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A model for the intrinsic limit of cancer therapy: duality of treatment-induced cell death and treatment-induced stemness

View ORCID ProfileErin Angelini, View ORCID ProfileYue Wang, View ORCID ProfileJoseph X. Zhou, View ORCID ProfileHong Qian, Sui Huang
doi: https://doi.org/10.1101/2021.10.05.463253
Erin Angelini
aDepartment of Applied Mathematics, University of Washington, Seattle, WA 98195
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Yue Wang
aDepartment of Applied Mathematics, University of Washington, Seattle, WA 98195
bInstitut des Hautes Études Scientifiques, 91440 Bures-sur-Yvette, France
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Joseph X. Zhou
cImmuno-Oncology Department, Novartis Institutes for BioMedical Research, Cambridge, MA 02139
dInstitute for Systems Biology, Seattle, WA 98109
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Hong Qian
aDepartment of Applied Mathematics, University of Washington, Seattle, WA 98195
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Sui Huang
dInstitute for Systems Biology, Seattle, WA 98109
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  • For correspondence: shuang@systemsbiology.org
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Abstract

Intratumor cellular heterogeneity and non-genetic cell plasticity in tumors pose a recently recognized challenge to cancer treatment. Because of the dispersion of initial cell states within a clonal tumor cell population, a perturbation imparted by a cytocidal drug only kills a fraction of cells. Due to dynamic instability of cellular states the cells not killed are pushed by the treatment into a variety of functional states, including a “stem-like state” that confers resistance to treatment and regenerative capacity. This immanent stress-induced stemness competes against cell death in response to the same perturbation and may explain the near-inevitable recurrence after any treatment. This double-edged-sword mechanism of treatment complements the selection of preexisting resistant cells in explaining post-treatment progression. Unlike selection, the induction of a resistant state has not been systematically analyzed as an immanent cause of relapse. Here, we present a generic elementary model and analytical examination of this intrinsic limitation to therapy. We show how the relative proclivity towards cell death versus transition into a stem-like state, as a function of drug dose, establishes either a window of opportunity for containing tumors or the inevitability of progression following therapy. The model considers measurable cell behaviors independent of specific molecular pathways and provides a new theoretical framework for optimizing therapy dosing and scheduling as cancer treatment paradigms move from “maximal tolerated dose,” which may promote therapy induced-stemness, to repeated “minimally effective doses” (as in adaptive therapies), which contain the tumor and avoid therapy-induced progression.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted October 07, 2021.
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A model for the intrinsic limit of cancer therapy: duality of treatment-induced cell death and treatment-induced stemness
Erin Angelini, Yue Wang, Joseph X. Zhou, Hong Qian, Sui Huang
bioRxiv 2021.10.05.463253; doi: https://doi.org/10.1101/2021.10.05.463253
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A model for the intrinsic limit of cancer therapy: duality of treatment-induced cell death and treatment-induced stemness
Erin Angelini, Yue Wang, Joseph X. Zhou, Hong Qian, Sui Huang
bioRxiv 2021.10.05.463253; doi: https://doi.org/10.1101/2021.10.05.463253

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