Drug Development Failure: how GLP-1 development was abandoned in 1990
muse.jhu.edu
muse.jhu.edu
Part of the problem is that it is so slow and expensive to bring a drug to market, which encourages risk aversion. It'd be interesting if we found better regulatory and financial engineering strategies here. There is a gigantic hidden graveyard of people who have died due not having access to medications that could have been produced and approved (which may have even been massively profitable) but were it just didn't make sense to try with today's incentives.
Maybe FDA works in classes where class 0 is entirely experimental and only available to terminal patients, class 1 is shown to be safe in animals and approved only for extreme cases, class 2 evidence of safety in humans and some evidence of efficacy, and class 3 is what we have today.
Given how big the industry is that peddles mostly bullshit vitamins and supplements, I think society is best served by a conservative FDA.
The only way to ensure no profit would be to provide them for free. Which, granted, may be good still for the pharmaceutical companies to lessen the costs for approvals, but Hollywood accounting makes it impossible to have any price depend on profits, because profits are more an accounting fantasy than a fact.
In general I am a big fan of FDA approval just becoming a stamp on a product like the Nintendo Seal of Approval and letting consumers and insurers decide what they make of it, but that would never fly
Drug development and clinical trials are expensive for a reason. Not doing them in an orderly manner is more expensive.
You might be a big fan of the work the FDA does to keep us safe in light of past industry abuses, but keeping good drugs off the market - whether by outright fiat or by making them too expensive to develop, test, and deploy -- also has a terrible human cost. It's not clear that the FDA has found the right balance between risk reduction and upside potential.
Being more lassiez faire is going to lead to direct harm of some patients. Is it a worthwhile tradeoff vs potentially addressing some unmet need is a tough calculus.
So... that leaves more flexible regulation as a worthwhile approach going forward. I like the idea of making limited human trials easier to carry out and less costly in general.
I also find it a bit patronizing that a federal agency determines whether or not a drug they've deemed safe has enough upside potential for me. That's a value judgement I'd like to make for myself.
Sorry if this sounds harsh, but the FDA's inability to approve drugs inside of a decade has personally impacted me quite a bit.
Everyone understands the case when (A) you approve something that later turns out to kill people.
The other case (B), when you don't approve something that would have saved lives is much less understood, but those people are just as dead as those from case A.
One famous case B is when the FDA only approved beta blockers 17 years after other major countries. This cost ~10k US lives per year, or ~170k lives total.
Because A errors produces headlines and scandals, while B errors are just the normal deaths we are used to, the FDA is heavily incentivized to minimize A errors, regardless of the B error rate.
The point is that case B is both harder to notice and at least potentially _much_ worse than case A. And it's the case that the FDA currently errs towards.
should that be officially legitimized in any way by the FDA? fuck no.
As soon as you break down the barrier in any way, companies will spring up exploiting it and promising miracle cures etc. even if you want to do RCs the FDA keeping a minimal wall there benefits you.
Access to experimental treatments also opens up more perverse incentives where desperate people are likely to try anything.
Who is going to pay? Early stage drugs are still figuring out their manufacturing process, and quantities can be extremely limited. Say you give drug X to a sick patient and they die, what then? Was it because of the novel drug? Not a favorable position to have more deaths associated with your treatment. Can you draw any data from these patients to inform further trials? Also complicated because end stage patients have already exhausted other options and the interaction with other compounds can make disentangling this harder.
In particular drugs should still be checked for efficacy before getting on that list.
But requirements for long term safety and side effects when people die in a year should be relaxed.
The perverse incentives is also a very real issue.
What am I missing? For non-terminal diseases, it's a bit murkier, but still I don't follow the analogy.
I do think we’re overly cautious with drug approvals and I think we should be more open to leaving the decision to patients and their medical teams, but it’s not as simple as saying someone’s terminally ill, so just do whatever. Reducing it down to the trolley problem makes it seem much more black and white and immediate than it really is.
I don't think that has any chance of happening though.
The therac-3
That one alzheimers drug a lot of people were pissed about cause it didn't work and was expensive.
(Obviously talking about Thalidomide here)
But I get a sense that the original poster isn’t sincerely interested in talking about the complex question, how should the FDA regulate drugs?
One thing’s for sure: High drama personalities have always had a tenuous understanding of the facts behind their “shock” and outrages. Or maybe one of the commenters has learned a valuable lesson about copy and pasting from chatbots.
It has since been approved for cancer where its benefits outweigh the side effects, but it doesn't negate that the FDA prevented harm to babies by blocking it in the 60s.
(I don't think this affects your argument directionally, but worth noting.)
Aside, but this is high class discussion culture I haven't seen on the Internet in a while.
I supposed 6 is kind of like 1 million, for large values of 6.
Politicians can puff themselves up by only grandstanding about the former -- but that doesn't make for good policy!
[0] https://www.merckvetmanual.com/pharmacology/inflammation/non...
Not sure how that would translate, but an important factor would be that the health care providers (private or state) have some say in what kinds of illnesses need better drugs.
https://www.bloomberg.com/news/articles/2024-05-08/norway-ri...
We pay tax on dividends in Norway, but if your company doesn’t pay out any dividends for 10 years then you don’t pay any taxes on them until the day you take the money out of the company. So you can run a company in Norway while paying quite little in taxes, then move to Switzerland and pay yourself all the dividends that have accumulated over the years. After 5 years you can move back and not have to pay a cent in taxes.
The new tax laws are just a temporary blocker that incentivises any current owners to move out of Norway move before the new laws come into effect.
What permanent effects it will have on the overall startup business is still to be seen.
Even better, you have to pay Norway on your unrealized capital gains but they won't credit you on future losses from the startup. Essentially they have socialized the profits and privatized the losses.
You don’t sound like a person who likes taxes much. In Norway they are very important since we have good infrastructure in most areas such as telecom, roads, trains, airports, electricity and water. We also have great healthcare. And lots of benefits for parents with children.
In the 90s, more Americans were willing to have an eating disorder to stay thin compared to today.
Wyeth set aside $21.1 billion to cover the lawsuits. https://archive.is/k3Go4
It was kind of a big deal. Not many people younger than ~30 have heard of it for some reason.
A big part of that was Mads Krogsgaard Thomsen, who pushed for GLP-1 research at Novo even when he faced a lot of skepticism and wasn't always treated well for it. Compare that with MetaBio—mentioned in the study—where Pfizer pulled the plug early and missed the boat entirely. Novo’s persistence, especially Thomsen's, led to Ozempic and Wegovy
Take, for example, another high profile disease - Alzheimer's. First there was the beta amyloid theory, then there was the p. gingivalis theory (this one was talked about so highly on this very forum, but ended in an equally high profile failure* of a pivotal clinical trial by Cortexyme). Now there are viral and metabolic theories. Each of these theories have a few dozen companies and armies of PhDs stubbornly pursuing a miracle drug, but so far it remains elusive.
* We also like to talk about "failures" of clinical trials, which is technically correct language, but evokes in the public imagination the wrong idea. A clinical trial failure doesn't mean there was something wrong with the idea or process (long before it ever gets there, a drug candidate would have been proven to be very effective in lab tests and animals). It's just that 90% of clinical trials don't end up working due to complex disease pathways and numerous unknown factors. It would help if we talked about "negative proofs" (i.e. proving something doesn't work is also valid), but it's not quite as catchy.
First? Isn't the beta-amyloid cabal still blocking all Alzheimer's research unless the researchers find a way to even tangentially support that long disproven theory?
Karen Ashe and Sylvain Lesné at Minnesota published a fake paper that redirected billions of research into the trash bin. https://www.science.org/content/blog-post/faked-beta-amyloid... Amazingly both still have their jobs for life, both still publish, Ashe is still a member of the National Academy of Medicine, both are still getting grants.
From https://www.science.org/content/article/potential-fabricatio...
The Nature paper has been cited in about 2300 scholarly articles—more than all but four other Alzheimer’s basic research reports published since 2006, according to the Web of Science database. Since then, annual NIH support for studies labeled “amyloid, oligomer, and Alzheimer’s” has risen from near zero to $287 million in 2021. Lesné and Ashe helped spark that explosion, experts say.
The paper provided an “important boost” to the amyloid and toxic oligomer hypotheses when they faced rising doubts, Südhof says. “Proponents loved it, because it seemed to be an independent validation of what they have been proposing for a long time.”
This is also a fun read https://www.nytimes.com/2024/07/07/opinion/alzheimers-missed...
In Science, from July, "Can infections cause Alzheimer’s? A small community of researchers is determined to find out. Following up tantalizing links between pathogens and brain disease, new projects search for causal evidence", https://www.science.org/content/article/can-infections-cause...
Exactly.
There are plenty of examples where the opposite choice was made - argue for continued development despite high uncertainty.
The CETP inhibitors is a good one. Pfizer flushed several billion dollars down the drain with the decision to push it through phase 3.
^^ Here's an article written by Lotte Knudsen, referenced in the original post, that further tells the story of how GLP-1 was first developed into a drug (as liraglutide) and approved for human use. There were a lot of false starts and additional practical problems that needed to be solved in order to yield a viable medication.
After reading the OP I was surprised to learn that Novo Nordisk picked up the research only a couple of years after GLP-1 was abandoned by Pfizer, after which it took 5 years to develop the initial medication and another 12 years to make it through FDA approval. Even after all that, the primary indication was for diabetes. It took another 7 years for semaglutide to make it through approvals and bring GLP-1 into the public consciousness.
When you consider the amount of time involved, and the sustained investment required, it's difficult to fault the execs at Pfizer for their decision to shut the project down. Obesity wasn't nearly as prevalent then as it is now, and it seems likely they had funded the startup specifically because of the author's prior research into nasally-administered meds. It's even possible that the shutdown decision had little to do with the primary area of research.
The founders gave up their ability to control their company when they agreed to become a wholly owned subsidiary from day 1. There was no need for that. And no one would ever tell you to do this today. This was done to be nice and collegial, something that broke down the moment money was involved.
The company they created this fatal alliance with had other priorities, their own drug development pipeline.
Then they got investors who were profiting from the status quo, and for whom a new drug didn't look great.
But the real reason is that the founders half-assed it. None of them left their academic jobs. They didn't have any skin in the game. Oh well, they walked away with a little money. Had the founders done what YC tells you to do, commit, this never would have happened. (bottom of page 333)
The whole article blames Pfizer and others for the failure of the startup. But it's really this last point that was the determining factor. The authors say there were confused by the buyout and just took it to move on. There would have been no confusion and no buyout if they were committed to the startup.
Even if you have the right idea, even if you are the right person in the right place, even if you're about to break through and change the world, you can fail if you don't commit.
Like many startup failures, funding issues and corporate structure were more pivotal than the progress made on the actual problem.
What is this belief founded upon?
Disposable syringes and detachable needles have been around for over 50 years. We had 6mm needles in the 80s.
Evolution of Insulin Delivery Devices https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7261311/
The fear associated with specific phobias is by definition extreme, unreasonable, and irrational. If you could understand it rationally, it wouldn’t be a phobia.
Doesn't prevent infection but rather death from it
https://www.nytimes.com/2024/08/30/health/wegovy-covid-death...
There is no presumed clinically relevant mechanism for GLP-1s to be protective specifically against COVID death. It is simply protective against all death, of which COVID is a type. Healthier people are less likely to die, statistically. The same benefit can be (and is being) said about GLP-1s and heart attacks, heart failure, stroke, kidney failure, etc.
> the protective effect occurred immediately — before participants had lost significant amounts of weight.
> the participants taking the drug were not healthier than the others, said Dr. Harlan Krumholz, a cardiologist at Yale and the editor in chief of the journal.
The patients in the COVID group, _when they got COVID_ had already begun losing significant amounts of weight. The NYT article is 100% incorrect on this matter. See:
>>The change in weight between randomization and reported COVID-19 in patients who died of COVID-19 according to treatment was −6.4 kg in the semaglutide group vs −0.9 kg in the placebo (P < 0.001) group and −8.4 kg vs −1.25 kg (P < 0.001), respectively, in patients who did not die.
They go on to say that there is a correlation between obesity and adverse COVID outcomes:
>>There was an associated increased risk of respiratory decompensation and mortality in patients with COVID-19 and obesity16,17 and plausible biologic hypotheses associating obesity with adverse COVID outcomes, including impaired respiratory status, lower cardiometabolic reserve, or immune hyperreactivity or dysregulation.18
And they double down on the fact that the patients absolutely had weight loss at time of COVID.
>>Accordingly, it is plausible that the decreased risk of infectious deaths is caused by weight loss, which was 5 kg greater in patients assigned to semaglutide compared to placebo by 1 year, the average time to COVID-19 diagnosis after randomization.
I will leave you with the note that nowhere in the journal article do they make any claims whatsoever about semaglutide's effect on COVID outcomes. They exclusively discuss outcomes as related to metabolic health. Semaglutide is a means to an end. The means is weight loss. The end is better health.
> The second unexpected observation was the lower rate of non-CV death with semaglutide vs placebo, particularly infectious deaths, including in patients with reported cases of COVID-19. The mechanism by which semaglutide is associated with lower CV or non-CV mortality is unknown. Weight loss improves traditional cardiometabolic and kidney risk factors,3 such as hypertension, dyslipidemia, renal function,26 and dysglycemia. However, the blood pressure and lipid reductions in SELECT with semaglutide were relatively small compared with those in dedicated risk factor–lowering trials, and the observed reduction in major adverse cardiovascular events is more than would be expected based on those changes.
You could absolutely be right that body weight is a lagging indicator, and these patients are getting a bigger improvement in systemic inflammation/their hematologic profile than weight loss alone would suggest… but running immediately to that conclusion is major hubris in my book. I don’t think it’s remotely implausible that there are one or more yet-unknown metabolic pathways tweaked by GPL1 agonists that could explain the effect.
> Even the biggest blockbusters can be dismissed ... by ... ambitious people, ... because ... ideas of how the market will react... .
> These same dynamics are undoubtedly playing out today [seemingly referring to previous statements on their COVID-19 vaccine], and it will likely take decades to determine just how costly some of today’s mistakes will prove to be.
Sure, a disease that kills a patient very quickly is bad for business. Better for them to be alive and fall ill later on from a laundry list of profitable ailments.
One wonders how many lives were lost by abandoning this in 1990.
What else are kids eating these days for breakfast?
Kids also imitate what they see in parents, both good and bad. No point preaching healthy lifestyle if one is obese and spends hours daily in front of TV eating junkfood. Also, back in 80s I had maybe 4 years and I knew very well sweet stuff is bad for one's health, it was always as obvious as ie that cigarettes were very harmful and highly addictive.
I love how many folks desperately try to throw blame on literally anybody, anything for their failures in life, rather than taking a cold hard look at the mirror and accepting one's own failures, as a parent but also generally as human in this case. Sure, it makes life with oneself a bit easier, instead of huge instant dose of misery and self-disappointment its slowly dripping through the cracks of illusions for the rest of their lives and people love feeling like a victim, but it very effectively prevents actually fixing anything.
So sure, lets blame sugar industry (which is doing exactly what all other businesses do - sell to as many people as possible), lets blame tobacco industry or wine producers for people's failures. Lets wait till politicians will sweep away all obstacles and traps from our lives, of course that's a reasonable expectation. Anything but throwing away that 3rd cupcake or starbucks latte.
Bread/toast also isn't particularly healthy (too high in salt, spikes your insulin too much).
Fruit is also just very similar than sweets with a bit more fiber, isn't it?
So, a plate of some veggies?
And don't get me started on spreads which are available: you can choose between fat (butter/margerine/cheese/most other spreads), high salt (meat/salami) and sweet (jam, honey, nutella)
When I read opinions like this, I immediately have two thoughts.
1) What makes people think it's their right to shame anyone else? The 'look in the mirror' advice is pretty universal.
2) Is there even anyone qualified to make comments like this? Am I to assume that the folks who imply their superiority do not in fact have their own failings? Glass house and all that.
I think perhaps it's more complicated, and declaring it a moral failing is not going to improve anyone's life.
I chose the owning approach, it works very nicely for my entire life so far, since its work between me and me so whatever is happening outside has no impact. Doesn't make it an easier life, in contrary, but much much better overall. A plus is building stronger 'character' in challenges for lack of better words.
ok, but we can very much start with blaming corporations. sure, there are other factors at play, these are very large systems acting on individuals.
that’s the point. corporations are sufficiently complex and large to manipulate the system.
individuals rarely are, and when they do, it is often by forming a corporation around themselves. influencers are faces for larger operations, they have employees, payroll… just like a more traditional brick and mortar.
it's very easy, in american fast food, for example, to ingest a great amount of unnecessary sugars (difficult to digest lipids, etc) while your body is trying to just get necessary nutrients themselves. worse, since we are built to remember results of eating, if some low nutritional signal to noise "food" satisfies some necessary essential nutrient craving, it's easy to remember what it was that alleviated a craving before, and tail recursively go eat the same shit again.
I am going through a weight loss journey myself and it is very eye opening now that I am tracking my calories and nutrition. I was eating very poorly
If I could only name two big "things" that contributed most to the obesity problem of today it would be:
- Agricultural Act of 1970 and the polices of the 1970s, resulted in corn so cheap and abundant that other industries actively looked for usages. HFCS was obviously one such use, and it out-competed all other nutritional sources on price.
- The 1990s "fat bad, sugar good" which resulted in reformulating a lot of staple foods and the beginning of standard sweet food allowing the cheap HFCS to flow.
The US needs, and has needed, to offset the corn subsidies that get turned into HFCS by adding a "sugar tax" at the consumer side. That way it can still exist for animal feed, and be used where appropriate without being unnaturally and unreasonably inexpensive.
The reason they don't is that it is political suicide to suggest sugar taxes in personal-freedom loving US that is pretty anti-tax regardless.
The article is well written, and I WOULD recommend it for anyone interest in this topic. But ultimately I'd just point to the same facts presented in the article, and you determine if we're being mean to the sugar industry or fair.
The result is the same either way, regardless of who gets the blame.
30% of the US was obese in 2000, now it's over 40%, despite per capita sugar consumption reverting to what it was pre-1975.
> The US needs, and has needed, to offset the corn subsidies that get turned into HFCS by adding a "sugar tax" at the consumer side.
If anything, we need a tax on added fat and sodium, the two biggest drivers of food hyperpalatability, when added in excess of the thresholds identified in this paper (> 25% kcal from fat and ≥ 0.30% sodium by weight):
https://onlinelibrary.wiley.com/doi/10.1002/oby.22639
> The HPF criteria identified 62% (4,795/7,757) of foods in the FNDDS that met criteria for at least one cluster. Most HPF items (70%; 3,351/4,795) met criteria for the FSOD cluster. Twenty-five percent of items (1,176/4,795) met criteria for the FS cluster, and 16% (747/4,795) met criteria for the CSOD cluster. The clusters were largely distinct from each other, and < 10% of all HPF items met criteria for more than one cluster.
(CSOD, carbohydrates and sodium; FS, fat and simple sugars; FSOD, fat and sodium; HPF, hyper-palatable foods.)
And the only result would be more people unable to pay their health insurances...
The majority of corporate research money goes into patent extension methods (like slightly tweaking the delivery method, or slightly tweaking the forumal ala insulin being released as a free medicine, but costing thousands of dollars a month because of "evergreen" patent extension from corporate pharma companies) and on the other hand most novel compounds come from public research paid by taxpayers. Of which is then sold back to us by coporate pharma companies that buy that research.
There is an entire established pipeline, these researchers have no other options than to sell their research papers and findings to companies. It is disgusting on every level and indefensible... especially for the country that pays more than any OEC nation for healthcare, and has worse health outcomes than the majority of extremely impoverished "3rd world" countries. It kills millions every year, and is extremely shameful. It is the biggest embarrassment conceivable
It is obscenely hard, expensive, and risky to get a drug — even one that works really well — to market. It’s much harder when you factor in lack of knowledge ahead of time about which molecules in your portfolio actually work.
IMO there should be some structure for taxpayers/grant funding agencies to get paid royalties on successful drug programs, but you wildly wildly misunderstand what the hard parts of drug development are.
It’s not publishing papers about molecules that do things in Petri dishes.
Unclear to me who has $12,000 extra they can spend on a non-immediate life-saving medication like these. There is technically market competition (wegovy vs zepbound), but surprisingly they all are charging $1K/month with a "discount card" which can be withdrawn at any time, and even that still makes is $6K/year.
Currently, many people are benefiting via legal compounding from safe US licensed pharmacies due to the shortages/FDA shortage list, but that route is very soon going to be closed. Then back to $1K/month Vs. $1K/month.
See my other reply to this post for sources.
> a "discount card" which can be withdrawn at any time
if we're talking hypotheticals...
> if we're talking hypotheticals...
We aren't. We've seen it with multiple very expensive US drugs that had generous "discount cards" that were withdrawn when they got popular. It is like a drug-dealer model, get them hooked, then jack up the price.
The drug companies know this is a golden goose, and they only have 13 remaining years to squeeze it.
With a type-2 diagnosis, you can get Ozempoc, Zephound or Rybelsus covered. Wegovy, etc and off-label Ozempic is excluded by most formularies.
Some big companies and government plans are covering it however.
Insurance generally only covers Ozempic if someone has diabetes. Some insurance plans cover Wegovy, the same drug with a different dosing labeled for weight loss, but many don’t.
Even in the drugs are real, most of the online compounders are out of Florida or other locals with a long history of shady behavior and poor regulation.
See, for example:
https://a4pc.org/2024-04/mass-confusion/
https://subsema.com/wp-content/uploads/2024/05/White-Paper-S...
https://mynextgenrx.com/wp-content/uploads/2024/03/Compounde...
Last week I purchased 90 tablets of 14mg Rybelsus for just over $700. My cost per milligram of semaglutide was just over 50 cents. Compounding pharmacies are preparing weekly injections containing at most a few milligrams of semaglutide, and they are selling a one-month supply for ~$250. Their cost for active ingredient is well-under $10.
https://www.help.senate.gov/chair/newsroom/press/news-sander...
Accurate, I periodically think about the standard here
Over 1 million Americans are in the reported death tally, this is attributed to a failure of a lot of things under an administration's watch
But if it was just 100,000 would the criticism or consternation be any different? if it was just 10,000 and matched the seasonal flu would it be any different? if it was just 3,000 matching a tragedy of the magnitude of 9/11 would it be any different?
if it is to be different, what would the threshold be