A survey of open questions in adaptive therapy: Bridging mathematics and clinical translation

J West, F Adler, J Gallaher, M Strobl, R Brady-Nicholls… - Elife, 2023 - elifesciences.org
Adaptive therapy is a dynamic cancer treatment protocol that updates (or 'adapts') treatment
decisions in anticipation of evolving tumor dynamics. This broad term encompasses many …

ERK pathway agonism for cancer therapy: evidence, insights, and a target discovery framework

O Timofeev, P Giron, S Lawo, M Pichler… - NPJ Precision …, 2024 - nature.com
At least 40% of human cancers are associated with aberrant ERK pathway activity (ERKp).
Inhibitors targeting various effectors within the ERKp have been developed and explored for …

Single-cell characterization of the cellular landscape of acral melanoma identifies novel targets for immunotherapy

J Li, I Smalley, Z Chen, JY Wu, MS Phadke… - Clinical Cancer …, 2022 - aacrjournals.org
Purpose: Acral melanoma is a rare subtype of melanoma that arises on the non–hair-
bearing skin of the palms, soles, and nail beds. In this study, we used single-cell RNA …

Late-stage metastatic melanoma emerges through a diversity of evolutionary pathways

L Spain, A Coulton, I Lobon, A Rowan… - Cancer …, 2023 - aacrjournals.org
Understanding the evolutionary pathways to metastasis and resistance to immune-
checkpoint inhibitors (ICI) in melanoma is critical for improving outcomes. Here, we present …

Mathematical model-driven deep learning enables personalized adaptive therapy

K Gallagher, MAR Strobl, DS Park, FC Spoendlin… - Cancer …, 2024 - aacrjournals.org
Standard-of-care treatment regimens have long been designed for maximal cell killing, yet
these strategies often fail when applied to metastatic cancers due to the emergence of drug …

Computational approaches to modelling and optimizing cancer treatment

TO McDonald, YC Cheng, C Graser, PB Nicol… - Nature Reviews …, 2023 - nature.com
Computational models can be applied to optimize treatment schedules and model treatment
responses in cancer therapy. In this Review, we provide an overview of such computational …

Turnover modulates the need for a cost of resistance in adaptive therapy

MAR Strobl, J West, Y Viossat, M Damaghi… - Cancer …, 2021 - aacrjournals.org
Adaptive therapy seeks to exploit intratumoral competition to avoid, or at least delay, the
emergence of therapy resistance in cancer. Motivated by promising results in prostate …

Disrupting cellular memory to overcome drug resistance

G Harmange, RAR Hueros, DL Schaff, B Emert… - Nature …, 2023 - nature.com
Gene expression states persist for varying lengths of time at the single-cell level, a
phenomenon known as gene expression memory. When cells switch states, losing memory …

Treatment of evolving cancers will require dynamic decision support

MAR Strobl, J Gallaher, M Robertson-Tessi, J West… - Annals of …, 2023 - Elsevier
Highlights•Cancer is a heterogeneous and evolving disease, yet most drugs are
administered to simply give the maximum dose.•Treatment scheduling currently ignores the …

Epigenetic alterations and mechanisms that drive resistance to targeted cancer therapies

N Wajapeyee, R Gupta - Cancer research, 2021 - aacrjournals.org
Cancer is a complex disease and cancer cells typically harbor multiple genetic and
epigenetic alterations. Large-scale sequencing of patient-derived cancer samples has …