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Related Experiment Video

Updated: Jun 17, 2026

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
07:35

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Published on: October 11, 2018

Biomarker qualification via public-private partnerships.

S L Eck1, S M Paul

  • 1Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana, USA.

Clinical Pharmacology and Therapeutics
|December 19, 2009
PubMed
Summary

Adiponectin effectively predicts glycemic control in diabetic patients using PPAR agonists. This highlights the value of public-private partnerships for validating biomarkers in drug development.

Area of Science:

  • Biomarker discovery and validation
  • Pharmacology and therapeutics
  • Clinical trial data analysis

Background:

  • Biomarkers are crucial for assessing drug safety and efficacy in development.
  • Validating biomarkers often necessitates large datasets from randomized clinical trials.
  • The Biomarkers Consortium facilitated this research using multi-company data.

Discussion:

  • Adiponectin was identified as a predictive biomarker for glycemic control.
  • The study focused on diabetic patients treated with peroxisome proliferator-activated receptor (PPAR) agonists.
  • Findings were published in Clinical Pharmacology & Therapeutics in December 2009.

Key Insights:

  • Adiponectin serves as an early indicator of treatment response.
  • Public-private collaborations accelerate biomarker qualification.

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Last Updated: Jun 17, 2026

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  • This research demonstrates a successful model for biomarker validation.

    • Outlook:

    • Further research can explore adiponectin's role in other therapeutic areas.
    • The model can be applied to qualify other predictive biomarkers.
    • Strengthened partnerships can enhance drug development efficiency.