fate of nanomedicines, yet its composition and impact on extracellular vesicles (EVs) remain poorly defined. Using a biomimetic circulation system, we characterized PC formation and modulation on two clinically relevant EV types: mesenchymal stromal cell-derived EVs (MSC-EVs) and HEK293F-derived EVs (293F-EVs). Under dynamic flow, both EV types acquired stable coronas, resulting in increased particle size and decreased surface charge. Proteomic profiling revealed a shared corona signature enriched in immunoglobulins, complements, and other plasma components. Functionally, PC formation enhanced macrophage uptake and triggered inflammatory activation, primarily via interactions between corona-bound immunoglobulins or complement C3 and their respective receptors. To disrupt this process, we developed a charge-shielding strategy using positively charged chitosan oligosaccharide (COS) to inhibit PC assembly. COS coating effectively neutralized EV surface charge and reduced opsonin adsorption and non-specific macrophage clearance, thereby reshaping EV biodistribution-limiting hepatic sequestration and enhancing delivery to extrahepatic organs. In a murine sepsis model, COS-modified MSC-EVs further improved renal and pulmonary outcomes and markedly increased survival. Collectively, these findings elucidate the molecular architecture and immunological impact of the EV-associated plasma PC and introduce a promising anti-corona strategy for engineering stealthier and more effective EV-based nanotherapeutics.