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Unintended effects of statins from observational studies in the general population: systematic review and meta-analysis

Ana Filipa Macedo, Fiona Claire Taylor, Juan P Casas and 3 more

BMC Medicine · 2014 · Meta-analysis

doi:10.1186/1741-7015-12-51

Abstract

Background. Efficacy of statins has been extensively studied, with much less information reported on their unintended effects. Evidence from randomized controlled trials (RCTs) on unintended effects is often insufficient to support hypotheses generated from observational studies. We aimed to systematically assess unintended effects of statins from observational studies in general populations with comparison of the findings where possible with those derived from randomized trials.

Methods. Medline (1998 to January 2012, week 3) and Embase (1998 to 2012, week 6) were searched using the standard BMJ Cohort studies filter. The search was supplemented with reference lists of all identified studies and contact with experts in the field. We included prospective studies with a sample size larger than 1,000 participants, case control (of any size) and routine health service linkage studies of over at least one year duration. Studies in subgroups of patients or follow-up of patient case series were excluded, as well as hospital-based cohort studies.

Results. Ninety studies were identified, reporting on 48 different unintended effects. Statins were associated with lower risks of dementia and cognitive impairment, venous thrombo-embolism, fractures and pneumonia, but these findings were attenuated in analyses restricted to higher quality studies (respectively: OR 0.74 (95% CI 0.62 to 0.87); OR 0.92 (95% CI 0.81 to 1.03); OR 0.97 (95% CI 0.88 to 1.05); OR 0.92 (95% CI 0.83 to 1.02)); and marked heterogeneity of effects across studies remained. Statin use was not related to any increased risk of depression, common eye diseases, renal disorders or arthritis. There was evidence of an increased risk of myopathy, raised liver enzymes and diabetes (respectively: OR 2.63 (95% CI 1.50 to 4.61); OR 1.54 (95% CI 1.47 to 1.62); OR 1.31 (95% CI 0.99 to 1.73)).

Conclusions. Our systematic review and meta-analyses indicate that high quality observational data can provide relevant evidence on unintended effects of statins to add to the evidence from RCTs. The absolute excess risk of the observed harmful unintended effects of statins is very small compared to the beneficial effects of statins on major cardiovascular events.

Full text

From PubMed Central, U.S. National Library of Medicine, as current on Oct 25, 2026. Paragraph numbers are ours, so an answer can point at one.

Background

Randomized controlled trials (RCTs) of statins have demonstrated their efficacy in preventing cardiovascular diseases (CVD) but much less information has been reported on their unintended effects. In RCTs not all harmful effects can be easily anticipated, but even if measured, their reporting is inadequate. Under-reporting of unintended effects may affect the interpretation of the net clinical benefit, particularly among people at low cardiovascular risk.

The Cholesterol Treatment Trialists’ (CTT) collaboration, an individual patient data overview of statin trials, has provided strong evidence of benefit across all risk categories from secondary prevention to primary prevention. The CTT have confirmed an increased risk of myopathies (including rhabdomyolysis) and found no evidence of any increased risk of cancers.

Two recent meta-analyses of randomized trials have suggested that statins might be associated with a 9% increased relative risk of type 2 diabetes. This led to new safety alerts from both the USA Food and Drugs Administration and the UK Medicines and Health-products Regulatory Agency (MHRA). Statin-induced liver dysfunction also occurs, but its incidence in the general population, in contrast to trials, is not well defined.

Since the start of widespread use of statins in clinical practice, numerous observational studies in North America and Europe have provided contradictory results on the effect of statins on a wide range of unintended effects. The lack of coherence is not surprising given the inherent limitations in observational study designs, but is a source of considerable anxiety for the general public. Unfortunately, more robust evidence from RCTs on such unintended effects is often insufficient to support or refute hypotheses generated from observational studies, either because the relevant data were not collected or not reported.

Although potential biases and confounding have to be considered, population-based observational studies are more likely to include a broad representation of the population typically treated with statins. For these reasons, our objective was to systematically assess unintended effects of statins (with the exception of cancers) from observational studies in the general population.

Criteria for inclusion of studies

This review focused on observational studies of any unintended effects in general populations taking statins, compared with non-users. We included prospective studies with sample sizes larger than 1,000 participants, case control studies (of any size) and routine health service linkage studies of over at least one-year duration. Studies in subgroups of patients (for example, patients with familial hypercholesterolemia) or follow-up of patient case series were excluded, as well as hospital-based cohort studies (that is, cohort studies where the participants were selected among patients admitted to a certain hospital). Studies assessing lipid lowering drugs were included only if separate data on statins were presented, or if the study reported that statins accounted for the majority of the lipid lowering drugs used.

For purposes of this review, an unintended effect was any observational outcome reported (with the exception of cancers as there are no longer any serious concerns about excess cancer risk associated with statin use), either favorable or untoward. Efficacy endpoints of reduction in low-density lipoprotein (LDL) cholesterol and total cholesterol were not considered but observational assessments of cardiovascular endpoints were made to test the validity of the approach.

Search strategy

We searched Medline (1998 to January 2012, week 3) and Embase (1998 to 2012, week 6), using the standard BMJ Cohort studies filter. The search was limited to human studies, with no language restrictions (see Additional file 1: Text S1 for search strategy). Our search strategy aimed to detect observational studies that were concerned with statins used for treatment of cardiovascular diseases. We did not attempt to search with terms related to unintended consequences as specific difficulties arise when ‘unintended effect’ terms are added to a search strategy, because they are poorly reported, inadequately indexed, inconsistently described and can be new or unexpected at the time of searching. Since no search filter seemed to have high sensitivity and specificity in both Medline and Embase databases, we supplemented our search with reference lists of all identified studies (including reviews), and contacted experts in the field asking for additional relevant articles.

Study selection and data extraction

One author (AFM) screened all titles and abstracts for studies that could potentially meet the inclusion criteria (Additional file 1: Text S2). Full articles were retrieved for further detailed assessment by the same reviewer, who then extracted onto a predesigned form information on study design, sample size, study location and duration, drug use and definition of exposure to statins, characteristics of participants, relevant outcomes and effect estimates, and degree of adjustment.

Two authors (FT and AA) checked a random sample of 10% of the titles and the numbers extracted. This approach aimed to assess the magnitude of the discrepancies, which might then lead to a decision to double-check all articles. Since no discrepancies were identified, no further duplicate checking was conducted. We also contacted 71 authors to request additional information, ask for unpublished studies or clarify any uncertainty; 38 of them provided additional information.

Assessment of risk of bias

The risk of bias in observational studies was assessed using Newcastle-Ottawa Quality Assessment Scale (NOS) (Additional file 1: Text S3) according to the procedures recommended in the Cochrane Handbook of Systematic Reviews. One author (AFM) assessed the methodological quality of all the selected studies.

The NOS includes a ‘star system’ in which a study is judged on three domains: representativeness of study group selection (four items); comparability of groups (two items); and ascertainment of either the exposure or outcome (three items). When any item of NOS (for example, adequacy of follow-up period) was not reported, a zero score was allocated. Studies score one star for each area addressed, with scores between 0 and 9 (the highest level of quality).

Data analysis

All meta-analyses used random effects models. For binary outcomes, we assumed interchangeability of odds ratio (OR), relative risk (RR) or hazard ratio (HR). Since the majority of unintended effects of statins are fairly rare, these measures will be similar. Sensitivity analyses were carried out according to study design to explore the influence of different measures on the overall estimate of effect. The natural logarithms of effect estimates with 95% confidence intervals were pooled across studies using DerSimonian and Laird random-effects methods. If more than one effect estimate was reported, the one derived from the most adjusted model and with the longest follow-up was used. Where estimates for a study were provided for men and women, these were pooled into a single estimate.

For continuous outcomes reported in different units, we used the adjusted mean change from baseline to follow-up, for exposed and unexposed, to obtain the standardized mean difference (SMD). Analysis was conducted using the metan command in Stata software (version 12.0 by Stata Press, 4905 Lakeway Drive, College Station, Texas).

Heterogeneity

Because this review included only observational studies, a greater level of heterogeneity was expected. We used I2 statistic to assess between-study heterogeneity. Sensitivity analyses were undertaken to explore the influence of different variables on the overall estimate of effect and as potential sources of heterogeneity: study design (cohort versus case-control studies), quality of the study (higher quality for NOS ≥8 vs. NOS <8) and sample size (within three categories: ≤100,000, 100,000 to 1 million, >1 million).

We undertook this systematic review and meta-analysis according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) and MOOSE (Meta-analysis of Observational Studies in Epidemiology) guidelines during all stages of design, implementation and reporting (see Additional file 1: Text S4 and Additional file 1: Text S5 checklists). No original protocol for the review was produced.

Results

Figure 1 summarizes the study selection process (see Additional file 1: Text S2 for studies references). Additional file 1: Table S1 summarizes the characteristics of the 86 articles included, regarding study design, dataset, study population, sample size, follow-up duration and statin type. The analysis comprised 90 studies, 43 cohort studies and 47 case-control studies. Only 6% of the studies were conducted outside Europe (51%) or North America (43%). The mean age of participants ranged from 47.0 to 81.2 years and among the 21 studies that reported data on ethnicity, the most commonly investigated ethnic group was Caucasians (75%).

Forty-eight potential unintended effects of statins were identified, that is, described in at least one study. Definition of exposure to statins was assessed in numerous ways and included different types of statins. In 58 studies, exposure to statins was defined by at least one prescription or self-reported use during the study period.

A summary of the rating of risk of bias according to NOS is presented in Figure 2. The overall quality of the studies was high (mean score 7.1 out of a total possible of nine). All but six studies received six to nine “stars” in the NOS. The mean value of “assigned stars” was 7.4 (range 5 to 9) in the cohort studies and 6.8 (range 3 to 8) in the case control studies.

Meta-analysis

The summary effect estimates of each study were pooled to give a total estimate of risk for each outcome (Figure 3). Effect sizes from meta-analyses of RCTs or single large RCTs were also plotted when available for comparative purposes.

Neurologic and psychological effects

Thirteen studies with 2,762,899 participants examined the association between use of statins and incidence of any combination of the dichotomous outcomes: dementia, cognitive impairment without dementia (CIND) or Alzheimer’s disease (AD). An odds ratio of 0.70 (95% CI 0.59 to 0.83) was observed for those participants exposed to statins; but the higher quality studies showed an attenuated effect (OR 0.74, 95% CI 0.62 to 0.87) compared with the lower quality studies (OR 0.53, 95% CI 0.37 to 0.92) (Additional file 1: Figure S1-A). Marked between-study heterogeneity as indicated by high I2 values was observed which was not explained by stratifying by study quality. Similar association of statin use was observed when the analysis was restricted to incident Alzheimer’s disease (OR = 0.61; 95% CI 0.50 to 0.75), dementia (not Alzheimer’s) (OR = 0.73; 95% CI 0.61 to 0.88) and for incident Parkinson’s disease (OR = 0.84; 95% CI 0.74 to 0.95). One case control study recruited prevalent cases of Parkinson’s disease and observed a stronger risk reduction (OR = 0.37; 95% CI 0.19 to 0.72). This study was excluded from the pooled analysis because it was responsible for significant heterogeneity between studies (I2 = 63.2% vs. I2 = 51.8%).

Improved cognitive test scores were observed in two studies: standardized mean difference of 0.18 (95% CI 0.09 to 0.27). In a cohort study of 21 years, statin treatment was related to better performance in episodic memory and psychomotor speed tests (5 to 8% relative differences).

Four studies (108,449 participants) reported on peripheral neuropathy and no strong evidence of increased risk was observed (OR = 1.91; 95% CI 0.89 to 4.41, I2 = 73.9%, random effects model). Studies of low quality (NOS <8) showed a more pronounced association (OR = 2.57; 95% CI 1.04 to 6.32).

Four studies (735,143 participants) reported on depression and suicidal behavior. No evidence of increased risk was seen for these endpoints (OR = 0.83; 95% CI 0.50 to 1.39) and this result was consistent across sub-groups.

Eye disorders

The outcomes comprised age-related macular degeneration (AMD), cataract and glaucoma. No strong evidence of association was observed in the pooled analysis using random effects model for any of these outcomes (Figure 3).

Venous thromboembolism (VTE)

Using a random effects model, a relative risk reduction of VTE, which favored statin treatment by 26%, was observed (OR = 0.74; 95% CI 0.61 to 0.89). There was marked heterogeneity of effects across studies (I2 = 84.1%). Analysis restricted to the four studies with higher quality (NOS ≥8), including 2,737,152 participants, showed marked attenuation of the risk reduction (OR = 0.92; 95% CI 0.81 to -1.03).

Fractures

A relative risk reduction of fractures on statin treatment by 22% was observed (OR = 0.78; 95% CI 0.68 to 0.89, I2 = 91.2%) but this was markedly attenuated when analysis was restricted to the five higher quality studies (OR = 0.97; 95% CI 0.88 to 1.05) and in the cohort studies (OR = 0.85; 95% CI 0.72 to 1.00) and in the three largest studies (OR = 0.98; 95% CI 0.95 to 1.02; I2 = 0.0%) (Additional file 1: Figure S1-B).

Myopathy

A markedly increased risk of myopathy was observed (OR = 2.63; 95% CI 1.50 to 4.61, I2 = 98.2%), which was consistent in sub-groups by study design, quality and size but the heterogeneity remained. In a single study, statin treatment was related to an average reduction in grip strength (kg) from baseline of 0.24 kg (men) to 0.52 kg (women). No evidence of any increase in myopathy in primary prevention RCTs was found (RR = 1.03, 95% CI 0.97 to 1.09, I2 = 41%). CTT results demonstrated an increased risk of myopathy conferred by statins, and an observed excess of rhabdomyolysis of 1 (SE 1) per 10,000 in the 21 trials of standard statin regimens versus control (14 vs. 9 cases).

Incidence rates of events according to exposure and outcome definition were examined (Table 1), and in prospective studies ranged from 2.30 to 9.06 per 10,000 person-years, with an excess rate between 2.10 and 5.77 per 10,000 person-years. Two studies only reported data on absolute risk of myopathy (26 and 11 per 10,000 participants), corresponding to an estimated excess risk of 22 and 8 per 10,000 participants, respectively. One study presented what the authors called “prevalence rates” of any myopathic event, in diabetic and nondiabetic subjects, with rates of 242 and 268 per 10,000 person-years, respectively.

Liver disorder and raised liver enzymes

The definition of hepatic disorders was ascertained by medical codes for “acute liver disease” in the study by Smeeth et al., and by an ALT ≥120 IU/l among patients without chronic liver disease in the study by Hippisley-Cox et al. Both studies observed an increased risk of liver disorders. Smeeth et al. found an increased risk of incident liver disease in the first year after the index date (HR 1.51; 99% CI 1.19 to 1.91), but little or no increased risk after this time (HR 1.11; 99% CI 0.98 to 1.24); and Hippisley-Cox et al. found an increased risk of liver enzyme changes (HR = 1.54; 95% CI 1.47 to 1.62). Results were not pooled across the two definitions of liver disorders. Incidence of liver disorders in these two large prospective studies ranged from 44 to 120 per 10,000 participants, corresponding to an estimated excess risk of 16 and 50 per 10,000 participants, respectively (Table 1). In two additional studies, both gallstones and cholecystectomy events were less common in patients treated with statins (Additional file 1: Figure S2).

Renal disorder

No evidence of increased risk of renal disorder was observed (OR = 1.18; 95% CI 0.65 to 2.14, I2 = 99.2%). The observed heterogeneity might be due to different outcome definitions. The study by Hippisley-Cox et al. found an increased risk of “acute renal failure” ascertained by medical codes; while the study by Sukhija et al. found a protective effect of statins on renal dysfunction. A moderate rise in urinary albumin excretion (UAE) in statin users (+12.1%) compared with non-users (+3.6%), which was more pronounced with higher dose or duration of statin treatment has been reported, but with no change in glomerular filtration rate (GFR).

Type 2 diabetes

Overall, weak evidence of an increased risk of type 2 diabetes mellitus (T2DM) was observed (OR = 1.31; 95% CI 0.99 to 1.73, I2 = 72.1%). One cohort study (Women’s Health Initiative) of higher quality and larger sample size found stronger evidence of an increased risk of self-reported T2DM (OR = 1.47; 95% CI 1.32 to 1.64) for the groups of women who reported statin use at baseline and three years later. The cumulative incidence of T2DM after three years of statin treatment was 6.25%, corresponding to an excess risk of 2.25% (Table 1). This excess risk corresponds to a number needed to harm (NNH) of 44 patients (95% CI 35 to 60) for an additional case of diabetes over three years of statin treatment. Conversely, a nested case-control study using data from the General Practice Research Database (GPRD) found no association between statin use and T2DM development (OR = 1.10; 95% CI 0.83 to 1.46).

Rheumatoid arthritis and osteoarthritis

No increased risk of rheumatoid arthritis or osteoarthritis was observed (OR = 1.00; 95% CI 0.77 to 1.30, I2 = 75.7%), which was confirmed in the two cohort studies with higher quality and sample size (OR = 1.00; 95% CI 0.93 to 1.08), while the two case control studies reported conflicting results (Additional file 1: Figure S1-C).

One cohort study reported on the progression of osteoarthritis and observed a protective effect of statins (OR = 0.43; 95% CI 0.25 to 0.77). No association between statin treatment and other outcomes with a possible immune mechanism (psoriasis, multiple sclerosis or systemic lupus erythematosus) was found (Additional file 1: Figure S2).

Pneumonia

A risk reduction of pneumonia was observed (OR = 0.88; 95% CI 0.80 to 0.98, I2 = 61.7%), which was attenuated in analysis restricted to the three cohort studies with higher quality (NOS ≥8) (OR = 0.92; 95% CI 0.83 to 1.02) (Additional file 1: Figure S1-C). Smeeth et al. and Fleming et al. also found no association between statin treatment and infection-related outcomes, such as acute bronchitis, acute respiratory infections, other respiratory tract infections (no pneumonia) or urinary tract infections, (Additional file 1: Figure S2).

Other possible unintended effects

No evidence of excess risk of other possible unintended effects that have been suggested was found (Additional file 1: Figure S2). Expected risk reductions were observed for stroke and myocardial infarction. Some unexpected risk reductions were found. Current statin use was associated with a reduced risk of chronic obstructive pulmonary disease (COPD) (OR = 0.45; 95% CI 0.25 to 0.80) in a single study of only one-year duration in which the role of smoking was unclear. The other studies reporting protective associations between statin use and low urinary tract symptoms, subarachnoid hemorrhage and intra-cerebral hemorrhage were all small with poor assigned quality (NOS ≤6).

Discussion

We found no increased risk of peripheral neuropathy, depression, common eye diseases, renal disorders or arthritis associated with taking statins. Studies of higher quality did not show previously reported protective effects of statins on fractures, venous thrombo-embolism or pneumonia. Lower odds of dementia and cognitive impairment were associated with statin use but were attenuated in higher quality studies indicating that they may not be robust. There was evidence of an increase in myopathy, raised liver enzymes and diabetes. The pooled observational findings were heterogeneous which might reflect differences in study quality, the populations studied and how statin exposure and effects were measured.

Observational studies of effects of drugs are beset with problems of ‘confounding by indication’ which results in people on treatment often having worse outcomes than those not on treatment simply because they are sicker. In the studies reviewed here, investigators attempted to obtain comparable groups by a range of methods including simple matching, controlling for potential confounders and propensity score matching. None of these methods are as efficient as randomization in controlling for selection bias and confounding but for rare outcomes and to study typical patients using drugs in the general population, observational studies provide the only means of making assessments. Moreover, population-based observational studies provide reliable estimates of the incidence of effects experienced in the general population, important in evaluating the public health impact of an intervention, as this usually cannot be done reliably using randomized trial data (because of limited power and differences between trial samples and general populations).

Comparison of results with randomized trials

For unintended effects that had been reported in RCTs, the effect estimate derived from observational studies was compared with RCT findings to determine the extent to which observational studies were capable of obtaining robust findings. This approach has been used previously; and a recent study found no difference in the risk estimate of adverse effects of interventions derived from meta-analyses of RCTs and meta-analyses of observational studies, suggesting that these may be estimated reliably from observational data. For this comparison we used results from published data from the CTT collaboration, systematic reviews from the Cochrane collaboration or recent systematic reviews on specific unintended effects that superseded either of these sources. Pooled or single RCT estimates are presented below the observational pooled estimates for the higher quality studies and indicate that in the RCT and observational findings were broadly similar (Figure 3), although RCT estimates tended to be more conservative. Consistency between observational and RCT findings suggests that confounding by indication is unlikely to invalidate the observational results, particularly for estimates obtained from large, better quality observational studies.

Evidence from recent systematic reviews and meta-analyses of randomized trials showed no differences in risk of psychological outcomes, fractures, acute renal failure, arthritis or venous thromboembolism. A recent meta-analysis of randomized trials and prospective cohort studies concluded that long-term data may support a beneficial effect of statins in the prevention of dementia and another review of statins and cognitive impairment found no strong evidence of an association with Alzheimer disease or cognitive function.

A recently published meta-analysis of observational studies also found a similar reduction in the likelihood of pneumonia associated with statin use, in line with randomized findings from the Justification for the Use of Statins in Primary Prevention: an Intervention Trial Evaluating Rosuvastatin (JUPITER) trial. Statin use may be a surrogate marker for better health which may confound the observed association with pneumonia.

RCTs in both primary and secondary prevention found an increased risk of T2DM (OR 1.18; 95% CI 1.01 to 1.39 and OR = 1.09; 95% CI 1.02 to 1.17). This association appears to be higher with intensive-dose statin therapy and among elderly subjects, and is strongly associated with baseline fasting blood glucose and co-existing CVD risk factors, suggesting that statins raise blood glucose by a small amount, moving people from below to above the diagnostic threshold. In a recent observational cohort study, atorvastatin and simvastatin compared with pravastatin were associated with an increased risk of new onset diabetes. In a new analysis of the JUPITER primary prevention trial, the cardiovascular and mortality benefits of statin therapy exceeded the risk of developing diabetes even in people at high risk of developing diabetes. Although the mechanism underlying the increase in new onset T2DM in patients treated with statins is unknown, it is possible that statins interfere with insulin signaling, leading to hyperinsulinemia, insulin resistance, metabolic syndrome, pre-diabetes and diabetes.

The apparent protective effect of statin use on cognitive function was linked with ApoE4 genotype in one study among individuals <80 years. Further research is needed to assess the possible interaction of statin use and ApoE genotype on risk of AD or dementia.

Our analysis gave higher estimates than RCTs for myopathy which may reflect differences in the diagnostic criteria used and the populations studied. Myopathy is more likely to occur with higher doses of statins and in situations that raise statin blood levels, including advanced age, frailty, deterioration of renal function and the presence of interacting drugs, all common exclusions for RCTs. A blinded, controlled trial among healthy statin-naïve people showed that high-dose atorvastatin for six months had no effect on muscle strength or exercise performance but confirmed that statins increase muscle complaints and increased average creatine kinase, suggesting that statins produce mild muscle injury even among asymptomatic subjects. An observational study using military personnel records found that musculoskeletal conditions, arthropathies, injuries and pain were more common among statin users than among propensity score-matched nonusers.

No increased risk of renal disease attributable to statin treatment was found in our review. Recent systematic reviews of trials have demonstrated lower mortality and cardiovascular events in persons with early stages of chronic kidney disease (CKD) on statins, but little or no effect in persons receiving dialysis, and uncertain effects in kidney transplant recipients.

We found an increased risk of liver disorders, although outcome definition was heterogeneous across studies. With the exception of statin-induced transaminase elevation, large statins trials have not shown an increase in the incidence of liver diseases. In a systematic review of 21 randomized trials, elevated transaminases occurred with an excess rate of 7 per 10,000 person-years but liver disease was rare (0.05 per 10,000 person-years). This was confirmed in a larger network meta-analysis. Routine monitoring of liver function after starting a statin is no longer recommended.

Limitations and strengths

One major strength of our systematic review is the inclusion of a large number of observational studies in general populations and a wide range of potential unintended effects of statins. Therefore, our analysis is more likely to include a broad representation of the population at-risk, and may reflect better the nature and frequency of unintended effects experienced in clinical practice.

Despite the many positive aspects, observational research is prone to bias and confounding. The results from the studies included in this meta-analysis could be influenced by a “healthy-user” effect and closer monitoring. We explored the robustness of our results across three dimensions: study design, sample size and quality of the studies but heterogeneity of the pooled observational findings could not be explained by them, and may reflect the different populations studied, how the statin exposure was measured or different outcome definitions. It was not possible to assess the consistency of outcome definitions between studies which is an inherent limitation of systematic reviews based on published data. We also recognize the limitation of having a single reviewer assessing all data extraction and validity; although no discrepancies were identified in a random sample of 10% of the titles and the numbers extracted. Publication bias is a particular threat to the validity of meta-analysis of observational studies. Although we contacted authors asking for unpublished studies, publication bias is possible since observational studies with significant outcomes are more likely to be published and, therefore, over-represented in our meta-analysis. The pooled effect sizes may potentially be exaggerated by this bias.

A further limitation is the difficulty in keeping this review up to date given the high level of publication on statins. In recognition of this we conducted a rapid update search of Medline (January 2012 to February 2014, terms: statins, humans, core medical journals, 141 hits) and have incorporated substantive new findings in relevant sections of our discussion.

Some unintended effects (for example, ventricular arrhythmia, intracerebral hemorrhage) were not covered in this meta-analysis as they were not reported in population-based studies, but from case reports and clinical case series which provide weaker evidence of causal association. A recent meta-analysis including RCTs and observational studies (mainly secondary analysis of RCTs and small studies in subgroups of patients with atrial fribrillation or acute ischemic stroke) found no association between statin exposure and intracerebral hemorrhage, consistent across study designs.

Implications for clinical practice

Statins are widely used in clinical practice and their efficacy for secondary prevention of CVD is well founded, but their expanding use in primary prevention in low-risk individuals has to be balanced against the risk of ‘overmedicating’ the general population. This assumes particular importance since findings from a recent cohort of 3.8 million general population patients of UK Clinical Practice Research Datalink (CPRD) showed substantive overuse of statins in low CVD risk and underuse in high CVD risk. Given that several trials are currently evaluating the effects of a polypill on risk factor levels, the use of statins is likely to increase to a much wider section of the population (whether by age or by cut-off on absolute risk). Thus, accurate evidence on the potential unintended effects of statins is of public health relevance.

The observed unintended effects, most importantly myopathy and elevated liver enzymes, are rare and more likely to occur with higher doses of statins. The possible increased risk of developing T2DM has resulted in surveillance recommendations.

Implications for future research

Reporting of unintended effects in RCTs is not done consistently and failure to report such findings introduces bias into evaluations of the benefits and harms of treatments. Considerable adverse event data are collected in most RCTs but are not readily available to include in systematic reviews. Future research in this area will need to engage with pharmaceutical companies to obtain relevant data to enable unbiased assessments of the true levels of common unintended effects of statins.

Conclusion

Our systematic review and meta-analyses indicate that high quality observational data can provide reliable and relevant evidence on unintended effects of statins to add to the evidence from RCTs for health care guidance. Comparisons of the observational findings with RCTs, where possible, showed similar estimates, indicating that our approach is capable of making plausible inferences on unintended effects. The absolute excess risk of the observed harmful unintended effects of the statin class of drugs is very small compared to the beneficial effects of statins on major cardiovascular events.

Ethical approval

An ethics statement was not required for this work.

Abbreviations

AD: Alzheimer’s disease; AMD: Age-related macular degeneration; CIND: Cognitive impairment without dementia; COPD: Chronic Obstructive Pulmonary Disease; CTT: The Cholesterol Treatment Trialists’ collaboration; CVD: Cardiovascular diseases; GPRD: General Practice Research Database; HR: Hazard ratio; LDL: Low-density lipoprotein; MHRA: Medicines and Health-products Regulatory Agency; MOOSE: Meta-analysis of Observational Studies in Epidemiology; NOS: Newcastle-Ottawa Quality Assessment Scale; OR: Odds ratio; PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses; RCT: Randomized controlled trial; RR: Relative risk; SMD: Standardized mean difference; T2DM: Type 2 diabetes mellitus; VTE: Venous thromboembolism.

Competing interests

Ana Filipa Macedo conducted this work during a sabbatical at London School of Hygiene and Tropical Medicine and was employed by the University of Beira Interior, Portugal. She is now employed by Boehringer-Ingelheim which does not produce any statin or other lipid lowering drug. All other authors have no relevant conflicts of interest to declare.

Authors’ contributions

SE originated the idea, and prepared the review and controlled the content. AFM assessed the relevance and quality of papers, extracted data, wrote to authors, analyzed data and prepared the manuscript. FT originated the idea, and helped screen the relevance and quality of papers. JP contributed to the interpretation of results and revised the manuscript critically for important intellectual content. AA helped screen the quality of the data extracted. DP contributed to the statistical analysis. All authors read and approved the final manuscript.

Pre-publication history

The pre-publication history for this paper can be accessed here:

http://www.biomedcentral.com/1741-7015/12/51/prepub

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    Baigent C Keech A Kearney PM Blackwell L Buck G Pollicino C Kirby A Sourjina T Peto R Collins R Simes R Cholesterol Treatment Trialists’ (CTT) CollaboratorsEfficacy and safety of cholesterol-lowering treatment: prospective meta-analysis of data from 90,056 participants in 14 randomised trials of statinsLancet2005 36612671278Erratum in: Lancet 2005, 366:1358. Lancet 2008, 371:2084

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  9. 9.

    Baigent C Blackwell L Emberson J Holland LE Reith C Bhala N Peto R Barnes EH Keech A Simes J Collins R Cholesterol Treatment Trialists’ (CTT) CollaborationEfficacy and safety of more intensive lowering of LDL cholesterol: meta-analysis of data from 170,000 participants in 26 randomised trialsLancet2010 37616701681

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    Mihaylova B Emberson J Blackwell L Keech A Simes J Barnes EH Voysey M Gray A Collins R Baigent C Cholesterol Treatment Trialists’ (CTT) CollaboratorsThe effects of lowering LDL cholesterol with statin therapy in people at low risk of vascular disease: meta-analysis of individual data from 27 randomised trialsLancet2012 380581590

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  11. 11.
  12. 12.

    Sattar N Preiss D Murray HM Welsh P Buckley BM de Craen AJ Seshasai SR McMurray JJ Freeman DJ Jukema JW Macfarlane PW Packard CJ Stott DJ Westendorp RG Shepherd J Davis BR Pressel SL Marchioli R Marfisi RM Maggioni AP Tavazzi L Tognoni G Kjekshus J Pedersen TR Cook TJ Gotto AM Clearfield MB Downs JR Nakamura H Ohashi Y Statins and risk of incident diabetes: a collaborative meta-analysis of randomised statin trialsLancet2010 375735742

    Not in our library10.1016/s0140-6736(09)61965-6

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    Mills EJ Wu P Chong G Ghement I Singh S Akl EA Eyawo O Guyatt G Berwanger O Briel M Efficacy and safety of statin treatment for cardiovascular disease: a network meta-analysis of 170,255 patients from 76 randomized trialsQJM2011 104109124

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  15. 15.

    Statins: risk of hyperglycaemia and diabetes. Drug safety update January 20125A2[http://www.mhra.gov.uk/Safetyinformation/DrugSafetyUpdate/CON140667]

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    Feng L Yap KB Kua EH Ng TP Statin use and depressive symptoms in a prospective study of community-living older personsPharmacoepidemiol Drug Saf2010 19942948

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  17. 17.

    Yang CC Jick SS Jick H Lipid-lowering drugs and the risk of depression and suicidal behaviorArch Intern Med2003 16319261932

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  18. 18.

    Li G Higdon R Kukull WA Peskind E Van Valen Moore K Tsuang D van Belle G McCormick W Bowen JD Teri L Schellenberg GD Larson EB Statin therapy and risk of dementia in the elderly: a community-based prospective cohort studyNeurology2004 6316241628

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  19. 19.

    Bernick C Katz R Smith NL Rapp S Bhadelia R Carlson M Kuller L Cardiovascular Health StudyStatins and cognitive function in the elderly: the Cardiovascular Health StudyNeurology2005 6513881394

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  20. 20.

    McGwin G Modjarrad K Andrew Hal T Xie A Owsley C 3-Hydroxy-3-methylglutaryl coenzyme a reductase inhibitors and the presence of age-related macular degeneration in the cardiovascular health studyArch Ophthalmol2006 1243337

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  21. 21.

    McCarty CA Mukesh BN Guymer RH Baird PN Taylor HR Cholesterol-lowering medications reduce the risk of age-related maculopathy progressionMed J Aust2001 175340

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  22. 22.

    Scott HD Laake K Statins for the prevention of Alzheimer’s disease and dementiaCochrane Database Syst Rev2001 CD003160

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  23. 23.

    McGuinness B O’Hare J Craig D Bullock R Malouf R Passmore P Statins for the treatment of dementiaCochrane Database Syst Rev2010 CD007514

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  24. 24.

    Gehlbach P Li T Hatef E Statins for age-related macular degenerationCochrane Database Syst Rev2012 CD006927

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  25. 25.

    Wang J Xiao Y Luo M Luo H Statins for multiple sclerosisCochrane Database Syst Rev2011 CD008386

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  26. 26.

    Li L Sun T Zhang P Tian J Yang K Statins for primary prevention of venous thromboembolismCochrane Database Syst Rev2011 CD008203

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    Rahimi K Emberson J McGale P Majoni W Merhi A Asselbergs FW Krane V Macfarlane PW PROSPER ExecutiveEffect of statins on atrial fibrillation: collaborative meta-analysis of published and unpublished evidence from randomised controlled trialsBMJ2011 342d1250

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  28. 28.

    Bulbulia R Bowman L Wallendszus K Parish S Armitage J Peto R Collins R Heart Protection Study Collaborative GroupEffects on 11-year mortality and morbidity of lowering LDL cholesterol with simvastatin for about 5 years in 20,536 high-risk individuals: a randomised controlled trialLancet2011 37820132020

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  29. 29.

    ClinicalEvidence: Learn, teach, and practise evidence-based medicine[http://clinicalevidence.bmj.com/x/set/static/ebm/learn/665076.html]

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  30. 30.

    Golder S Loke YK Sensitivity and precision of adverse effects search filters in MEDLINE and EMBASE: a case study of fractures with thiazolidinedionesHealth Info Libr J2012 292838

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  31. 31.

    Higgins JPT Green S Cochrane Handbook for Systematic Reviews of Interventions, Version 5.0.2 [updated September 2009]. The Cochrane Collaboration2009 Chichester, UK: John Wiley & Sons, Ltd[http://www.cochrane-handbook.org]

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    Egger M Smith GD Phillips AN Meta-analysis: principles and proceduresBMJ1997 31515331537

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  33. 33.

    Anderson JL Muhlestein JB Bair TL Morris S Weaver AN Lappé DL Renlund DG Pearson RR Jensen KR Horne BD Do statins increase the risk of idiopathic polyneuropathy?Am J Cardiol2005 9510971099

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  34. 34.

    Ashfield TA Syddall HE Martin HJ Dennison EM Cooper C Aihie Sayer A Grip strength and cardiovascular drug use in older people: findings from the Hertfordshire Cohort StudyAge Ageing2010 39185191

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    Atthobari J Brantsma AH Gansevoort RT Visser ST Asselbergs FW van Gilst WH de Jong PE de Jong-van den Berg LT PREVEND study groupThe effect of statins on urinary albumin excretion and glomerular filtration rate: results from both a randomized clinical trial and an observational cohort studyNephrol Dial Transplant2006 2131063114

    Not in our library10.1093/ndt/gfl244

  36. 36.

    Becker C Jick SS Meier CR Use of statins and the risk of Parkinson’s disease: a retrospective case–control study in the UKDrug Saf2008 31399407

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  37. 37.

    Chan KA Andrade SE Boles M Buist DS Chase GA Donahue JG Goodman MJ Gurwitz JH LaCroix AZ Platt R Inhibitors of hydroxymethylglutaryl-coenzyme A reductase and risk of fracture among older womenLancet2000 35521852188

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  38. 38.

    Clockaerts S Van Osch GJ Bastiaansen-Jenniskens YM Verhaar JA Van Glabbeek F Van Meurs JB Kerkhof HJ Hofman A Stricker BH Bierma-Zeinstra SM Statin use is associated with reduced incidence and progression of knee osteoarthritis in the Rotterdam studyAnn Rheum Dis2012 71642647

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  39. 39.

    Corrao G Zambon A Bertù L Botteri E Leoni O Contiero P Lipid lowering drugs prescription and the risk of peripheral neuropathy: an exploratory case–control study using automated databasesJ Epidemiol Community Health2004 5810471051

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    Cramer C Haan MN Galea S Langa KM Kalbfleisch JD Use of statins and incidence of dementia and cognitive impairment without dementia in a cohort studyNeurology2008 71344350

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  41. 41.

    Culver AL Ockene IS Balasubramanian R Olendzki BC Sepavich DM Wactawski-Wende J Manson JE Qiao Y Liu S Merriam PA Rahilly-Tierny C Thomas F Berger JS Ockene JK Curb JD Ma Y Statin use and risk of diabetes mellitus in postmenopausal women in the Women’s Health InitiativeArch Intern Med2012 172144152

    Not in our library10.1001/archinternmed.2011.625

  42. 42.

    de Jong HJ Klungel OH van Dijk L Vandebriel RJ Leufkens HG van der Laan JW Cohen Tervaert JW van Loveren H Use of statins is associated with an increased risk of rheumatoid arthritisAnn Rheum Dis2012 71648654

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  43. 43.

    de Vries F de Vries C Cooper C Leufkens B van Staa TP Reanalysis of two studies with contrasting results on the association between statin use and fracture risk: the General Practice Research DatabaseInt J Epidemiol2006 3513011308

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  44. 44.

    Doggen CJ Lemaitre RN Smith NL Heckbert SR Psaty BM HMG CoA reductase inhibitors and the risk of venous thrombosis among post-menopausal womenJ Thromb Haemost2004 2700701

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  45. 45.

    Erichsen R Frøslev T Lash TL Pedersen L Sorensen HT Long-term statin use and the risk of gallstone disease: a population-based case-control studyAm J Epidemiol2011 173162170

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  46. 46.

    Fleming DM Verlander NQ Elliot AJ Zhao H Gelb D Jehring D Nguyen-Van-Tam JS An assessment of the effect of statin use on the incidence of acute respiratory infections in England during winters 1998–1999 to 2005–2006Epidemiol Infect2010 13812811288

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  47. 47.

    Fujii T Nakabayashi T Hashimoto S Kuwano H Statin use and risk of gastroduodenal ulcer and reflux esophagitisHepatogastroenterology2009 56641644

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  48. 48.

    Gaist D Garcia Rodriguez LA Huerta C Hallas J Sindrup SH Are users of lipid-lowering drugs at increased risk of peripheral neuropathy?Eur J Clin Pharmacol2001 56931933

    Not in our library10.1007/s002280000248

  49. 49.

    Gaist D Jeppesen U Andersen M García Rodríguez LA Hallas J Sindrup SH Statins and risk of polyneuropathy: a case–control studyNeurology2002 5813331337

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  50. 50.

    Gaist D Rodriguez LA Huerta C Hallas J Sindrup SH Lipid-lowering drugs and risk of myopathy: a population-based follow-up studyEpidemiology2001 12565569

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  51. 51.

    Gao X Simon K Schwarzschild MA Ascherio A A prospective study of statin use and risk of Parkinson diseaseParkinsonism Relat D2012 18S40

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  52. 52.

    Green RC McNagny SE Jayakumar P Cupples LA Benke K Farrer LA MIRAGE Study GroupStatin use and the risk of Alzheimer’s disease: the MIRAGE studyAlzheimers Dement2006 296103

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  53. 53.

    Gulmez SE Lassen AT Aalykke C Dall M Andries A Andersen BS Hansen JM Andersen M Hallas J Do statins protect against upper gastrointestinal bleeding?Br J Clin Pharmacol2009 67460465

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  54. 54.

    Haag MD Hofman A Koudstaal PJ Stricker BH Breteler MM Statins are associated with a reduced risk of Alzheimer disease regardless of lipophilicity. The Rotterdam StudyJ Neurol Neurosurg Psychiatry2009 801317

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    Hippisley-Cox J Coupland C Unintended effects of statins in men and women in England and Wales: population based cohort study using the QResearch databaseBMJ2010 340c2197

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  56. 56.

    Huang X Chen H Miller WC Mailman RB Woodard JL Chen PC Xiang D Murrow RW Wang YZ Poole C Lower low-density lipoprotein cholesterol levels are associated with Parkinson’s diseaseMov Disord2007 22377381

    Not in our library10.1002/mds.21290

  57. 57.

    Huerta C Johansson S Wallander MA Garcıa Rodrıguez LA Risk factors and short-term mortality of venous thromboembolism diagnosed in the primary care setting in the United KingdomArch Intern Med2007 167935943

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  58. 58.

    Jick H Zornberg GL Jick SS Seshadri S Drachman DA Statins and the risk of dementiaLancet2000 35616271631

    Not in our library10.1016/s0140-6736(00)03155-x

  59. 59.

    Jick SS Bradbury BD Statins and newly diagnosed diabetesBr J Clin Pharmacol2004 58303309

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  60. 60.

    Jick SS Choi H Li L McInnes IB Sattar N Hyperlipidaemia, statin use and the risk of developing rheumatoid arthritisAnn Rheum Dis2009 68546551

    Not in our library10.1136/ard.2008.091967

  61. 61.

    Klein BE Klein R Lee KE Grady LM Statin use and incident nuclear cataractJAMA2006 29527522758

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  62. 62.

    Klein R Klein BE Tomany SC Danforth LG Cruickshanks KJ Relation of statin use to the 5-year incidence and progression of age-related maculopathyArch Ophthalmol2003 12111511155

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  63. 63.

    Klein R Knudtson MD Klein BE Statin use and the five-year incidence and progression of age-related macular degenerationAm J Ophthalmol2007 14416

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  64. 64.

    Kwong JC Li P Redelmeier DA Influenza morbidity and mortality in elderly patients receiving statins: a cohort studyPLoS One2009 4e8087

    Not in our library10.1371/journal.pone.0008087

  65. 65.

    LaCroix AZ Cauley JA Pettinger M Hsia J Bauer DC McGowan J Chen Z Lewis CE McNeeley SG Passaro MD Jackson RD Statin use, clinical fracture, and bone density in postmenopausal women: results from the Women’s Health Initiative Observational StudyAnn Intern Med2003 13997104

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  66. 66.

    LaCroix AZ Gray SL Aragaki A Cochrane BB Newman AB Kooperberg CL Black H Curb JD Greenland P Woods NF Statin use and incident frailty in women aged 65 years or older: prospective findings from the Women’s Health Initiative Observational StudyJ Gerontol A Biol Sci Med Sci2008 63369375

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  67. 67.

    Lacut K Le Gal G Abalain JH Mottier D Oger E Differential associations between lipid-lowering drugs, statins and fibrates, and venous thromboembolism: role of drug induced homocysteinemia?Thromb Res2008 122314319

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  68. 68.

    Lemaitre RN Psaty BM Heckbert SR Kronmal RA Newman AB Burke GL Therapy with hydroxymethylglutaryl coenzyme a reductase inhibitors (statins) and associated risk of incident cardiovascular events in older adults: evidence from the Cardiovascular Health StudyArch Intern Med2002 16213951400

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  69. 69.

    Li G Shofer JB Rhew IC Kukull WA Peskind ER McCormick W Bowen JD Schellenberg GD Crane PK Breitner JC Larson EB Age-varying association between statin use and incident Alzheimer’s diseaseJ Am Geriatr Soc2010 5813111317

    Not in our library10.1111/j.1532-5415.2010.02906.x

  70. 70.

    Luijendijk HJ Stricker BH Hofman A Witteman JCM Tiemeier H Cerebrovascular risk factors and incident depression in community-dwelling elderlyActa Psychiatr Scand2008 118139148

    Not in our library10.1111/j.1600-0447.2008.01189.x

  71. 71.

    Marcus MW Müskens RP Ramdas WD Wolfs RC De Jong PT Vingerling JR Hofman A Stricker BH Jansonius NM Cholesterol-lowering drugs and incident open-angle glaucoma: a population-based cohort studyPLoS ONE2012 7e29724

    Not in our library10.1371/journal.pone.0029724

  72. 72.

    McClure DL Valuck RJ Glanz M Murphy JR Hokanson JE Statin and statin-fibrate use was significantly associated with increased myositis risk in a managed care populationJ Clin Epidemiol2007 60812818

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    McGwin G Jr Owsley C Curcio CA Crain RJ The association between statin use and age related maculopathyBr J Ophthalmol2003 8711211125

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  74. 74.

    McGwin G Jr McNeal S Owsley C Girkin C Epstein D Lee PP Statins and other cholesterol-lowering medications and the presence of glaucomaArch Ophthalmol2004 122822826

    Not in our library10.1001/archopht.122.6.822

  75. 75.

    Meier CR Schlienger RG Kraenzlin ME Schlegel B Jick H HMG-CoA reductase inhibitors and the risk of fracturesJAMA2000 28332053210

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  76. 76.

    Myles PR Hubbard RB McKeever TM Pogson Z Smith CJ Gibson JE Risk of community-acquired pneumonia and the use of statins, ace inhibitors and gastric acid suppressants: a population-based case-control studyPharmacoepidemiol Drug Saf2009 18269275

    Not in our library10.1002/pds.1715

  77. 77.

    Nash SD Cruickshanks KJ Klein R Klein BE Nieto FJ Huang GH Pankow JS Tweed TS The prevalence of hearing impairment and associated risk factors: the Beaver Dam Offspring StudyArch Otolaryngol Head Neck Surg2011 137432439

    Not in our library10.1001/archoto.2011.15

  78. 78.

    Nichols GA Koro CE Does statin therapy initiation increase the risk for myopathy? An observational study of 32,225 diabetic and nondiabetic patientsClin Ther2007 2917611770

    Not in our library10.1016/j.clinthera.2007.08.022

  79. 79.

    Owen CG Carey IM Shah S de Wilde S Wormald R Whincup PH Cook DG Hypotensive medication, statins, and the risk of glaucomaInvest Ophthalmol Vis Sci2010 5135243530

    Not in our library10.1167/iovs.09-4821

  80. 80.

    Ramcharan AS van Stralen KJ Snoep JD Mantel-Teeuwisse AK Rosendaal FR Doggen CJ HMG-CoA reductase inhibitors are associated with a reduced risk of venous thrombosisJ Thromb Haemost2009 7514520

    Not in our library10.1111/j.1538-7836.2008.03235.x

  81. 81.

    Ray WA Daugherty JR Griffin MR Lipid-lowering agents and the risk of hip fracture in a Medicaid populationInj Prev2002 8276279

    Not in our library10.1136/ip.8.4.276

  82. 82.

    Rea TD Breitner JC Psaty BM Fitzpatrick AL Lopez OL Newman AB Hazzard WR Zandi PP Burke GL Lyketsos CG Bernick C Kuller LH Statin use and the risk of incident dementia: the Cardiovascular Health StudyArch Neurol2005 6210471051

    Not in our library10.1001/archneur.62.7.1047

  83. 83.

    Rejnmark L Olsen ML Johnsen SP Vestergaard P Sørensen HT Mosekilde L Hip fracture risk in statin users-a population-based Danish case-control studyOsteoporos Int2004 15452458

    Not in our library10.1007/s00198-003-1568-z

  84. 84.

    Risselada R Straatman H van Kooten F Dippel DW van der Lugt A Niessen WJ Firouzian A Herings RM Sturkenboom MC Withdrawal of statins and risk of subarachnoid hemorrhageStroke2009 4028872892

    Not in our library10.1161/strokeaha.109.552760

  85. 85.

    Ritz B Manthripragada AD Qian L Schernhammer E Wermuth L Olsen J Friis S Statin use and Parkinson’s disease in DenmarkMov Disord2010 2512101216

    Not in our library10.1002/mds.23102

  86. 86.

    Rockwood K Howlett S Fisk J Darvesh S Tuokko H Hogan DB Wolfson C McDowell I Lipid-lowering agents and the risk of cognitive impairment that does not meet criteria for dementia, in relation to apolipoprotein E statusNeuroepidemiology2007 29201207

    Not in our library10.1159/000111583

  87. 87.

    Rockwood K Kirkland S Hogan DB MacKnight C Merry H Verreault R Wolfson C McDowell I Use of lipid-lowering agents, indication bias, and the risk of dementia in community-dwelling elderly peopleArch Neurol2002 59223227

    Not in our library10.1001/archneur.59.2.223

  88. 88.

    Rodríguez GL Wallander MA Tolosa LB Johansson S Chronic obstructive pulmonary disease in UK primary care: incidence and risk factorsCOPD2009 6369379

    Not in our library10.1080/15412550903156325

  89. 89.

    Schlienger RG Fedson DS Jick SS Jick H Meier CR Statins and the risk of pneumonia: a population-based, nested case–control studyPharmacotherapy2007 27325332

    Not in our library10.1592/phco.27.3.325

  90. 90.

    Schlienger RG Haefeli WE Jick H Meier CR Risk of cataract in patients treated with statinsArch Intern Med2001 16120212026

    Not in our library10.1001/archinte.161.16.2021

  91. 91.

    Schoofs MW Sturkenboom MC van der Klift M Hofman A Pols HA Stricker BH HMG-CoA reductase inhibitors and the risk of vertebral fractureJ Bone Miner Res2004 1915251530

    Not in our library10.1359/jbmr.040607

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    Scranton RE Young M Lawler L Solomon DH Gagnon DR Gaziano JM Statin use and fracture risk: study of a US veterans populationArch Intern Med2005 16520072012

    Not in our library10.1001/archinte.165.17.2007

  93. 93.

    Smeeth L Cook C Chakravarthy U Hubbard R Fletcher AE A case control study of age related macular degeneration and use of statinsBr J Ophthalmol2005 8911711175

    Not in our library10.1136/bjo.2004.064477

  94. 94.

    Smeeth L Douglas I Hall AJ Hubbard R Evans S Effect of statins on a wide range of health outcomes: a cohort study validated by comparison with randomized trialsBr J Clin Pharmacol2009 6799109

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  95. 95.

    Smeeth L Hubbard R Fletcher AE Cataract and the use of statins: a case–control studyQJM2003 96337343

    Not in our library10.1093/qjmed/hcg064

  96. 96.

    Solomon A Kåreholt I Ngandu T Wolozin B MacDonald SW Winblad B Nissinen A Tuomilehto J Soininen H Kivipelto M Serum total cholesterol, statins and cognition in non-demented elderlyNeurobiol Aging2009 3010061009

    Not in our library10.1016/j.neurobiolaging.2007.09.012

  97. 97.

    Sørensen HT Horvath-Puho E Søgaard KK Christensen S Johnsen SP Thomsen RW Prandoni P Baron JA Arterial cardiovascular events, statins, low dose aspirin and subsequent risk of venous thromboembolism: a population-based case-control studyJ Thromb Haemost2009 7521528

    Not in our library10.1111/j.1538-7836.2009.03279.x

  98. 98.

    Sørensen HT Riis AH Lash TL Pedersen L Statin use and risk of amyotrophic lateral sclerosis and other motor neuron disordersCirc Cardiovasc Qual Outcomes2010 3413417

    Not in our library10.1161/circoutcomes.110.936278

  99. 99.

    St Sauver JL Jacobsen SJ Jacobson DJ McGree ME Girman CJ Girman CJ Nehra A Roger VL Lieber MM Statin use and decreased risk of benign prostatic enlargement and lower urinary tract symptomsBJU Int2011 107443450

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  100. 100.

    Sukhija R Bursac Z Kakar P Fink L Fort C Satwani S Aronow WS Bansal D Mehta JL Effect of statins on the development of renal dysfunctionAm J Cardiol2008 101975979

    Not in our library10.1016/j.amjcard.2007.11.042

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    Szwast SJ Hendrie HC Lane KA Gao S Taylor SE Unverzagt F Murrell J Deeg M Ogunniyi A Farlow MR Hall KS Association of statin use with cognitive decline in elderly African AmericansNeurology2007 6918731880

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  102. 102.

    Tan JS Mitchell P Rochtchina E Wang JJ Statin use and the long-term risk of incident cataract: the Blue Mountains Eye StudyAm J Ophthalmol2007 143687689

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  103. 103.

    Tan JS Mitchell P Rochtchina E Wang JJ Statins and the long-term risk of incident age-related macular degeneration: the Blue Mountains Eye StudyAm J Ophthalmol2007 143685687

    Not in our library10.1016/j.ajo.2006.11.021

  104. 104.

    Tsai C-J Leitzmann MF Willett WC Giovannucci EL Statin use and the risk of cholecystectomy in womenGastroenterology2009 13615931600

    Not in our library10.1053/j.gastro.2009.01.042

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    van Leeuwen R Vingerling JR Hofman A de Jong PT Stricker BH Cholesterol lowering drugs and risk of age related maculopathy: prospective cohort study with cumulative exposure measurementBMJ2003 326255256

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    van Leeuwen R Tomany SC Wang JJ Klein R Mitchell P Hofman A Klein BE Vingerling JR Cumming RG de Jong PT Is medication use associated with the incidence of early age-related maculopathy? Pooled findings from 3 continentsOphthalmology2004 11111691175

    Not in our library10.1016/j.ophtha.2003.10.024

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    van Staa T Wegman S de Vries F Leufkens B Cooper C Use of statins and risk of fracturesJAMA2001 28518501855

    Not in our library10.1001/jama.285.14.1850

  108. 108.

    Wahner AD Bronstein JM Bordelon YM Ritz B Statin use and the risk of Parkinson diseaseNeurology2008 7014181422

    Not in our library10.1212/01.wnl.0000286942.14552.51

  109. 109.

    Wang PS Solomon DH Mogun H Avorn J HMG-CoA reductase inhibitors and the risk of hip fractures in elderly patientsJAMA2000 28332113216

    Not in our library10.1001/jama.283.24.3211

  110. 110.

    Woo D Kissela BM Khoury JC Sauerbeck LR Haverbusch MA Szaflarski JP Gebel JM Pancioli AM Jauch EC Schneider A Kleindorfer D Broderick JP Hypercholesterolemia, HMG-CoA reductase inhibitors, and risk of intracerebral hemorrhage: a case-control studyStroke2004 3513601364

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    Yang C-C Jick SS Jick H Statins and the risk of idiopathic venous thromboembolismBr J Clin Pharmacol2002 53101105

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    Yang CC Kao CC Cardiovascular diseases and the risk of venous thromboembolism: a hospital-based case-control studyJ Chin Med Assoc2007 70103109

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    Zamrini E McGwin G Roseman JM Association between statin use and Alzheimer’s diseaseNeuroepidemiology2004 239498

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    Zandi PP Sparks DL Khachaturian AS Tschanz J Norton M Steinberg M Welsh-Bohmer KA Breitner JC Cache County Study investigatorsDo statins reduce risk of incident dementia and Alzheimer disease? The Cache County StudyArch Gen Psychiatry2005 62217224

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    O’Neil A Sanna L Redlich C Sanderson K Jacka F Williams LJ Pasco JA Berk M The impact of statins on psychological wellbeing: a systematic review and meta-analysisBMC Med2012 10154

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    Toh S Hernández-Díaz S Statins and fracture risk. A systematic reviewPharmacoepidemiol Drug Saf2007 16627640

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    Sandhu S Wiebe N Fried LF Tonelli M Statins for improving renal outcomes: a meta-analysisJ Am Soc Nephrol2006 1720062016

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    Rahimi K Bhala N Kamphuisen P Emberson J Biere-Rafi S Krane V Robertson M Wikstrand J McMurray J Effect of statins on venous thromboembolic events: a meta-analysis of published and unpublished evidence from randomised controlled trialsPLoS Med2012 9e1001310

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    Swiger KJ Manalac RJ Blumenthal RS Blaha MJ Martin SS Statins and cognition: a systematic review and meta-analysis of short- and long-term cognitive effectsMayo Clin Proc2013 8812131221

    Not in our library10.1016/j.mayocp.2013.07.013

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    Richardson K Schoen M French B Umscheid CA Mitchell MD Arnold SE Heidenreich PA Rader DJ de Goma EM Statins and cognitive function: a systematic reviewAnn Int Med2013 159688697

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    Kwok CS Yeong JK Turner RM Cavallazzi R Singh S Loke YK Statins and associated risk of pneumonia: a systematic review and meta-analysis of observational studiesEur J Clin Pharmacol2012 68747755

    Not in our library10.1007/s00228-011-1159-4

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    Novack V MacFadyen J Malhotra A Almog Y Glynn R Ridker PM The effect of rosuvastatin on incident pneumonia: results from the JUPITER trialCMAJ2012 184E367E372

    Not in our library10.1503/cmaj.111017

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    Chopra V Flanders SA Does statin use improve pneumonia outcomes?Chest2009 13613811388

    Not in our library10.1378/chest.09-0941

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    Preiss D Seshasai SR Welsh P Murphy SA Ho JE Waters DD DeMicco DA Barter P Cannon CP Sabatine MS Braunwald E Kastelein JJ de Lemos JA Blazing MA Pedersen TR Tikkanen MJ Sattar N Ray KK Risk of incident diabetes with intensive-dose compared with moderate-dose statin therapy: a meta-analysisJAMA2011 30525562564

    Not in our library10.1001/jama.2011.860

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    Waters DD Ho JE de Micco DA Breazna A Arsenault BJ Wun CC Kastelein JJ Colhoun H Barter P Predictors of new-onset diabetes in patients treated with atorvastatin: results from 3 large randomized clinical trialsJ Am Coll Cardiol2011 5715351545

    Not in our library10.1016/j.jacc.2010.10.047

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    Carter AA Gomes T Camacho X Juurlink DN Shah BR Mamdani MM Risk of incident diabetes among patients treated with statins: population based studyBMJ2013 346f2610

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    Ridker PM Pradhan A MacFadyen JG Libby P Glynn RJ Cardiovascular benefits and diabetes risks of statin therapy in primary prevention: an analysis from the JUPITER trialLancet2012 380565571

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    Nakata M Nagasaka S Kusaka I Matsuoka H Ishibashi S Yada T Effects of statins on the adipocyte maturation and expression of glucose transporter 4 (SLC2A4): implications in glycaemic controlDiabetologia2006 4918811892

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    Kruit JK Kremer PH Dai L Tang R Ruddle P de Haan W Brunham LR Verchere CB Hayden MR Cholesterol efflux via ATP-binding cassette transporter A1 (ABCA1) and cholesterol uptake via the LDL receptor influences cholesterol-induced impairment of beta cell function in miceDiabetologia2010 5311101119

    Not in our library10.1007/s00125-010-1691-2

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    Koh KK Sakuma I Quon MJ Differential metabolic effects of distinct statinsAtherosclerosis2011 21518

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    Law M Rudnicka AR Statin safety: a systematic reviewAm J Cardiol2006 9752C60C

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    Parker BA Capizzi JA Grimaldi AS Clarkson PM Cole SM Keadle J Chipkin S Pescatello LS Simpson K White CM Thompson PD Effect of statins on skeletal muscle functionCirculation2013 12796103

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    Mansi I Frei CR Pugh MJ Makris U Mortensen EM Statins and musculoskeletal conditions, arthropathies, and injuriesJAMA2013 173110

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    Palmer SC Craig JC Navaneethan SD Tonelli M Pellegrini F Strippoli GF Benefits and harms of statin therapy for persons with chronic kidney disease: a systematic review and meta-analysisAnn Int Med2012 157263275

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    Upadhyay A Earley A Lamont JL Haynes S Wanner C Balk EM Lipid-lowering therapy in persons with chronic kidney disease: a systematic review and meta-analysisAnn Int Med2012 157251262

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    Naci H Brugts J Ades T Comparative tolerability and harms of individual statins: a study-level network meta-analysis of 246 955 participants from 135 randomized, controlled trialsCirc Cardiovasc Qual Outcomes2013 6390399

    Not in our library10.1161/circoutcomes.111.000071

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    Hackam DG Woodward M Newby LK Bhatt DL Shao M Smith EE Donner A Mamdani M Douketis JD Arima H Chalmers J MacMahon S Tirschwell DL Psaty BM Bushnell CD Aguilar MI Capampangan DJ Werring DJ De Rango P Viswanathan A Danchin N Cheng CL Yang YH Verdel BM Lai MS Kennedy J Uchiyama S Yamaguchi T Ikeda Y Mrkobrada M Statins and intracerebral hemorrhage: collaborative systematic review and meta-analysisCirculation2011 12422332242

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    Reiner Z Statins in the primary prevention of cardiovascular diseaseNat Rev Cardiol2013 10453464

    Not in our library10.1038/nrcardio.2013.80

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    van Staa TJ Smeeth L Ng ES Goldacre B Gulliford M The efficiency of cardiovascular risk assessment: do the right patients get statin treatment?Heart2013 9915971602

    Not in our library10.1136/heartjnl-2013-303698

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    Lonn E Bosch J Teo KK Pais P Xavier D Yusuf S The polypill in the prevention of cardiovascular diseases: key concepts, current status, challenges, and future directionsCirculation2010 12220782088

    Not in our library10.1161/circulationaha.109.873232

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