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Original Research

Association between triglycerides and cardiovascular events in primary populations: a meta-regression analysis and synthesis of evidence

, &
Pages 671-680 | Published online: 31 Oct 2013

Abstract

Background

Triglyceride levels were found to be independently predictive of the development of primary coronary heart disease in epidemiologic studies. The objective of this study was to determine whether triglyceride levels were predictive of cardiovascular events in randomized controlled trials (RCTs) of lipid-modifying drugs.

Methods

We performed a systematic review and meta-regression analysis of 40 RCTs of lipid-modifying drugs with cardiovascular events as an outcome. The log of the rate ratio of cardiovascular events (eg, coronary death or myocardial infarction) was plotted against the proportional difference between treatment and control groups in triglyceride and other lipid levels (high density lipoprotein cholesterol [HDL-C], low density lipoprotein cholesterol [LDL-C], and total cholesterol) for all trials and for trials of primary and secondary prevention populations. Linear regression was used to determine the statistical significance of the relationship between lipid values and cardiovascular events.

Results

The proportional difference in triglyceride levels was predictive of cardiovascular events in all trials (P=0.005 for the slope of the regression line; N=40) and in primary prevention trials (P=0.010; N=11), but not in secondary prevention trials (P=0.114; N=25). The proportional difference in HDL-C was not predictive of cardiovascular events in all trials (P=0.822; N=40), or in trials of primary (P=0.223; N=11) or secondary (P=0.487; N=25) prevention. LDL-C levels were predictive of cardiovascular events in both primary (P=0.002; N=11) and secondary (P<0.001; N=25) populations.

Conclusions

Changes in triglyceride levels were predictive of cardiovascular events in RCTs. This relationship was significant in primary prevention populations but not in secondary prevention populations.

Introduction

Dyslipidemia is a risk factor for cardiovascular disease. An elevated level of low-density lipoprotein cholesterol (LDL-C) is the most critical lipid risk factor.Citation1,Citation2 In patients who attain LDL-C target levels, there remains a residual risk of cardiovascular events, which might be associated with elevated levels of triglycerides or low levels of high-density lipoprotein cholesterol (HDL-C).Citation3

Guidelines for coronary heart disease (CHD) risk assessment focus on either total cholesterol or LDL-C and are inconsistent in their recommendations regarding triglycerides and HDL-C.Citation2,Citation4,Citation5 The US Adult Treatment Panel III guideline identifies LDL-C as the primary target for lipid-lowering therapy but includes low HDL-C (but not elevated triglycerides) as a risk factor.Citation2 The UK guideline recognizes triglycerides as an ancillary risk factor,Citation4 while the European guideline recognizes both triglycerides and HDL-C as risk factors.Citation5 European and UK guidelines include HDL-C in risk assessment algorithms in the form of the total cholesterol (TC):HDL-C ratio.Citation4,Citation5 None of these guidelines specifies levels of triglycerides or HDL-C as treatment targets.

Several independent lines of evidence are available to address the question of the relationship between CHD and elevated levels of triglycerides and low levels of HDL-C: epidemiologic, genetic, and clinical trials of lipid-modifying drugs.Citation6 Large observational (cohort) studies of the general population indicate that both elevated triglycerides and reduced plasma levels of HDL-C are associated with increased cardiovascular risk.Citation6 Genetic evidence suggests a causal association between triglycerides and CHD, whereas data for gene variants associated with isolated changes in plasma HDL-C levels are conflicting.Citation6 Clinical trials of drugs targeting triglycerides and HDL-C – niacin,Citation7,Citation8 resins (bile acid sequestrants),Citation9,Citation10 and fibratesCitation11 – indicate that these agents can reduce the risk of coronary events.

There is another independent line of evidence: metaregression analysis. Briel et al used this approach to measure the association between changes in HDL-C levels and coronary events.Citation12 These authors concluded that increasing circulating HDL-C levels did not reduce the risk of coronary events.Citation12 Meta-regression analysis has also been used to measure the association between changes in plasma triglyceride levels and stroke and carotid intima-media thickness, which is a measure of sub-clinical atherosclerosis.Citation13 No significant associations were observed. There is, however, to our knowledge no published meta-regression analysis of the relationship between triglycerides and coronary events.

The objective of this study was thus to use metaregression analysis of drug trial data to measure the association between the change in plasma triglyceride levels and coronary events. We discuss the results in the context of the other lines of evidence of the relationship between CHD and triglycerides and HDL-C.

Methods

Literature searches

Clinical trials were identified from selected systematic reviews and meta-analyses published through the year 2007.Citation14Citation17 PubMed was subsequently searched with the string “Randomized Controlled Trial” [All Fields] AND “antilipemic agents” [All Fields] AND “cardiovascular event” [All Fields] AND (Clinical Trial [ptyp] AND English [lang]) over the period of January 1, 2007 to January 24, 2012 to identify more recent trials.

Study selection and data abstraction

Clinical trials were included in the analysis if they were reports of parallel-group, randomized, controlled trials of lipid-modifying drugs, presented data on triglyceride levels, had one or more cardiovascular events as an outcome, were written in English, and were published in the peer-reviewed literature. The control treatment could be placebo, diet, usual care, or active treatment with a different drug or the same drug at a different dose. Active treatments included statins, fibrates, bile acid sequestrants, cholesterol absorption inhibitors, and nicotinic acids. Cardiovascular events were reported as composite endpoints, most commonly coronary death or myocardial infarction, though stroke, angina, and revascularization also appeared as outcomes in some studies. Studies were excluded if lipid data or cardiovascular outcomes were inadequately reported or if they presented results from a subgroup of a primary trial.

Data from the selected trials were abstracted into an Access database consisting of three relational data sets: information about the trial, information about the specific article, and the study results. Fields for the trial data set were the trial name and the trial acronym. Fields for the specific article were the citation, an abbreviation of the citation (first author and publication year), a description of the patients (CHD, diabetes, hypercholesterolemia, etc), CHD classification (primary or secondary prevention), the trial duration in years, the numbers of men and women, the outcome type (cardiovascular events, CHD events, atherosclerosis, or combinations thereof), and the drug class of the active treatment. Primary prevention trials were defined as those in which patients had had no prior cardiovascular events; a history of CHD in <15% of subjects was allowed (in the case of the Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial [ALLHAT-LLT]),Citation18 as was a history of stroke (the Stroke Prevention by Aggressive Reduction in Cholesterol Levels trial [SPARCL])Citation19 or hypercholesterolemia (the Ezetimibe and Simvastatin in Hypercholesterolemia Enhances Atherosclerosis Regression trial [ENHANCE]),Citation20 as long as there had been no cardiovascular events. Secondary prevention trials were studies in which patients had experienced a cardiovascular event or were at increased risk of an event due to a cardiovascular risk equivalent (eg, diabetes in the Collaborative Atorvastatin Diabetes Study [CARDS],Citation21 the Fenofibrate Intervention and Event Lowering in Diabetes trial [FIELD],Citation22 and the Outcome Reduction with an Initial Glargine Intervention trial [ORIGIN]).Citation23 Trials were classified as mixed primary and secondary prevention if a proportion of subjects >15% had a history of cardiovascular events (the Action to Control Cardiovascular Risk in Diabetes trial [ACCORD],Citation24 and the Heart Protection Study [HPS]),Citation25 diabetes (the Hokuriku Lipid Coronary Heart Disease Study-Pravastatin Atherosclerosis Trial [Holicos-PAT]),Citation26 or vascular disease (the Prospective Study of Pravastatin in the Elderly at Risk [PROSPER],Citation27 Holicos-PAT).Citation26 The results data set included the names of the active and control treatment arms, the number of subjects in the treatment arm, the type of cardiovascular event, the number of events, and lipid values (triglyceride, HDL-C, total cholesterol, and LDL-C) at the study endpoint or midpoint or, alternatively, as the on-study average.

Statistical analysis

For each trial, the cardiovascular event rate (number of events divided by total person-years) in the treatment arm was divided by the rate in the control arm to obtain the rate ratio. The logarithm of the rate ratio was plotted against the proportional difference in triglyceride levels, calculated as:

(TGtTGc)/TGc,(1)

where TG is triglycerides and subscripts t and c represent the treatment and control groups, respectively. Proportional differences in the other lipid values (HDL-C, total cholesterol, and LDL-C) were calculated in the same way. Linear regression, performed in Comprehensive Meta-Analysis v. 2.2.021 (Biostat Inc., Englewood, NJ, USA), was used to assess the effect of lipid levels on the rate ratio, first in all patients and then in patients with and without prior cardiovascular events/conditions that is, the secondary and primary prevention populations, respectively. In order to investigate potential confounding with other lipid variables, the analysis was repeated in subgroups of trials stratified by HDL-C, total cholesterol, and LDL-C levels above and below the median values. The P-value for the slope of the regression line was used to determine whether the proportional difference in the lipid values was predictive of a difference in the rate of cardiovascular events between the treatment and control groups. A P-value<0.05 was considered statistically significant.

Results

Studies included in the analysis

Forty studies met the inclusion criteria, with a total enrollment of 200,593 patients (Supplementary materials Table S1). Eleven trials were studies of primary prevention of a cardiovascular eventCitation9,Citation18Citation20,Citation28Citation34 and 25 were studies of secondary prevention;Citation10,Citation21Citation23,Citation35Citation55 four trials included both types of prevention.Citation24Citation27

Triglycerides and cardiovascular events in primary and secondary populations

shows the regression plots for triglycerides versus cardiovascular events. Based on the P-value of the slope of the regression line (P=0.005), triglycerides (ie, the proportional difference) were predictive of cardiovascular events for all trials (). Triglycerides were significantly predictive of cardiovascular events in the 11 trials of primary prevention (P=0.010; ), but not in the 25 trials of secondary prevention (P=0.114; ).

Figure 1 Regression of triglycerides on the log of the rate ratio for (A) all trials, (B) primary prevention trials, and (C) secondary prevention trials. Each panel shows the output from regression analysis in Comprehensive Meta-Analysis.

Notes: (A) 40 trials, slope =0.488, P=0.005; (B) 11 trials, slope =1.031, P=0.010; (C) 25 trials, slope =0.373, P=0.114.
Figure 1 Regression of triglycerides on the log of the rate ratio for (A) all trials, (B) primary prevention trials, and (C) secondary prevention trials. Each panel shows the output from regression analysis in Comprehensive Meta-Analysis.

Table 1 Statistics for the regression analyses of lipid values versus cardiovascular eventsTable Footnotea

presents the results of additional regression analyses using HDL-C, total cholesterol, and LDL-C as independent variables, which show that HDL-C was not predictive of cardiovascular events in either primary (P=0.223) or secondary (P=0.487) populations. Total cholesterol and LDL-C were predictive of cardiovascular events in both primary and secondary populations.

Stratification by HDL-C, LDL-C, and total cholesterol

To partially adjust for the inverse correlation between serum HDL-C and triglyceride levels, we stratified the analysis by on-study HDL-C levels of the active treatment groups. The median value of HDL-C across all the trials was 46.1 mg/dL, with a range of 32.7 to 60.3 mg/dL. Triglycerides were predictive of cardiovascular events in trials with HDL-C below (P=0.013) and above (P=0.018) the median (). Total cholesterol and LDL-C were also predictive of cardiovascular events in both sets of trials ().

The median values of LDL-C and total cholesterol in the active treatment groups were 100.2 mg/dL (range 55–181.7) and 172.2 mg/dL (range 135–257.1), respectively. When the trials were stratified by level of LDL-C (), triglycerides were predictive of cardiovascular events in the group below the median (P=0.010), but not in the group above the median (P=0.136). Similarly, triglycerides predicted cardiovascular events in trials below the median total cholesterol (P=0.005), but not in those with total cholesterol above the median (P=0.107).

Discussion

The issue of whether triglycerides are significantly associated with CHD in primary but not secondary populations can be addressed by evidence from meta-regression analysis, cohort studies, and clinical trials of lipid-modifying drugs. In the current meta-regression analysis, triglyceride levels were significantly predictive of cardiovascular events in primary but not secondary patient populations. Similarly, in a systematic review of epidemiologic cohort studies, an independent association between elevated triglycerides and risk of CHD was statistically significant in 16 of 30 populations without pre-existing CHD, whereas triglycerides were not independently associated with CHD in any of eight cohorts of patients with pre-existing CHD or diabetes mellitus.Citation56

Clinical trials of lipid-modifying drugs targeting triglycerides (fibrates, niacin, and resins) and measuring CHD outcomes have been conducted mostly in secondary populations. In the current analysis only two of these trials were conducted in primary populations and eight were conducted in secondary populations. The two trials conducted in primary populations were the Helsinki Heart Study (HHS) and the Lipid Research Clinics Coronary Primary Prevention Trial (LRC-CPPT).Citation9,Citation30 In HHS, gemfibrozil significantly reduced the risk of CHD (P=0.02). In the LRC-CPPT trial of cholestyramine, the P-value was 0.08. The pooled random effects rate ratio for these two trials was 0.78 (0.65–0.93), P=0.006. Of the eight trials conducted in secondary populations (trials of cholestyramine,Citation10 gemfibrozil,Citation47,Citation55 bezafibrate,Citation40,Citation41 fenofibrate,Citation22 and niacin in combination with either gemfibrozil and cholestyramineCitation36 or simvastatin),Citation37 in only one (the Veterans Affairs High-density Lipoprotein Cholesterol Intervention Trial [VA-HIT]) was there a statistically significant effect on coronary events (P=0.01).Citation55 The P-values in the other seven trials ranged from 0.07 to 0.93. The pooled random effects statistic for all eight trials trended towards but did not reach significance: rate ratio 0.91 (0.80–1.03), P=0.15.

The consensus of these different lines of evidence is that the relationship between triglycerides and CHD is manifested in primary patient populations but not in secondary populations. Part of the explanation of this may be that triglycerides remain a risk factor in secondary populations – the P-value of 0.114 represents a trend – but that the magnitude of the risk is small in relation to the total risk of coronary events. This can be illustrated as follows. The median risk of CHD events in the placebo/control groups of clinical trials of about 5 years duration was 4.6% in primary populationsCitation9,Citation19,Citation30,Citation31,Citation33,Citation34 and 15.5% in secondary populations.Citation22,Citation35,Citation38,Citation41,Citation42,Citation49 In the same set of trials, the median absolute reduction in the risk of coronary events resulting from treatment with the triglyceride-modifying drugs gemfibrozil, cholestyramine, bezafibrate, or fenofibrate was 1.4%.Citation9,Citation22,Citation30,Citation41 This absolute risk reduction represents a relative risk reduction of 27.9% in the primary trials but only 8.4% in the secondary trials. This also explains the failures of clinical trials of drugs targeting triglycerides to achieve a statistically significant result in secondary populations. These trials were powered to detect a relative risk reduction of 20%–25%,Citation22,Citation41 not an effect as small as 8%.

Plasma triglycerides and HDL-C are related metabolically and mechanistically in the pathophysiology of atherosclerosis, making it difficult to distinguish their effects on cardiovascular disease.Citation6 Triglycerides are one of many components of HDL particles, and enrichment of those particles with triglycerides may lead to dysfunctional metabolism that results in atherogenesis.Citation57 Plasma triglyceride and HDL-C levels are typically weakly-to-moderately anti-correlated in population based cohort studies.Citation56 This seesaw relationship is seen in the effects of lipid-modifying drugs, which concomitantly increase HDL-C and decrease triglyceride levels.Citation7,Citation16,Citation58Citation60 Mutations in genes encoding lipoprotein lipase and cholesteryl ester transfer protein have inverse effects on plasma levels of triglycerides and HDL-C, with corresponding effects on the risk of CHD.Citation61Citation65

Genetic evidence relating triglycerides to CHD comes from the −1131T >C allele of APOA5, which encodes apolipoprotein A-V, a protein associated with triglyceride-rich very LDL (VLDL). First, −1131T >C is unrelated to plasma levels of LDL-C and comparatively moderately related to levels of HDL-C.Citation66 Second, −1131T >C is strongly related to triglyceride concentration in a dose-dependent manner.Citation66 Third, −1131T >C is related to risk of CHD in an analogous dose-dependent manner.Citation66 These findings are consistent with a causal role for triglyceride-mediated pathways in CHD.Citation66 Cohort studies are consistent with an association between elevated levels of plasma triglycerides and subsequent cardiovascular events in primary populations.Citation56 In meta-regression analysis of clinical drug trials (the current analysis), changes in triglyceride levels were predictive of cardiovascular events in primary prevention populations.

For HDL-C, the pertinent genetic evidence comes from alleles of ABCA1, a gene encoding adenosine triphosphate-binding cassette transporter A1. Loss-of-function mutations in ABCA1 decrease serum HDL-C but do not change levels of triglycerides or LDL-C; there is no associated risk of CHD.Citation67 This argues against HDL-C having a causal relationship with CHD.Citation67 In cohort studies, low HDL-C levels were predictive of coronary events (as opposed to coronary death) in 10 of 20 analyses of patients without pre-existing CHD.Citation56 A meta-regression analysis reported by Briel et al showed no association between treatment-induced changes in HDL-C and risk of CHD.Citation12 The current meta-regression analysis corroborates this result.

In summary, both genetic evidence and meta-regression analysis point to a relationship between circulating triglyceride levels and CHD and the absence of a relationship between HDL-C and CHD. The evidence from population-based cohort studies is equivocal but consistent with a relationship between CHD and triglycerides and/or HDL-C. Meta-regression analysis of clinical trial data constitutes observational evidence of associations between lipid levels and subsequent cardiovascular events. We addressed the possibility of systematic error due to confounding between lipid variables in stratified analyses. The results of these analyses indicate that there was no confounding with low HDL-C or high LDL-C or total cholesterol levels. The association between triglycerides and CHD events, however, was statistically significant in the low LDL-C and total cholesterol strata.

In cohort studies, the potential for confounding has been addressed by multivariable modeling. However, these analyses varied in the choice of type of model, in the lipid and non-lipid variables included, and in the structure of those variables.Citation56 The subjectivity in choosing these model features introduces the potential for systematic error, and there is evidence of confounding between triglycerides and HDL-C.Citation56 The pooling of individual patient data of multiple population-based cohort studies, as in the Emerging Risk Factor Collaboration analysis, reduces random error by increasing the sample size but does not remove the potential for systematic error.Citation68 Meta-analysis of cohort studies – in which cohorts of patients rather than individual patients are the unit of pooling – produces statistically heterogeneous data sets.Citation69 The alternative approach is the systematic tallying of cohort studies according to whether they recorded a statistically significant relationship between triglyceride levels and coronary events.Citation56

In conclusion, meta-regression analysis of clinical trial data agrees with genetic evidence and analyses of cohort studies, indicating that plasma triglyceride levels are predictive of the risk of CHD. Furthermore, both meta-regression and systematic review of cohort studies suggest that this risk is manifest in primary but not secondary populations. This argues that triglycerides might be considered as a factor in risk assessment algorithms in primary populations, and that drugs targeting triglyceride levels are not a priority in secondary populations. Genetic evidence and meta-regression analysis argue against a causal relationship between HDL-C and CHD.

Acknowledgments

Funding for this study was provided by SCRIBCO.

Supplementary material

Table S1 Clinical trials included in the analysis

Disclosure

All authors received remuneration from SCRIBCO to perform the work described in this manuscript.

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