Optimizing the concentration and bolus of a drug delivered by continuous infusion

Biometrics. 2011 Dec;67(4):1638-46. doi: 10.1111/j.1541-0420.2011.01580.x. Epub 2011 Mar 14.

Abstract

We consider treatment regimes in which an agent is administered continuously at a specified concentration until either a response is achieved or a predetermined maximum infusion time is reached. Response is an event defined to characterize therapeutic efficacy. A portion of the maximum planned total amount administered is given as an initial bolus. For such regimes, the amount of the agent received by the patient depends on the time to response. An additional complication when response is evaluated periodically rather than continuously is that the response time is interval censored. We address the problem of designing a clinical trial in which such response time data and a binary indicator of toxicity are used together to jointly optimize the concentration and the size of the bolus. We propose a sequentially adaptive Bayesian design that chooses the optimal treatment for successive patients by maximizing the posterior mean utility of the joint efficacy-toxicity outcome. The methodology is illustrated by a trial in which tissue plasminogen activator is infused intraarterially as rapid treatment for acute ischemic stroke.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Brain Ischemia / diagnosis*
  • Brain Ischemia / drug therapy*
  • Brain Ischemia / mortality
  • Clinical Trials as Topic / methods*
  • Data Interpretation, Statistical*
  • Dose-Response Relationship, Drug*
  • Drug Therapy, Computer-Assisted / methods*
  • Fibrinolytic Agents / administration & dosage
  • Fibrinolytic Agents / adverse effects
  • Humans
  • Infusions, Intra-Arterial
  • Stroke / diagnosis*
  • Stroke / drug therapy*
  • Stroke / mortality
  • Survival Analysis
  • Survival Rate
  • Tissue Plasminogen Activator / administration & dosage*
  • Tissue Plasminogen Activator / adverse effects
  • Treatment Outcome

Substances

  • Fibrinolytic Agents
  • Tissue Plasminogen Activator