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Yet, their success remains largely confined to a narrow range of applications and tissues, which reflects the inherent functional constraints based on formulation optimization to overcome intrinsically complex physiological barriers. In contrast, biological membranes evolved to integrate immune evasion, targeting, intracellular trafficking, and membrane fusion within a single functional interface. In this review, we provide a mechanistic comparison between membrane\u2010derived vesicles (MDVs) and hybrid biomimetic systems. We critically examine MDVs from different biological sources, highlighting their unique advantages for gene delivery applications. We also focus on hybrid systems, which merge the biological functionality of naturally derived membranes with the design control of synthetic nanovectors to address key limitations such as inefficient cytosolic release, poor targeting specificity, and transfection of hard\u2010to\u2010engineer cells. 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