Journal
BULLETIN OF MATHEMATICAL BIOLOGY
Volume 83, Issue 4, Pages -Publisher
SPRINGER
DOI: 10.1007/s11538-021-00868-6
Keywords
Mechanistic model; Cell regulatory network; DNA repair; Gamma radiation; UV radiation
Categories
Funding
- Research Training in Mathematical and Computational Biology Grant [1148230]
- NIH/NCI [CA209978]
- State of Utah
- Hyundai Hope on Wheels
- Kneaders Bakery & Cafe Hope Campaign
- Soccer for Hope Foundation
- Li-Fraumeni Syndrome Association
- 5 For The Fight
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Cells losing the ability to self-regulate in response to damage is a hallmark of cancer, with regulatory pathways determining repair, cell cycle arrest, or apoptosis. The complexity arises from reconciling different signals, such as crosstalk between repair pathways and pro-apoptotic signaling kinases, influenced by damage by-products. The mathematical model of ATM/ATR crosstalk provides evidence for holistic approaches to pro-apoptotic signaling rather than attributing it to a single dominant kinase.
Cells losing the ability to self-regulate in response to damage are a hallmark of cancer. When a cell encounters damage, regulatory pathways estimate the severity of damage and promote repair, cell cycle arrest, or apoptosis. This decision-making process would be remarkable if it were based on the total amount of damage in the cell, but because damage detection pathways vary in the rate and intensity with which they promote pro-apoptotic factors, the cell's real challenge is to reconcile dissimilar signals. Crosstalk between repair pathways, crosstalk between pro-apoptotic signaling kinases, and signals induced by damage by-products complicate the process further. The cell's response to. and UV radiation neatly illustrates this concept. While these forms of radiation produce lesions associated with two different pro-apoptotic signaling kinases, ATM and ATR, recent experiments show that ATM and ATR react to both forms of radiation. To simulate the pro-apoptotic signal induced by. and UV radiation, we construct a mathematical model that includes three modes of crosstalk between ATM and ATR signaling pathways: positive feedback between ATM/ATR and repair proteins, ATM and ATR mutual upregulation, and changes in lesion topology induced by replication stress or repair. We calibrate the model to agree with 21 experimental claims about ATM and ATR crosstalk. We alter the model by adding or removing specific processes and then examine the effects of each process on ATM/ATR crosstalk by recording which claims the altered model violates. Not only is this the first mathematical model of ATM/ATR crosstalk, it provides a strong argument for treating pro-apoptotic signaling as a holistic effort rather than attributing it to a single dominant kinase.
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