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By Michael White | June 30th 2009 05:30 PM | 11 comments | Print | E-mail | Track Comments
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About Michael White

Welcome to Adaptive Complexity, where I write about genomics, systems biology, evolution, and the connection between science and literature, government, and society.

I'm a biochemist


... Full Bio

The biomedical community has become too risk-averse, according to a recent NY Times piece. I agree, although I don't agree with the dramatic presentation (it's not some dirty scientific secret - it's not hard to find scientists, and the leaders of the funding agencies themselves talking about it).

Here are the basic issue:

Yet the fight against cancer is going slower than most had hoped, with only small changes in the death rate in the almost 40 years since it began.

One major impediment, scientists agree, is the grant system itself. It has become a sort of jobs program, a way to keep research laboratories going year after year with the understanding that the focus will be on small projects unlikely to take significant steps toward curing cancer.

Before we go on, we need to first note that claims about lack of progress have been overblown. Cancer survival rates, for most cancers, are much better now than they were 30 years ago.

But the funding system is conservative. Why? Frankly, it's a perverse result of competition. The biomedical community has undergone a tremendous expansion, and even though funding has increased substantially over the last 30 years, the number of scientists entering the field has grown even more.

It works like this: let's say that 15% of the applications for a given grant review section are excellent, but only 7% can be funded with the available money - then it's basically a crapshoot, and any reason why your proposal won't work is enough to tank your grant. Thus, risky projects, that is, ones that offer a potentially high payoff, but their chances of success are harder to gauge (because these projects explore an area where our existing knowledge is shaky), are very likely to be trashed by the reviewers.

Projects that make incremental progress are, obviously, much less likely to have more certain prospects of success, because they stick close to what we already know. A project that has the potential for a major breakthrough is going to be much more uncertain, because it's a bigger leap away from certain knowledge. If uncertainties are viewed as weaknesses in a proposal, then risky projects don't get funded.

And keep in mind that generally, there are few projects that have breakthrough potential and very clearly have a high probability of success. Making breakthroughs isn't easy.

This is the conclusion the Times' piece reaches:

The institute’s reviewers choose such projects because, with too little money to finance most proposals, they are timid about taking chances on ones that might not succeed. The problem, Dr. Young and others say, is that projects that could make a major difference in cancer prevention and treatment are all too often crowded out because they are too uncertain. In fact, it has become lore among cancer researchers that some game-changing discoveries involved projects deemed too unlikely to succeed and were therefore denied federal grants, forcing researchers to struggle mightily to continue.

As once scientist notes in the piece,

“You can’t prove it will work in advance,” he said. “If you could, it wouldn’t be a high-risk idea.”

The Times' story relates a typical example:

For 25 years, Eileen K. Jaffe received federal grants to run her lab. As a senior scientist at the Fox Chase Cancer Center, with a long list of published papers in prestigious journals, she is a respected, established researcher.

Then Dr. Jaffe stumbled upon results that went against textbook explanations, suggesting that it might be possible to find an entirely new class of drugs that could disable proteins that fuel cancer cells. Now she wants to find chemicals that might be developed into such drugs.
But her grant proposal was rejected out of hand by the institutes of health, not even discussed by a review panel. She had no preliminary data showing that the idea was likely to work, something reviewers always want to see, and the idea was just too unprecedented.

Dr. Jaffe epitomizes the scientist who realizes that if she were to single-mindedly pursue her unorthodox idea, her “career may be ruined in the process,” in the words of Dr. Brawley of the American Cancer Society.

Dr. Jaffe is just conceiving her project; it is much to soon to know whether it will result in a revolutionary drug. And even if she does find potential new drugs, it is not clear that they will be effective. Most new ideas are difficult to prove, and most potential new drugs fail.

Having preliminary data is huge. You must have accomplished a good deal of the project by the time you submit the proposal; this is generally done by siphoning off money from other projects. This system also puts younger, new investigators at a disadvantage - they're still getting their labs staffed and running, and thus aren't able to generate the amounts of preliminary data their senior competitors generate.

There is another problem here: when your faculty job, and the existence of your lab, depends on the success of your grant proposal, you're less likely to propose a risky grant. As a result, there is too much conservative science. This problem is understood in business: the whole point of a limited liability company is to allow entrepreneurs to take reasonable business risks and pursue potentially good ideas, without being personally ruined if the business plan fails to work out.

This is where private foundations, which don't have the same legally-mandated beaureaucratic structure as the NIH (the NIH reports to Congress, and Congress' oversight has a big influence on the way things are done). They could fill an important role by funding more risky projects.

On the other hand, private foundations simply haven't matched the resources of the NIH in funding basic cancer research done in academic labs: since 1971, the National Cancer Institute has funded $106 billion in research, while the American Cancer Society (which funds my research), has put out $3.4 billion since 1946.

Just to keep things in perspective: nobody is arguing that what the NIH has done has been a waste. The incremental progress over the years has added up, and cancer survival rates now are much better than they were 10, 20, and 30 years ago. But we need our scientific community to stay fresh, we need to nurture innovations, and that involves working some sort of cultural change.

We need to figure out how to avoid mediocrity, which is difficult in a rapidly growing community.

An afterthought for you history buffs out there (and in honor of Lincoln's 200th birthday): People frequently misunderstand that taking risks in science is a good thing. It's not about risking someone life, or world destruction (no one's arguing that we should do riskier biological weapons research). It's about be willing to handle uncertainty and make big moves. If the role of risk isn't clear in science, it should be in war: willingness to take calculated risks is why Grant won the US Civil War, and why McClellan was booted out of his command.



Comments

Gerhard Adam's picture
So on average the American Cancer Society has spent about $54 M per year, while the NIH has spent $3 B per year?  Is that correct (or have those values started smaller and incrementally increased over those years)?

Regardless, these seem like pretty paltry amounts of money for scientific research.  In other words, the NIH has spent about 0.02% of GDP on research (assuming just cancer research).   Since the Apollo 11 mission (1969) cost $355 M (or $ 1.75 B in today's dollars), it isn't surprising to see why progress may be slow, or why there's no money for riskier, more novel approaches.

The simple truth is that we don't take science very seriously in this country.  Apparently it makes far more sense to spend several hundred billion dollars to bail out financial people that demonstrated that not only were they taking high risks, but that they clearly didn't understand economics (end of rant).


adaptivecomplexity's picture
Regardless, these seem like pretty paltry amounts of money for scientific research.

I wouldn't go so far - the US has the best scientific funding situation in the world, along with the UK, which is why we're able to draw so many foreign scientists to come do outstanding work at our institutions.

I agree that when you compare the NIH budget with bank bailouts, it's depressing, but overall, science does comparatively well in the US.

Gerhard Adam's picture
Perhaps I should've clarified, that I was kind of "thinking out loud", that if society isn't satisified with the progress that is made, then perhaps it needs to examine where its resources are being committed.  I understand that increased funding wouldn't necessarily result in greater progress, but one can't help but wonder what could be done if we were more focused on where our money is going.

I've seen corporate computer centers with five times the budget that the American Cancer Society spends every year.  I'm pretty sure that it can make a difference.

Hank's picture
I made the argument two years ago that the old model of prizes - which made American ingenuity in the turn of the last century what it was - rather than government grant funding, makes more sense.    The argument the science community is the same one the medical community uses, and the post office, and everyone that relies on increased government funding; competition drives costs up, not down, in defiance of capitalism, in their space.   So hospitals say they need more money because Hospital A got a new MRI machine so Hospital B has to get one to compete, making medicine all around more expensive.   If Lab A gets some terrific machine and more people we can't compete unless everyone gets it.

Those maxims hold true until those companies in India producing microscopes for $4 blow all that out of the water.  Like we discuss with old journalism, 7 years ago private equity was investing billions in newspapers because everyone said you can't produce content without expensive editors and writers and salespeople.   Today it seems stupid.

Prizes make labs run lean and provide the kind of meritocracy missing in the current system.

adaptivecomplexity's picture
I made the argument two years ago that the old model of prizes - which made American ingenuity in the turn of the last century what it was - rather than government grant funding, makes more sense.

I see that as more applicable to engineering problems - when was there an instance of a prize stimulating path-breaking research in basic science? We've made major breakthroughs in basic genetics, biochemistry, and molecular biology in the last 100 years, and just about every one of those was sponsored by the grant system.

Prizes make labs run lean and provide the kind of meritocracy missing in the current system.

I would qualify that - academic labs do run lean, but universities often don't. I agree with your point about hospitals and fMRI or CT machines, but that's not what's going on in the basic science labs - budgets are limited, and you get the equipment you need. Modern biomedical science is not a low-tech process, any more than many areas of modern physics. The live-cell fluorescent microscopes that have let us make important progress in understanding cancer can't be made for the cost of a Big Mac Value Meal. Next-gen sequencing is turing out to be an extremely valuable tool for cancer genetics, but sequencing machines aren't cheap. They are getting cheaper (and the cost of sequencing has plummeted in the last 5 years), however - competition is not driving the costs up.

If Lab A gets some terrific machine and more people we can't compete unless everyone gets it.

The really expensive machines aren't generally bought in an individual lab basis - they are bought and shared by the community at the university. You may be on to something here, but it's happening not at the lab level, but at the university level. The issue is that not every university can be (or should be) a first-rate research institution, but many of them are trying to make themselves into one.

And so overall costs are going up, not because people are wasting money on expensive gadgets they don't need, but because the size of the biomedical research community is growing - everyone wants to get in on it, and universities like to get the money for indirect costs paid by NIH funding (like building maintenance, support staff salaries, etc.).

Again, labs do run lean. Universities don't.

jtwitten's picture
willingness to take calculated risks is why Grant won the US Civil War

I thought it was because he knew Sherman (sorry Southerners) and realized that the South could not keep up if he made the war a competition production of war materials.

adaptivecomplexity's picture
 South could not keep up if he made the war a competition production of war materials.

Yeah, but he wasn't sitting on his ass while Sherman was rampaging through the South.  And, Vicksberg and Petersberg were more than battles of attrition - Grant won with some impressive moves.

jtwitten's picture
Before we go on, we need to first note that claims about lack of progress have been overblown. Cancer survival rates, for most cancers, are much better now than they were 30 years ago.

Time for my favorite graph again.

Over the past 40 years, 5 year survival rates have gone from 48% to 96% for juvenile acute lymphoblastic leukemia.

adaptivecomplexity's picture
And you find similar trends for many different cancer types.  People seem to be waiting for the day when the NY Times displays a big banner headline "CANCER FINALLY CURED".
It's not going to happen that way.


Hank's picture
Though if the NY Times did get that exclusive, it would be fun to read a headline like "Cancer Cured: Women, Minorities Impacted Most"

People should eat more asparagus and then they won't get the cancer.

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