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Massachusetts Institute of Technology

Innovative Alzheimer's disease clinical trial design in the coming age of biomarkers

Abstract

dc:description.abstract

Alzheimer's disease (AD) is a field with huge unmet need and only a few symptomatic treatments with limited efficacy have been made available to patients. With the testing of disease-modifying drugs in recent years, the length of AD clinical trials has tripled and the enrollment has gone up drastically. These investigational disease-modifying drugs address new targets including the amyloid beta and tau protein aggregation pathways in the brain. They have opened up a whole research field on biomarkers specific to these pathways. These biomarkers have however never been used to select a subpopulation that would enroll in clinical trials. This thesis defines a framework for assessing any AD biomarker's quality as a selection tool for enrolling a subpopulation into an AD clinical trial. Carefully selecting the patient population with appropriate biomarkers can lead to a reduction in required enrollment in a study to show statistical significance. In turn, the decreased patient enrollment helps sponsors reduce costs and allows them to test several drugs with the same budget. In order to test our framework in an applied and relevant setting, we established from www.clinicaltrials.gov that for disease-modifying drugs the primary endpoint is change in ADAS-cog points at 18 months and that the trials enrolled on average 337 patients per treatment group. These disease-modifying AD trials use the inference on means statistical model.

Degree

thesis:*
Department dc:contributor.department
Harvard University--MIT Division of Health Sciences and Technology.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2008

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Hillerstrom, Hampus
Advisor dc:contributor.advisor
  • Joseph V. Bonventre and A. Gregory Sorensen.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/55277
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/55277

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Hillerstrom, Hampus. Innovative Alzheimer's disease clinical trial design in the coming age of biomarkers. Massachusetts Institute of Technology, 2008. http://hdl.handle.net/1721.1/55277