Evidence-Based Medicine, Part 3: Can It Be Salvaged?

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ByDr. Malcolm KendrickDecember 29, 2019

Bernard Shaw, in his book The Doctor’s Dilemma, written in 1906, outlines a key driver behind much medical activity: “When your child is ill or your wife dying,” when you are confronted by “the spectacle of a fellow creature in pain or peril, what you want is comfort, reassurance, something to clutch at, were it but a straw. This the doctor brings you. You have a wildly urgent feeling that something must be done; and the doctor does something. Sometimes what he does kills the patient.”

Medical history is full of “somethings” that have killed the patient or caused great pain and suffering without providing any benefit at all. Evidence-based medicine grew from the recognition that medicine must become more scientific. The argument was simple: If we are going to do something to a patient, we need evidence that it works, or, at least, that it does more good than harm.

This is a very simple concept and in principle appears impossible to argue against. However, in practice, medicine differs greatly from many other branches of science, not least because medical ethics ensure humans can never be tested to destruction or serious harm; nor can human activities and lifestyle be fully controlled in any clinical trial.

Equally, genetic differences can make a treatment effective for one person and damaging for another. Penicillins are highly effective medications for most people, but in a significant percentage, they can cause anaphylaxis and death.

Young people can react differently to drugs than older people, men differ from women, some individuals have many different underlying medical conditions that can complicate medical treatments (Type 2 diabetes, CVD, COPD, and suchlike), and others do not. Equally, there is a very strong placebo effect that is difficult to control for, and the impact and influence of individual clinicians has a strong effect on patients.

People are not interchangeable units, and how they react can differ greatly depending on an extremely large number of variables. Therefore, evidence gathered from clinical trials on highly selected populations is always going to be, at best, imperfect and cannot possibly be the only factor used to guide treatment decisions.

Unfortunately, in an attempt to create a system of scientific “purity,” the randomized controlled clinical trial (RCT) has become the dominant form of evidence, only surpassed by a meta-analysis of several randomized clinical trials that are all aggregated in an attempt to synthesize (what is perceived to be) the highest-quality evidence.

Gradually, the systematic meta-analysis has taken over as the form of “evidence” that is seen as having greater value than any other, and by a considerable margin. A point argued very forcefully in the Lancet paper “Interpretation of the evidence for the efficacy and safety of statin therapy”: “When large-scale evidence from randomised controlled trials does exist (as it does for statin therapy), the additional value of information from non-randomised observational studies about treatment effects is very limited” (1, my emphasis).

In essence, this article is a long and complex argument, “confirming” that only the data from randomized clinical trials have any real value. Individual patient experiences and observations cannot add any information that would alter clinical judgment.

The dominance of the randomized clinical trial (RCT) has also underpinned the creation of a wide range of guidelines. In one case, this has resulted in the current situation whereby 15 million people are taking statins daily in the U.S. Indeed, were the CVD guidelines to be fully implemented, this figure would be closer to 100 million, including every single man over the age of 60.

This reliance on RCTs, primarily funded by the pharmaceutical industry, has driven a great deal of the research in predetermined directions, primarily in the treatment of common lifelong “conditions” that are considered highly profitable. This, in turn, has resulted in much of the evidence becoming biased, as commercial imperatives distort research findings.

Significant concerns with research have been highlighted repeatedly by the editors of the world’s most influential medical journals. For example, Richard Horton, editor of the Lancet claims:

The case against science is straightforward: much of the scientific literature, perhaps half, may simply be untrue. Afflicted by studies with small sample sizes, tiny effects, invalid exploratory analyses, and flagrant conflicts of interest, together with an obsession for pursuing fashionable trends of dubious importance, science has taken a turn towards darkness. (2, my emphasis)

His views are supported by Richard Smith, editor of the BMJ for many years, quoting Doug Altman:

Twenty years ago this week the statistician Doug Altman published an editorial in the BMJ arguing that much medical research was of poor quality and misleading … Why, asked Altman, is so much research poor? Because “researchers feel compelled for career reasons to carry out research that they are ill equipped to perform, and nobody stops them.”

“The poor quality of much medical research is widely acknowledged,” wrote Altman, “yet disturbingly the leaders of the medical profession seem only minimally concerned about the problem and make no apparent efforts to find a solution.”

Altman’s conclusion was: “We need less research, better research, and research done for the right reasons. Abandoning using the number of publications as a measure of ability would be a start.”

Sadly, the BMJ could publish this editorial almost unchanged again this week. Small changes might be that ethics committees are now better equipped to detect scientific weakness and more journals employ statisticians. These quality assurance methods don’t, however, seem to be working as much of what is published continues to be misleading and of low quality. Indeed, we now understand that the problem doesn’t arise from amateurs dabbling in research but rather from career researchers.

Smith went on to say:

John Ioannidis showed that almost none of thousands of research reports linking foods to conditions are correct and how around only 1% of thousands of studies linking genes with diseases are reporting linkages that are real. His famous paper “Why most published research findings are false” continues to be the most cited paper of PLoS Medicine.

Ioannidis’s conclusion as to why so much research is poor is similar to that of Altman’s: “Most scientific studies are wrong, and they are wrong because scientists are interested in funding and careers rather than truth.” (3)

This view is reinforced by Marcia Angell, long-time editor of the New England Journal of Medicine, which is considered by many to be the most important medical journal in the world:

It is simply no longer possible to believe much of the clinical research that is published, or to rely on the judgment of trusted physicians or authoritative medical guidelines. I take no pleasure in this conclusion, which I reached slowly and reluctantly over my two decades as an editor of the New England Journal of Medicine. (4)

Unfortunately, it is impossible to disagree with Horton’s statement that “something has gone fundamentally wrong with one of our greatest human creations.” Evidence-based medicine can only possibly be of value if the evidence it rests upon can be trusted. That trust is clearly no longer possible, and we are beginning to see the results.

For many years, life expectancy was rising in all Western countries, but recently, these improvements have stalled and even reversed. As a recent headline in the U.K. highlighted, “Heart disease deaths in under 75’s [are] going up for the first time in 50 years” (5). It seems all the mass medications, guidelines, testing, screening, and scanning is not working anymore.

The same fall in life expectancy can be seen in the U.S. The Atlantic reports:

Health experts typically expect longevity to increase as the economy grows and more health advancements are made, so the fact that life expectancy has been flat or trending downward for years now is concerning.

This data point, says Christopher Murray, the director of the Institute for Health Metrics and Evaluation at the University of Washington, “confirms that there’s a profound change in the trajectory of mortality. This should really be getting everyone’s attention in a major way.” (6)

Of course, there will be reasons other than the failure of evidence-based medicine and the corruption of the research database for this decrease in life expectancy. However, there is clear evidence that the mass medication (polypharmacy) that has followed on from EBM-based guidelines has become damaging rather than beneficial.

An Israeli study attempted to de-prescribe as many medications as possible from an elderly population who were all taking multiple medications. The study was called “Poly de-prescribing to treat polypharmacy: Efficacy and safety.” The study found poly de-prescribing resulted in consistent improvement in quality of life (QoL):

This self-selected sample longitudinal research strongly suggests that the negative, usually invisible effects of polypharmacy are reversible. PDP (poly de-prescribing) is well tolerated and associated with improved clinical outcomes, in comparison with outcomes of older people who adhere to all clinical guidelines and take all medications conventionally. (7)

This builds on other research that demonstrated “PDP was associated with a significant reduction in both mortality and referrals to hospitals, in nursing home patients and with improved clinical outcomes and QoL in community-dwelling older people” (7, my emphasis).

In summary, taking people off several of the medications recommended by guidelines resulted in a significant improvement in quality of life, mortality, and hospital referrals. Turning this evidence around, this would strongly suggest that polypharmacy is a cause of increased mortality and may be a significant factor in the reduction in life expectancy seen in both the U.S. and U.K.

Recall Shaw: “When your child is ill or your wife dying,” when you are confronted by “the spectacle of a fellow creature in pain or peril, what you want is comfort, reassurance, something to clutch at, were it but a straw. This the doctor brings you. You have a wildly urgent feeling that something must be done; and the doctor does something. Sometimes what he does kills the patient.”

Can EBM be salvaged? Only if the public and politicians, and of course doctors, wake up to the fact that “something has gone fundamentally wrong with one of our greatest human creations.”


Additional Reading


KendrickMalcolm Kendrick is a family practitioner working near Manchester in England. He has a special interest in cardiovascular disease, what causes it, and what may prevent it. He has written three books: The Great Cholesterol ConDoctoring Data, and A Statin Nation. He has authored several papers in this area and lectures on the subject around the world. He also has a blog, drmalcolmkendrick.org, which stimulates lively debate on a number of different areas of medicine, mainly heart disease.

He is a member of THINCS (The International Network of Cholesterol Sceptics), which is a network of doctors and scientists who believe that cholesterol is not the main underlying cause of heart disease. He remains a proud Scotsman, whisky drinker, and failed fitness fanatic who loves a good scientific debate — in the bar.


References

  1. Collins R, et al. Interpretation of the evidence for the efficacy and safety of statin therapy. Lancet 388.10059(Nov. 19, 2016): 2532–2561.
  2. Horton R. Offline: What is medicine’s 5 sigma? Lancet 385.9976(April 11, 2015): 1380.
  3. Smith R. Medical research—still a scandal. BMJ Op Jan. 31, 2014.
  4. Angell M, New York Review of Books, 19 Jan. 2009.
  5. Bodkin H. Heart disease deaths in under-75’s going up for the first time in 50 years. The Telegraph. May 13, 2019.
  6. Khazan O. Americans are dying even younger. The Atlantic. Nov. 29, 2018.
  7. Garfinkel D. Poly-de-prescribing to treat polypharmacy: efficacy and safety. Ther Adv Drug Saf. 9.1(Jan. 2018): 25–43.

Comments on Evidence-Based Medicine, Part 3: Can It Be Salvaged?

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Peter Mason
December 30th, 2019 at 5:18 am
Commented on: Evidence-Based Medicine, Part 3: Can It Be Salvaged?

I bought into the work of quacks, many of them have written on this site. I find their advice to be better than any i have had from my doctor who funnily enough i have not needed to see since discovering the information out there on the net.

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Gustavo Sandri Heidner
December 30th, 2019 at 3:04 am
Commented on: Evidence-Based Medicine, Part 3: Can It Be Salvaged?

"Dr." Malcolm Kendrick is an MD, not a PhD. He has, therefore, not received training to be a scientist, but rather to be a clinical practitioner. His lack of focus with his criticism can be seen all over the place. First, he complains that clinical trials and meta-analyses do not include "small" data, and later he complains that 50% of the "small" data is trash. Well, which one is it then?


We are living in strange days. Never before have we had so much access to information, and never have people bought so much into the "work" of quacks. I don't know when CF took that turn, but it seems to me that as the months go by, more and more, it is distancing itself from any tether to the truth and delving ever deeper into the realms of fantasy. Soon it might find itself unable to quote from the very science that runs in its veins.

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Michael Eades
December 30th, 2019 at 6:50 am

Mathematician and philosopher Nicholas Naseem Taleb coined the acronym IYI, which stands for 'intellectual yet idiot.' These are the people we've all encountered who have gone to all the right schools, taken all the right degrees, and accumulated all the right academic merit badges. They embody the term intellectual, but once they leave academia, they are unable to function in the real world. By virtue of their diplomas and awards, they end up finding their way into high levels of government (and to some degree business) where they manage to screw up everything they touch. They last a lot longer in government than they do in business. They are intellectuals, but total idiots in terms of any productive function.


Taleb has inspired me to coin my own acronym for similar types of people found all too often in the medical and scientific community: EBYI. Which stands for 'evidence-based yet idiot.' These are the docs (both MD, DO, and PhD) who go around primly scoffing at the diagnoses and, especially, treatments of their peers. Hmph, they snort, I would never do that; I practice only evidence-based medicine.


What's the definition of evidence-based medicine? One assumes it is diagnosis and/or treatment based on evidence. But then what is evidence?


If pressed, most EBYIs would respond that evidence can be found in the medical literature or the current treatment guidelines, which are supposedly based on the latest medical/scientific literature.


But what if the medical/scientific literature is not up to snuff? What then?


David Sackett, the so-called father of evidence-based medicine, famously told his medical students "Half of what you'll learn in medical school will be shown to be either dead wrong or out of date within five years of your graduation; the trouble is that nobody can tell you which half."


Half would be bad enough, but it's even worse than that. John Ioannidis from Stanford, one of the most cited researchers in science, has pointed out in his seminal 2005 paper that most of what is found in the medical and scientific literature is wrong. Others performing detailed statistical analyses on Dr. Ioannidis's work have calculated that roughly 93 percent of published studies are false.


This means that 7 percent of papers published in the medical/scientific literature are science, while 93 percent are science fiction. Going back to Dr. Sackett's talk to his medical students raises the question Which 7 percent are really science and which 93 percent are dead wrong?


Since the practice guidelines are based on the most current scientific literature, odds are they are more science fiction than science.


It's been my unfortunate experience that the EBYIs among us pompously go about their business blindly adhering to these guidelines and the literature that underpins them, while looking down their noses at those, such as Dr. Kendrick and others, who are digging into these studies to try to separate the 7 percent wheat from the 93 percent chaff.


The wreck that is the current medical/scientific situation is at the heart of what CrossFit refers to as The Mess. Seven percent science vs 93 percent science fiction is almost beyond belief. It's a situation that should not be tolerated, yet EBYIs walk among us, primly touting these studies as evidence-based, while 93 percent of them are total BS.


Instead of being castigated, Dr. Kendrick and CrossFit should be applauded for shining a light on this absolutely dreadful and dangerous situation. Only the disinfectant of serious inquiry will ever bring a cure.


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Nima Alinejad
January 2nd, 2020 at 6:13 pm

Michael, remarkably well said!


I still find it mind boggling that folks still find it easier to keep repeating to themselves a mantra that ‘everything is alright’.  Then lash out with anxiety that everything is not alright by calling this a “fantasy” instead.

I applaud CrossFit for continuing to shine light on The Mess.


If religion was the opiate of the masses for Marx, junk-science has become of the opiate of modernity.

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Kyle Laney
January 10th, 2020 at 4:41 am

I absolutely agree. I think it is a damn shame that CrossFit is throwing the baby out with the bathwater. People in this country need to take better care of themselves. Yet CrossFit is now going so far as to completely trash the medical field, real doctors (MD/DO), and say that only they know. These silly doctors...people who beat out thousands of other applicants just to get into medical school, spent years in medical school learning science based medicine, went through the rigors of residency....only CrossFit and people with relatively little scientific background can truly understand the problem. Yes, I plan to go to real medical school (MD/DO) and will use lifestyle medicine to the best of my ability to help heal patients but this mischaracterization of real doctors by CrossFit needs to stop.

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Greg Glassman
January 13th, 2020 at 6:04 pm

Gustavo, this makes no sense:


First, he complains that clinical trials and meta-analyses do not include "small" data, and later he complains that 50% of the "small" data is trash. Well, which one is it then?


Try again. What happens when the answer is "both"?

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