Towards understanding aromatase inhibitory activity via QSAR modeling

Watshara Shoombuatong1, Nalini Schaduangrat1, Chanin Nantasenamat1

  • 1Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand.

EXCLI Journal
|September 8, 2018
PubMed

Insights

This review comprehensively analyzes quantitative structure-activity relationship (QSAR) studies for aromatase inhibitors (AIs). It highlights key features for developing novel, effective AIs to combat breast cancer by lowering estrogen levels.

Area of Science:

  • Medicinal Chemistry
  • Pharmacology
  • Biochemistry

Background:

  • Aromatase is crucial for estrogen biosynthesis and is overexpressed in breast cancer.
  • Aromatase inhibitors (AIs) are used to treat hormone-receptor positive breast cancer by reducing estrogen.
  • Current synthetic AIs have side effects, driving the need for novel inhibitors.

Purpose of the Study:

  • To provide the first comprehensive review of all published quantitative structure-activity relationship (QSAR) studies on aromatase inhibitors (AIs).
  • To summarize the methodologies and key structural features identified in QSAR studies for both steroidal and non-steroidal AIs.
  • To guide the development of new, effective aromatase inhibitors with potentially reduced side effects.

Main Methods:

  • Systematic literature search for QSAR studies on steroidal and non-steroidal aromatase inhibitors.
  • Analysis of experimental setups and data used in the reviewed QSAR studies.
  • Identification and summarization of key molecular descriptors and structural features correlated with aromatase inhibition.

Main Results:

  • Compilation of a comprehensive overview of QSAR studies in the field of aromatase inhibition.
  • Identification of common structural motifs and physicochemical properties associated with potent AI activity.
  • Summary of the predictive models and their validation strategies.

Conclusions:

  • QSAR studies are valuable tools for understanding the mechanistic basis of aromatase inhibition.
  • This review consolidates knowledge to facilitate the rational design of novel aromatase inhibitors.
  • Further QSAR research can aid in developing safer and more effective breast cancer therapies.

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