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Massachusetts Institute of Technology

Multi-stakeholder collaborations & biomarker development and implementation

Abstract

dc:description.abstract

The rise of genomic technologies and increasing interest in personalized medicine have triggered a renewed focus on the role of biomarkers in drug development and clinical care. While many stakeholders, including industry, regulatory agencies, patients, academia, and payers, are involved in biomarker development and use, these stakeholders reside in functional siloes that lead to fragmented outputs and efforts. Thus, although biomarker discovery is extensive, biomarker adoption in the R&D process and clinical care is slow, complex, and opaque. The gap between discovery and practice needs to be bridged by clear and consistent evidentiary standards, regulations and policies. Biomarker adoption requires a systems effort that includes active dialogue and understanding among all stakeholders. The level of discussions and resources (data, samples, expertise, financial, etc.) needed also makes this field particularly fertile for collaboration. This thesis suggests that multi-stakeholder collaborations (MSCs) can address the challenges of biomarker adoption. It describes what has been achieved in existing prominent MSCs, extracts general lessons on their contributions, and provides recommendations on the use of MSCs in drug development. Specifically, MSCs have demonstrated impact across 4 key areas: 1) data generation and establishment of standards; 2) development of scientific processes for biomarker evaluation and use; 3) the structuring of innovative operational and organizational scaffolds for collaboration; and 4) delivery of vetted regulatory recommendations and robust biomarkers for use by drug developers and clinicians. Understanding the roles, evolution, and challenges of MSCs will be important in enhancing the capacity to collaborate to address the complex challenges for biomedical innovation and healthcare outcomes.

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Engineering Systems Division
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2014

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Liu, Tingyu
Advisor dc:contributor.advisor
  • Kenneth A. Oye, Gigi Hirsch, and Magdalini Papadaki.

Subjects

dc:subject × 2

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/1721.1/90055
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/90055

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

Liu, Tingyu. Multi-stakeholder collaborations & biomarker development and implementation. Massachusetts Institute of Technology, 2014. http://hdl.handle.net/1721.1/90055