Drugs: how to pick a winner in clinical trials

When a drug fails late on in clinical trials it’s a major setback for launching new medicines. It can cost millions, even billions, of research and development funds. Now, an ‘adaptive’ approach to clinical trials and a genetic tool for predicting success are increasing the odds of picking a winner.

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We all believe that the failure rate for drug candidates making it through phase III is unacceptably high. We want to be sure that we can answer the billion dollar question of which are most likely to be winners.
   - Ian Wilkinson

“Did not meet primary endpoint.”

Prosaic words, but they can mean a billion dollar failure has just happened.

The average cost of taking a scientific discovery all the way through to a drug on a shelf is enormous – last year it was estimated at $2.6 billion by the Tufts Center for the Study of Drug Development.

One reason the figure is so high is because it also includes the cost of failure.  Recent years have seen some very high-profile failures of drug candidates that either did not meet the ‘primary endpoint’ (they didn’t work) or had their trials halted owing to serious side effects.

“It’s only natural that some drugs will fail in clinical trials – the process exists to ensure that treatments are safe and effective for patients,” says Professor Ian Wilkinson, Director of the Cambridge Clinical Trials Unit (CCTU) on the Cambridge Biomedical Campus. “But what’s unexpected is the high number of drugs that fail in phase III. You’d think that by this stage the molecule would be a sufficiently good candidate to make it through.”

He explains that failures in phases I and II – when the drug is tested for safety and dosage in healthy volunteers and patients – are inevitable. However, a great many molecules don’t make it through phase III, the stage at which the drug’s effectiveness is tested in large numbers of patients before regulatory approval is given. In fact only 10–20% of drugs that enter phase I are ultimately licensed.

“The problem with failing at phase III is it’s very expensive – a single drug trial can cost around $500m.”

He continues: “There’s a human impact for the thousands of patients who enrolled on the trial. For patients with cancer, it’s sometimes their last available treatment option,” says Wilkinson. “It’s also really unhelpful economically. Pharma companies have less money to put back into R&D, and it becomes even harder to fund drug development.”

This is why Wilkinson, along with a team of clinicians, scientists and pharmaceutical collaborators, together with statisticians at the Medical Research Council Biostatistics Unit, has been taking a hard look at the early phases of clinical trials. Their aim is to ask what can be done to get an early indication that a potential drug will make it to market.


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Image: Medication
Credit: Gatis Gribusts


Reproduced courtesy of the University of Cambridge
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