Corante

About this Author
Derek Lowe
Derek Lowe, an Arkansan by birth, got his BA from Hendrix College and his PhD in organic chemistry from Duke before spending time in Germany on a Humboldt Fellowship on his post-doc. He's worked for several major pharmaceutical companies since 1989 on drug discovery projects against schizophrenia, Alzheimer's, diabetes, osteoporosis and other diseases. To contact Derek email him directly: derekb.lowe@gmail.com Twitter: Dereklowe

Chemistry and Drug Data: Drugbank
Emolecules
ChemSpider
Chempedia Lab
Synthetic Pages
Organic Chemistry Portal
PubChem
Not Voodoo
DailyMed
Druglib
Clinicaltrials.gov

Chemistry and Pharma Blogs:
Org Prep Daily
The Haystack
MedChem Buzz
Kilomentor
On Pharma
A New Merck, Reviewed
Liberal Arts Chemistry
One in Ten Thousand
Electron Pusher
Periodic Tabloid
All Things Metathesis
C&E News Blog
Propter Doc
Chemiotics II
The Chemical Notebook
Chemical Space
Noel O'Blog
In Vivo Blog
Terra Sigilatta
Chirality
BBSRC/Douglas Kell
ChemBark
Drug Discovery Opinion
Realizations in Biostatistics
Chemjobber
Pharmalot
WSJ Health Blog
ChemSpider Blog
Pharmagossip
Med-Chemist
Organic Chem - Education & Industry
Useful Chemistry
Chiral Jones
Pharma Strategy Blog
No Name No Slogan
Practical Fragments
SimBioSys
The Curious Wavefunction
Natural Product Man
Totally Synthetic
Fragment Literature
The F- Blog
Chemistry World Blog
Synthetic Nature
Chemistry Blog
Synthesizing Ideas
Carbon-Based Curiosities
Experimental Error
Business|Bytes|Genes|Molecules
Eye on FDA
Sigma-Aldrich ChemBlogs
Chemical Forums
Depth-First
Symyx Blog
P212121
ChemCafe
Sceptical Chymist
Lamentations on Chemistry
Computational Organic Chemistry
Mining Drugs
Henry Rzepa


Science Blogs and News:
Bad Science
The Loom
Uncertain Principles
Fierce Biotech
Blogs for Industry
Omics! Omics!
Young Female Scientist
Notional Slurry
Nobel Intent
SciTech Daily
Science Blog
FuturePundit
Aetiology
Gene Expression (I)
Gene Expression (II)
Sciencebase
Pharyngula
Adventures in Ethics and Science
Transterrestrial Musings
Slashdot Science
A Scientist's Life
Speculist
Cosmic Variance
The Capsule
Zeroth Order Approximation
Biology News Net


Medical Blogs
Med Tech Sentinel
DB's Medical Rants
Science-Based Medicine
GruntDoc
The Health Care Blog
Respectful Insolence
Black Triangle
Diabetes Mine


Economics and Business
Marginal Revolution
Arnold Kling
The Volokh Conspiracy
Knowledge Problem
The Stalwart


Politics / Current Events
Virginia Postrel
Tinkerty Tonk
Instapundit
Megan McArdle
Mickey Kaus
Colby Cosh
Alien Corn
No Watermelons


Belles Lettres
Two Blowhards
Critical Mass
Arts and Letters Daily
God of the Machine
Armavirumque
About Last Night
In the Pipeline: Don't miss Derek Lowe's excellent commentary on drug discovery and the pharma industry in general at In the Pipeline

In the Pipeline

« Goldman Sachs: Out Of the Drug Funding Business Already? | Main | TMS Diazomethane: Update On a Fatality »

May 14, 2009

Surrogate Markers Are Awful, But They're Ours

Email This Entry

Posted by Derek

And while we're on the subject of clinical trials, and the headaches associated with them, this is a neat little article over at Slate on the subject. Darshak Sanghavi from UMass does a good job of explaining the surrogate-endpoints problem in clinical results, relating it to reality TV:

. . .In the federal Multimodal Treatment Study, hundreds of kids with ADHD, whose families were desperate enough to enroll them in a randomized study, entered a well-funded and highly supervised National Institute for Mental Health program complete with specialized therapy, regular evaluation by developmental experts, and careful drug prescription—a setup that's about as realistic as a date on The Bachelor. Within that very unusual, closely monitored environment, as reported in 1999, stimulant medications caused modest improvement after about a year. In response, use of these products surged nationwide, and Ritalin and its peers became household brands. But in March, the researchers described what happened after the lights went out. In their subsequent years in the real world, the drug-treated kids ultimately ended up no better off than the others.

Epidemiologists call this the problem of "surrogate endpoints," and it's no surprise to fans of reality television. Garnering the greatest number of text-messaging votes after a brief performance doesn't always mean you'll be a successful pop star; winning the final rose after an on-air courtship doesn't mean you'll have a happy marriage; and getting higher scores on a simple rating scale of attention-deficit symptoms doesn't mean you'll later succeed in school. In medicine, this problem happens all the time.

He doesn't shy away from some of the big surrogates in the clinical world, the biggest of which are cholesterol levels. That one, as he says, is at least considered a validated marker (with some relation to real-world mortality and morbidity), but there's plenty of room to argue about that, too. Ask Gary Taubes, who has a lot of provocative things to say about the whole low-fat idea. And if that one is still worth arguing over, what about the less validated endpoints?

In the end, I agree with Sanghavi that we really don't have any good alternatives yet. The real endpoints, in most cases, just take too long to measure. No one can finance a twenty-year clinical trial, and no one would put up with one even if it were feasible. We're stuck with what we have, and we just have to make it work the best we can.

Comments (3) + TrackBacks (0) | Category: Clinical Trials


COMMENTS

1. Hap on May 14, 2009 8:49 AM writes...

I think there's a dropped italic tag in the above quote.

Permalink to Comment

2. barry on May 14, 2009 11:45 AM writes...

In the cancer field, various surrogate endpoints (e.g.stopping tumor growth) have been used and have often not correlated with reduced mortality.
Alas, a clinical study run to delta mortality has its own problems. There is a bias towards patients whose life expectancy is short (to contain the costs of the study in both time and dollars). Because cancers accumulate mutations over time, a drug tried in this population may fail although it might be efficacious--even life-saving--in patients with less advanced cancers

Permalink to Comment

3. Still Scared of Dinosuars on May 15, 2009 4:21 PM writes...

One important thing about cholesterol and other surrogates I consider "real" surrogate endpoints is that they are often used as treatment goals in the real world.

This doesn't mean they are therefore good endpoints, however. It just means that when arguing whether a potential surrogate endpoint is suitable as a primary for approval I just ask, "Can we convince MD's to treat patients this way?" on the assupmtion that the results are strong enough. If the answer isn't an emphatic "Yes!" then I argue it's not a surrogate, it's just an endpoint...and there's no reason to bring it up as one to the ultimate arbiters, the regulators.

Permalink to Comment

POST A COMMENT




Remember Me?



EMAIL THIS ENTRY TO A FRIEND

Email this entry to:

Your email address:

Message (optional):




RELATED ENTRIES
Academia and Industry, Suing Each Other
Let's Start Off the Meeting With An Ad, OK?
The Academic-Industrial Collaboration in Drug Discovery Panel: Today
Glass Structure, Atom by Atom
How the Andrulis Paper Got Published
AstraZeneca in Waltham
Fluorine NMR: Why Not?
AstraZeneca Layoffs and Closings