Every early phase trial begins with a series of predictions: that a new drug will show clinical utility down to road, that risks to study volunteers will be manageable, and perhaps, that patients in trials will benefit. Make a bad prediction here, and people potentially get hurt and resources wasted. So how good a job do we do with these predictions?
Hard to know, but given the high rate of failure in clinical translation, there are grounds for believing that various stakeholders go into early phase trials with an excess of optimism. In the current issue of PLoS Medicine, Alex London and I posit two problems with the way decision-makers make predictions in early phase trials. First, they underattend frequent and systematic flaws in the preclinical evidence base. Secondly, they draw on an overly narrow evidence base (what we call “evidential conservatism”) that obscures an assessment of whether preclinical studies in a given research area are a reliable indicator of agent promise.