Overcoming differential tumor penetration of BRAF inhibitors using computationally guided combination therapy

Thomas S C Ng1,2, Huiyu Hu3,4, Stefan Kronister1,5

  • 1Center for Systems Biology, Massachusetts General Hospital Research Institute, Boston, MA, USA.

Science Advances
|April 29, 2022
PubMed

Insights

This study reveals how drug properties like albumin binding affect BRAF-targeted kinase inhibitor efficacy in cancer metastases. A new combination strategy was identified to improve BRAF inhibition and treatment outcomes.

Area of Science:

  • Oncology
  • Pharmacology
  • Biophysics

Background:

  • BRAF-targeted kinase inhibitors (KIs) treat various cancers, but selection criteria and efficacy limitations are unclear.
  • Understanding pharmacokinetic/pharmacodynamic (PK/PD) mechanisms is crucial for optimizing KI therapy.

Purpose of the Study:

  • To investigate spatial PK/PD mechanisms limiting BRAF-targeted KI efficacy in BRAF-mutant cancers.
  • To develop computational models for predicting and improving KI performance.
  • To identify optimal strategies for combining BRAF inhibitors.

Main Methods:

  • Utilized mouse models of BRAF-mutant cancers with fluorescent KI tracers and unlabeled drugs.
  • Employed in silico spatial PK/PD modeling calibrated with imaging data.
  • Performed retrospective clinical data analysis and preclinical combination studies.

Main Results:

  • Drug lipophilicity, plasma clearance, target dissociation, and albumin binding influence dabrafenib efficacy, particularly in visceral metastases.
  • High albumin binding was identified as a key factor limiting dabrafenib action compared to other KIs.
  • A timed combination strategy of dabrafenib and encorafenib demonstrated enhanced BRAF inhibition and efficacy in preclinical models.

Conclusions:

  • Spatial drug properties significantly impact BRAF-targeted KI efficacy in different cancer microenvironments.
  • Computational modeling provides a framework for understanding and overcoming drug limitations.
  • Optimized combination therapies hold promise for improving treatment outcomes in BRAF-mutant cancers.

Related Concept Videos

Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
5.1K
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
7.9K