Randomised controlled trials of n-3 fats in cardiac patients
The first published randomised controlled trials (RCT) in this area began recruitment in 1983 and reported a beneficial effect of fish or fish oil consumption on all-cause mortality and IHD mortality( Reference Burr, Fehily and Gilbert 1 ). Similarly, the next published RCT, which began recruitment in 1993, reported a beneficial effect of fish oil consumption on all-cause mortality, coronary death and sudden death( 2 ). These findings are in agreement with the results of prospective cohort studies that showed that increased fish consumption is associated with decreased CHD mortality( Reference Mozaffarian and Wu 3 , Reference Harris, Kris-Etherton and Harris 4 ). However, RCT that recruited participants having CHD risk factors or existing CHD during the years 2002–2007 have reported no effect of fish oil supplementation( Reference Bosch, Gerstein and Dagenais 5 – 8 ). This review examines the temporal changes during these years that could have affected the suitability of RCT to be the most appropriate methodology for examining the effects of fish oil supplementation on cardiac outcomes. It also contrasts the nature of RCT with fish oil in cardiac patients with that of RCT in drug development, which is the origin of modern RCT methodology.
Randomised controlled trials have been placed at the top of the evidence hierarchy
The first publication of a blinded RCT in medicine is the Medical Research Council study on streptomycin in tuberculosis patients in 1947–1948. By 1970, the Food and Drug Administration required that evidence for drug efficacy be based on controlled clinical trials with by-group intention-to-treat analyses( Reference Meldrum 9 ). The acceleration of drug use in therapy with approximately 1200 drugs being approved by the Food and Drug Administration in the period 1950–2008( Reference Munos 10 ) has undoubtedly reinforced the primacy of RCT for providing the proof of efficacy of an experimental treatment. This position has not been shaken by the generally accepted arguments that clinical drug trials have poor external validity( Reference Steg, Lopez-Sendon and Lopez de Sa 11 – Reference Pincus and Sokka 13 ), that the use of composite endpoints, which is very common, can provide statistical significance that is driven by the most prevalent but often least important component( Reference Rothwell 12 , Reference Kaul and Diamond 14 ), and that in industry-funded trials the results and conclusions overwhelmingly favour the sponsor's product( Reference Bero, Oostvogel and Bacchetti 15 ).
Differences between trials with pharmaceuticals and those with fish oil
RCT that examine the effects of n-3 fats from fish and/or fish oil on cardiovascular outcomes will share many of the limitations mentioned above. However, pharmaceutical RCT have at least one characteristic not shared by n-3 RCT. In drug trials, the test agent is administered to those in the experimental group, but not to those in the control group. In fish oil trials, the test agents, which are EPA and DHA, are present in both experimental and control groups.
In a RCT with a new drug, one group will receive the drug, usually at a dose determined from prior pharmacokinetic and pharmacodynamic studies. The control group will not receive the study drug and the blood concentrations of the study drug in the control group will be zero. In addition, it is standard practice to prohibit concomitant use of drugs with the same or similar action to the test drug. Thus, RCT with pharmaceuticals are designed to maximise the differences between the treatment arms and thereby optimise the chance of detecting an effect if it exists. This is in contrast to all RCT that have examined the effects of dietary fish and/or fish oil consumption on cardiac outcomes because the non-study intake of n-3 fats cannot be prevented.
Non-study intake of n-3 fats from fish and fish oil in randomised controlled trials
In any RCT that examines the effects of fish oil supplementation on cardiac outcomes, it would be advantageous to include participants with (1) a history of low n-3 intake at baseline and (2) zero-to-low non-study n-3 intake during the study.
A sample of seven of the larger RCT that examined the effects of fish or fish oil on cardiac outcomes were selected to span the period from the first large study that commenced in 1983 to a study that finished in 2012( Reference Burr, Fehily and Gilbert 1 , 2 , Reference Bosch, Gerstein and Dagenais 5 – 8 , Reference Burr, Ashfield-Watt and Dunstan 16 ). The average sample sizes of the seven RCT selected for this discussion were 3587 and 3581 for the fish oil and control groups, respectively. A recent meta-analysis( Reference Rizos, Ntzani and Bika 17 ) included studies in which six of the seven RCT cited herein were reviewed as well as studies with, for example, group sizes ranging between 18 and 60( Reference Garbagnati, Cairella and De Martino 18 – Reference Leng, Lee and Fowkes 20 ). Therefore, our sample is not an exhaustive list such as might be used to examine clinical outcomes in a meta-analysis. It is used to demonstrate only the points on trial design that are the topic of this discussion. Of these seven RCT, only three paid attention to baseline exclusions relevant to n-3 intake. These were exclusion of those already taking fish oil supplements and unwilling to discontinue their use( Reference Bosch, Gerstein and Dagenais 5 , Reference Kromhout, Giltay and Geleijnse 6 ) and exclusion of those intending to eat the intervention diet( Reference Burr, Fehily and Gilbert 1 ). The other four RCT had no exclusions relevant to baseline or continuing non-study n-3 intake. It is not possible to prevent n-3 intake in the control group during the study. Participants may be instructed not to consume non-study n-3-containing oils, but the intake of EPA+DHA from fish is poorly controlled. None of the reports of the seven RCT indicated that the control group was instructed not to eat fish, to limit fish intake or even not to use n-3 supplements. In one study, 76 % of the participants had consumed at least one fish meal per week, with 33 % consuming at least two fish meals per week( 8 ) (Table 1). In only one study, it was stated that the use of non-study n-3 supplements was ‘discouraged’, although it was also stated that ‘We made no study-specific dietary recommendations pertaining to consumption of fish or other marine products’( Reference Bosch, Gerstein and Dagenais 5 ) (Table 1). Non-study n-3 intake could decrease the difference in n-3 status between the intervention and control groups. One of the studies, known as Diet and Reinfarction Trial-2 (DART-2) in which the participants were recommended to eat two meals of oily fish per week, reported that fish intake at the end of the follow-up period was 47·7 g/d in the fish advice group and 39·4 g/d in the no-fish advice group( Reference Ness, Ashfield-Watt and Whiting 21 ). These intakes were statistically significantly different, but such a small difference is unlikely to be functionally significant.
DART, Diet and Reinfarction Trial; GISSI-P, GISSI-Prevenzione trial; MI, myocardial infarction; ORIGIN, Outcome Reduction with Initial Glargine Intervention.
The RCT under discussion recruited over a period spanning from 1983 to 2007 (Table 1). The start of recruitment falls into two periods, namely 1983–1993( Reference Burr, Fehily and Gilbert 1 , 2 , Reference Burr, Ashfield-Watt and Dunstan 16 ) and 2002–2004( Reference Bosch, Gerstein and Dagenais 5 – 8 ). The use of non-study fish oil supplements may not have been a substantive problem in the early trials, but it is more likely that non-study fish oil or increased fish intake may have occurred in the later trials as community and food industry awareness of n-3 fats increased and the availability of fish oil supplements increased. The advice given by the American Heart Association in 1961 made no distinction among different types of polyunsaturates( Reference Page, Allen and Chamberlain 22 ). In the Nurses' Health Study and the Health Professionals Follow-up Study, which surveyed participants' supplement intake from 1980 to 1986, respectively, no questions on fish oil intake were asked until 1988. In 1990, 1·6 and 3·3 % of the female and male participants, respectively, were taking a fish oil supplement, and by 2006, these values were 18·1 and 22·2 %( Reference Kim, Giovannucci and Rosner 23 ).
By 2000, the American Heart Association recommended that ≥ 2 fish meals per week be consumed, and by 2002, the American Heart Association recommendation included fish and/or fish oil supplementation for those with CHD( Reference Krauss, Eckel and Howard 24 , Reference Kris-Etherton, Harris and Appel 25 ). It is difficult to determine when fish oil came into community use to an extent that cardiac patients similar to those participating in these trials were likely to use it. However, it is presumed that the production of refined fish oil for human consumption followed demand. The change in uses of fish oil in the last 50 years with mainly hardened oils being used for margarines and negligible production of refined oils for human n-3 consumption in 1960 suggests that before 1990 the use of fish oil supplements was negligible and certainly not at levels observed today( Reference Shepherd and Jackson 26 ) (Table 2).
* Adapted from Shepherd & Jackson( Reference Shepherd and Jackson 26 ).
Importation of fish oil into the USA accelerated after 2000( Reference Bimbo 27 ) along with the changing advice of the American Heart Association in 2000( Reference Krauss, Eckel and Howard 24 ). Thus, during the period of recruitment and follow-up in the recent trials, ranging from 2002 to 2012( Reference Bosch, Gerstein and Dagenais 5 – Reference Rauch, Schiele and Schneider 7 ), fish oil supplements had become available, which makes it more likely that they were being used by cardiac patients such as those participating in the trials (Fig. 1).
Thus, during the period of commencement of these RCT, starting in 1983 and extending to 2007, it may have become increasingly difficult to recruit subjects with low baseline n-3 intake from marine sources and to maintain low n-3 intake from marine sources in the control group for the trial duration unless specific instructions were given and reinforced during the trial.
Non-study intake of n-3 fats from non-marine sources in randomised controlled trials
The n-3 fatty acids, EPA and DHA, are present not only in fish and fish oil, but also in red meat, eggs and dairy products. Although EPA and DHA are present in much higher quantities in fish than in red meat and poultry, almost half of the average long-chain n-3 PUFA intake for adult Australians originates from food other than fish, and this reflects the 6-fold higher intake of red meat and poultry compared with that of fish and seafood( Reference Howe, Meyer and Record 28 ). In addition, the long-chain n-3 PUFA can be synthesised from dietary α-linolenic acid (ALA), which is present in vegetable oils such as rapeseed and soyabean and in smaller amounts in leafy green vegetables, although conversion is limited. Dietary ALA is capable of modestly increasing tissue EPA levels in short-term studies, although most studies have not reported increases in DHA levels as a proportion of total fatty acids( Reference Brenna, Salem and Sinclair 29 ). However, radiotracer studies have shown that dietary ALA can be a precursor of DHA in men and to a greater extent in women( Reference Burdge and Calder 30 ), and this is supported by the presence of plasma DHA in vegans at levels only slightly lower than those present in omnivores( Reference Rosell, Lloyd-Wright and Appleby 31 , Reference Welch, Shakya-Shrestha and Lentjes 32 ). Thus, even if trial subjects do not take fish oil supplements or eat fish, they will have EPA and DHA in their tissues, which originate from dietary ALA, EPA and DHA in omnivores and dietary ALA in vegans.
Tissue EPA and DHA
Erythrocyte EPA+DHA levels are closely correlated with human myocardial EPA+DHA levels( Reference Metcalf, Cleland and Gibson 33 ). Whole-blood or erythrocyte EPA+DHA levels are also correlated with the risk of sudden cardiac death and primary cardiac arrest( Reference Siscovick, Raghunathan and King 34 , Reference Albert, Campos and Stampfer 35 ). A correlation between CHD mortality and erythrocyte EPA+DHA levels, the ‘omega-3 index’, has been observed in cohort, case–control and intervention studies( Reference Harris and Von Schacky 36 ). Thus, the biochemical and physiological effects of dietary EPA and DHA are most probably due to their levels in the target tissue, which, for prevention of arrhythmias, is the myocardium.
There is an implicit expectation that the randomised allocation will create two distinct groups with regard to both n-3 intake and subsequent tissue levels of EPA+DHA. This is probably not the case in part due to non-study n-3 intake as discussed above and also due to non-linear dose–responses and to variability from unexplained non-dietary sources. Data from the Cardiovascular Health Study cohort showed a non-linear relationship between intake and plasma phospholipid EPA+DHA levels, with the steepest dose–response being observed at intakes up to approximately 400 mg/d and smaller increases in plasma EPA+DHA levels occurring thereafter( Reference Mozaffarian, Lemaitre and King 37 ). Modelling of data from the Framingham Offspring cohort indicated that the dietary intake of EPA+DHA and fish oil supplementation accounted for only 25 and 15 %, respectively, of the variation in erythrocyte EPA+DHA levels( Reference Harris, Pottala and Lacey 38 ). This is supported by intervention studies that have shown up to 10-fold variation in plasma phospholipid or erythrocyte EPA levels in healthy volunteers given purified EPA and substantial variation in erythrocyte EPA+DHA levels only partially explained by the dose of fish oil( Reference James, Proudman and Cleland 39 – Reference Krul, Lemke and Mukherjea 41 ).
Thus, a RCT with a fish oil intervention may not have distinct groups in relation to tissue EPA+DHA content, and this could be due to a combination of non-study n-3 intake and variability in tissue levels that is related to factors other than n-3 intake, both of which have been highlighted by others( Reference von Schacky 42 – Reference Harris 44 ).
This outcome is illustrated by examining erythrocyte EPA+DHA levels in subjects who participated in a RCT that examined the effects of fish oil on post-operative atrial fibrillation after cardiac surgery( Reference Farquharson, Metcalf and Sanders 45 ). Effort was made to recruit subjects with a low erythrocyte EPA+DHA content at baseline. Potential subjects were excluded if they had consumed ≥ 1 fish meal per week or they had taken fish oil supplements. Most of those excluded from the RCT agreed to be followed in an observation group. The RCT intervention was oral fish oil containing 4·5 g/d of EPA+DHA for 3 weeks before the scheduled date of surgery. The control group consumed Sunola oil, a monounsaturated sunflower oil containing no measurable EPA or DHA( Reference Farquharson, Metcalf and Sanders 45 ). The fish oil group had significantly increased mean erythrocyte EPA+DHA levels at the time of surgery than at the baseline and compared with the control group at the time of surgery (Table 3).
a,b,cMean values with unlike superscript letters were significantly different (P< 0·05; linear mixed-effects model with post hoc Tukey's test).
* Consumed monounsaturated oil for 3 weeks before surgery.
† Consumed fish oil concentrate supplying 4·5 g/d of EPA+DHA for 3 weeks before surgery.
‡ Excluded from the trial due to the consumption of one or more than one fish meal per week or fish oil supplementation – agreed to be followed.
However, the scatter plots demonstrated the substantial overlap in EPA+DHA values between the control and fish oil groups after the intervention, i.e. at the time of surgery (Fig. 2). In fact, the upper 50 % of the control subjects and the lower 50 % of the fish oil subjects could be in the alternate group at the time of surgery. Also, subjects in the observation group, who were those who did not meet the inclusion criterion of consuming ≤ 1 fish meal per week or not ingesting fish oil, had mean and individual values indistinguishable from the fish oil group after the intervention (Table 3 and Fig. 2).
Thus, unless modern n-3 studies with cardiac patients exclude potential subjects on the basis of their background fish or fish oil intake, it is unlikely that any dietary n-3 intervention will create a distinct group with regard to tissue EPA+DHA levels. This will be exacerbated if there is no rigorous exclusion of those consuming marine n-3 fats from the control group during the study.
Problems arising from the ‘test agent’, EPA+DHA, being present in both the control and intervention groups
The overlap in EPA+DHA levels between the treatment and control arms has important implications for the final statistical comparisons. For binary outcomes, i.e. those with only two possible results such as a fatal heart attack occurring or not occurring, it is beneficial to maximise the mean difference in EPA+DHA levels between the treatment groups. For an adverse binary outcome, one can suppose that higher levels of EPA+DHA following intervention are associated with lower probabilities of experiencing the adverse event. For a fixed event rate in the control arm, a decreased distance between the mean EPA+DHA levels of the control and intervention groups will be associated with a smaller difference in event rates due to treatment and a subsequent decrease in the power to detect differences between the groups for a given sample size. In the case of continuous outcomes, both the mean difference between the groups and the variability within the groups with regard to EPA+DHA levels are important. When assuming a linear association between the levels of EPA+DHA following intervention and the mean of some continuous outcome, an increase in the within-group variability of EPA+DHA levels will result in an increase in the within-group variability of the continuous outcome, which in turn will reduce the power to detect a given effect size. Consequently, for continuous outcomes, one should try to maximise the between-group difference in mean EPA+DHA levels while also minimising the within-group variability.
There is also relevance for study design. If baseline n-3 intakes and/or n-3 tissue levels are at or near the extreme of the linear range for influencing cardiac outcomes, the clinical effect of an intervention providing more n-3 fats is greatly weakened. Mozaffarian & Rimm( Reference Mozaffarian and Rimm 46 ) pooled data from twenty cohort studies and randomised trials to generate a spline plot of the relative risk of CHD death against EPA+DHA intake. This plot demonstrated a dose–response from very low intake up to 250 mg/d of EPA+DHA and then little further reduction with higher intakes( Reference Mozaffarian and Rimm 46 ) (Fig. 3).
Similar relationships were observed in a meta-analysis of eleven prospective cohort studies that examined the dose–response between the intake of fish and the risk of CHD death( Reference He, Song and Daviglus 47 ) and also in a study with a single cohort that specifically examined sudden cardiac death( Reference Albert, Hennekens and O'Donnell 48 ). The meta-analysis incorporated studies that commenced from 1958 to 1989 with the average baseline year being 1972. A plot of the weighted relative risks for all categories of fish intake in each of the cohort studies demonstrated a significant protective effect of low fish intake compared with no intake, but then diminishing protection with increased intake( Reference He, Song and Daviglus 47 ). Similarly, the study that examined sudden cardiac death showed that dietary fish intake was associated with a reduction in the risk of sudden cardiac death, but there was a plateau after the consumption of more than one fish meal per week( Reference Albert, Hennekens and O'Donnell 48 ).
Thus, the relative change in the risk of CHD mortality with n-3 consumption will be greatest when the comparator has consumed little or no n-3.
Mozaffarian & Rimm( Reference Mozaffarian and Rimm 46 ) have integrated these and other observations to predict the relationships between EPA+DHA intake and various clinical or biomarker cardiovascular outcomes (Fig. 4).
Endpoints
Besides the issue with background intakes that may be near or above the plateau for effect, the composite endpoint is an additional problem. The cohort studies, case–control studies and RCT that do find an effect of n-3 fat intake on coronary mortality generally find no effect on non-fatal myocardial infarction( Reference Mozaffarian and Wu 3 ). This can be explained if the main cardiac effect of n-3 fats at modest doses is the prevention of fatal arrhythmia. Therefore, inclusion of outcomes for which there is little or no evidence of an effect of n-3 fats, such as non-fatal cardiovascular events, percutaneous interventions and coronary artery bypass grafting (CABG), in a composite primary endpoint greatly increases the chance of a null finding even if fish oil intake is associated with one of the components of the composite primary outcome measure, and this point has been made by others( Reference Wu and Mozaffarian 43 ). During the Alpha Omega Study, it was realised that the event rate of the original primary endpoint of fatal CHD would be too low and therefore major cardiovascular events were considered to be the primary endpoint, which was a composite of fatal and non-fatal myocardial infarction, sudden death, mortality from heart failure, non-fatal stroke and fatal stroke, percutaneous intervention and CABG( Reference Geleijnse, Giltay and Schouten 49 ). This is expected to greatly decrease the chance of detecting an effect on the primary outcome measure, which is always the main aim of a RCT.
This is not an issue unique to n-3 studies. The problems arising from composite endpoints in drug trials have been outlined, and these centre on the interpretation of results. The trial may show a benefit of a drug on a composite endpoint where the benefit is driven only by a single element of the composite endpoint, but the announcements that accompany the results can imply, by association, that there is a benefit for all elements of the outcome measure( Reference Loscalzo 50 ).
Conclusions
RCT are accepted methods for examining drugs, and the reasons are obvious. They can show causality and they are not impaired by the use of the drug at baseline or in the control group during the trial. These issues are easily controlled, and they contrast greatly with RCT that examine the effects of fish oil supplementation in cardiac patients. The ability of a RCT to detect changes in CHD mortality will be greatest if the baseline intake of EPA and DHA is very low and non-study EPA+DHA intake is low. If baseline or non-study intake is near or above the threshold for effect, then the RCT is unlikely to show any further effect of an n-3 intervention.
It can be argued that none of the issues mentioned above are weaknesses in the conduct of RCT in subjects with cardiac disease because RCT produce answers to the question they are designed to address. For example, the Alpha Omega Study found no effect on a composite outcome that included fatal+non-fatal CVD+percutaneous intervention+CABG of daily consumption of margarine containing 400 mg EPA+DHA in subjects already consuming EPA+DHA at median intakes of 130 (interquartile range 60–210) mg/d( Reference Kromhout, Giltay and Geleijnse 6 ). Thus, this amount of dietary EPA+DHA added to a median background intake of 130 mg/d of EPA+DHA had no effect discernible by this RCT. It was adequately powered and that is the answer. However, an approach that took into account (1) tissue EPA+DHA levels at baseline and where this placed participants on the expected dose–response curve, (2) the effect of study and non-study n-3 intake on the final tissue EPA+DHA levels in each group, and (3) the use of existing published information to choose an outcome measure that is more likely to be sensitive to the intervention perhaps could have yielded a positive result. Phase III clinical trials with pharmaceuticals invariably consider pharmacokinetics and pharmacodynamics in the planning of the RCT( Reference Chien, Friedrich and Heathman 51 ), but n-3 trials in CVD patients do not.
This discussion has focused on the shortcomings of individual RCT of fish or fish oil interventions. However, these shortcomings of the test agent being in each group along with the lack of control over baseline n-3 status and no allowance for the intervention being in a range where the outcome is responsive to dose inevitably affect the conclusions of meta-analyses.
Analysis of fish oil RCT mirrors that of drug RCT. This is a by-group comparison of the intention-to-treat sample and it is the standard for publication. This is understandable for drug trials, but the lack of distinct groups in fish oil trials limits the conclusions on efficacy that can be drawn from such an analysis. Given this limitation, it is appropriate to acknowledge the value of post hoc regression analyses that examine the relationships between tissue levels of n-3 fats and outcomes. These could accompany the initial publication of the by-group comparisons and assist in drawing the conclusions. It follows that meta-regression analyses may be more informative than standard meta-analyses that compared group outcomes.
These limitations point out the relative usefulness of cohort and case–control studies and ‘real-life’ clinic studies for assessing n-3 benefits at the community level and the patient level, respectively. An example from the latter category is the retrospective matched cohort analysis of data from the General Practice Research Database in the UK that showed that prescription of licensed n-3 fats at a daily dose of 1 g to patients within 90 d of a first myocardial infarction reduced all-cause mortality( Reference Poole, Halcox and Jenkins-Jones 52 ). The intention of such a study is the same as that of Phase IV drug trials; that is, to examine how the drug or, in this case, fish oil performs in real-life practice with the vagaries of compliance.
Recommendations for randomised controlled trials with fish oil
The trial design should aim to maximise the appropriate differences in n-3 tissue levels between the control and the intervention group(s). The following exclusion criteria should be used:
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(1) Exclude those who habitually consume more than one fish meal per week.
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(2) Exclude those taking fish oil supplements and are unwilling to discontinue their use.
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(3) Exclude those who are not certain that they will not use fish oil or similar n-3 supplements for the duration of the trial.
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(4) Exclude those whose tissue n-3 levels are above a certain threshold (realistically this would be erythrocyte n-3 levels).
These exclusions will greatly reduce the recruitment of cardiac patients due to the recommendations that they generally receive to increase n-3 intake.
To address the variability in the relationship between the intake and tissue levels of n-3 fatty acids, a treat-to-target approach could be used. This would employ dosage adjustment to reach a certain target erythrocyte EPA+DHA level in the intervention group, rather than relying on a fixed dose of fish oil. This would be similar to the approaches followed in statin trials with target LDL levels or diabetes trials with target glycated Hb levels and anti-hypertensive trials with target blood pressures.
The primary endpoint should not include outcomes for which there is little or no evidence for an effect of dietary n-3 fats. This would exclude non-fatal myocardial infarction, hospital admission for cardiovascular causes, percutaneous intervention, and coronary artery bypass surgery, all of which have been used in composite primary endpoints in fish oil trials with cardiac patients( Reference Kromhout, Giltay and Geleijnse 6 , 8 ).
Clearly, these criteria would increase the difficulty of conducting RCT involving fish oil supplementation in at-risk cardiac patients. However, to continue further RCT without addressing especially the issue of non-discrete n-3 groups and whether baseline n-3 intake already places individuals high on the dose–response curve is an inefficient and flawed approach for studying the potential benefits of dietary n-3 fats for cardiac mortality.
Acknowledgements
The review was conceived by M. J. J. and writing contributions were made by M. J. J., T. R. S., R. G. M. and L. G. C.