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original article
                                                                                                                          Diabetes, Obesity and Metabolism 13: 221–228, 2011.
                                                                                                                                              © 2011 Blackwell Publishing Ltd




Effect of metformin on cardiovascular events and mortality:
a meta-analysis of randomized clinical trials




                                                                                                                                                                                original
                                                                                                                                                                                article
C. Lamanna1 , M. Monami2 , N. Marchionni2 & E. Mannucci1
1 Diabetes Agency, Careggi Teaching Hospital, Florence, Italy
2 Section of Geriatric Cardiology and Medicine, Department of Cardiovascular Medicine, University of Florence and Careggi Teaching Hospital, Florence, Italy




Aim: Some studies suggested that metformin could reduce cardiovascular risk to a greater extent than that determined by glucose reduction.
Aim of the present meta-analysis is to assess the effects of metformin on the incidence of cardiovascular events and mortality.
Methods: An extensive search of Medline, EMBASE and the Cochrane Library (any date up to 31 October 2009) was performed for all trials
containing the word ‘metformin’. Randomized trials with a duration ≥52 weeks were included. A meta-regression analysis was also performed
to identify factors associated with cardiovascular morbidity and mortality in metformin-treated patients.
Results: A total of 35 clinical trials were selected including 7171 and 11 301 participants treated with metformin and comparator, respectively,
who had 451 and 775 cardiovascular (CV) events, respectively. Overall, metformin was not associated with significant harm or benefit on
cardiovascular events (MH-OR 0.94[0.82–1.07], p = 0.34). A significant benefit was observed in trials versus placebo/no therapy (MH-OR
0.79[0.64–0.98], p = 0.031), but not in active-comparator trials (MH-OR 1.03[0.72–1.77], p = 0.89). Meta-regression showed a significant
correlation of the effect of metformin on cardiovascular events with trial duration and with minimum and maximum age for inclusion, meaning
that the drug appeared to be more beneficial in longer trials enrolling younger patients. It is likely that metformin monotherapy is associated
with improved survival (MH-OR: 0.801[0.625–1.024], p = 0.076). However, concomitant use with sulphonylureas was associated with reduced
survival (MH-OR: 1.432[1.068–1.918], p = 0.016).
Conclusion: Available evidence seems to exclude any overall harmful effect of metformin on cardiovascular risk, suggesting a possible benefit
versus placebo/no treatment. The observed detrimental effect of the combination with sulphonylureas deserves further investigation.
Keywords: cardiovascular events, meta-analysis, metformin, mortality, type 2 diabetes

Date submitted 28 August 2010; date of first decision 28 September 2010; date of final acceptance 20 October 2010




Introduction                                                                              trial specifically designed for the assessment of the effects of
                                                                                          metformin on cardiovascular events has ever been performed
Metformin is recommended as the first-line drug for type
                                                                                          so far. As a result, patients enrolled in metformin trials often
2 diabetes by most International guidelines [1–5]. The
                                                                                          have a lower cardiovascular risk, leading to the observation of
preference for metformin over other available drugs is
                                                                                          a limited number of events.
based on its efficacy on blood glucose control, tolerability,
                                                                                              When several underpowered and discordant studies are
safety and low cost [1–5]. Furthermore, metformin has a
favourable action on several risk factors, including lipids, body                         available, a meta-analysis can add relevant information. The
weight and blood pressure [6,7]. Experimental studies have                                two available meta-analyses of trials with metformin providing
also shown that this drug could have beneficial effects on                                 information on cardiovascular events [11,12] failed to detect
fibrinolysis and platelet aggregation [8,9]. The UK Prospective                            any effect of the drug on cardiovascular morbidity and
Diabetes Study (UKPDS) reported that long-term treatment                                  mortality. Both analyses were restricted to trials performed
with metformin could reduce cardiovascular morbidity and                                  on type 2 diabetic patients, which is the only approved
mortality in type 2 diabetes to a greater extent than other                               indication of metformin, and they did not include some
agents with similar glucose-lowering effect [10], suggesting that                         recent trials, such as RECORD [13]. One of the two meta-
the cardiovascular protection conferred by metformin could                                analysis included also studies of short duration, which could
go beyond that determined by the improvement of glucose                                   have diluted the cardiovascular effects of the drug [11]. The
control.                                                                                  other meta-analysis [12] assessed the effects of metformin
   The heterogeneity of results of clinical trials assessing the                          only in monotherapy, excluding trials in which the dug was
cardiovascular effects of metformin could be due, at least partly,                        associated with other glucose-lowering agents; this eliminates
to their inadequate size for this specific endpoint; in fact, no                           the possible interference of co-treatment, but it restricts the
                                                                                          applicability of results, considering that the large majority of
Correspondence to: Dr. Edoardo Mannucci, Diabetes Agency, Careggi Teaching Hospital,      metformin-treated patients are also receiving other glucose-
Via delle Oblate 4, Florence 50141, Italy. E-mail: edoardo.mannucci@unifi.it               lowering therapies [14].
original article                                                                      DIABETES, OBESITY AND METABOLISM


   The aim of the present meta-analysis is to assess the effects   using the Egger’s test. Mantel–Henzel Odds Ratio (MH-OR)
of metformin on the incidence of cardiovascular events and         was calculated for cardiovascular events, using a random-
mortality.                                                         effects model. Separate analyses were performed for trials with
                                                                   different comparators or exploring the effects of metformin
                                                                   as add-on to different therapies and for those including either
Methods                                                            diabetic or non-diabetic patients. Separate analyses were also
The meta-analysis was reported following the PRISMA checklist      performed for trials including patients aged <30 or >65
([15], Table S1).                                                  years. A meta-regression was performed to identify moderators
                                                                   of the effects of metformin on cardiovascular morbidity.
                                                                   Baseline characteristics possibly associated with cardiovascular
Data Sources                                                       morbidity and mortality included metformin dose, duration
An extensive search of Medline, EMBASE and the Cochrane            of trial, minimum and maximum age, HbA1c and BMI for
Library (any date up to 31 October 2009, restricted to             inclusion, as well as mean age, BMI, lipid profile, HbA1c and
randomized clinical trials, published in English) was performed    fasting blood glucose of patients at enrolment and proportion
for all trials containing in any field the word ‘metformin’. No     of women enrolled. All these analyses were performed using
attempt was made at identifying and retrieving unpublished         Comprehensive Meta-Analysis, version 2.2.046 (NJ, USA).
studies.                                                           Power calculation for each endpoint was performed on the
                                                                   basis of observed proportion of incident cases in control
                                                                   groups, using Lenth’s Piface version 1.72, and calculating the
Study Selection
                                                                   minimum risk reduction in the metformin group to obtain a
All trials comparing metformin with placebo, active glucose-       90% power for a p < 0.05, considering the sample sizes actually
lowering therapies, or no therapy, were included, provided that    available.
their duration was ≥52 weeks and that concurrent therapies
were not different in metformin and comparator arms. The
database included trials in which cardiovascular events were a     Results
pre-defined endpoint, together with trials designed for other       The process of trial retrieval and selection is summarized in
(mainly metabolic) endpoints.                                      figure 1. A total of 35 clinical trials were selected including
                                                                   7171 and 11 301 participants treated with metformin and
Data Extraction                                                    comparator, respectively, who had 451 and 775 CV events,
                                                                   respectively. The median duration of trials was 112 weeks
Data were retrieved from the paper reporting the main
                                                                   (range: 52–343 weeks) with a total follow-up was 71 123
results of each trial; missing information was searched for
                                                                   patient × years (Table 1). The number of events reported in
in other publications on the same trial. Data for analysis were
                                                                   each trial is summarized in Table 2. Of the trials retrieved,
extracted independently by two observers (C. L. and M. M.)
                                                                   eight did not describe major cardiovascular events. Those trials
and potential conflicts were resolved by a senior investigator
(E. M.). Cardiovascular events were defined as either fatal or
non-fatal cases of myocardial infarction, stroke and peripheral                                        Medline/Cochrane/Embase
artery disease or other cardiovascular death. Results on all-                                                   n = 723
cause and incidence of heart failure (as serious adverse event)
                                                                          Short (<52 weeks)
were also retrieved.                                                              n = 585

                                                                           Metformin in both
Data Synthesis and Analysis                                                      arms
                                                                                  n = 18
The quality of trials was assessed using some of the parameters              Not metformin
proposed by Jadad et al. [16]. The score was not used as a                         n=8
criterion for the selection of trials, whereas some items were
                                                                             Mixed therapy
used only for descriptive purposes (Table S2). Heterogeneity                      n = 37
was assessed using Q statistics; if no heterogeneity was
detected, we applied both a random-effects and a fixed-effects                   Not RCT
                                                                                   n=3
model. We report here the results of the random-effects
model, because the validity of tests of heterogeneity can                      Not human
                                                                                   n=2
be limited with a small number of component studies [17].
Publication bias was assessed by a visual inspection of the                     Duplicate
                                                                                   n = 35
Begg’s funnel plot; the Egger’s test was used to provide
statistical evidence of funnel plot symmetry. These tests                                                    Selected trials
are based on the unproven hypothesis that smaller studies                                                        n = 35
have a greater publication bias, whereas large-scale trials are
unlikely to escape public knowledge. A Begg’s Funnel plot
was drawn for the assessment of publication bias, explored         Figure 1. Trial flow diagram. RCT, randomized clinical trial.




222 Lamanna et al.                                                                                        Volume 13 No. 3 March 2011
DIABETES, OBESITY AND METABOLISM                                                                       original article
Table 1. Characteristics of included randomized clinical trials.


Study                                                     Metformin
(Reference)∗ In            Follow-up                      dosage       Sample size                     Mean age†        Male†    Mean HbA1c†
type 2 diabetes            (weeks)       Comparator       (mg/day)     number (Met/C)      Add-on to   (years)          (%)      (%)
Hermann [32]               52            Placebo          1.700        16/19               None        57.5             54.2     8.9
Yki—Yarvinen [33]          52            Glibenclamide    2.000        19/22               Insulin     59.0             58.5     9.8
                           52            Insulin          2.000        19/24               Gliben      59.0             58.5     9.8
Campbell [34]              52            Glipizide        1.000        24/24               None        57.0             33.3     11.6
Klein [35]                 52            Insulin          2.550        25/25               SU          67.0             24.0     12.4
Vahatalo [36]              52            None             2.500        26/11               Insulin     62.0             67.3     9.9
                           52            Glipizide/       2.500-       26/15               Insulin     62.0             67.3     9.9
Yamanouchi [37]            52            Glimepiride      750          39/37               None        54.9             50.0     9.9
                           52            Pioglitazone     750          39/38               None        54.9             50.0     10.1
Douek [38]                 52            Placebo          2.000        92/91               None/SU     58.0             65.0     9.8
Schweizer [39]             52            Vildagliptin     2.000        254/526             None        53.2             54.3     8.7
Shernthaner [40]           52            Pioglitazone     2.000        597/597             None        56.5             55.2     8.7
Derosa [41]                64            Pioglitazone     3.000        67/69               None        54.5             48.6     9.1
Gregorio [42]              76            Placebo          1.700        89/85               SU          74.5             47.1     10.3
Teupe [43]                 104           Placebo          1.700        50/50               None        53.7             40.0     9.0
Charbonnel [44]            104           Pioglitazone     2.550        320/319             SU          60.0             54.0     8.8
Barnett [45]               128           Insulin          NR           211/235             SU          57.8             NR       9.8
Maji [46]                  156           None             500          48/90               None        NR               40.1     7.4
                           156           Rosiglitazone    500          48/48               None        NR               40.1     7.4
                           156           Acarbose         500          48/48               None        NR               40.1     7.4
Kahn (ADOPT) [47]          208           Glibenclamide    2.000        1454/1441           None        57.0             56.9     7.3
                           208           Rosiglitazone    2.000        1454/1456           None        57.0             56.9     7.3
Kooy [48]                  220           Placebo          2.000        196/194             None        61.5             45.6     7.9
Home (RECORD) [12]         260           Rosiglitazone    2.550        1122/1103           SU          59.7             49.8     8.0
UKPDS 34‡ [10]             556           SU/Insulin       2.550        342/951             None        58               60.0     7.5
                           556           None             2.550        342/411             None        58               60.0     7.5
UKPDS 34‡ bis [10]         343           None             2.550        268/269             SU          59               60.0     7.5
Palomba [49]               52            Placebo          1.700        15/15               PCOS        24.5             0.0      NR
Ibanez [50]                52            Placebo          850          12/12               PCOS        12.4             0.0      NR
Harborne [51]              52            Placebo          1.500        26/26               PCOS        31.5             0.0      NR
Tomazic [52]               52            Rosiglitazone    1.000        30/30               HIV         42.3             NR       NR
Li [53]                    52            Placebo          2.000        33/37               IGT         49.5             71.4     7.3
Martinez [54]              52            Placebo          1.700        35/73               HIV         41.6             25.0     NR
Gambineri [55]             52            Placebo          1.700        40/40               PCOS        26.5             0.0      NR
Lund [56]                  52            Placebo          2.000        49/51               DM1§        45.5             64.0     9.5
Charles (BIGPRO, [57])     52            Placebo          1.700        164/160             IGT         49.0             33.0     NR
Zhang [58]                 76            None             750          49/45               NGT         53.5             43.5     NR
Stakos [59]                104           Glipizide        500          59/25               NGT         40.7             25.0     NR
                           104           Placebo          500          59/97               NGT         40.7             25.0     NR
Shuster [60]               104           Placebo          500          45/81               NGT         NR               NR       NR
Ramachandran [61]          156           None             500          262/269             IGT         45.0             79.2     6.2
Knowler (DPP, [11])        156           Placebo          1.700        1073/1082           IGT         50.3             32.4     5.9
Ibanez [62]                208           Placebo          425          19/19               EPG         8.4              0.0      NR

Met/C, metformin versus comparators; Gliben., glibenclamide; SU, sulphonylureas; Charact., characteristics; DM1, type 1 diabetes mellitus; PCOS,
polycystic ovary syndrome; NR, not reported; IGT, impaired glucose tolerance; HIV, HIV infected patients; EPG, early puberty in girls.
∗ See Appendix S1 for references [32–62].

†Mean value between metformin- and comparator group.
‡The UKPDS 34 was divided into two separate studies.
§Add-on to insulin.


were excluded from the analysis, along with studies with no               indications of the drug. The total number of events was 451
events (n = 15). The meta-analysis on cardiovascular events               and 775 in metformin and comparator groups, respectively.
was therefore performed on 12 trials (5455 and 8996 patients              The shape of the Begg’s funnel plot (figure 2) did not reveal
on metformin and comparators, respectively), 2 and 10 of                  any evidence of obvious asymmetry and the results of Egger’s
which were performed in non-diabetic and diabetic patients,               test did not suggest any evidence of publication bias (p = 0.46).
respectively. All trials on diabetic patients included in the meta-       The trials included in the meta-analysis had a Q = 10.08 (p =
analysis were performed in type 2 diabetes, within the approved           0.46), suggesting the lack of relevant heterogeneity.



Volume 13 No. 3 March 2011                                                                        doi:10.1111/j.1463-1326.2010.01349.x 223
original article                                                                                    DIABETES, OBESITY AND METABOLISM


Table 2. Outcome variables in individual studies included in the meta-analysis.


Study                                               Myocardial
(Reference)∗ In              CVD morbidity          Infarction          Stroke              Chronic heart            All-cause           CVD mortality
type 2 diabetes              (Met/C)                (Met/C)             (mg/day)            failure (Met/C)          mortality (Met/C)   (Met/C)
Hermann [32]                 1/0                    1/0                 0/0                 0/0                      0/0                 0/0
Yki—Yarvinen [33]            0/0                    0/0                 0/0                 0/0                      1/0                 0/0
                             0/0                    0/0                 0/0                 0/0                      1/0                 0/0
Campbell [34]                0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Klein [35]                   2/0                    1/0                 1/0                 0/0                      0/0                 0/0
Vahatalo [36]                NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
                             NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
Yamanouchi [37]              0/0                    0/0                 0/0                 0/0                      0/0                 0/0
                             0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Douek [38]                   NR/NR                  NR/NR               NR/NR               NR/NR                    0/0                 0/0
Schweizer [39]               NR/NR†                 2/0                 NR/NR               NR/NR                    0/0                 0/0
Shernthaner [40]             23/22                  NR/NR               NR/NR               NR/NR                    2/3                 NR/NR
Derosa [41]                  0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Gregorio [42]                0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Teupe [43]                   1/0                    1/0                 0/0                 0/0                      0/0                 0/0
Charbonnel [44]              NR/NR                  NR/NR               NR/NR               NR/NR                    0/0                 0/0
Barnett [45]                 NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
Maji [46]                    NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
                             NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
                             NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
Kahn (ADOPT, [47])           58/41                  23/18               19/17               19/9                     31/31               NR/NR
                             58/62                  23/27               19/16               19/22                    31/34               NR/NR
Kooy [48]                    46/45                  28/25               9/9                 3/4                      9/6                 3/1
Home (RECORD, [12])          169/163                NR/NR               NR/NR               NR/NR                    72/54               NR/NR
UKPDS 34‡ [10]               57/211                 39/139              12/60               11/NR                    50/190              25/NR
                             57/105                 39/73               12/23               11/17                    50/89               25/53
UKPDS 34‡ bis [10]           71/73                  31/33               15/13               9/6                      46/30               25/13
In other conditions
Palomba [49]                 0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Ibanez [50]                  0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Harborne [51]                0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Tomazic [52]                 0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Li [53]                      0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Martinez [54]                0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Gambineri [55]               0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Lund [56]                    2/5                    NR/NR               NR/NR               NR/NR                    0/0                 0/0
Charles (BIGPRO, [57])       0/0                    0/0                 0/0                 0/0                      1/0                 0/0
Zhang [58]                   0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Stakos [59]                  0/0                    0/0                 0/0                 0/0                      0/0                 0/0
                             0/0                    0/0                 0/0                 0/0                      0/0                 0/0
Shuster [60]                 NR/NR                  NR/NR               NR/NR               NR/NR                    NR/NR               NR/NR
Ramachandran [61]            5/6                    NR/NR               NR/NR               NR/NR                    1/2                 0/1
Knowler (DPP, [11])          16/42                  NR/NR               NR/NR               NR/NR                    NR/NR               1/6
Ibanez [62]                  0/0                    0/0                 0/0                 0/0                      0/0                 0/0

CVD, cardiovascular disease; Met/C, metformin versus comparators; NR, not reported.
∗ See Appendix S1 for references [32–62].

†There are further serious adverse events but they are not specified (with the exception of myocardial infarction).
‡The UKPDS 34 was divided into two separate studies.


   Overall, metformin treatment did not produce any                            with rosiglitazone (n = 2), the OR for major cardiovascular
significant effect on cardiovascular events (figure 3). Separate                 events in patients treated with metformin was 1.06[0.87–1.28]
analyses provided similar results for diabetic and non-diabetic                (p = 0.57). The drug reduced cardiovascular morbidity only in
patients, and for trials in which metformin was used as                        trials with protocols which allowed the enrolment of patients
add-on to different therapies. Metformin was associated with a                 aged <30 years, and in those which excluded patients aged >65
significant reduction of cardiovascular events in comparisons                   years (figure 4). No significant effect of metformin was observed
with placebo or no therapy, whereas no such effect was observed                on the incidence of myocardial infarction, stroke or heart failure
in active-comparator trials (figure 4). In direct comparisons                   (MH-OR 0.90[0.71–1.14], 0.92[0.65–1.29], 1.12[0.25–9.04]



224 Lamanna et al.                                                                                                       Volume 13 No. 3 March 2011
DIABETES, OBESITY AND METABOLISM                                                                                                                         original article
                            Funnel Plot of Standard Error by MH log odds ratio                                                         # trials MH-OR   95%· CI             p     0.1   1.0   10.0
                   0·0
                                                                                                          Diabetes     Yes               10     0·949    0·820    1·070   0·342
                                                                                                                       No                2      0·780    0·462    1·315   0·516

                   0·5
                                                                                                          Add-on to    None              8      0·894    0·734    1·090   0·270
  Standard Error




                                                                                                                       Insulin           1      0·391    0·108    2·121   0·280
                   1·0                                                                                                 Sulfanylureas     3      1·012    0·829    1·234   0·911

                                                                                                          Comparator
                                                                                                                       Placebo/None      8      0·794    0·644    0·979   0·031
                   1·5
                                                                                                                       TZDs              3      1·001    0·831    1·207   0·991
                                                                                                                       Others            3      1·065    0·539    2·102   0·857

                   2·0                                                                                    Trial characteristics

                     –2·0   –1·5     –1·0       –0·5       0·0       0·5      1·0         1·5     2·0                  Age< 30 yrs       4      0·758    0·608    0·945   0·014
                                                                                                                       Age> 30 yrs       5      1·046    0·885    1·237   0·597
                                                 MH log odds ratio
                                                                                                                       Age< 65 yrs       3      0·775    0·600    1·001   0·051
                                                                                                                       Age> 65 yrs       5      1·053    0·890    1·247   0·545

Figure 2. Funnel plot of standard error by standardized difference in
means (cardiovascular events).
                                                                                                        Figure 4. Separate analyses to explore the differential effects of metformin
                                                                                                        on cardiovascular events. TZDs, Thiazolidinediones; yrs, years; MH-OR,
                                                                      0.01   0.1    1.0    10.0 100.0   Mantel–Henzel odds ratio; CI, confidential intervals.
                                           MH-OR (95%. CI)       p
  Knowler [DPP,11]
                                   0.764     0.427      1.365    0.363
                                                                                                                                              # trials MH-OR 95%· CI              p
  Kooy [48]                        1.015     0.635      1.624    0.949
                                                                                                           Diabetes          Yes                8       1·114 0·794 1·565 0·532
  Lund [56]                        0.391     0.072      2.121    0.277
                                                                                                                             No                 2       0·961 0·140 6·586 0·967
  Hermann [32]                     3.774     0.144     99.241    0.426

  UKPDS 34 bis [10]                0.958     0.654      1.403    0.825

  UKPDS 34 [10]                    0.662     0.485      0.903    0.009
                                                                                                           Add-on to         None               7       0·801 0·625 1·024 0·076
  Ramachandran [61]                0.853     0.257      2.829    0.795
                                                                                                                             Sulfanylureas      2       1·432 1·068 1·918 0·016
  Teupe [43]                       3.061     0.122     76.949    0.497

  ADOPT [47]                       1.127     0.812      1.565    0.475

  RECORD [12]                      1.023     0.810      1.291    0.851                                     Comparator Placebo/None              5       1·074 0·560 2·061 0·830

  Shernthaner [40]                 1.047     0.577      1.900    0.879                                                       Active             8       0·969 0·747 1·258 0·815
  Klein [35]                       5.426     0.247 118.958       0.283

  Overall                          0.937     0.820      1.070    0.339
                                                                                                           Overall                              10      1·103 0·804 1·513 0·544


Figure 3. Effect of metformin on cardiovascular events across all
randomized clinical trials included in the analysis. The size of the data                               Figure 5. Separate analyses to explore the differential effects of metformin
markers represents the relative weight of the trial according to patient-                               on all-cause mortality. MH-OR, Mantel–Henzel odds ratio; CI,
years. MH-OR, Mantel–Henzel odds ratio; CI, confidential intervals. See                                  confidential intervals.
Appendix S1 for references [32–62].
                                                                                                        was observed (MH-OR 0.554[0.356–0.890], p = 0.014). At
                                                                                                        meta-regression, the drug appeared to have a more beneficial
in eight, five and six trials with at least one event, respectively;                                     effect on all-cause mortality in trials of longer duration (Inter-
all p > 0.35). At meta-regression, the effect of metformin                                              cept: 0.612[0.138–1.087]; Slope: −0.002[−0.003 to −0.00004],
on cardiovascular events appeared to be greater in trials of                                            p = 0.008), and in those enrolling a higher proportion of
duration, and in those with lower minimum and maximum                                                   women (Intercept: 2.237[0.184–4.290]; Slope: −0.039[−0.076
age for inclusion, meaning that the drug appeared to be more                                            to −0.003], p = 0.034).
beneficial in longer trials enrolling younger patients (Table 3).                                           The total sample size of trials included in the meta-analysis
   All-cause and cardiovascular mortality could be analysed in                                          has a 90% power to detect a reduction of risk in the metformin
ten and five trials with at least one event, respectively (Table 2).                                     group, in comparison with controls, of 18, 29, 42 and 59% for all
Metformin did not appear to have any effect on all-cause                                                cardiovascular events, myocardial infarction, stroke and heart
mortality, both in diabetic or non-diabetic patients, and in                                            failure, respectively; the corresponding figures for all-cause and
trials comparing metformin either with placebo/no therapy or                                            cardiovascular mortality are 23 and 55%, respectively.
with active comparators. A significant increase of mortality
was detected in the two trials in which metformin was added
to sulphonylureas, whereas a trend toward improved survival                                             Discussion
was observed in studies on metformin monotherapy, although                                              Despite the efforts at controlling blood glucose and asso-
it did not quite reach full statistical significance (figure 5).                                          ciated risk factors, cardiovascular morbidity and mortality
Similar results were obtained for cardiovascular mortality: the                                         remain higher in diabetic patients than in the rest of the
MH-OR in the five available trials was 0.923[0.361–2.320]                                                population [18]. The accurate treatment of hyperglycaemia is
(p = 0.86); when the four trials on metformin monotherapy                                               considered one of the tools for preventing cardiovascular dis-
were analysed separately, a significant reduction of mortality                                           ease, in type 1 as well as in type 2 diabetic patients [19,20]. Many



Volume 13 No. 3 March 2011                                                                                                                      doi:10.1111/j.1463-1326.2010.01349.x 225
original article                                                                              DIABETES, OBESITY AND METABOLISM


Table 3. Moderators of the effect of metformin treatment on cardiovascular events.


                                                Cardiovascular events
Moderator                                       Intercept                                    Slope                                          p
Trial duration (weeks)                          0.24 [−0.06 to 0.055]                        −0.001 [−0.002 to − 0.0001]                    0.02
Age (years)                                    −1.540 [−4.121 to 1.042]                       0.02 [−0.02 to 0.07]                          0.26
Sex (male)                                      0.325 [−0.621 to 1.266]                      −0.007 [−0.021 to 0.019]                       0.41
Duration of diabetes (years)                   −0.143 [−0.490 to 0.203]                       0.011 [−0.032 to 0.054]                       0.79
HbA1c at baseline (%)                          −1.012 [−2.670 to 0.633]                       0.121 [−0.094 to 0.349]                       0.26
BMI at baseline (kg/m2 )                       −1.721 [−4.629 to 1.177]                       0.051 [−0.038 to 0.151]                       0.26
FPG (mg/dl)                                    −0.421 [−1.456 to 1.0.617]                     0.040 [−0.078 to 0.151]                       0.50
Metformin dosage (mg/day)                       0.154 [−0.749 to 1.055]                      −0.001 [−0.0001 to 0.001]                      0.63
Minimum age∗ (years)                           −0.651 [−1.319 to 0.021]                       0.021 [0.009–0.041]                           0.049
Maximum age∗ (years)                           −1.791 [−3.592 to 0.081]                       0.022 [0.001–0.054]                           0.050

FPG, Fasting Plasma Glucose.
∗ Min/Max, minimum and maximum age for inclusion in the trial.




classes of drugs have been shown to be effective as glucose-                single endpoints, such as myocardial infarction, stroke or heart
lowering agents, at least in the short and medium term; it has              failure, could have prevented the observation of some beneficial
been suggested that some of these molecules, including met-                 action. It should also be considered that the significant result
formin, could confer a cardiovascular protection beyond the                 in studies versus placebo/no therapy is largely driven by one
beneficial effect of the improvement of glucose control [6–9],               trial, the UKPDS [10], the results of which are discordant from
because of the reduction of total and LDL cholesterol, triglyc-             most of other available evidence. The UKPDS was performed
eride body weight and blood pressure [6,7]. Furthermore,                    much earlier than most large-scale trials assessing the effects of
treatment with metformin is associated with enhanced fib-                    metformin on cardiovascular events [13,21]; the greater accu-
rinolysis and reduced platelet hyperaggregation [8,9]. It has               racy in the treatment of extra-glycaemic cardiovascular risk
also been suggested that the reduction of hyperinsulinemia, in              factors in recent years, which reduced the overall incidence
insulin-resistant type 2 diabetic subjects, could have beneficial            of myocardial infarction and stroke in diabetic patients, could
effects on cardiovascular risk [8].                                         have limited the possibility of further, drug-induced beneficial
   We show here that, despite all these interesting properties,             effects on cardiovascular events.
metformin does not appear to have any relevant additional                      Differences in the characteristics of the patients enrolled
effect on cardiovascular events, apart from that determined                 could theoretically provide an explanation for the discrepancies
by its glucose-lowering action. Although individual studies                 in results of clinical trials. The meta-regression approach was
may lack the statistical power to detect differences between                used to investigate this hypothesis, showing that lower age
treatments, the meta-analytical approach overcomes this                     limits for inclusion are associated with a greater cardiovascular
difficulty, at least for the composite endpoint of all major                 benefit of metformin. This result parallels the progressive
cardiovascular events. In fact, power calculations showed that              reduction of the efficacy of other treatments on cardiovascular
the overall sample would have been sufficient to detect a                    morbidity and mortality with increasing age [22]. It should also
between-group difference in the incidence of cardiovascular                 be considered that prevention of cardiovascular events usually
events as small as 18%. Our results confirm those reported in a              requires long-term treatment of risk factors; it is possible that
previous meta-analysis which did not include some of the most               the effect of metformin on this outcome could have been
recent trials (26 trials, including RECORD [13]). Interestingly,            blunted by the inclusion of some shorter-term trials.
metformin was associated with a reduction of cardiovascular                    A trend toward a reduction in mortality was observed in
risk when compared with placebo or no therapy, whereas its                  patients on metformin monotherapy, in comparison with
effect disappeared when including active-comparator trials. It              placebo or no treatment, but this difference did not reach
can be speculated that the cardiovascular protection conferred              full statistical significance. Considering that the number of
by metformin is largely because of the improvement of blood                 deaths in clinical trials is obviously smaller than that of all (fatal
glucose control; this would explain the lack of additional effects          and non-fatal) major cardiovascular events, the negative result
in comparison with other agents, similarly effective as glucose-            could be because of an insufficient sample size, particularly
lowering treatments, in active-comparator trials [13]. In fact,             for cardiovascular mortality. Furthermore, all-cause mortality
no beneficial action of metformin on cardiovascular events                   includes deaths determined by causes on which metformin
has ever been reported in trials performed in non-diabetic                  is very unlikely to produce any effect (infections, accidents,
individuals [21].                                                           etc.). Interestingly, all-cause mortality was actually increased
   Metformin appeared to be associated with a reduction of car-             in the two trials with events in which metformin was added to
diovascular events in trials of longer duration. This suggests that         a pre-existing therapy with sulphonylureas. A significantly
the drug could have a beneficial effect, which becomes evident               higher mortality with metformin plus sulphonylurea in
only after several years of treatment. Furthermore, the limited             comparison with sulphonylurea alone, observed in the UKPDS
statistical power to detect a protective effect of metformin on             combination study had been dismissed by the authors as



226 Lamanna et al.                                                                                                Volume 13 No. 3 March 2011
DIABETES, OBESITY AND METABOLISM                                                                    original article
a casual finding, because of the small sample size [10]; a          Conflict of Interest
similar, although non-significant, result was obtained in the
comparison of sulphonylurea/metformin combination with             The corresponding author confirms that he had full access to all
                                                                   the data in the study and had final responsibility for the decision
rosiglitazone/metformin in the RECORD trial [13]. If studies
                                                                   to submit for publication. C. L. has received consultancy fees
in which metformin is added to a sulphonylurea are excluded
                                                                   from Eli Lilly, research grants from Eli Lilly, and speaking
from the analysis, a significant reduction of cardiovascular
                                                                   fees from Eli Lilly, Novo Nordisk and Sanofi-Aventis. M. M.
mortality, and a non-significant trend toward a reduction
                                                                   has received speaking fees from Eli Lilly MSD, Guidotti and
of all-cause mortality, is observed. Although those results
                                                                   Sanofi-Aventis. N. M. has received speaking fees from Eli Lilly,
are far from conclusive, the possibility of an increased
                                                                   Novo Nordisk and Sanofi-Aventis, and research grants from
mortality associated with combination therapy of metformin
                                                                   Eli Lilly, Novo Nordisk and Sanofi-Aventis. E. M. has received
with sulphonylureas, which is also suggested by several
                                                                   consultancy fees from Eli Lilly and Novo Nordisk, speaking
epidemiological studies [23,24], deserves further investigation.
                                                                   fees from Eli Lilly, MSD, Guidotti, Novartis, Astra Zeneca,
If such a negative interaction exists, this could lead to an
                                                                   Novo Nordisk and Sanofi-Aventis, and research grants from
underestimation of the actual effects of metformin, per se,
                                                                   Eli Lilly, Novo Nordisk and Sanofi-Aventis. M. M. and E. M.
on all-cause and cardiovascular mortality. The mechanisms
                                                                   designed the study and did analysis. C. L., M. M. and E. M.
underlying the potential interaction between metformin
                                                                   did data collection. C. L., M. M., N. M. and E. M. wrote the
and sulphonylureas are presently unknown. Interestingly, in
                                                                   manuscript.
epidemiological studies, the increase of mortality associated
with metformin/sulpfonylurea combinations is more evident
among patients with known coronary artery disease [25];            Supporting Information
furthermore, the combination of metformin with glyburide is
                                                                   Additional Supporting Information may be found in the online
associated with higher mortality rates in comparison with other    version of this article:
drugs of the same class with lower myocardial affinity [26]. On        Table S1. Checklist of items to include when reporting a
the basis of these data, it can be speculated that metformin       systematic review or meta-analysis.
potentiates the unfavourable effect of sulphonylureas on the          Table S2. Characteristics of included randomized clinical
ischaemic myocardium.                                              trials.
   Ideally, the cardiovascular effect of a pharmacological            Appendix S1. List of references.
treatment should be verified through randomized trials with            Please note: Wiley-Blackwell are not responsible for the
major cardiovascular events as the primary endpoint. However,      content or functionality of any supporting materials supplied
additional information can be obtained from the analysis           by the authors. Any queries (other than missing material)
of serious adverse events recorded in trials with other,           should be directed to the corresponding author for the article.
non-cardiovascular, endpoints. Recently, the Food and Drug
Administration has recommended to use such approach with
phase III trials, to assess the cardiovascular safety of drugs     References
for diabetes prior to registration (www.fda.gov). Interestingly,    1. Nathan DM, Buse JB, Davidson MB et al. Medical management of
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original article                                                                                       DIABETES, OBESITY AND METABOLISM


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228 Lamanna et al.                                                                                                           Volume 13 No. 3 March 2011

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METFORMINA E CVD META-ANÁLISE

  • 1. original article Diabetes, Obesity and Metabolism 13: 221–228, 2011. © 2011 Blackwell Publishing Ltd Effect of metformin on cardiovascular events and mortality: a meta-analysis of randomized clinical trials original article C. Lamanna1 , M. Monami2 , N. Marchionni2 & E. Mannucci1 1 Diabetes Agency, Careggi Teaching Hospital, Florence, Italy 2 Section of Geriatric Cardiology and Medicine, Department of Cardiovascular Medicine, University of Florence and Careggi Teaching Hospital, Florence, Italy Aim: Some studies suggested that metformin could reduce cardiovascular risk to a greater extent than that determined by glucose reduction. Aim of the present meta-analysis is to assess the effects of metformin on the incidence of cardiovascular events and mortality. Methods: An extensive search of Medline, EMBASE and the Cochrane Library (any date up to 31 October 2009) was performed for all trials containing the word ‘metformin’. Randomized trials with a duration ≥52 weeks were included. A meta-regression analysis was also performed to identify factors associated with cardiovascular morbidity and mortality in metformin-treated patients. Results: A total of 35 clinical trials were selected including 7171 and 11 301 participants treated with metformin and comparator, respectively, who had 451 and 775 cardiovascular (CV) events, respectively. Overall, metformin was not associated with significant harm or benefit on cardiovascular events (MH-OR 0.94[0.82–1.07], p = 0.34). A significant benefit was observed in trials versus placebo/no therapy (MH-OR 0.79[0.64–0.98], p = 0.031), but not in active-comparator trials (MH-OR 1.03[0.72–1.77], p = 0.89). Meta-regression showed a significant correlation of the effect of metformin on cardiovascular events with trial duration and with minimum and maximum age for inclusion, meaning that the drug appeared to be more beneficial in longer trials enrolling younger patients. It is likely that metformin monotherapy is associated with improved survival (MH-OR: 0.801[0.625–1.024], p = 0.076). However, concomitant use with sulphonylureas was associated with reduced survival (MH-OR: 1.432[1.068–1.918], p = 0.016). Conclusion: Available evidence seems to exclude any overall harmful effect of metformin on cardiovascular risk, suggesting a possible benefit versus placebo/no treatment. The observed detrimental effect of the combination with sulphonylureas deserves further investigation. Keywords: cardiovascular events, meta-analysis, metformin, mortality, type 2 diabetes Date submitted 28 August 2010; date of first decision 28 September 2010; date of final acceptance 20 October 2010 Introduction trial specifically designed for the assessment of the effects of metformin on cardiovascular events has ever been performed Metformin is recommended as the first-line drug for type so far. As a result, patients enrolled in metformin trials often 2 diabetes by most International guidelines [1–5]. The have a lower cardiovascular risk, leading to the observation of preference for metformin over other available drugs is a limited number of events. based on its efficacy on blood glucose control, tolerability, When several underpowered and discordant studies are safety and low cost [1–5]. Furthermore, metformin has a favourable action on several risk factors, including lipids, body available, a meta-analysis can add relevant information. The weight and blood pressure [6,7]. Experimental studies have two available meta-analyses of trials with metformin providing also shown that this drug could have beneficial effects on information on cardiovascular events [11,12] failed to detect fibrinolysis and platelet aggregation [8,9]. The UK Prospective any effect of the drug on cardiovascular morbidity and Diabetes Study (UKPDS) reported that long-term treatment mortality. Both analyses were restricted to trials performed with metformin could reduce cardiovascular morbidity and on type 2 diabetic patients, which is the only approved mortality in type 2 diabetes to a greater extent than other indication of metformin, and they did not include some agents with similar glucose-lowering effect [10], suggesting that recent trials, such as RECORD [13]. One of the two meta- the cardiovascular protection conferred by metformin could analysis included also studies of short duration, which could go beyond that determined by the improvement of glucose have diluted the cardiovascular effects of the drug [11]. The control. other meta-analysis [12] assessed the effects of metformin The heterogeneity of results of clinical trials assessing the only in monotherapy, excluding trials in which the dug was cardiovascular effects of metformin could be due, at least partly, associated with other glucose-lowering agents; this eliminates to their inadequate size for this specific endpoint; in fact, no the possible interference of co-treatment, but it restricts the applicability of results, considering that the large majority of Correspondence to: Dr. Edoardo Mannucci, Diabetes Agency, Careggi Teaching Hospital, metformin-treated patients are also receiving other glucose- Via delle Oblate 4, Florence 50141, Italy. E-mail: edoardo.mannucci@unifi.it lowering therapies [14].
  • 2. original article DIABETES, OBESITY AND METABOLISM The aim of the present meta-analysis is to assess the effects using the Egger’s test. Mantel–Henzel Odds Ratio (MH-OR) of metformin on the incidence of cardiovascular events and was calculated for cardiovascular events, using a random- mortality. effects model. Separate analyses were performed for trials with different comparators or exploring the effects of metformin as add-on to different therapies and for those including either Methods diabetic or non-diabetic patients. Separate analyses were also The meta-analysis was reported following the PRISMA checklist performed for trials including patients aged <30 or >65 ([15], Table S1). years. A meta-regression was performed to identify moderators of the effects of metformin on cardiovascular morbidity. Baseline characteristics possibly associated with cardiovascular Data Sources morbidity and mortality included metformin dose, duration An extensive search of Medline, EMBASE and the Cochrane of trial, minimum and maximum age, HbA1c and BMI for Library (any date up to 31 October 2009, restricted to inclusion, as well as mean age, BMI, lipid profile, HbA1c and randomized clinical trials, published in English) was performed fasting blood glucose of patients at enrolment and proportion for all trials containing in any field the word ‘metformin’. No of women enrolled. All these analyses were performed using attempt was made at identifying and retrieving unpublished Comprehensive Meta-Analysis, version 2.2.046 (NJ, USA). studies. Power calculation for each endpoint was performed on the basis of observed proportion of incident cases in control groups, using Lenth’s Piface version 1.72, and calculating the Study Selection minimum risk reduction in the metformin group to obtain a All trials comparing metformin with placebo, active glucose- 90% power for a p < 0.05, considering the sample sizes actually lowering therapies, or no therapy, were included, provided that available. their duration was ≥52 weeks and that concurrent therapies were not different in metformin and comparator arms. The database included trials in which cardiovascular events were a Results pre-defined endpoint, together with trials designed for other The process of trial retrieval and selection is summarized in (mainly metabolic) endpoints. figure 1. A total of 35 clinical trials were selected including 7171 and 11 301 participants treated with metformin and Data Extraction comparator, respectively, who had 451 and 775 CV events, respectively. The median duration of trials was 112 weeks Data were retrieved from the paper reporting the main (range: 52–343 weeks) with a total follow-up was 71 123 results of each trial; missing information was searched for patient × years (Table 1). The number of events reported in in other publications on the same trial. Data for analysis were each trial is summarized in Table 2. Of the trials retrieved, extracted independently by two observers (C. L. and M. M.) eight did not describe major cardiovascular events. Those trials and potential conflicts were resolved by a senior investigator (E. M.). Cardiovascular events were defined as either fatal or non-fatal cases of myocardial infarction, stroke and peripheral Medline/Cochrane/Embase artery disease or other cardiovascular death. Results on all- n = 723 cause and incidence of heart failure (as serious adverse event) Short (<52 weeks) were also retrieved. n = 585 Metformin in both Data Synthesis and Analysis arms n = 18 The quality of trials was assessed using some of the parameters Not metformin proposed by Jadad et al. [16]. The score was not used as a n=8 criterion for the selection of trials, whereas some items were Mixed therapy used only for descriptive purposes (Table S2). Heterogeneity n = 37 was assessed using Q statistics; if no heterogeneity was detected, we applied both a random-effects and a fixed-effects Not RCT n=3 model. We report here the results of the random-effects model, because the validity of tests of heterogeneity can Not human n=2 be limited with a small number of component studies [17]. Publication bias was assessed by a visual inspection of the Duplicate n = 35 Begg’s funnel plot; the Egger’s test was used to provide statistical evidence of funnel plot symmetry. These tests Selected trials are based on the unproven hypothesis that smaller studies n = 35 have a greater publication bias, whereas large-scale trials are unlikely to escape public knowledge. A Begg’s Funnel plot was drawn for the assessment of publication bias, explored Figure 1. Trial flow diagram. RCT, randomized clinical trial. 222 Lamanna et al. Volume 13 No. 3 March 2011
  • 3. DIABETES, OBESITY AND METABOLISM original article Table 1. Characteristics of included randomized clinical trials. Study Metformin (Reference)∗ In Follow-up dosage Sample size Mean age† Male† Mean HbA1c† type 2 diabetes (weeks) Comparator (mg/day) number (Met/C) Add-on to (years) (%) (%) Hermann [32] 52 Placebo 1.700 16/19 None 57.5 54.2 8.9 Yki—Yarvinen [33] 52 Glibenclamide 2.000 19/22 Insulin 59.0 58.5 9.8 52 Insulin 2.000 19/24 Gliben 59.0 58.5 9.8 Campbell [34] 52 Glipizide 1.000 24/24 None 57.0 33.3 11.6 Klein [35] 52 Insulin 2.550 25/25 SU 67.0 24.0 12.4 Vahatalo [36] 52 None 2.500 26/11 Insulin 62.0 67.3 9.9 52 Glipizide/ 2.500- 26/15 Insulin 62.0 67.3 9.9 Yamanouchi [37] 52 Glimepiride 750 39/37 None 54.9 50.0 9.9 52 Pioglitazone 750 39/38 None 54.9 50.0 10.1 Douek [38] 52 Placebo 2.000 92/91 None/SU 58.0 65.0 9.8 Schweizer [39] 52 Vildagliptin 2.000 254/526 None 53.2 54.3 8.7 Shernthaner [40] 52 Pioglitazone 2.000 597/597 None 56.5 55.2 8.7 Derosa [41] 64 Pioglitazone 3.000 67/69 None 54.5 48.6 9.1 Gregorio [42] 76 Placebo 1.700 89/85 SU 74.5 47.1 10.3 Teupe [43] 104 Placebo 1.700 50/50 None 53.7 40.0 9.0 Charbonnel [44] 104 Pioglitazone 2.550 320/319 SU 60.0 54.0 8.8 Barnett [45] 128 Insulin NR 211/235 SU 57.8 NR 9.8 Maji [46] 156 None 500 48/90 None NR 40.1 7.4 156 Rosiglitazone 500 48/48 None NR 40.1 7.4 156 Acarbose 500 48/48 None NR 40.1 7.4 Kahn (ADOPT) [47] 208 Glibenclamide 2.000 1454/1441 None 57.0 56.9 7.3 208 Rosiglitazone 2.000 1454/1456 None 57.0 56.9 7.3 Kooy [48] 220 Placebo 2.000 196/194 None 61.5 45.6 7.9 Home (RECORD) [12] 260 Rosiglitazone 2.550 1122/1103 SU 59.7 49.8 8.0 UKPDS 34‡ [10] 556 SU/Insulin 2.550 342/951 None 58 60.0 7.5 556 None 2.550 342/411 None 58 60.0 7.5 UKPDS 34‡ bis [10] 343 None 2.550 268/269 SU 59 60.0 7.5 Palomba [49] 52 Placebo 1.700 15/15 PCOS 24.5 0.0 NR Ibanez [50] 52 Placebo 850 12/12 PCOS 12.4 0.0 NR Harborne [51] 52 Placebo 1.500 26/26 PCOS 31.5 0.0 NR Tomazic [52] 52 Rosiglitazone 1.000 30/30 HIV 42.3 NR NR Li [53] 52 Placebo 2.000 33/37 IGT 49.5 71.4 7.3 Martinez [54] 52 Placebo 1.700 35/73 HIV 41.6 25.0 NR Gambineri [55] 52 Placebo 1.700 40/40 PCOS 26.5 0.0 NR Lund [56] 52 Placebo 2.000 49/51 DM1§ 45.5 64.0 9.5 Charles (BIGPRO, [57]) 52 Placebo 1.700 164/160 IGT 49.0 33.0 NR Zhang [58] 76 None 750 49/45 NGT 53.5 43.5 NR Stakos [59] 104 Glipizide 500 59/25 NGT 40.7 25.0 NR 104 Placebo 500 59/97 NGT 40.7 25.0 NR Shuster [60] 104 Placebo 500 45/81 NGT NR NR NR Ramachandran [61] 156 None 500 262/269 IGT 45.0 79.2 6.2 Knowler (DPP, [11]) 156 Placebo 1.700 1073/1082 IGT 50.3 32.4 5.9 Ibanez [62] 208 Placebo 425 19/19 EPG 8.4 0.0 NR Met/C, metformin versus comparators; Gliben., glibenclamide; SU, sulphonylureas; Charact., characteristics; DM1, type 1 diabetes mellitus; PCOS, polycystic ovary syndrome; NR, not reported; IGT, impaired glucose tolerance; HIV, HIV infected patients; EPG, early puberty in girls. ∗ See Appendix S1 for references [32–62]. †Mean value between metformin- and comparator group. ‡The UKPDS 34 was divided into two separate studies. §Add-on to insulin. were excluded from the analysis, along with studies with no indications of the drug. The total number of events was 451 events (n = 15). The meta-analysis on cardiovascular events and 775 in metformin and comparator groups, respectively. was therefore performed on 12 trials (5455 and 8996 patients The shape of the Begg’s funnel plot (figure 2) did not reveal on metformin and comparators, respectively), 2 and 10 of any evidence of obvious asymmetry and the results of Egger’s which were performed in non-diabetic and diabetic patients, test did not suggest any evidence of publication bias (p = 0.46). respectively. All trials on diabetic patients included in the meta- The trials included in the meta-analysis had a Q = 10.08 (p = analysis were performed in type 2 diabetes, within the approved 0.46), suggesting the lack of relevant heterogeneity. Volume 13 No. 3 March 2011 doi:10.1111/j.1463-1326.2010.01349.x 223
  • 4. original article DIABETES, OBESITY AND METABOLISM Table 2. Outcome variables in individual studies included in the meta-analysis. Study Myocardial (Reference)∗ In CVD morbidity Infarction Stroke Chronic heart All-cause CVD mortality type 2 diabetes (Met/C) (Met/C) (mg/day) failure (Met/C) mortality (Met/C) (Met/C) Hermann [32] 1/0 1/0 0/0 0/0 0/0 0/0 Yki—Yarvinen [33] 0/0 0/0 0/0 0/0 1/0 0/0 0/0 0/0 0/0 0/0 1/0 0/0 Campbell [34] 0/0 0/0 0/0 0/0 0/0 0/0 Klein [35] 2/0 1/0 1/0 0/0 0/0 0/0 Vahatalo [36] NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR Yamanouchi [37] 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 Douek [38] NR/NR NR/NR NR/NR NR/NR 0/0 0/0 Schweizer [39] NR/NR† 2/0 NR/NR NR/NR 0/0 0/0 Shernthaner [40] 23/22 NR/NR NR/NR NR/NR 2/3 NR/NR Derosa [41] 0/0 0/0 0/0 0/0 0/0 0/0 Gregorio [42] 0/0 0/0 0/0 0/0 0/0 0/0 Teupe [43] 1/0 1/0 0/0 0/0 0/0 0/0 Charbonnel [44] NR/NR NR/NR NR/NR NR/NR 0/0 0/0 Barnett [45] NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR Maji [46] NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR Kahn (ADOPT, [47]) 58/41 23/18 19/17 19/9 31/31 NR/NR 58/62 23/27 19/16 19/22 31/34 NR/NR Kooy [48] 46/45 28/25 9/9 3/4 9/6 3/1 Home (RECORD, [12]) 169/163 NR/NR NR/NR NR/NR 72/54 NR/NR UKPDS 34‡ [10] 57/211 39/139 12/60 11/NR 50/190 25/NR 57/105 39/73 12/23 11/17 50/89 25/53 UKPDS 34‡ bis [10] 71/73 31/33 15/13 9/6 46/30 25/13 In other conditions Palomba [49] 0/0 0/0 0/0 0/0 0/0 0/0 Ibanez [50] 0/0 0/0 0/0 0/0 0/0 0/0 Harborne [51] 0/0 0/0 0/0 0/0 0/0 0/0 Tomazic [52] 0/0 0/0 0/0 0/0 0/0 0/0 Li [53] 0/0 0/0 0/0 0/0 0/0 0/0 Martinez [54] 0/0 0/0 0/0 0/0 0/0 0/0 Gambineri [55] 0/0 0/0 0/0 0/0 0/0 0/0 Lund [56] 2/5 NR/NR NR/NR NR/NR 0/0 0/0 Charles (BIGPRO, [57]) 0/0 0/0 0/0 0/0 1/0 0/0 Zhang [58] 0/0 0/0 0/0 0/0 0/0 0/0 Stakos [59] 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 0/0 Shuster [60] NR/NR NR/NR NR/NR NR/NR NR/NR NR/NR Ramachandran [61] 5/6 NR/NR NR/NR NR/NR 1/2 0/1 Knowler (DPP, [11]) 16/42 NR/NR NR/NR NR/NR NR/NR 1/6 Ibanez [62] 0/0 0/0 0/0 0/0 0/0 0/0 CVD, cardiovascular disease; Met/C, metformin versus comparators; NR, not reported. ∗ See Appendix S1 for references [32–62]. †There are further serious adverse events but they are not specified (with the exception of myocardial infarction). ‡The UKPDS 34 was divided into two separate studies. Overall, metformin treatment did not produce any with rosiglitazone (n = 2), the OR for major cardiovascular significant effect on cardiovascular events (figure 3). Separate events in patients treated with metformin was 1.06[0.87–1.28] analyses provided similar results for diabetic and non-diabetic (p = 0.57). The drug reduced cardiovascular morbidity only in patients, and for trials in which metformin was used as trials with protocols which allowed the enrolment of patients add-on to different therapies. Metformin was associated with a aged <30 years, and in those which excluded patients aged >65 significant reduction of cardiovascular events in comparisons years (figure 4). No significant effect of metformin was observed with placebo or no therapy, whereas no such effect was observed on the incidence of myocardial infarction, stroke or heart failure in active-comparator trials (figure 4). In direct comparisons (MH-OR 0.90[0.71–1.14], 0.92[0.65–1.29], 1.12[0.25–9.04] 224 Lamanna et al. Volume 13 No. 3 March 2011
  • 5. DIABETES, OBESITY AND METABOLISM original article Funnel Plot of Standard Error by MH log odds ratio # trials MH-OR 95%· CI p 0.1 1.0 10.0 0·0 Diabetes Yes 10 0·949 0·820 1·070 0·342 No 2 0·780 0·462 1·315 0·516 0·5 Add-on to None 8 0·894 0·734 1·090 0·270 Standard Error Insulin 1 0·391 0·108 2·121 0·280 1·0 Sulfanylureas 3 1·012 0·829 1·234 0·911 Comparator Placebo/None 8 0·794 0·644 0·979 0·031 1·5 TZDs 3 1·001 0·831 1·207 0·991 Others 3 1·065 0·539 2·102 0·857 2·0 Trial characteristics –2·0 –1·5 –1·0 –0·5 0·0 0·5 1·0 1·5 2·0 Age< 30 yrs 4 0·758 0·608 0·945 0·014 Age> 30 yrs 5 1·046 0·885 1·237 0·597 MH log odds ratio Age< 65 yrs 3 0·775 0·600 1·001 0·051 Age> 65 yrs 5 1·053 0·890 1·247 0·545 Figure 2. Funnel plot of standard error by standardized difference in means (cardiovascular events). Figure 4. Separate analyses to explore the differential effects of metformin on cardiovascular events. TZDs, Thiazolidinediones; yrs, years; MH-OR, 0.01 0.1 1.0 10.0 100.0 Mantel–Henzel odds ratio; CI, confidential intervals. MH-OR (95%. CI) p Knowler [DPP,11] 0.764 0.427 1.365 0.363 # trials MH-OR 95%· CI p Kooy [48] 1.015 0.635 1.624 0.949 Diabetes Yes 8 1·114 0·794 1·565 0·532 Lund [56] 0.391 0.072 2.121 0.277 No 2 0·961 0·140 6·586 0·967 Hermann [32] 3.774 0.144 99.241 0.426 UKPDS 34 bis [10] 0.958 0.654 1.403 0.825 UKPDS 34 [10] 0.662 0.485 0.903 0.009 Add-on to None 7 0·801 0·625 1·024 0·076 Ramachandran [61] 0.853 0.257 2.829 0.795 Sulfanylureas 2 1·432 1·068 1·918 0·016 Teupe [43] 3.061 0.122 76.949 0.497 ADOPT [47] 1.127 0.812 1.565 0.475 RECORD [12] 1.023 0.810 1.291 0.851 Comparator Placebo/None 5 1·074 0·560 2·061 0·830 Shernthaner [40] 1.047 0.577 1.900 0.879 Active 8 0·969 0·747 1·258 0·815 Klein [35] 5.426 0.247 118.958 0.283 Overall 0.937 0.820 1.070 0.339 Overall 10 1·103 0·804 1·513 0·544 Figure 3. Effect of metformin on cardiovascular events across all randomized clinical trials included in the analysis. The size of the data Figure 5. Separate analyses to explore the differential effects of metformin markers represents the relative weight of the trial according to patient- on all-cause mortality. MH-OR, Mantel–Henzel odds ratio; CI, years. MH-OR, Mantel–Henzel odds ratio; CI, confidential intervals. See confidential intervals. Appendix S1 for references [32–62]. was observed (MH-OR 0.554[0.356–0.890], p = 0.014). At meta-regression, the drug appeared to have a more beneficial in eight, five and six trials with at least one event, respectively; effect on all-cause mortality in trials of longer duration (Inter- all p > 0.35). At meta-regression, the effect of metformin cept: 0.612[0.138–1.087]; Slope: −0.002[−0.003 to −0.00004], on cardiovascular events appeared to be greater in trials of p = 0.008), and in those enrolling a higher proportion of duration, and in those with lower minimum and maximum women (Intercept: 2.237[0.184–4.290]; Slope: −0.039[−0.076 age for inclusion, meaning that the drug appeared to be more to −0.003], p = 0.034). beneficial in longer trials enrolling younger patients (Table 3). The total sample size of trials included in the meta-analysis All-cause and cardiovascular mortality could be analysed in has a 90% power to detect a reduction of risk in the metformin ten and five trials with at least one event, respectively (Table 2). group, in comparison with controls, of 18, 29, 42 and 59% for all Metformin did not appear to have any effect on all-cause cardiovascular events, myocardial infarction, stroke and heart mortality, both in diabetic or non-diabetic patients, and in failure, respectively; the corresponding figures for all-cause and trials comparing metformin either with placebo/no therapy or cardiovascular mortality are 23 and 55%, respectively. with active comparators. A significant increase of mortality was detected in the two trials in which metformin was added to sulphonylureas, whereas a trend toward improved survival Discussion was observed in studies on metformin monotherapy, although Despite the efforts at controlling blood glucose and asso- it did not quite reach full statistical significance (figure 5). ciated risk factors, cardiovascular morbidity and mortality Similar results were obtained for cardiovascular mortality: the remain higher in diabetic patients than in the rest of the MH-OR in the five available trials was 0.923[0.361–2.320] population [18]. The accurate treatment of hyperglycaemia is (p = 0.86); when the four trials on metformin monotherapy considered one of the tools for preventing cardiovascular dis- were analysed separately, a significant reduction of mortality ease, in type 1 as well as in type 2 diabetic patients [19,20]. Many Volume 13 No. 3 March 2011 doi:10.1111/j.1463-1326.2010.01349.x 225
  • 6. original article DIABETES, OBESITY AND METABOLISM Table 3. Moderators of the effect of metformin treatment on cardiovascular events. Cardiovascular events Moderator Intercept Slope p Trial duration (weeks) 0.24 [−0.06 to 0.055] −0.001 [−0.002 to − 0.0001] 0.02 Age (years) −1.540 [−4.121 to 1.042] 0.02 [−0.02 to 0.07] 0.26 Sex (male) 0.325 [−0.621 to 1.266] −0.007 [−0.021 to 0.019] 0.41 Duration of diabetes (years) −0.143 [−0.490 to 0.203] 0.011 [−0.032 to 0.054] 0.79 HbA1c at baseline (%) −1.012 [−2.670 to 0.633] 0.121 [−0.094 to 0.349] 0.26 BMI at baseline (kg/m2 ) −1.721 [−4.629 to 1.177] 0.051 [−0.038 to 0.151] 0.26 FPG (mg/dl) −0.421 [−1.456 to 1.0.617] 0.040 [−0.078 to 0.151] 0.50 Metformin dosage (mg/day) 0.154 [−0.749 to 1.055] −0.001 [−0.0001 to 0.001] 0.63 Minimum age∗ (years) −0.651 [−1.319 to 0.021] 0.021 [0.009–0.041] 0.049 Maximum age∗ (years) −1.791 [−3.592 to 0.081] 0.022 [0.001–0.054] 0.050 FPG, Fasting Plasma Glucose. ∗ Min/Max, minimum and maximum age for inclusion in the trial. classes of drugs have been shown to be effective as glucose- single endpoints, such as myocardial infarction, stroke or heart lowering agents, at least in the short and medium term; it has failure, could have prevented the observation of some beneficial been suggested that some of these molecules, including met- action. It should also be considered that the significant result formin, could confer a cardiovascular protection beyond the in studies versus placebo/no therapy is largely driven by one beneficial effect of the improvement of glucose control [6–9], trial, the UKPDS [10], the results of which are discordant from because of the reduction of total and LDL cholesterol, triglyc- most of other available evidence. The UKPDS was performed eride body weight and blood pressure [6,7]. Furthermore, much earlier than most large-scale trials assessing the effects of treatment with metformin is associated with enhanced fib- metformin on cardiovascular events [13,21]; the greater accu- rinolysis and reduced platelet hyperaggregation [8,9]. It has racy in the treatment of extra-glycaemic cardiovascular risk also been suggested that the reduction of hyperinsulinemia, in factors in recent years, which reduced the overall incidence insulin-resistant type 2 diabetic subjects, could have beneficial of myocardial infarction and stroke in diabetic patients, could effects on cardiovascular risk [8]. have limited the possibility of further, drug-induced beneficial We show here that, despite all these interesting properties, effects on cardiovascular events. metformin does not appear to have any relevant additional Differences in the characteristics of the patients enrolled effect on cardiovascular events, apart from that determined could theoretically provide an explanation for the discrepancies by its glucose-lowering action. Although individual studies in results of clinical trials. The meta-regression approach was may lack the statistical power to detect differences between used to investigate this hypothesis, showing that lower age treatments, the meta-analytical approach overcomes this limits for inclusion are associated with a greater cardiovascular difficulty, at least for the composite endpoint of all major benefit of metformin. This result parallels the progressive cardiovascular events. In fact, power calculations showed that reduction of the efficacy of other treatments on cardiovascular the overall sample would have been sufficient to detect a morbidity and mortality with increasing age [22]. It should also between-group difference in the incidence of cardiovascular be considered that prevention of cardiovascular events usually events as small as 18%. Our results confirm those reported in a requires long-term treatment of risk factors; it is possible that previous meta-analysis which did not include some of the most the effect of metformin on this outcome could have been recent trials (26 trials, including RECORD [13]). Interestingly, blunted by the inclusion of some shorter-term trials. metformin was associated with a reduction of cardiovascular A trend toward a reduction in mortality was observed in risk when compared with placebo or no therapy, whereas its patients on metformin monotherapy, in comparison with effect disappeared when including active-comparator trials. It placebo or no treatment, but this difference did not reach can be speculated that the cardiovascular protection conferred full statistical significance. Considering that the number of by metformin is largely because of the improvement of blood deaths in clinical trials is obviously smaller than that of all (fatal glucose control; this would explain the lack of additional effects and non-fatal) major cardiovascular events, the negative result in comparison with other agents, similarly effective as glucose- could be because of an insufficient sample size, particularly lowering treatments, in active-comparator trials [13]. In fact, for cardiovascular mortality. Furthermore, all-cause mortality no beneficial action of metformin on cardiovascular events includes deaths determined by causes on which metformin has ever been reported in trials performed in non-diabetic is very unlikely to produce any effect (infections, accidents, individuals [21]. etc.). Interestingly, all-cause mortality was actually increased Metformin appeared to be associated with a reduction of car- in the two trials with events in which metformin was added to diovascular events in trials of longer duration. This suggests that a pre-existing therapy with sulphonylureas. A significantly the drug could have a beneficial effect, which becomes evident higher mortality with metformin plus sulphonylurea in only after several years of treatment. Furthermore, the limited comparison with sulphonylurea alone, observed in the UKPDS statistical power to detect a protective effect of metformin on combination study had been dismissed by the authors as 226 Lamanna et al. Volume 13 No. 3 March 2011
  • 7. DIABETES, OBESITY AND METABOLISM original article a casual finding, because of the small sample size [10]; a Conflict of Interest similar, although non-significant, result was obtained in the comparison of sulphonylurea/metformin combination with The corresponding author confirms that he had full access to all the data in the study and had final responsibility for the decision rosiglitazone/metformin in the RECORD trial [13]. If studies to submit for publication. C. L. has received consultancy fees in which metformin is added to a sulphonylurea are excluded from Eli Lilly, research grants from Eli Lilly, and speaking from the analysis, a significant reduction of cardiovascular fees from Eli Lilly, Novo Nordisk and Sanofi-Aventis. M. M. mortality, and a non-significant trend toward a reduction has received speaking fees from Eli Lilly MSD, Guidotti and of all-cause mortality, is observed. Although those results Sanofi-Aventis. N. M. has received speaking fees from Eli Lilly, are far from conclusive, the possibility of an increased Novo Nordisk and Sanofi-Aventis, and research grants from mortality associated with combination therapy of metformin Eli Lilly, Novo Nordisk and Sanofi-Aventis. E. M. has received with sulphonylureas, which is also suggested by several consultancy fees from Eli Lilly and Novo Nordisk, speaking epidemiological studies [23,24], deserves further investigation. fees from Eli Lilly, MSD, Guidotti, Novartis, Astra Zeneca, If such a negative interaction exists, this could lead to an Novo Nordisk and Sanofi-Aventis, and research grants from underestimation of the actual effects of metformin, per se, Eli Lilly, Novo Nordisk and Sanofi-Aventis. M. M. and E. M. on all-cause and cardiovascular mortality. The mechanisms designed the study and did analysis. C. L., M. M. and E. M. underlying the potential interaction between metformin did data collection. C. L., M. M., N. M. and E. M. wrote the and sulphonylureas are presently unknown. Interestingly, in manuscript. epidemiological studies, the increase of mortality associated with metformin/sulpfonylurea combinations is more evident among patients with known coronary artery disease [25]; Supporting Information furthermore, the combination of metformin with glyburide is Additional Supporting Information may be found in the online associated with higher mortality rates in comparison with other version of this article: drugs of the same class with lower myocardial affinity [26]. On Table S1. Checklist of items to include when reporting a the basis of these data, it can be speculated that metformin systematic review or meta-analysis. potentiates the unfavourable effect of sulphonylureas on the Table S2. Characteristics of included randomized clinical ischaemic myocardium. trials. Ideally, the cardiovascular effect of a pharmacological Appendix S1. List of references. treatment should be verified through randomized trials with Please note: Wiley-Blackwell are not responsible for the major cardiovascular events as the primary endpoint. However, content or functionality of any supporting materials supplied additional information can be obtained from the analysis by the authors. Any queries (other than missing material) of serious adverse events recorded in trials with other, should be directed to the corresponding author for the article. non-cardiovascular, endpoints. Recently, the Food and Drug Administration has recommended to use such approach with phase III trials, to assess the cardiovascular safety of drugs References for diabetes prior to registration (www.fda.gov). Interestingly, 1. Nathan DM, Buse JB, Davidson MB et al. Medical management of metformin, unlike most older drugs, would comply with FDA hyperglycemia in type 2 diabetes: a consensus algorithm for the initiation requirements (i.e. OR < 1 with upper confidence limit <1.3 and adjustment of therapy: a consensus statement of the American for major cardiovascular events). Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care 2009; 32: 193–203. The prevention of cardiovascular disease in type 2 diabetic patients requires an accurate glycaemic control [1–5]. 2. International Diabetes Federation. Global Guidelines for Type 2 Diabetes. Brussels: IDF, 2005. Available from URL: http://www.idf.org/ Considering that the reduction of HbA1c is effective in the webdata/docs/IDF%20GGT2D.pdf. prevention of myocardial infarction [27–29], blood glucose 3. Meltzer S, Leiter L, Daneman D et al. Clinical practice guidelines for the should be maintained as close to normal as possible. An management of diabetes in Canada. Can Diab Assoc 1998; 159: S1–S29. aggressive approach to hyperglycaemia in type 2 diabetes is limited by the side effects of pharmacological treatments, 4. AACE Diabetes Mellitus Clinical Practice Guidelines Task Force. Medical guidelines for clinical practice for the management of diabetes mellitus. such as weight increase and hypoglycaemia [30], which could Endocrine Practice 2007; 13: 3–68. have a detrimental effect on cardiovascular mortality [27]. 5. National Institute for Health and Clinical Excellence. Type 2 diabetes: Metformin, which provides sustained glucose control with the management of type 2 diabetes. Available from URL: http://www. low hypoglycaemic risk, is a very interesting approach for nice.org.uk/CG66. Accessed 28 May 2008. cardiovascular protection. Although this drug does not appear 6. 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