'Living Drug' That Fights Cancer by Harnessing Immune System Clears Key Hurdle
npr.org
npr.org
If you want to build your own 'living drugs' we've built a digital infrastructure to allow you. Though we just made public our generic protein design software (thanks ShowHN! [1]), we're employing the same underlying digital infrastructure to build, evaluate, and manage CAR designs in high throughput [2]. The drug approved here was painstakingly designed by hand, while we think the technology now exists to permit many more such advances to be created at a much more rapid pace.
[1] https://news.ycombinator.com/item?id=14446679
[2] https://serotiny.bio/notes/applications/car
Design your own 'living' protein drugs here right now: https://serotiny.bio/pinecone/ (and let us know what you think, and how we can make it better!)
Seriously though, how would you prevent such automated designing from having unintended side effects?
We've taken a different approach. A 'small data' approach, where we manually, and semi-automatedly ingest hard-earned empirical data about each domain, and make it computationally accessible. We give heuristics and logic to a biologist's intuition about 'this protein never seems to work when it's at the N-terminus', rather than trying to compute why it doesn't work by simulating the movements of 100,000 atoms over 10ns. And though many (generally synergistic) interactions won't be predictable in this manner, many will be. We help get you to those designs likely to work as quickly as possible. And the more empirical data ingested, the faster we think we can get you there. Further, even if it's not 100% effective at predicting the single best design, enriching the search space of a large (and expensive) screen is itself valuable.
Life already mixes & matches DNA to create new functional all the time, we're just making that same process explicit and accessible. It turns out the function of any given protein domain is actually reasonably robust to being split up and rearranged. Especially when the goal is 'some function', or 'good enough', and you're not messing with or trying to tune a protein absolutely required for life.
Can you explain that?
A well known example is mad cow disease.
There is the Synthetic Biology Open Language (SBOL) that is being developed to make this kind of information interoperable. The standard is young, eager and important work that we appreciate and follow. http://sbolstandard.org/
Such as? I am unsure what kind of resources one would need to open source their software.
SBOL certainly seems interesting, thank you for mentioning it and thank you for your reply.
- Protein Domains: https://www.youtube.com/results?search_query=protein+domains
- How proteins are made: https://www.youtube.com/watch?v=gG7uCskUOrA
- Visualization of protein machines in use: https://www.youtube.com/watch?v=wJyUtbn0O5Y
- Economically, socially & therapeutically valuable Proteins: https://serotiny.bio/notes/proteins/
The basic concepts and terminology are a mix of biochemistry and molecular biology and are describing organic machines that are thousands to hundreds of thousands of atoms, and a couple of nanometers in length on a side.
In a decade or two, I wouldn't be surprised if CARs were being deployed that were entirely customized to a patient's cancer, where the scaffolding was 'FDA approved', while the binding domain was cultured to specifically react to this patient's cancer, encoded into DNA, printed and designed within the space of a few hours or days. The kind of customizability that comes from a genetic therapy opens a lot of new doors.
My wife has brain cancer and has been reading about all the immunotherapies available. Unfortunately brain cancer tends to have much fewer mutations than say, lung cancer. However there are innate immune system therapies being researched that might be more promising in those cases.
From the NYT article:
> The panel recommended approving the treatment for B-cell acute lymphoblastic leukemia that has resisted treatment, or relapsed, in children and young adults aged 3 to 25.
Why so young?
First, I'm sure that there is other evidence the FDA is using to determine whether or not to grant this drug FDA approval but a 63 person drug trial seems like an exceedingly small sample size to work with. Perhaps because this disease is so rare they could not put together a larger trial?
Also, it seemed a little bizarre for an FDA panel to receive comments about a decision it is trying to reach from the families of those involved in the drug trial. I suppose there is nothing wrong with that, per se, but shouldn't these types of decisions be reach on the basis of scientific evidence and strive to be devoid of any kind of sentimentality?
Either way, it's always excellent to see new cancer treatments on the market, particularly when they are as groundbreaking as this one.
Any MD can prescribe any (non-opiate) drug for any indication. But the drug companies are prohibited from doing what you say: telling docs about usages they haven't proven in trials. Sometimes the sales rep will drop off a scientific paper (often funded by the drug company) about some other use of the drug -- enforcement in this area is uneven.
If they do want to advertise new uses they need to do new trials. And though existing trial data can also be used, if the dosage regime is different or, say the patient pool tox risks are different (perhaps the new indication is less serious than the orphan one) whole new tox studies may be needed. Which seems fair.
That's not authorized, that's called "off label promotion" and it is severly punished when discovered. Also, doctors who use a non-approved drug for another indication can be tracked and investigated as well if needed (conflict of interests). Reimbursment also works only in certain conditions and may not apply if you use the drug outside of its allowed/approved indications.
However, as you point out, insurance companies in practice have a say. Also if the usage is implausible and there's an adverse event I think there could be a malpractice issues so those insurance companies also have an impact.
This is US law I'm talking about BTw.
Also, the approval isn't for patients newly diagnosed yet, it's only for patients that have relapsed or resistant to current therapies. You'll see a larger phase IV trial later, most likely.
Now, off topic from your comment, I'm worried about cost. I know that the R&D for this kind of therapy is exceedingly high, but these therapies need to get cheaper for us to be able to justify using them in a larger population.
Do you have a source for that? I happen to be involved (genetically only - my family) into medical research and everyone I know agrees that costs are vastly inflated:
* Marketing for a new drug is not "research".
* Reformulation of trial-targets is not "research", it's re-shaping of the test settings so you can get $drug to market ASAP.
* When the government/"the people" pay for research (through co-operations with universities), it's not your "R&D cost".
* When you do basic research, it's incredibly easy to claim "10k hours". Ok, but can we please claim those 10k hours only once? Not for every variation of the substance you research again and again?
I think the cost of R&D in pharma that we hear about is sometimes vastly inflated and sometimes pretty accurate, but definitely oftentimes misapplied (especially by pharma).
On the whole, trials are expensive. Sure, there's the pre-clinical stuff -- basic research that you're alluding to. There's the stuff that is R&D but fails in the pipeline at some point. There's animal studies.
But in most cases, most of the cost comes from human trials (Phase I-III, and mostly Phase III), which can sometimes span dozens of countries and tens of thousands of participants. For some drugs, the Phase III trial(s) account for over 80% of the total R&D cost. Even when they are relatively small trials (as in this CAR-T therapy trial), the administrative and logistical effort to implement something like this is immense. The whole point of these trials is to collect data, and so that data is subject to the highest amount of scrutiny of any data in any medical enterprise. If you come into my clinic for a pre-op before surgery and I measure your blood pressure to be 140/85, give or take a few (oh wait maybe I used the wrong cuff size, lemme try again, oh it's pretty close), that's fine. But if you come into my clinic because you're a participant on a trial for drug X, and I measure it to be 140/85... I better be damn sure that's right (and the study coordinator at my clinic, and the pharma company, and the FDA), even if drug X isn't a blood pressure drug. We've seen cases where certain innocuous data discrepancies trigger central study monitors (study employees) being flown out to remote clinics to manually verify paper records or equipment logs to confirm/reconcile errors. Inaccuracies can cause you to miss things, or patients to be harmed, or can cause a study or a clinic or a hospital to be shut out from performing research again. And of course it can make the difference between a drug approval and failure. It's a lot of resources around the idea of data integrity.
So even small versions of these types of trials can be very expensive.
Now, is it TOO expensive? We often hear about the cost of bringing a drug to market to be around $1B. (Some studies have put it over $2B when you account for failed drugs, etc.) This may or may not be right, but let's not forget, the pharma industry makes more profit than just about any other industry. And the way CMS and insurers agree to pay for medicines... well, pharma has a lot of freedom in pricing (upwards).
You've hit on a lot of things that make the release of some new drugs/devices/therapies less expensive than we are commonly led to believe: reusing previous data, getting new approval for a specific enantiomer of a previously approved racemic drug, making cosmetic updates to existing devices, the tricks go on and on and on. And pharma keeps saying "R&D is so expensive! This drug should definitely be 2X more expensive than the one we're replacing." Planned obsolescence is a pain with your smartphone; it's a lot worse with your insulin pump or even the insulin itself! And one outcome of the high cost of large trials is that pharma does more of these types of un-innovation in some cases, which (due to the patent and regulatory and reimbursement systems) simply give pharma a free pass at making easy money off of our backs.
The high cost of trials also leads to really high prices of "true" innovation, such as in CAR-T trials. This type of therapy (like a lot of new oncology therapy) is highly customized, and no longer simply some chemical compound you make in a factory and then ship all over the world. You have to take a patient's own cells/fluid/materials/etc, process them, and then make modifications (in some cases unique to the patient), and then return the processed product (to the same patient). This is indeed highly costly on top of the cost of performing a lengthy trial, where for certain rare and/or terminal diseases your study endpoints are pretty tough to capture (um, did the patient die? uh, how long do we wait?).
Uhm. Yes. Again, I'd rather have an actual break down of the costs involved here. At least in Germany insanely overpaying doctors for conducting phase III trials replaced the [at least] $3-4k/day budgets pharma companies had to accommodate relevant practitioners at congresses when it was outlawed.
When the head of a public hospital in a western country can legally triple his/her income by conducting a study for 4h every Saturday morning, I file the costs under marketing, not R&D.
Now run the math. For a broadly used drug, you might need a trial of 20,000 people over 3 years (if you're looking for a long-term benefit). That's what a lot of the statin drugs did. That alone would be $1.2B at the high end, $600M at the low end.
And you have to run a minimum of two phase 3 trials. Follow on trials are even more.
This is based on the survivor bias. The successful pharma companies make a lot of money, but the ones that aren't successful lose a ton of money.
And the successful pharma companies don't always stay successful. There are plenty of examples of big pharma companies that are much smaller than they used to be because R&D didn't pan out.
Pharma profits are high because the risk is high.
Sampling is basically decided on 1) recruitability and 2) effect size. If your effect is extremely large, even with a relatively small base size you can demonstrate the benefits of your drug.
Basically very, very large trials are mostly useful to demonstrate benefits that are not that large to begin with.
http://blogs.sciencemag.org/pipeline/archives/2016/09/20/sar...
This new leukemia treatment is a really interesting, and perhaps the effect size is large enough for the small trial size, but we seem to have some problems in the review process (ignoring data) and incentive structure (coaching parents) for these "orphan drugs".
http://blogs.sciencemag.org/pipeline/archives/2017/05/19/im-...
It's a cancer commonly found in children.
https://en.wikipedia.org/wiki/Acute_lymphoblastic_leukemia
> Acute lymphoblastic leukemia is seen in both children and adults; the highest incidence is seen between ages 2 and 5 years. ALL is the most common childhood cancer, constituting about to 30% of cancers before age 15.
Yes, patients older than 25 can still get it as physicians are allowed to prescribe off-label. Whether insurance will pay for it is another question.
does anyone truly have health insurance with benefits this high?
"Scientists use a virus to make the genetic changes in the T cells, raising fears about possible long-term side effects"
Is this a real risk? Is 'using a virus' in this way, still risky at all? or is it just the word 'virus' that makes writers put this line in every article about gene therapy?{edit: real risk}
A virus can't reproduce but it can inject its payload into a cell and have the cell's DNA copy/execution capabilities copy the DNA for the virus, making new delivery machines until the cell explodes and emits a cloud of new dlivery agents into the organism.
But if you remove the payload and replace it with your own, that payload presumably won't make more viruses
Just a slight correction. Not all viruses look like what you describe. [0] Others, like the HIV, are circular. [1]
[0] https://en.wikipedia.org/wiki/Virus#Structure
[1] https://en.wikipedia.org/wiki/Structure_and_genome_of_HIV
these things aren't all bad.
Isn't that the plot of Resident Evil/Biohazard? ;)
(This is not hypothetical. My wife's grandfather had radiation treatment for cancer. 20 years later, he got cancer again, plausibly from the radiation. That's still a net win of 20 years.)
Meanwhile, the latest version of the US Senate's healthcare bill includes the so-called Cruz Amendment[1], which would allow insurance companies to offer health insurance plans without essential health benefits, which would allow lifetime caps on insurance[2], which could mean that your six year old with recurring leukemia gets pulled off their treatment when they're halfway through. Not because you did anything wrong, per se, but because maybe your employer refuses to spring for health care plans with more than an $x dollar cap. Or you never anticipated something so horrific and catastrophic happening to your family.
[1] https://www.nytimes.com/2017/07/13/us/politics/senate-republ...
[2] https://www.brookings.edu/2017/05/02/allowing-states-to-defi...
That's one of the classic posers to gauge someone's level of ethical maturity, isn't it? Your child is dying, and you cannot afford the treatment. Would you steal it instead of buying it? Why?
Although, I do wonder what effects there would be if a cancer cure-all were discovered.
Since nearly everyone would need the treatment at some point, it wouldn't really be insurance anymore; more like a mortgage.
It's tautologically clear that it's not possible to do everything for everyone, i.e. a community 100% composed of doctors and nurses wouldn't be able to provide all the possible life-extending things (especially late in life/close to death) to everyone of themselves. So one way or another we need a process to decide where we stop, i.e. what life-extending things will not be provided to which people.
Of course, there's a major practical difference between in a process that takes/costs one day of labor and extends life expectancy by a year, and a process that takes/costs a year of labor and extends life expectancy by a day - but there's no conceptual difference, and we have options all along that scale to find where the tradeoff starts/stops making sense.
Welp, guess my insurance premiums aren't stabilizing anytime soon.
Also, shoutout to Boston (and Cambridge) which I don't think gets enough love on HN. #1 in the entire world for biotech, #2 for software, #1 for higher ed, #1 for healthcare, you can actually afford to live here, solid public transportation, amazing skiing / hiking / beaches, NYC in 4 hours. If you are tired of SF think about Boston
This is the story in NY too. It definitely does not qualify as "affordable" for anyone with a family.
I live in and work in Boston, and my commute is 45 minutes. I'm planning to move further out to buy a house, and my commute will probably still be roughly 45 minutes.
Unless you live within walking distance of your office or feel like you have a safe enough bike route to the office, 45 minutes is a fairly standard commute here.
The Boston area has awesome suburbs that aren't really suburbs like Newton, Arlington, Waltham, Brighton, Melrose (where incidentally Martin Fowler lives) etc. I know everyone wants to live in the city cause its cool but these mini cities are pretty darn cool as well.
From most of these areas you can get into the city in 20 minutes by car. 40 minutes if there is bad traffic.
And of course there is public transportation.
Compare this to most of the metropolises in America: Atlanta, Dallas, Houston, etc that have massive traffic and suburbs that are truly suburbs (boring as can be).
Yet those boring metropolises have something key: affordable housing. Which is why the world is looking a lot more like them: http://www.newyorker.com/magazine/2017/07/10/americas-future.... While most MA suburbs prohibit most development, thus causing prices to skyrocket: https://www.bostonglobe.com/business/2017/05/16/somerville-h...
Living in New England I'm often envious and this is probably coming from jealously but really family's of 5 don't need 6000 square feet, a pool, a 3 car garage, and 2 acres of land. You can always live like the Europeans and most of the rest of the world does and there are condos sub 300,000 in the MA suburbs.
The point is different life choices enable different lifestyles. I've seen wood workers in Europe produce beautiful things in a tiny apartment. They prove it can be done, but they don't have the space for a table saw and as a result everything they do takes longer. Even if hand tools are the goal, in the large shop you turn around and your saw bench is there, while the European has to get it out of the closet. When done the American sweeps and is done while the European counterpart has to put the bench away as well. When I'm working I want the American style shop.
Your choices may be different, that is your choice. Do not try to force other people to like your choice.
less than a Tesla? more than a house?
interesting questions arise around immuno-oncology.
should Apple be the most profitable company - or someone that literally cures cancer?
It's worth so much that a person shouldn't be required to pay for it. Like a right.
When a government funds the research, the marginal cost for each unit provided is time and materials, with no profit.
Government funds projects every day that are waste, spending tens, even hundreds of millions of dollars. We can continue to pour money down the F-35 drain but not provide healthcare? Make America Intellectually Honest Again
IMO (dirty socialist/communist that I am), healthcare is not part of the free market. The industry providing healthcare should be strictly regulated and no benefits allowed.
Also, what's worth healthcare compared to the US DOD spending?
Then how would anyone be interested in launching such a company or working in that industry ?
Some people believe other people to be fundamentally good and not interested only in personal enrichment (financial enrichment I mean here).
But some of you make me doubt that.
But why are some people quantum physicists researchers ? Why are there mathematicians and biologists ? They don't earn much.
Your line of thinking is so stupid and self-centered, it really makes me want to use swear words.
And guess the reason why many researchers end up in private companies ?
Thanks for the insult, I thought this community was supposed to be mature.
"There are clearly better and worse ways to structure a system of government financed research. For example, the Free Market Drug Act, a bill recently introduced in the U.S. Congress, called for establishing a set of competing government corporations that would be evaluated at periodic intervals (e.g. 10 years) for the quality of their work. The worst performers would be put out of business with new ones created to take their place."
More here:
http://www.paecon.net/PAEReview/issue32/Baker32.htm
http://cepr.net/publications/briefings/testimony/drugs-are-c...
It can't be a right. That would mean someone has an obligation to provide it. I would say it's worth so much that a monopoly on it should not be allowed.
The individual shouldn't be paying.
By that logic, voting can't be a right, because someone has to register voters, run the polling booths, count the votes, etc.
Also, I know folks on well water that live outside of the city, society does not provide their drinking water.
Also, There is Flint MI.
Flint MI is an absolute crisis and the government has stepped in, the state of Michigan sued the city, and there have been over a dozen criminal indictments. Multiple governments have stepped in to repair the obligation of clean drinking water, and to punish those who failed the citizens.
The monopoly isn't made by the company, it's a conditional and time-limited offer given by the society to promote the creation of such things.
A tough question, made tougher by the side effects of doing so. $500k per infusion pays for quite a few mostly-healthy low-income uninsured kids to get basic pediatric care. The US healthcare system is already priced too high for a lot of people - I pay $2,002.25/month for my family.
> should Apple be the most profitable company - or someone that literally cures cancer?
Should healthcare really be a for-profit endeavour?
is it more ethical to profit from curing a disease or from causing it?
Pfizer vs. Red Bull.
and if you can't become a billionaire from curing things, how will this sector attract the same kind of talent/genius like other industries?
Biotech vs. Quants vs. SnapChat
Nobody needs an Apple product. Life is a basic need.
HN sometimes really can fuck right off.
That doesn't apply to medicine but it looks like this treatment is well worth it compared to the money the government spends, e.g., cleaning up lead paint. And since the number I gave is for an average life when saving a child we should be willing to spend more.
Now, if a similar treatment gets approved for, say, prostate cancer... that's going to affect your insurance.
I think that cancer is one of the great filters. At some point a species will develop an unreliable way to treat cancer (chemotherapy); at which point cancer becomes a genetic problem as natural selection is displaced by medicine. Over many generations, this will kill a species unless a reliable cure is found - we seem to have that cure. Our cure is symptomatic (cancer being the symptom) but the same technology could eventually be used for designer genetics.
Essentially, more and more people are going to rely on this treatment until we are able to completely eradicate hereditary cancer. Probably not in our lifetimes.
Evolution does not and never has selected /for/ things. It is a process of elimination. What this means is that, since the advent of chemotherapy, we have eliminated selection /against/ certain types of cancer.
> the majority of them emerge well after the onset of reproductive ability
Correct, we have never had an impact on that and likely won't for a very long time (we don't know enough about our genome to do so). As-per this study, we have been curing cancer in children (as we absolutely should) with very little knowledge as to how/why they developed cancer so young. Will their children also be at risk for leukemia? What about their millions of descendants? We don't know. If treatments like this work out then we might not have to care.
Furthermore, eradicating hereditary cancer (and many other diseases) is technologically possible already (screening of embryos, genetic testing of parents) but it's socially and politically complex; we as a society currently don't want to e.g. enforce restrictions on procreation just to prevent these diseases.
Now, if there was a gene therapy for breast, colon or liver cancer, then it would be a problem.
In the UK we have NICE (National Institute for Clinical Excellence) who make the decision over what drugs can be used on the NHS (and most private insurers use the same gradings), if it doesn't offer a clear benefit over the existing treatment in both effectiveness and then cost it won't be approved.
With respect to actual code fidelity, errors in DNA come from a number of different sources. Every time DNA is copied (a cell divides) there is an inherent fidelity rate of the copy (on the order of a single mistake per billion writes). The payload here is on the order of a few thousand base pairs so copies should have a very high fidelity.
In this case a viral protein is 'inserting' its DNA randomly into the genome of the target cells. Imagine inserting a library of code randomly into a codebase. Certainly not ideal, and an issue that CRISPR technologies promise to help improve. However, given that the therapy is only being applied to immune cells that are only running the 'immune' section of the human codebase, and no progeny of those cells will ever have to become a brain or skin or run any of the other programs, the chance that the inserted DNA disrupts the 'immunological' code in the codebase is relatively small. And if there is disruption to some cells' genomes those cells could be screened out if they really distort something they should not.
With respect to DNA generally, common errors arise from undesirable but common chemical modifications to the code itself. The DNA can become damaged (by reactive oxygen, UV light, and through other chemical reactions), and while there are significant systems to repair that damage, oftentimes since there is only a single backup (DNA is 'double-stranded'), it's often impossible for that machinery to determine whether the error is on strand1 or strand2, so 50/50 chance of 'repairing' into the error.
[0]: http://www.xconomy.com/seattle/2017/03/01/after-trial-deaths...
> In the past, a handful of patients who were getting similar treatments developed by other companies died from serious brain swelling. Although those sorts of complications did occur in some patients receiving CTL019, the patients recovered and there were no fatalities, the company says.
it will cost $500,000 per infusionIn this case there is essentially a synthetic sensor designed and provided to the immune system that is precisely tuned in the lab to detect the (very subtle) differences between a cancer cell and a healthy cell.