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Efficient Purification and LC-MS/MS-based Assay Development for Ten-Eleven Translocation-2 5-Methylcytosine Dioxygenase
Published on: October 15, 2018
Loss of TET2 Affects Proliferation and Drug Sensitivity through Altered Dynamics of Cell-State Transitions
Leanna Morinishi1, Karl Kochanowski2, Ross L Levine3
1Bioinformatics Graduate Group, University of California, San Francisco, San Francisco, CA 94158, USA.
Abstract:
A persistent puzzle in cancer biology is how mutations, which neither alter growth signaling pathways nor directly interfere with drug mechanism, can still recur and persist in tumors. One example is the mutation of the DNA demethylase tet methylcytosine dioxygenase 2 (TET2) in acute myeloid leukemias (AMLs) that frequently persists from diagnosis through remission and relapse, but whose fitness advantage in chemotherapy is unclear. Here, we use isogenic human AML cell lines to show that TET2 loss of function alters the dynamics of transitions between differentiated and stem-like states. A conceptual mathematical model and experimental validation suggest that these altered cell-state dynamics can benefit the cell population by slowing population decay during drug treatment and lowering the number of survivor cells needed to re-establish the initial population. These studies shed light on the functional and phenotypic effects of a TET2 mutation in AML and illustrate how a single gene mutation can alter a cells' phenotypic plasticity. A record of this paper's transparent peer review process is included in the Supplemental Information.
Insights
Mutations in TET2 (tet methylcytosine dioxygenase 2) in acute myeloid leukemia (AML) alter cell-state dynamics. This helps cancer cells survive chemotherapy by slowing decay and reducing the number of survivors needed for regrowth.
Area of Science:
- Cancer Biology
- Genetics
- Cellular Dynamics
Background:
- The persistence of certain mutations, like TET2 (tet methylcytosine dioxygenase 2) in acute myeloid leukemia (AML), despite not affecting growth pathways or drug mechanisms, remains a puzzle.
- The specific fitness advantage conferred by TET2 mutations during chemotherapy treatment is not well understood.
Purpose of the Study:
- To investigate the functional and phenotypic consequences of TET2 loss-of-function mutations in AML.
- To elucidate how TET2 mutations influence cancer cell behavior during drug treatment.
Main Methods:
- Utilized isogenic human AML cell lines to model TET2 loss-of-function.
- Developed and applied a conceptual mathematical model for analyzing cell-state dynamics.
- Performed experimental validation of model predictions.
Main Results:
- TET2 loss-of-function was shown to alter the dynamics of transitions between differentiated and stem-like cell states in AML.
- Mathematical modeling and experimental data suggest these altered dynamics slow population decay during chemotherapy.
- The findings indicate that altered cell-state dynamics reduce the number of surviving cells required to repopulate the tumor.
Conclusions:
- TET2 mutations in AML can provide a fitness advantage by modulating phenotypic plasticity.
- Altered cell-state dynamics driven by TET2 loss-of-function contribute to cancer cell persistence during therapy.
- This study offers insights into the role of TET2 in AML pathogenesis and therapeutic resistance.
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