A strategy for early detection of response to chemotherapy drugs based on treatment-related changes in the metabolome

Shahil Amin1, Jodi Rattner1, Mohammad Reza Keramati1,2

  • 1Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Canada.

Plos One
|April 3, 2019
PubMed

Insights

Monitoring changes in circulating metabolites can predict chemotherapy effectiveness and resistance. This biomarker approach helps oncologists adjust treatments for better patient outcomes in advanced cancers.

Area of Science:

  • Biochemistry
  • Oncology
  • Metabolomics

Background:

  • Chemotherapy efficacy monitoring is crucial for personalized cancer treatment.
  • Identifying reliable biomarkers for treatment response remains a challenge.

Purpose of the Study:

  • To develop and validate a biomarker-based approach using metabolomics to monitor chemotherapy efficacy.
  • To identify metabolomic signatures indicative of treatment response and resistance in hepatocellular carcinoma.

Main Methods:

  • In vitro studies using tumor cell lines exposed to chemotherapeutics, analyzing extracellular metabolome changes.
  • Gas chromatography-mass spectrometry analysis of serum samples from a Phase II clinical trial of axitinib in advanced hepatocellular carcinoma patients.
  • Correlation of metabolomic data with CT scan-assessed treatment response and tumor growth.

Main Results:

  • In vitro, distinct metabolomic patterns correlated with growth inhibition and cell death.
  • In vivo, a robust clinical metabolomic signature emerged within 4 weeks, distinguishing responders from non-responders.
  • These predictive metabolomic changes diminished upon tumor regrowth, indicating resistance.

Conclusions:

  • Serial metabolomic monitoring can effectively track chemotherapy efficacy and detect emerging resistance.
  • This approach provides a dynamic tool for oncologists to guide treatment modifications in real-time.
  • Biomarker-based metabolomic analysis offers a promising strategy for optimizing cancer therapy.

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