Current chemotherapies exploit the larger pore size of tumor vasculature to reach cancer cells. However, this rudimentary form of targeting offers low selectivity and carries the risk of severe systemic toxicity. In addition, chemotherapy distribution to tumors is limited by the large distance between blood vessels in tumors, increased interstitial fluid pressure, and physiological resistance by the extracellular matrix (ECM). With the goal of addressing these limitations, researchers have developed drug-bearing polymers of various sizes and architectures that selectively target tumor cells. The Pun lab previously produced a novel drug delivery polymer, the sunflower polymer, that can be utilized for anticancer drug-delivery. The sunflower polymer is a macrocyclic brush polymer that can be functionalized with a folic acid targeting ligand and an anticancer drug, doxorubicin, that is released in the acidic tumor microenvironment. In order to maximize the potential of anti-cancer drug-delivery polymers such as this, the impact of polymer size and architecture on tumor penetration must be better understood. This is because the efficacy of any anticancer drug, regardless of its mechanism of action, is limited by its ability to navigate the tumor microenvironment and reach all viable cells in a tumor. This project seeks to discover how polymer size and architecture impacts tumor penetration by using a 3D in vitro perfusion chip model of the tumor microenvironment. The model consists of microfluidic channels seeded with KB carcinoma cells and ECM, and has been optimized using model polymers of polyethylene glycol (PEG) and dextran. Tumor penetration is studied by perfusing fluorescently labelled polymers of various morphologies through the seeded microfluidic channels. The information obtained from this project could potentially be used to optimize the size and architecture of drug-delivery polymers for tumor penetration. In turn, these optimizations could present a significant contribution to the development of anticancer drug-delivery polymers.