4.7 Article

Effects of Doxorubicin Delivery by Nitrogen-Doped Graphene Quantum Dots on Cancer Cell Growth: Experimental Study and Mathematical Modeling

Journal

NANOMATERIALS
Volume 11, Issue 1, Pages -

Publisher

MDPI
DOI: 10.3390/nano11010140

Keywords

cancer; nanoparticles; IC50; graphene quantum dots; drug delivery; fluorescence; imaging; doxorubicin; mathematical modeling

Funding

  1. TCU Invests in Scholarship grant

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This study introduced a new dual experimental/modeling approach to decrease the IC50 of cancer cell growth by delivering drugs using N-GQDs and achieving the same therapeutic effect with lower doses. By including E-max value and being independent of measurement time, a more consistent cancer cell growth modeling method was developed.
With 18 million new cases diagnosed each year worldwide, cancer strongly impacts both science and society. Current models of cancer cell growth and therapeutic efficacy in vitro are time-dependent and often do not consider the E-max value (the maximum reduction in the growth rate), leading to inconsistencies in the obtained IC50 (concentration of the drug at half maximum effect). In this work, we introduce a new dual experimental/modeling approach to model HeLa and MCF-7 cancer cell growth and assess the efficacy of doxorubicin chemotherapeutics, whether alone or delivered by novel nitrogen-doped graphene quantum dots (N-GQDs). These biocompatible/biodegradable nanoparticles were used for the first time in this work for the delivery and fluorescence tracking of doxorubicin, ultimately decreasing its IC50 by over 1.5 and allowing for the use of up to 10 times lower doses of the drug to achieve the same therapeutic effect. Based on the experimental in vitro studies with nanomaterial-delivered chemotherapy, we also developed a method of cancer cell growth modeling that (1) includes an E-max value, which is often not characterized, and (2), most importantly, is measurement time-independent. This will allow for the more consistent assessment of the efficiency of anti-cancer drugs and nanomaterial-delivered formulations, as well as efficacy improvements of nanomaterial delivery.

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