In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines. Academic Article uri icon


  • Osteosarcoma (OS) is the most common primary malignant bone tumor of both children and pet canines. Its characteristic genomic instability and complexity coupled with the dearth of knowledge about its etiology has made improvement in the current treatment difficult. We use the existing literature about the biological pathways active in OS and combine it with the current research involving natural compounds to identify new targets and design more effective drug therapies. The key components of these pathways are modeled as a Boolean network with multiple inputs and multiple outputs. The combinatorial circuit is employed to theoretically predict the efficacies of various drugs in combination with Cryptotanshinone. We show that the action of the herbal drug, Cryptotanshinone on OS cell lines induces apoptosis by increasing sensitivity to TNF-related apoptosis-inducing ligand (TRAIL) through its multi-pronged action on STAT3, DRP1 and DR5. The Boolean framework is used to detect additional drug intervention points in the pathway that could amplify the action of Cryptotanshinone.

published proceedings

  • IEEE/ACM Trans Comput Biol Bioinform

author list (cited authors)

  • Saraf, R., Datta, A., Sima, C., Hua, J., Lopes, R., Bittner, M. L., Miller, T., & Wilson-Robles, H. M.

citation count

  • 4

complete list of authors

  • Saraf, Radhika||Datta, Aniruddha||Sima, Chao||Hua, Jianping||Lopes, Rosana||Bittner, Michael L||Miller, Tasha||Wilson-Robles, Heather M

publication date

  • May 2022