A recent evaluation of the FOURIER study found cardiovascular benefit by lowering LDL to less than 40 mg/dL (see
cad high risk LDL less than 40 FOURIER circ2021 in dropbox, or doi.org/10.1161/CIRCULATIONAHA.121.056536)
Details:
-- this study was an exploratory analysis of the FOURIER study, which compared cardiovascular outcomes in those with stable atherosclerotic cardiovascular disease on statins, randomized to evolocumab (a PCSK9 inhibitor) vs placebo
-- 27,564 patients were enrolled in FOURIER
-- mean age 63, 75% men
-- prior MI 81%, prior ischemic stroke 19%, peripheral artery disease 13%
-- diabetes 37%, smokers 28%, hypertension 80%
-- statin therapy 100% (70% high-intensity, 30% medium-intensity); 5% on ezetimibe; 92% on aspirin, 75% on b-blocker, 78% ACE/ARB
-- median baseline LDL 93 mg/dL (interquartile range 80-109 mg/dL)
--patients randomized to evolocumab: 65% achieved an LDL <40 mg/dL
Results:
top graph: y-axis = achieved LDL in mg/dL at 48 weeks, finding that the achieved LDL was lower in those with lower baseline LDL. The shaded area represents the amount of LDL lowering between the treatment arms (bottom of shaded area = evolocumab, top = placebo) for a given baseline LDL (blue shaded area = achieved LDL above 40 mg/dL, red is below)
bottom graph: y-axis = Hazard ratio for evolocumab vs placebo for cardiovascular death, MI, or stroke, per 39 mg/dL (1 mmol/L) reduction in LDL
interpretation of these graphs:
-- there were essentially no persons with an initial LDL on statins who achieved an on-treatment LDL < 40mg/dL unless they were randomized to evolocumab
-- the further the baseline LDL was lower than 93 mg./dL, the lower the achieved LDL, decreasing from 0% of the patients at 93 mg/dL to 38% who started at 58 mg/dL
-- AND, the HR for vascular events continued to decrease as the baseline LDL was lower (reflected by the HR actually improving more with those with the lower baseline LDL who were much more likely to have much lower achieved LDLs). that is to say: though >1/3 of the patients had LDL <40 mg/dL when they had baseline LDL nearer to 58 mg/dL, the clinical benefit did not decrease as the LDL continued to decrease below 40 mg/dL
-- there was also clear benefit for those with higher baseline LDLs above 100mg/dL or so
-- eg, those with baseline LDL of 130 mg/dL did achieve an LDL of about 120 mg/dL on placebo but LDL of around 60 mg/dL on evolocumab (though there was only had a 10% reduction in clinical events, per 39 mg/dL decrease in LDL)
--there was a similar continuous decrease in cardiovascular events by assessing ApoB or non-HDL levels (graphs not shown, see article if interested)
Commentary:
-- the American College of Cardiology/American Heart Association/Multisociety cholesterol 2019 guidelines recommend an LDL <70 mg/dL in high-risk individuals, with addition of other agents if statins are unable to achieve this level
-- the European Society of Cardiology/European Atherosclerosis Society 2019 guidelines recommend that for secondary prevention in patients at very high risk, a goal LDL reduction of >50% and an LDL level of <55 mg/dL (see doi:10.1093/eurheartj/ehz455 ). And for those who have a second vascular event while on maximally tolerated statin-based therapy, an LDL-C goal of <40mg/dL "may be considered"
-- in this current study, the LDL in the placebo group did not change, around 90 mg/dL, over the course of the study; those on evolocumab averaged LDL in the low 30 mg/dL range over the study, an average decrease of 56 mg/dL
-- overall reductions with evolocumab at 48 weeks: LDL <70 mg/dL in 87%, LDL <40 in 67%, LDL <25 in 42%
-- for these high-risk patients, 30% were on a moderate-intensity statin... seems like they were undertreated and should have been maximized in comparing the benefit with evolocumab (see below)
-- rather curious that there was so little protection in those with baseline LDL >110 mg/dL or so. (see above example of baseline LDL of 130 mg/dL). A few issues:
-- perhaps the reason that there was not much change in the benefit of evolocumab in those with baseline LDL from 110 to 150 mg/dL is because of unmeasured confounders
-- in the "efficacy in key subgroups" analysis in the original FOURIER trial (page 55 of the supplement): there was only a strong but not statistically significant trend to efficacy of evolocumab in the primary endpoint in those with baseline LDL >109 mg/dL, HR 0.89 (0.77-1.02), similar to the above result. there was no further analysis of results comparing baseline 130-150 vs 110-130 mg/dL, or other subdivisions. But... evolocumab is so effective in lowering LDL!!!! other studies have found benefit from statins in lowering LDL in this range
-- post hoc analysis of the Treating to New Targets trial found that baseline HDL was a major predictor of cardiovascular events in patients with baseline cardiovascular disease, with those on atorvastatin 10mg but HDL >55 mg/dL having the same 5-year risk of a major cardiovascular event as those on atorvastatin 80mg but HDL <38 mg/dL, and overall there were more cardiovascular events in those with lower HDLs (see cad TNT with hdl nejm 2007 in dropbox, or Barner P. NEJM 2007; 357: 1301-10). No stratification by HDL in the FOURIER trial.
-- FOURIER trial (see lipids PCSK9 evolocumab nejm2017 in dropbox, or DOI: 10.1056/NEJMoa1615664), or http://gmodestmedblogs.blogspot.com/2017/03/treating-ldl-to-target-more-evidence.html: overall evolocumab was associated with a 59% decrease in LDL form median baseline of 92 mg/dL, associated with a 15% decrease in vascular events with no increase in adverse events (including new-onset diabetes and neurocognitive events). of note, this decrease in vascular events was less than expected for the level of LDL decrease, leading to a significant reduction in the value of the drug company in the stock market, a more significant reduction in their stock than in clinical events with their drug... -- this should serve as a reminder that LDL is just a surrogate endpoint, and the really important result is actual clinical events in people. For example, there are lots of different LDLs: this is just an electrophoretic pattern combining LDLs below a certain arbitrary density. And there are lots of studies suggesting that all LDLs are not the same: the small dense ones are more atherogenic than the big fluffy ones. so, do these PCSK9's decrease the better ones more than the bad ones, leading to less clinical benefit???? they did measure the apoB levels, and apoB is a surrogate marker of the surrogate marker of LDL size (one apo B per LDL, so small dense LDLs are associated with relatively higher apoB levels. and apoB level is a stronger marker of clinical events than LDL levels!!!). But, again, in this study it does not appear that there was a sufficiently large decrease in clinical events with lowering the apoB levels: looks even less effective than lowering overall LDL levels on their graph, supporting a change in LDL type: ![](data:image/png;base64,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)
Limitations:
-- this is a retrospective analysis of one trial (FOURIER), assessing achieved LDL levels and finding benefit of a lower LDL. and they did find that the lower initial LDL was associated with a lower achieved LDL by the powerful PCSK9 drugs. But, we can only assert that this is an association and not a causal relationship. For the latter, we would need a randomized controlled trial with specific LDL goals targeted. maybe those able to achieve a lower LDL were different from those who could not?
--there was not much granular data on key clinical aspects of cardiovascular events. maybe there were important differences between the groups in their lipids (eg, subgroups of LDL, as above) or other non-measured risk factors (exercise, diet, supplements, stress, other sociodemographic or psychosocial variables)
-- as mentioned above, one important variable might well be stratification by HDL levels. there was some increase in them by evolocumab in FOURIER trial overall, but no individual-level data/analysis
-- in theory, an RCT of this number of patients should equalize these variables to those randomized into the different groups, but would be useful to actually know...
--the FOURIER study was of very high-risk people, limiting generalizability to lower risk ones. For example, none of their patients on statins had an achieved LDL <40 mg/dL (and likely few had achieved LDL<40-50 mg/dL, given the interquartile range of the median LDLs was 80-109 gm/dL; and the median for the lowest LDL quartile was 74 mg/dL)). on my anecdotal note, i have been very aggressive in cholesterol management, as mentioned below, and have several patients achieving LDL levels in the 20-40 mg/dL range. my guess is that the FOURIER group was in part so high risk because they had quite high initial LDLs and/or bad LDL phenotypes or were less sensitive to statin-induced LDL lowering than less high-risk people???
-- as noted above, these high-risk patients were not optimally treated at the time of the start of the study: the presumed target LDL was <70 mg/dL by the least aggressive AHA guidelines, yet:
-- the baseline median LDL was 93 mg/dL
-- even the lowest quartile LDL at baseline was 74 mg/dL
-- a full 30% were not even on "high-intensity" statins
-- and not all "high-intensity" statins are created equal: both rosuvastatin 40mg and atorvastatin 40mg both make the list, yet the former is way more powerful than the latter (per the medial literature, and confirmed in my practice). the FOURIER study itself did not differentiate the "high-intensity statin" used
--so, for our clinical practice, this study is ill-conceived: i strongly believe that we should maximally manage this very vulnerable high-risk patients with aggressive lipid targets, and that the primary approach should be statins (grinding up the specific statin/dose as needed), then adding ezetimibe, and then considering a PCSK9 inhibitor (i believe optimizing non-PCSK9 therapy is required by insurers anyway to approve the PCSK9 add-on). So, the relevant clinical study would have been placebo vs med in high-risk patients with LDL maximally controlled by the traditional meds (ie really high-intensity statin with ezetimibe, as needed). but, this type of study would probably have been less appealing to the sponsor of the current study, the drug company....)
--patients at risk, and especially for primary prevention in those with no known prior vascular events but who happen to achieve a very low LDL on just statins: i think they can be left at that level with likely increasing benefit and no clear harm.
-- i must admit that for years i have been pushing statins quite aggressively in those in higher cardiovasc risk, pushing them well below the 70 mg/dL mark, given that former study of benefit down to 21 mg/dL, by cranking up the statin potency and/or dose as needed
-- and, i do see patients with achieved LDLs in the 30 mg/dL range on statins, all tolerating these LDLs without a problem (and none have had vascular events, by the way, over many years of follow-up....), so i am leaving them on the med.
--i do think it makes sense to really decrease the LDL as much as can easily be achieved on statins in those with multiple ongoing risk factors (smoking, diabetes, uncontrolled hypertension)
--but the question comes up as to when we should add another med (eg ezetimibe) for further reduction. my guess is that might be reasonable when one cannot achieve the goal of <70 for primary prevention in higher risk patients. but unstudied, and at this point i am still hesitant to add another med
--and, those with much higher risk (secondary prevention: esp recent prior vascular event) should probably be on statin plus ezetimibe to lower their LDL levels if the statin is not achieving an LDL in the <55 mg/dL range as per the European guidelines, and move to a PCSK9 inhibitor (and deal with the prior approval) if the patient cannot achieve a goal <55mg/dL, with the hope of getting <40 mg/dL
geoff
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