Answering the Billion-Dollar Question

By BIO-IT World

By Malorye Branca

Sept 9, 2002 | Before they start using SNPs to guide treatment, doctors will want to know that these tests are worth the necessary time and expense. A patient's age, medications, diet, exercise, and so on also contribute to his or her response to drugs. Simply linking a SNP to a response is not enough — that link must also be sufficiently strong to provide practical information.

"There is a very strong need for clinical validation," says Brian Spear, director of pharmacogenetics at Abbott Labs. Many SNPs have been linked to diseases, but few studies have demonstrated that genotyping makes a measurable difference in treatment outcome. The first examples of pharmacogenomics — TPMT and Herceptin — all involve cancer. It is easier to justify an expensive treatment that helps only a few patients if the disease (or side effects) are life-threatening.

Everybody has been promoting the concept of genomics as a therapeutic tool, but if you could demonstrate that a genetic variation is influencing therapeutic costs, then you would have every HMO in the country saying, 'We have to start using this.' - Peter Wedlund,  University of Kentucky's College of Pharmacy

But there are other attractive targets, such as the anticoagulant Warfarin, which Spear cites as "a good example because there is strong evidence that genetics can be used to predict the initial dose and later dose adjustment. It's also been well demonstrated CYP2D6 variations cause poor metabolism of tricyclic antidepressants." The dosage of Warfarin is critical; dosed improperly, patients can have serious complications. Tricyclic antidepressants, meanwhile, can cause cardiovascular problems in poor metabolizers.

At least two groups have tried to tackle the issue of outcomes in exactly those cases, although funding is hard to come by. Mark Linder at the University of Louisville in Kentucky has proposed a study of the influence of genotyping on the outcomes of patients taking Warfarin. Peter Wedlund at the University of Kentucky's College of Pharmacy and Eastern State Hospital Mental Health Research Center wants to determine if genotyping can improve outcomes for patients who are candidates for tricyclic antidepressants.

Both researchers have had grant applications to the National Institutes of Health (NIH) turned down. "The study section officers ... encouraged me and said Warfarin is a problem and this is a high priority," Linder says.

Wedlund and Linder acknowledge there could be other problems with their proposals, but they are concerned that the NIH may have set up a catch-22 for researchers seeking funding for outcomes studies. "Some of the reviewers said, 'This is old hat, we don't need to prove these associations,'" says Linder. "But you can't do a proper outcomes study unless the association is proven." Wedlund received similar criticisms. "One reviewer said, 'This is so obvious,' and that's true of course," he says. "We've known for 20 years that the CYP2D6 variations influence drug response. The question is, would a test influence outcomes in a clinical setting?"

"NIH funds good research," says Rochelle M. Long, chief of the pharmacological and physiological sciences branch of the NIH and head of the National Institute of General Medical Science's Pharmacogenetics Research Network (found online at www.nigms.nih.gov/pharmacogenetics), which funds numerous studies in this field. She attributes the researchers' complaints to "sour grapes," and insists that "anyone who submits an application to the NIH must defend the approach they are taking." The NIH is interested in outcomes studies, she says, but "our primary goals were to get the molecular commonalities nailed down." She is unaware of any outcomes studies being funded by the NIH.

The underlying question is whether there is a source for funding for these studies, particularly since drug manufacturers are not interested in them. Wedlund is resubmitting his grant to the Agency for Health Research and Quality and is pursuing other sources as well. But he's worried that the NIH is sending conflicting messages to those seeking to do outcomes research. "This has nothing to do with sour grapes," he insists. "It has to do with making sure there are appropriate avenues for advancing genomics into the clinical arena."

No matter who ends up doing these studies or when they get done, the impact will be enormous. As Wedlund says, "Everybody has been promoting the concept of genomics as a therapeutic tool, but if you could demonstrate that a genetic variation is influencing therapeutic costs, then you would have every HMO in the country saying, 'We have to start using this.'"

—Malorye Branca 

Back to The New, New Pharmacogenomics




White Papers & Special Reports

sas whitepaper92

Managed Innovation, Assured Compliance 
sponsored by SAS
Discovery organizations are identifying a lot of promising compounds, but clinical research processes haven't kept pace with timely testing of all those potential therapies. This white paper describes how SAS® Drug Development supports true innovation across the clinical trial process.

In this white paper you will learn how to:

  • Assemble data to foster better collaboration
  • Get up-to-date information during clinical trials
  • Make informed decisions earlier in the trial process Download now 


BlueArc white paper image 1

Addressing Life Sciences Constantly Growing Data Challenges Research Environments
sponsored by BlueArc
The continued explosion of raw experimental data, the increased use of video, the growing adoption of new data retention practices, and the move to high throughput computational workflows are all placing new demands on the way life sciences organizations store and manage their data.

Download this white paper to learn about:

  • Factors driving the data explosion in the life sciences
  • New data management issues that must be addressed
  • HPC trends that are placing new demands on storage
  • Storage solution attributes that address performance, manageability, and energy efficiency. Download now 


isilon white paper

“Storage for Science – Methods for Managing Large and Rapidly Growing Data Stores in Life Science Research Environments” sponsored by Isilon
Large and rapidly growing stores of file-based and other data are a hallmark of life science research and bioinformatics. Determining how best to manage those data stores has become a significant challenge for Researchers and IT Pros alike.

This paper is intended to:

  • Provide guidance on the many storage requirements common to Life Science research;
  • Explain the evolution of modern storage architectures;
  • Summarize the major data storage architectures currently in use.

Additionally, it will present the Isilon IQ clustered storage product as a strong and flexible solution to those needs. Download now



Life Science Webcasts & Podcasts

Adobe

Hospital Paperwork No Longer Has to Be an In-patient Procedure 

Adobe podcast imageHow many times have you filled out that same patient registration form when visiting a doctor or the hospital? If you are a hospital administrator, nurse or registrar, you know that your patients and particularly your staff have managed hundreds of consent forms for medication, procedures, anesthesia, and HIPAA. Paperwork redundancy has become a significant bottleneck in the healthcare system. In this podcast, we’ll learn about how Adobe solutions for healthcare can help you streamline your paperwork and stop making paperwork an in-patient procedure.

Download Now 



More Podcasts

Job Openings

Oxford Nanopore Technologies, Oxford, UK
We seek a highly motivated individual to lead the administration, expansion and maintenance of our IT infrastructure, supporting our business operations and technological development of a DNA third generation sequencing system.  Includes administration and configuration of core corporate servers, high performance scientific computing and disk systems, security systems, network infrastructure and backups, maintenance of service levels, implementation of any IT related legal compliance issues and policies, and disaster recovery. to apply: www.nanoporetech.com/vacancies

For reprints and/or copyright permission, please contact The YGS Group, 1808 Colonial Village Lane, Lancaster, PA;

(717) 399-1900 ext. 125, or via email to Ashley.Zander@theYGSgroup.com.