Panteleimon (
Jun 9, 2021 23 tweets 9 min read Read on X
Something remarkable, from several angles, happened yesterday. The @US_FDA approved aducanumab for the treatment of Alzheimer’s disease, the first such approval in almost 20 years! This decision is a major blow to Evidence-Based Medicine and introduces new standards. A thread...
As many of you know, besides brain atrophy, there are two microscopic biomarkers of Alzheimer's disease: (a) plaques made up of β amyloid and (b) tangles make up of another protein called τ. These can be detected in cerebral spinal fluid through a spinal tap or via PET imaging.
It is now recognized that initially β and subsequently τ accumulate in the brain several years before the first appearance of behavioral symptoms (e.g., memory loss).
This has made it clear that beginning interventions with patients after an Alzheimer's diagnosis based on traditional behavioral criteria may be futile since the disease has progressed, likely beyond atrophy.
Therefore, the emerging trend in intervention research is to focus on patients with known genetic high risk or patients found through PET to have elevated β or τ but have not yet exhibited behavioral symptoms.
Given the link between Alzheimer's Disease and β/τ accumulation, the first suspected pathophysiological mechanism was that amyloid, in particular, was not just a biomarker but also a causal agent. Since 1992, this "amyloid cascade hypothesis" became the basis of drug development.
If you've been paying attention, the financial papers report on "breakthrough" or "miracle" drugs for the treatment of Alzheimer's every few months. All of these drugs fail by the time they reach Phase III clinical trials because they are found to be either ineffective or toxic.
Along with other neurodegenerative diseases that have proven impossible to "crack" (e.g., Parkinson's), Alzheimer's started developing a reputation as a "money pit," consuming vast R&D resources but leading to an abysmal regulatory approval rate (just about 0%).
Considering that most pharmaceutical companies do not conduct any meaningful R&D, and those that do invest considerably less in R&D than in marketing, the failures (i.e., zero return on investment) were extremely consequential.
The larger companies persevered only due to the hope that some compound will eventually "work." But none did (perhaps partly because of the fact that most trials recruited patients with already-diagnosed Alzheimer's Disease and, therefore, too far along in the disease process).
In essence, the "amyloid cascade hypothesis" became "too big to fail." It had consumed so many resources that it was deemed too expensive to abandon it and start over, even though scientists started realizing that they had been barking up the wrong tree.
The extremely unfortunate result of this situation is that major pharmaceutical companies, with a large enough budget to conduct any meaningful R&D, started pulling out of the "race" to find a treatment for Alzheimer's despite the enormous potential payoff (estimated as > $11bn).
The news of Big Pharma pulling out of the Alzheimer's race meant (a) an admission that the amyloid cascade hypothesis is probably a dead end, and (b) only federal/academic research remains. The lack of hope increased the pressure from patient organizations on the @US_FDA.
Enter aducanumab by Biogen. The company "read" the political climate very well. Political appointees had a strong desire to claim a breakthrough against a deadly disease and the pharmaceutical industry needed a friendly "wink and a nod" to continue to invest in R&D.
Biogen organized two identical Phase III trials (ENGAGE and EMERGE) involving patients with MCI and PET scans positive for β amyloid. Both trials were halted halfway through their 18-month run due to "futility" (i.e., there was no indication that either would meet its endpoint).
What happened after this point does not differ in its essence from a Master's student "slicing and dicing" the data, trying desperately to find a p < .05, to impress her/his committee. Except that, in this case, the stakes are in the billions of dollars and lives are on the line.
After the initial announcement that the trials had failed, Biogen conducted post hoc subgroup analyses, and found that, while one trial (ENGAGE) showed no benefit, there was benefit in a subsample (participants receiving higher doses of aducanumab) in the EMERGE trial.
This was a test of whether the "system" of Evidence-Based Medicine is working, even in a politically challenging environment. Could the panel overlook the political and economic pressures and uphold fundamental principles of research integrity? Well, the answer, sadly, was no.
Many expressed disbelief because the FDA, by and large, has been a trusted institution in the United States. Now, we will all have to overcome our initial surprise and adjust our future expectation.

nature.com/articles/d4158…
The same adjustment of expectation will also have to be applied to the Alzheimer's Association, which "celebrated" the approval, only for critics to quickly point out that Biogen is one of the highest financial sponsors of the Association. alz.org/get-involved-n…
On the other hand, kudos to the @AmerGeriatrics, which submitted a serious, evidence-based letter to the @us_fda, urging the panel to focus on the evidence (or lack thereof). The letter, in my view, represents excellent teaching material.

americangeriatrics.org/sites/default/…
Alas, no urging from cautious voices proved enough. The FDA granted "accelerated approval" for aducanumab, "the first treatment directed at the underlying pathophysiology of Alzheimer’s disease, the presence of amyloid beta plaques in the brain."

fda.gov/drugs/news-eve…

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More from @Ekkekakis

Mar 28
Kahneman and exercise science? What is the relevance of the scientific legacy of the great Israeli psychologist and Nobel laureate to the science of physical activity? It's much more than you think. A thread -- and a tribute...
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Let's start from this. Imagine that you bring together the world's best physical activity epidemiologists, experts in physical activity assessment, exercise physiologists, and sports medicine physicians. You put them in a room at the @WHO headquarters and ask them to develop the next physical activity guidelines. What are they going to come up with?Image
In the absence of input from the behavioral sciences, the team will likely follow what I call the "common sense approach" to developing physical activity guidelines. For example, analyze the @WHO guidelines. The part at the top gives the rationale for physical activity. Image
Read 29 tweets
Nov 8, 2023
In November 2020, my students and I discovered a completely fake meta-analysis, now cited more than 100 times. I notified @Hindawi but, as shown below, they have no intention to act. Each year, on the anniversary of the discovery, I re-post this thread... Image
This is the meta-analysis in question, supposedly summarizing RCTs examining the effects of exercise in patients with chronic renal failure. Note that the APC for "BioMed Research International" is $2,550.

doi.org/10.1155/2017/7…
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Also note that @WileyGlobal bought @Hindawi in 2021 for $298 million, evidently unbothered by the fact that @Hindawi is generally not considered a reputable scientific publisher.

newsroom.wiley.com/press-releases…
Image
Read 17 tweets
Oct 8, 2023
Steve Blair, an iconic figure in the field of exercise science over the past four decades, has passed away at the age of 84. He is leaving behind an enormous legacy. I would like to share a few thoughts... Image
In my mind, Blair was the last of the trio of physical activity epidemiologists that gave our field a prominent place in contemporary medicine and public health. We lost Jerry Morris on Oct 28, 2009. We lost Ralph Paffenbarger on Jul 9, 2007. We lost Steve Blair on Oct 6, 2023. Image
Parenthetically, if you are interested, the @ACSMNews has a wonderful 22-minute video at the YouTube link below, featuring a conversation with Blair and Paffenbarger. Highly recommended.


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Read 23 tweets
Dec 14, 2022
This sort of headlines (what you thought you knew is actually false) are becoming increasingly common. While we can debate their scientific value, one thing is for sure: they are *wonderful* training opportunities for Kinesiology / Exercise Science students. Let's take a look... Image
The first thing to note is that these headlines are happening against the backdrop of tremendous activity in the dementia field following the flop of Aducanumab (Aduhelm). Now, there is lecanemab, also a monoclonal antibody, with similar side-effects (brain swelling, bleeding). Image
So, let's look at the study in question. The MEDEX (Mindfulness, Education, and Exercise) randomized controlled trial ($3M) aimed to compare mindfulness-based stress reduction and exercise, alone or in combination, with a control intervention (health ed).

doi.org/10.1001/jama.2… Image
Read 25 tweets
Aug 10, 2022
Today is the first formal step toward the culmination of a 10-year process of trying to analyze and comprehend the phenomenon of HIIT within exercise science. Paper II (from a set of 6) with @NBTiller is the first to become available online (DM for PDF).

doi.org/10.1123/kr.202… Image
In this paper, @NBTiller and I address the increasing prevalence of "spin" by examining 4 extraordinary claims that appeared in the HIIT research literature and subsequently made a splash as media headlines. We dissect the underlying research used as the basis for these claims. Image
What we find is a narrative that has run amok, becoming disconnected from the data; blatant neglect of basic methodological and statistical principles; serious errors of reporting; a striking absence of critical appraisal by journals, university press offices, and the mass media.
Read 5 tweets
Aug 10, 2022
When you read that power calculations determined that a sample size of "8 per group" sufficed to provide 80% power, do you get a queasy feeling in your stomach? Like something ain't right? And does the paper start to smell fishy all of a sudden? Don't you get the urge to verify?
So, your stomach would be correct. Let's set aside for a moment that expecting 50% superiority from an 8-week intervention is kind-of ludicrous. Since 50% of 15 is 7.5, comparing 15±5 to 22.5±5 gives d=0.61, which requires 43 per group (not 8) to reach 80% power.
Then, you read that VO2peak changed from 22.6±8.2 to 24.7±7.9 (+2.1 ml) in one group and from 23.2±5.4 to 26.7±5.8 (+3.5 ml) in the other but "improvements in CRF" were "larger" in the latter group (with N=10 per group). Don't you get a strange feeling that those means are close?
Read 11 tweets

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