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Selectively cross-linked hydrogel-based cocktail drug delivery micro-chip for colon cancer combinatorial drug screening using AI-CSR platform for prec
Journal article   Peer reviewed

Selectively cross-linked hydrogel-based cocktail drug delivery micro-chip for colon cancer combinatorial drug screening using AI-CSR platform for prec

南嘉光, 繁根 曾, 芷萱 歐陽 and 欣 楊
Lab On A Chip,, Vol.24(20), pp.4766-4777
13/08/2024

Abstract

drug screening;AI

Cancer, ranked as the second leading cause of global mortality with a prevalence of 1 in 6 deaths,

necessitates innovative approaches for effective treatment. Combinatorial drug therapy for cancer

treatment targets several key pathways simultaneously and potentially enhances anti-cancer efficacy

without intolerable side effects. However, it demands precise and accurate control of drug-dose

combinations and their release. In this study, we demonstrated a selectively cross-linked hydrogel-based

platform that can quantify and release drugs simultaneously for in-parallel cocktail drug screening. PDMS

was used as the flow channel substrate and the poly (ethylene glycol) diacrylate (PEGDA) hydrogel array

was formed by UV exposure using the photomask. Employing our platform, cocktails of anticancer drugs

are precisely loaded and simultaneously released in-parallel into HCT-116 colon cancer cells, facilitating

combinatorial drug screening. The integration of an artificial intelligence-based complex system response

(AI-CSR) platform successfully identifies optimal drug-dose combinations from a pool of ten approved

drugs. Notably, our cocktail drug chip demonstrates exceptional efficiency, screening 155 drug-dose

combinations within a brief two and a half hours, a marked improvement over traditional methods.

Furthermore, the device exhibits low drug consumption, requiring a mere 1 μL per patch of chip. Thus, our

developed PDMS drug-loaded hydrogel platform presents a novel and expedited approach to quantifying

drug concentrations, promising to be a faster, efficient and more precise approach for conducting cocktail

drug screening experiments.

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