Abstract
BACKGROUND:
A tremendous amount of information now exists detailing the genetic alterations present in leukemia cells. However, our understanding of the functional significance of many of these genetic events remains incomplete. One major challenge involves the identification of pharmacologically targetable mutations for the design and implementation of targeted therapy strategies. To this end, we are using an algorithm called HitWalker (Bottomly, et al. 2013), which can prioritize gene mutations based on functional data, thus revealing the pharmacologic vulnerabilities of leukemia cells from individual patients. This analysis revealed oncogenic mutations in the tyrosine kinase, TNK2 (aka ACK1), which can be targeted with existing small-molecule inhibitors.
METHODS:
Kinase inhibitor screens were run on primary patient samples, and the operationally important kinases underlying drug sensitivity patterns were predicted based on an algorithm that harnesses the known efficacy of each drug against the kinome (algorithm described in Tyner, et al. 2013). The results of the drug screens were integrated with high throughput sequencing data using the HitWalker algorithm such that mutated genes were ranked according to closest associations with kinases implicated by the functional screening data. Oncogenicity of TNK2 mutations was tested by Ba/F3 cytokine independent growth assays. To develop TNK2 inhibitors, we searched our in-house database for inhibitors that exhibited potent and selective binding to TNK2. The kinase selectivity of the compounds was evaluated by screening against a diverse panel of 241 kinases using a chemical proteomic approach, KiNativ.
RESULTS:
The integrated functional genomic analysis revealed TNK2 mutations in AML and CMML leukemia samples, which ranked highly as potential therapeutic targets. The TNK2 point mutations exhibited transformative capacity, and transformed cells exhibited sensitivity to the multi-kinase inhibitor dasatinib, which antagonizes TNK2 kinase activity. In addition, we observed sensitivity to novel TNK2 inhibitors, XMD8-87 and XMD16-5, which possess greater specificity for TNK2. XMD8-87 in particular demonstrated a high degree of selectivity for TNK2, and is more potent than the previously reported TNK2 inhibitor, AIM-100.
CONCLUSION:
Here we prioritized TNK2 mutations as important functional targets using the HitWalker algorithm. This highlights the utility of integrating functional and genomic data to identify actionable genetic lesions. Given the large number of mutations present in a wide variety of tumors, the ability to prioritize genetic lesions greatly reduces the time and resources necessary to validate candidate mutations. Furthermore, this study highlights the utility of drug screening data for understanding the underlying vulnerabilities of leukemia cells and their accompanying gene mutations. In addition, we newly describe two kinase inhibitors that exhibit greater selectivity for TNK2 compared with dasatinib. These compounds represent exciting new lead candidates for further development of clinically applicable, selective TNK2 inhibitors.
Druker:Bristol-Myers Squibb: Clinical trial funding: PI and co-investigator on BMS clinical trials. OHSU has contracts with BMS to pay for patient costs, nurse and data manager salaries, and institutional overhead. I do not derive salary, or lab funds from these contracts. Clinical trial funding: PI and co-investigator on BMS clinical trials. OHSU has contracts with BMS to pay for patient costs, nurse and data manager salaries, and institutional overhead. I do not derive salary, or lab funds from these contracts. Other; ARIAD: Clinical trial funding: PI and co-investigator on ARIAD clinical trials. OHSU has contracts with ARIAD to pay for patient costs, nurse and data manager salaries, and institutional overhead. I do not derive salary, or lab funds from these contracts. Other; Novartis: Clinical trial funding: PI and co-investigator on Novartis clinical trials. OHSU has contracts with Novartis to pay for patient costs, nurse and data manager salaries, and institutional overhead. I do not derive salary, or lab funds from these contracts. Clinical trial funding: PI and co-investigator on Novartis clinical trials. OHSU has contracts with Novartis to pay for patient costs, nurse and data manager salaries, and institutional overhead. I do not derive salary, or lab funds from these contracts. Other, Dr. Druker is the inventor of a technology that is licensed to Novartis. This financial conflict of interest has been reviewed and managed by OHSU. Patents & Royalties; MolecularMD: Consultancy, Equity Ownership, Scientific Founder, Scientific Founder. Some clinical trials on which I participate as PI or co-investigator utilize MolecularMD for molecular testing. This potential individual and institutional conflict of interest has been reviewed and managed by OHSU. Other; Lorus Therapeutics: Consultancy, Membership on an entity's Board of Directors or advisory committees, Stock options Other; Gilead Sciences: Consultancy, Membership on an entity's Board of Directors or advisory committees; D3: Consultancy; Cylene Pharmaceuticals: Consultancy, Equity Ownership; Blueprint Medicines: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees, Scientific Founder, Scientific Founder Other; CTI Biopharma: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Astrazeneca: Consultancy; Millipore: Dr. Druker is the inventor of a technology that is licensed to Millipore. This financial conflict of interest has been reviewed and managed by OHSU Patents & Royalties; Misc other pharmaceutical companies: Dr. Druker is an inventor on OHSU patent #843, licensed to many companies including but not limited to ARIAD; Array BioPharma; Curis; MolecularMD; Pfizer; Piramal Health Care; Praecis; SGX; The Translational Genomics Research Institute; and Vertex. Patents & Royalties. Tyner:Incyte: Research Funding.
Author notes
Asterisk with author names denotes non-ASH members.
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