We explore orthogonal cell traits, including cell migration to facilitate invasion, spontaneous cell death due to genetic drift after accumulation of irreversible deleterious mutations, symmetric cancer stem cell division that increases the cancer stem cell pool, and telomere length and erosion as a mitotic counter for inherited non-stem cancer cell proliferation potential.

We have identified a set of orthogonal cell kinetics that include cell migration rate, proliferation potential, spontaneous cell death , and symmetric cancer stem cell division.

In a cancer stem cell-driven tumor, proliferation potential and spontaneous cell death have been shown to non-monotonically modulate overall tumor progression [16,30,31] while increased cell migration and symmetric CSC division always lead to accelerated tumor growth [27,35].

We explore orthogonal cell traits including cell migration to facilitate invasion [52] , spontaneous cell death due to genetic drift after accumulation of irreversible deleterious mutations [53,54], symmetric cancer stem cell division that increases the cancer stem cell pool [55,56] , and telomere length and erosion as a mitotic counter for inherited non-stem cancer cell proliferation potential [22,57].

Cell proliferation and migration are temporally mutually exclusive events, and cell death only occurs when cell actively attempts to proliferate.

An increase in symmetric division probability ps and a decrease in cell death oz, and a later increase in cell migration follow the initial decrease in pmax.

A weak but significant positive correlation is also observed with spontaneous cell death 0c (Fig.

This lends support to previous theoretical observations that increased cell death counteracts cancer stem cell confinement [16,31] and promotes self-metastatic tumor eX

Proliferation potential and cell death distributions are skewed to the left approaching zero (Fig.

p5: probability of symmetric division; pmaxz proliferation potential; u: migration rate, oc: spontaneous cell death probability.

lmportantly, our model reveals a thrifty strategy employed by bacteria, by which upon sensing impending depletion of a substrate, the limiting substrate is conserved and utilized later during starvation to delay cell death .

Integration of previously known processes reveals a thrifty strategy of bacteria, by which upon sensing impending starvation, cells repress nutrient consumption for biomass increase and use the remaining nutrient in the environment to delay cell death .

The benefit of such thrifty behavior is obvious; it delays cell death .

However, in homogenous environments where the nutrients conserved to delay cell death by one species could be accessed by other species of bacteria, such behavior would not be beneficial.

The black dashed lines are plotted for a visual guide and its slope, —/40 (= -0.018 hr '1), corresponds to the rate of cell death in these cultures.

Consistently, a similar SAR trend was observed by evaluating each compound’s potency (EC50) in HeLa cells with regards to their ability to arrest cells in G2/M-phase and induce cell death .

This identified compound 8 (EC50.G2/M = 33 nM; EC50: cell death 2 60 nM) as the most potent compound in the series (810 Fig and $1 Text).

(B) For cell cycle arrest assays, cells were treated with compounds for 72 hours and the extent of cell death was quantified.

This included defects in spindle assembly, chromosome segregation and cytokinesis that led to mitotic delay, post-mitotic defects (binuclear and polylobed nucleus) and apoptosis ( cell death ), suggesting that these targets were critical for cell division (S6 and S7 Figs) [62].