I understand that there are no easy choices here, and having to make a choice will always be heartbreaking.
May I suggest contacting MacKenzie Scott (Jeff Bezos' ex) who seems to be looking for worthwhile endeavors to finance.
(I have no connection to Ms Scott, I just read articles about her charitable activities in the newspaper.)
Both. We're not even close to our limits on research capacity.
If we actually were at the limits of research capacity, and we were actually forced to make decisions between livesaving treatments to research where we couldn't do both without sacrificing something else that saves lives, then yes, of course, choose the thing with the highest number of predicted lives saved. But we're not even close to needing to make such decisions yet.
We just don't have a good system for funding cures you can't sell to millions. That's not anywhere close to "heartbreaking decisions" territory; that's "societal coordination problem" territory.
(Full disclosure: close family member works at $bigPharma)
I don't think it's about finding treatments you can "sell to millions", it's that in pharma, like in pretty much every other business, it's about ROI.
You definitely don't need millions of patients, but you do need to cover the R&D costs _and_ have enough left over to keep the shareholders happy.
It may well be(!), so let's assume you're right, what better incentive structure should we put in place instead?
Increase general taxation and use that to fund more pharamaceutical R&D?
For many politicians that would be seen as a "courageous decision" (hat-tip: Sir Humphrey Appleby)
> and let them only be at-cost (!) manufacturers
Won't it be hard to find investors if you do that?
> move all R&D off to universities
I think the "D" in "R&D" might be the problem in this approach. Universities are great at many things, including research, but based on my experiences (science PhD two decades ago in a research group which worked on anti-infectives) the scientists there aren't necessarily very good - or even actually interested - in development as such. We partnered fairly closely with $bigPharma at the time, and they funded a fair chunk of our work.
Better that than paying negative interest for German 20 year bonds, if you ask me.
> Universities are great at many things, including research, but based on my experiences (science PhD two decades ago in a research group which worked on anti-infectives) the scientists there aren't necessarily very good - or even actually interested - in development as such. We partnered fairly closely with $bigPharma at the time, and they funded a fair chunk of our work.
Agreed, universities have historically not been involved into the development part. But that is not a given dogma that can't be changed - the government could fund the establishment of development departments.
Alternatively, international governments could establish cooperative efforts to develop pharmaceutical compounds. Rare diseases and the decline of available reserve antibiotics are a global problem affecting every country on Earth just the same.
Development = taking a lot of candidate compounds and evaluating them in the classic three-stage procedure - phase 1: determine how the compound is processed in actual human bodies to check if it is actually safe to ingest and what side effects can already be observed (n ~ 20-80), phase 2: determine effective dosage (n ~ 100-500), phase 3: check effectivity in a double-blind trial (n ~ 1k-10k), as well as the fourth phase (after-license monitoring) [1][2].
The more a compound progresses, the more expensive the trials get to conduct, not just because the participants usually get some compensation for their risk, but also because all the data has to be tracked and processed. And a lot of candidate compounds fail somewhere along the path (either because they are ineffective or because the side effects are too severe), which makes the money invested effectively wasted (from a capitalist point of view, not from a scientific!).
[1]: https://en.wikipedia.org/wiki/Clinical_trial
[2]: https://studienteilnehmergesucht.de/ratgeber/die-vier-phasen...
At least one $bigPharma defines "research" as being everything up to and including the first proof of concept in a human [Phase I] trial. After that would be "development".
My grandmother had rheumatoid arthritis, and it made her life utterly miserable for her last 10 years. Recently, Enbrel was developed by a biotech for profit company, it is the first effective treatment for rheumatoid arthritis.
No university or government came up with it. A for profit company did.
Take the US military budget and give it to life saving research instead of life taking.
Edit: Also implement a wealth tax instead of income tax. Discourage hoarding of wealth and concentration of power in the hands of top 1%.
Not in % of gdp. The only metric that matters. The US economy is massive in size so of course the budget is a big number.
> one of which is china manages to defend itself with a tenth of the budget.
Everything is cheaper in China. You can do a lot more with one million there than in the US.
edit: BTW, is there any actual proof that this whole military budget dissuades Russia and China in any way?
It has produced far, far better results than communist incentive structures.
Maybe not at your stage of research, but it's my understanding that further down the pipeline (eg clinical trials) you're mich closer to the limits, simply due to financial constraints: given that a trial for something you can sell to millions isn't that mich more expensive than one you can sell to dozens,and given that you need to get payed for your job, i don't see how it doesn't make sense to prioritize the lower hanging fruit. Am i missing something?
Maybe twenty years from now some people with a high degree of knowledge, skills, and some resources will be able to get around these hoops illegally (by the laws of certain jurisdictions) and fix these conditions (or kill themselves or somebody else trying, but so does god/nature and doctors, with different[citation needed] probability distributions).
Really? From the outside it seems to me like we are beyond our limits on research capacity.
The progress seems to be slowing down everywhere while the price per discovery of a new drug skyrockets with many having rather disappointing efficacy (high NNTs).
I think that more people studying rare diseases would result in a net gain of lives saved; I don't think it's as zero-sum as "either 1 person's life is saved or 10 are" in this instance.
Research also cross pollinates across disease areas. For example, understanding altered metabolism in cancer can yield insights for non-oncological metabolic disorders. Oftentimes, though, nobody's working on translating that work out of a cancer model, because the financial incentives are not there.
there are some examples, for instance enzastaurin being repurposed for vascular EDS, after washing out as an angiogenesis inhibitor for cancer. I don't know if it makes sense mechanistically, I sure hope it does.
The 1962 FDA effectiveness mandates have had the side effect of increasing drug development costs enormously, and that shuts down development of treatments for rare disorders.
The Kefauver Harris Amendment you refer to was immensely important towards the development of safe and efficacious drugs -- I do not see the connection between that act and rare disease therapeutic development. In fact, drugs that only offer marginal improvements in quality of life for rare genetic disease patients are often fast-tracked by the FDA. Requiring that a drug _works_ shouldn't inhibit drug development. Otherwise, we end up with tragedies like what happened with the use of thalidomide, which prompted this amendment in the first place.
Sure, competition also creates waste, which is your main point here, but don't discount the upsides.
Competition has proven itself in the real world. Having only one monolithic vaccine maker (whether for-profit, non-profit, or government) would be a very bad thing. What would happen if it falls to corrupt leadership, as one of many examples of how this could go wrong? There is no mechanism to escape badness here, because we only have 1 of them.
Large scale collaborative scientific endavours like CERN show us that it is possible to both publically share knowledge and still explore multiple avenues and competing designs. There's also no financial profit motive and while CERN receives a lot of public funding, it has to pump that funding back into the economies of the funding countries so it serves more like a high-tech industry stimulus and technological incubator.
I see no reason why a similar aproach for the development of (specific) therapeutics could not work.
Much larger cooperative structures are less proven to work and are more hypothetical, though, even if CERN is an example of such a structure working. The risk, mainly, is that there isn't a good corrective mechanism if the whole thing becomes corrupted or rotten from the top. The other risk is that the cooperation is actually detrimental to progress because it correlates outcomes via group think. Some decorrelation is nice. I am happy that Musk et al. weren't forced to become cogs at NASA, and could explore their own ideas, which was easier to achieve by then being explicitly separate entities (even if they were reliant on contracts).
the profit motive in a multinationally funded system is still there in the sense of 'we have a budget of X, what's the best way to spend it?'. And research avenues that fail to yield the expected results can be terminated. In my experience, disagreement between researchers or groups were also far from uncommon. But maybe that's just physicists being exceptionally knowitall^H^H^H hard to convince :)
It's not flawless, but I don't think it could be less efficient use of public money than the current system where we publically fund early research and the succesfull projects get snatched up by the industry, patented, and sold for large profits. Even if a lot of pharmaceutical research ends up going nowhere (or a competitor beats them to it), we still end up paying for it trough the profit margins of the parent companies.
Raising healthcare costs are a serious concern for many countries, and part pharmaceuticals are a non-trivial part of the cost. Researching and producing them locally might help reduce that cost and stimulate a broader healthcare industry.
I do fear that pharmaceutical research might be to politicized for a multinational approach(e.g. HIV, what disease to prioritize). And there's bound to be some backlash from certain groups over a large 'shadowy' multinational body doing human trials.
If we can use a software analogy, mess like Windows 95 wouldn't see the light of the day. But they were useful nonetheless.
[1] “Operation Warp Speed”
The diseases like what OP is dealing with are the ones that are going to advance science for all of us. That’s where gene therapies are going to be applied first which will pave the path for more mass-market treatments.
I hope we can get in touch somehow. Thank you.
I'm familiar with the idea of re-purposing drugs for rare disease treatments (most of my adjacent work has been in very early-stage academic research), but I'm curious about the financials here. Could some of the financial risk here be minimized by aggregating multiple groups of patients, all suffering from different rare diseases? From what I know about the process, the answer is yes, but I'd be curious to hear from somebody closer to the process.
Personally, I'm a computational/mathematical biologist and I work on single cell data targeting multiple myeloma, I'd really like to see serious non-profit Pharma. Drug repurposing seems like the most feasible avenue. What I know of right now is open Pharma [2].
[1] https://dtp.cancer.gov/timeline/flash/milestones/M3_CCNSC.ht... [2] https://www.ospfound.org
[1] https://clue.io
Are there any possibilities that you see from your experience in using modeling or other in silico methods to reduce time in the lab, find new leads in drug development, or otherwise enhance research capabilities?
As far as in silico, I think absolutely there are probably opportunities here. Generative models might be useful for some type of counterfactual (automated) reasoning with respect to disease course/treatment. I think we're in the relatively early days of collecting high resolution cellular data, so I think in silico approaches like this will be more and more relevant.
Perhaps the interesting thing would be to ask what particular thing makes the US different to other western countries, rather than cherry picking one particular thing that happens to agree with whatever ideology is popular today.
Obviously this can't work in the current pharma industry configuration; what financial incentive is there for big pharma companies to publish their results for another company to beat them to a new drug? I don't have a solution to this problem, but I hope someday we as a society can find one. This would absolutely revolutionize biopharmaceutical science.
I've thought that a type of cryptographic data commons based on multi-party communication [1] could possibly be deployed with some effect. Basically you need algorithms that can compute on encrypted data, and a way to securely communicate encrypted data. There might not be huge incentive to use something like this, but maybe a version of this idea could work.
[1] https://en.wikipedia.org/wiki/Secure_multi-party_computation
I only have a rudimentary understanding of blockchain technologies, but a system where pieces of a research puzzle are stored on chain and each user can claim ownership of those findings, a resultant drug's profits could be proportionally split by every entity which contributed to the research.
Another idea would be to completely socialize all biopharmaceutical research, but that type of system would require an extremely radical societal shift.
> but a system where pieces of a research puzzle are stored on chain and each user can claim ownership of those findings, a resultant drug's profits could be proportionally split by every entity which contributed to the research.
I think ultimately this is how a research cooperative could work. If distributing and re-allocating fractional ownership is efficient enough, it seems like something like this might be feasible. The idea with multiparty communication (MPC) is that in this setup a research entity would contribute their data in an encrypted fashion, and any parties would be granted access to compute on it based on some set of rules/buy in etc.
This is a really difficult technical approach, as MPC is really only in it's infancy, made only to seem easy by the far more difficult and distant prospect of socializing medicine, which would seem to be of the greatest benefit.
When Martin Shkreli bought the rights to Daraprim, some of his rhetoric about pharmaceutical industry sounded fair. He said that he is willing to send the drug for free to anyone who wrote to the company and he was essentially making the insurance companies pay the absurd price of the drug. He claimed no patient would ever financially suffer for the drug. He said the needed the money to pay for new research and better drugs and it was one of of lesser of evil thing he can do to R&D.
Ignoring the trickle down effect, if the government and Insurance companies in most cases ultimately pay for the price of medication wouldn't it be valid motivator to research rare diseases?
Shkreli's ideology was when it comes to innovation in Pharma and America's patent driven capitalist nature towards it is the reason why America leads the way in innovation.
I guess for decisions about pharma research like this having an elected body or representation of an elected body is a good thing.
In the USA the best of the best are put in charge of tomorrows medicine, and that is why they succeed while the rest of the world is just pitiful in comparison.
Not sure if there's as viable for OP since only a few hundred people have been diagnosed.
I'm just extrapolating incentives. Is there any incentive to cure (invoice once), when they can treat (life long invoices)? Certainly scorn is irrelevant as OPs comment suggests they're unwilling to work on rare diseases. And these companies are public. They have shareholders that expect them to constantly grow.
I don't believe it's a stretch to say, at the very least, the incentive is there.
You know many people who would have died of smallpox,measles, polio, and the like 100 years ago, you just have no idea who those people are.
To be clear, I still think this conversation goes on in the background. Bill Gates famously convinced Oxford not to give the covid vaccine IP away thus preventing poorer countries from creating their own vaccines. The deaths from this act alone should be enough to convince you that money makes medicine murkier than you clearly want to believe.
It is a deeply frustrating position to be in, wanting to work on these rare diseases and help this rarified patient population and not being able to, even though me and my colleagues are poised to do so. I often get maligned for being a scientist in pharma; laypeople often assert that I "don't want to treat cancer / rare genetic disease / etc; because then I'd be out of business." I can assure those reading that all of us DESPERATELY would like to work in these indications, and often times it's tragically finance that dictates whether we are able to or not. The system feels broken.