IDEAS home Printed from https://ideas.repec.org/a/bpj/ijbist/v19y2023i1p163-176n6.html
   My bibliography  Save this article

Application of the patient-reported outcomes continual reassessment method to a phase I study of radiotherapy in endometrial cancer

Author

Listed:
  • Wages Nolan A.

    (Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA)

  • Nelson Bailey
  • Kharofa Jordan
  • Meier Teresa

    (Department of Radiation Oncology, University of Cincinnati, Cincinnati, OH, USA)

Abstract

This article considers the concept of designing Phase I clinical trials using both clinician- and patient-reported outcomes to adaptively allocate study participants to tolerable doses and determine the maximum tolerated dose (MTD) at the study conclusion. We describe an application of a Bayesian form of the patient-reported outcomes continual reassessment method (PRO-CRMB) in an ongoing Phase I study of adjuvant hypofractionated whole pelvis radiation therapy (WPRT) in endometrial cancer (NCT04458402). The study’s primary objective is to determine the MTD per fraction of WPRT, defined by acceptable clinician- and patient-reported DLT rates. We conduct simulation studies of the operating characteristics of the design and compared them to a rule-based approach. We illustrate that the PRO-CRMB makes appropriate dose assignments during the study to give investigators and reviewers an idea of how the method behaves. In simulation studies, the PRO-CRMB demonstrates superior performance to a 5 + 2 stepwise design in terms of recommending target treatment courses and allocating patients to these courses. The design is accompanied by an easy-to-use R shiny web application to simulate operating characteristics at the design stage and sequentially update dose assignments throughout the trial’s conduct.

Suggested Citation

  • Wages Nolan A. & Nelson Bailey & Kharofa Jordan & Meier Teresa, 2023. "Application of the patient-reported outcomes continual reassessment method to a phase I study of radiotherapy in endometrial cancer," The International Journal of Biostatistics, De Gruyter, vol. 19(1), pages 163-176, May.
  • Handle: RePEc:bpj:ijbist:v:19:y:2023:i:1:p:163-176:n:6
    DOI: 10.1515/ijb-2022-0023
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/ijb-2022-0023
    Download Restriction: For access to full text, subscription to the journal or payment for the individual article is required.

    File URL: https://libkey.io/10.1515/ijb-2022-0023?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bpj:ijbist:v:19:y:2023:i:1:p:163-176:n:6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Golla (email available below). General contact details of provider: https://www.degruyter.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.