor α,
an effect not apparently shared by rosiglitazone.38
Furthermore, the molecular mechanisms underlying
peroxisome proliferator activated receptor γ activation
are complex, involving heterodimerisation, corepres-
sors, and coactivators; minor differences in the ligand
structure of peroxisome proliferator activated receptor
γ could result in significant differences in target gene
response.39 Such pharmacological differences maytranslate into a differential effect on cardiovascular
protection.40-43 It is already reported that pioglitazone
has a more favourable effect on triglycerides and high
density lipoprotein cholesterol concentrations than
rosiglitazone.44 Pioglitazone has been shown to
decrease the rate of progression of carotid intima
media thickness and of coronary atherosclerosis,45 46
suggesting a possible role in slowing the development
The sulphonylureas, along with metformin, have long
been considered the mainstay of drug treatment for
type 2 diabetes. Our findings suggest a relatively unfa-
vourable risk profile of sulphonylureas compared with
Model 1: adjusted for sex and duration of diabetes, stratified by year and quartiles of age at treatment. Model
metformin. This is consistent with the recommenda-
2: model 1 plus previous peripheral arterial disease, previous cardiovascular disease,previous heart failure,aspirin, statin or fibrate, diuretics, calcium channel blockers, spironolactone, β adrenergic antagonists,
tions of the American Diabetes Association and Inter-
angiotensin converting enzyme inhibitors or angiotensin II receptor blockers, nitrates, steroids, non-steroidal
national Diabetes Federation that favour metformin as
anti-inflammatory drugs, digoxin, and any previous complications from diabetes. Model 3: model 2 plus
the initial treatment for type 2 diabetes.21 22 Within
cholesterol concentration, body mass index, HbA1c level, creatinine concentration, albumin concentration,systolic blood pressure, and smoking.
class differences in risk among the sulphonylureas
Data sharing: The technical appendix and statistical code (through
permission of the general practice research database) are available fromthe corresponding author.
Oral antidiabetes drugs are commonly used for glycaemic control; however, concerns are thatsome may increase cardiovascular risk
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Their relative benefits and disadvantages to cardiovascular health are not well established
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infarction and death from cardiovascular causes. N Engl J Med2007;356:2457-71.
Our findings suggest a relatively unfavourable risk profile of sulphonylureas compared with
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The findings support recommendations of the American Diabetes Association and
(RECORD): a multicentre, randomised, open-label trial. Lancet
International Diabetes Federation that favour metformin as the initial treatment for type 2
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Pioglitazone was associated with reduced all cause mortality compared with metformin and
it had a favourable risk profile compared with rosiglitazone
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were not observed. We do not confirm previous
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with diabetes. JAMA 2007;298:2634-43.
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mortality compared with metformin, and it had a
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favourable risk profile compared with rosiglitazone,
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which requires replication in other studies. This may
have implications for prescribing within this class of
10 ADVANCE Collaborative Group. Intensive blood glucose control and
vascular outcomes in patients with type 2 diabetes. N Engl J Med
11 Turner RC, Holman RR, Stratton IM, Cull CA, Matthews DR, Manley SE,
Imperial College London are supported by the National Institute for
et al. Effect of intensive blood-glucose control with metformin on
Health Research (NIHR) biomedical research centre programme. The
complications in overweight patients with type 2 diabetes (UKPDS
Department of Primary Care and Social Medicine, Imperial College, and
the Department of Health Science, University of Leicester, are supported
12 Bell DSH. Do sulfonylurea drugs increase the risk of cardiac events?
by the NIHR collaboration for leadership in applied health research and
care programme. MM is funded by an NIHR postdoctoral award and
13 Johannes CB, Koro CE, Quinn SG, Cutone JA, Seeger JD. The risk of
together with VC and AM are investigators for the EU-ADR FP7 project on
coronary heart disease in type 2 diabetic patients exposed to
adverse drug reactions. CM and AN are funded by the NIHR service
thiazolidinediones compared to metformin and sulphonylureatherapy. Pharmacoepidemiol Drug Saf 2007;16:504-12.
delivery and organisation programme. PE is an NIHR senior investigator.
14 Masoudi FA, Inzucchi SE, Wang Y, Havranek EP, Foody JM,
Imperial College receives a contribution for AM’s salary from the UK
Krumholz HM. Thiazolidinediones, metformin, and outcomes in older
Diabetes Research Network. The funders had no role in study design, data
patients with diabetes and heart failure: an observational study.
collection and analysis, decision to publish, or preparation of the
manuscript. We thank Deborah Ashby for helpful comments.
15 McAfee AT, Koro C, Landon J, Ziyadeh N, Walker AM. Coronary heart
Contributors: IT and MM contributed equally to the study. PE, MRW, AM,
disease outcomes in patients receiving antidiabetic agents.
KK, IT, and MM conceived and designed the study. IT, MM, VC, KK, AM,
Pharmacoepidemiol Drug Saf 2007;16:711-25.
MPL, MRW, and PE analysed and interpreted the data. All authors drafted
16 Maru S, Koch GG, Stender M, Clark D, Gibowski L, Petri H, et al.
the manuscript and critically revised the manuscript for important
Antidiabetic drugs and heart failure risk in patients with type 2diabetes in the UK primary care setting. Diabetes Care 2005;28:20-6.
intellectual content. IT and MPL carried out the statistical analysis. VC
17 Barton S. Which clinical studies provide the best evidence? BMJ
provided technical support. PE, IT, MM, and AM supervised the study. PE
18 General practice research database. 2009. www.gprd.com/home/
Funding: No funding was obtained for this study. This study is based on
data from the full feature general practice research database funded
19 Meier CR, Derby LE, Jick SS, Vasilakis C, Jick H. Antibiotics and risk of
through the Medical Research Council’s license agreement with the UK
subsequent first-time acute myocardial infarction. JAMA
Medicines and Healthcare Products Regulatory Agency. The
interpretation and conclusions contained in this study are those of the
20 Meier C, Kraenzlin ME, Bodmer M, Jick SS, Jick H, Meier CR. Use of
thiazolidinediones and fracture risk. Arch Intern Med2008;168:820-5.
Competing interests: PE is a coprincipal investigator on a grant cofunded
21 Clinical Guidelines Task Force, International Diabetes Federation.
by the UK Medical Research Council and GlaxoSmithKline. MRW has
Global guidelines for type 2 diabetes. Chapter 9: Glucose control:
received consultancy fees from GlaxoSmithKline in the past five years.
oral therapy. 2008. www.idf.org/webdata/docs/GGT2D%2009%
MM has received grants from Pfizer, AstraZeneca, and the Serious
Adverse Events Consortium (collaboration between industry and
22 American Diabetes Association. Standards of medical care in
academia). KK has acted in a consultant capacity or as a speaker for
diabetes—2007. Diabetes Care 2007;30:S4-41.
Novo-Nordisk, Sanofi, Lilli, Merck Sharp & Dohme, Tekeda, GSK, and
23 Cramer JA. A systematic review of adherence with medications for
Bayer and has received research grants from Servier, Novartis, Novo-
diabetes. Diabetes Care 2004;27:1218-24.
Nordisk, Sanofi-Aventis, Merck Sharp & Dohme, Pfizer, Bayer, Unilever,
24 Little RJA, Rubin DB. Statistical analysis with missing data, 2nd edn.
25 Meinert CL, Knatterud GL, Prout TE, Klimt CR. A study of the effects of
Ethical approval: The GPRD Group has obtained ethical approval from a
hypoglycemic agents on vascular complications in patients with
multicentre research ethics committee for all purely observational
adult-onset diabetes. II. Mortality results. Diabetes
research using anonymised records from the general practice research
database. This study was approved by the general practice research
26 Simpson SH, Majumdar SR, Tsuyuki RT, Eurich DT, Johnson JA. Dose-
database Independent Scientific Advisory Committee.
response relation between sulphonylurea drugs and mortality in type
2 diabetes mellitus: a population-based cohort study. CMAJ
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Design strategies for anti-amyloid agentsJody M MasonÃ, Nicoleta KokkoniÃ, Kelvin Stotty and Andrew J DoigÃyzNumerous diseases have been linked to a common pathogenicexample, a 37-residue peptide called islet amyloid poly-process called amyloidosis, whereby proteins or peptides clumppeptide (IAPP, also known as amylin) aggregates to formtogether in the brain or body to form toxic solub
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