Good discussion, and a good reference.
Re DSimon's:
My general position has been that it would be better for the US public if the FDA even more strongly regulated against treatments which do not go through the full clinical trial gamut with high marks. I don't like it when people who are in crisis are vulnerable to getting ripped off by snake oil salesmen.
FDAReview says:
If the U.S. system resulted in appreciably safer drugs, we would expect to see far fewer postmarket safety withdrawals in the United States than in other countries. Bakke et al. (1995) compared safety withdrawals in the United States with those in Great Britain and Spain, each of which approved more drugs than the United States during the same time period. Yet, approximately 3 percent of all drug approvals were withdrawn for safety reasons in the United States, approximately 3 percent in Spain, and approximately 4 percent in Great Britain. There is no evidence that the U.S. drug lag brings greater safety.
(This was actually something of a surprise to me. My wife has been on a couple of medications which have since been withdrawn, so I've been getting increasingly uncomfortable with the general level of safety of pharmaceuticals, so I'd been leaning in DSimon's direction on this - but this evidence says that increased scrutiny from the FDA hasn't been helping)
The section on off-label uses of drugs is also very persuasive:
Yet any textbook or medical guide discussing stomach ulcers will mention amoxicillin as a potential treatment, and a doctor who did not consider prescribing amoxicillin or other antibiotic for the treatment of stomach ulcers would today be considered highly negligent. Off-label uses are in effect regulated according to the FDA’s pre-1962 rules (which required only safety, not efficacy), whereas on-label uses are regulated according to the post-1962 rules.
I'm not sure I'd quite agree with
entirely abandon restrictions on what drugs / treatments doctors can prescribe.
The phase I trials, looking for human toxicity, still sound reasonable. To my mind, it does look like the efficacy trials should be moved out of the FDA - basically crowd-sourced as post-market data gathering.
I agree with
Require all patient data to be public (once anonymized).
It would help if as many groups as possible have the opportunity to dig through the data as possible. One caveat/suggestion: Epidemiological studies tend to be terrible at giving solid conclusions. Double blind randomized studies are able to cancel out far more of the confounding variables. I suggest that, for any medical decisions that are anywhere close to a 50:50 decision, that an incentive be offered to explicitly randomize the decision and record that fact, along with the other outcome data on the case. Where there is uncertainty anyway, this won't hurt the participating patients on average anyway, and it would embed a continuous stream of randomized trials in the available data.
In the February and March 1988 issues of Cryonics, Mike Darwin (Wikipedia/LessWrong) and Steve Harris published a two-part article “The Future of Medicine” attempting to forecast the medical state of the art for 2008. Darwin has republished it on the New_Cryonet email list.
Darwin is a pretty savvy forecaster (who you will remember correctly predicting in 1981 in “The High Cost of Cryonics”/part 2 ALCOR’s recent troubles with grandfathering), so given my standing interests in tracking predictions, I read it with great interest; but they still blew most of them, and not the ones we would prefer them to’ve.
The full essay is ~10k words, so I will excerpt roughly half of it below; feel free to skip to the reactions section and other links.
1 The Future of Medicine
1.1 Part 1
1.1.1 Diagnostics
A side-note: genetic associations have been a very fertile field for John Ioannidis, and a big study just blew away a bunch of SNP-IQ correlations.
I recently learned that, besides the usual blame for increasing medical costs, some categories of doctors have been strenuously urged to reduce MRI use as actively harmful.
1.1.2 Resuscitation
1.1.3 Antibiotics
The pharmaceutical industry and antibiotics have been a case-study in stagnation, failure, and diminishing marginal returns. There is only one, highly experimental, anti-viral that I have heard of. In a followup email, Darwin responded to someone else pointing out DRACO:
(This agrees with my own general impressions, which I didn't feel competent to baldly state.)
1.1.4 Immunology and cancer
1.1.5 Atherosclerosis
1.2 Part 2
1.2.1 Anesthesia
1.2.2 Surgery
1.2.3 Geriatrics
We all know how well this has worked out. More troubling is that in some respects, we appear further from any solutions or treatments than before; while resveratrol did well in a recent human trial, the sirtuin research that seemed so promising has been battered by null results and failures to replicate. And anti-aging drugs have their own methodological difficulties; from the followup email:
1.2.4 Psychiatry & Behavior
From the previously quoted followup email:
1.2.5 Implants & Prosthetics
1.2.6 Hemodialysis
1.2.7 Organ Preservation
1.2.8 Other Approaches to Organ Preservation
1.2.9 Genetic therapy
1.2.10 Prevention
1.2.11 The Downside
And on to the economics:
2 Reactions
On reading all the foregoing, I commented: that was a depressing read. As far as I can tell, they were dead on about the dismal economics, somewhat right about the diagnostics, and fairly wrong about everything else. Which is better than the old predictions listed, only one of which struck me as obviously right (but in a useless way, who actually uses perfluorocarbons for liquid breathing?).
To which Darwin said:
See also Fight Aging!’s post, “Overestimating the Near Future”:
Darwin comments there:
3 Further reading
Previous Darwin-related posts:
See also Tyler Cowen's The Great Stagnation and “Peter Thiel warns of upcoming (and current) stagnation”.