“…The study of red blood cell behavior under osmotic pressure has been clinically validated and is crucial for understanding cellular homeostasis, physiological balance, osmotic regulation, drug transport, absorption, and disease mechanisms. ,, Over decades of technological advancement, clinical methods for studying cellular osmotic fragility have evolved from the initial colorimetric measurements triggered by cell lysis to more advanced techniques such as flow cytometry monitored based on fluid dynamics. ,,− However, even state-of-the-art fluidic dynamic focusing technologies struggle to achieve a stable spatial phase and precise recognition of cellular signals in cell manipulation, often limited to recognizing ruptured/unruptured cells. ,, This limitation hampers quantitative exploration of cellular osmotic responses and thorough analysis of osmotic pressure-responsive cellular behaviors, thus restraining their great potential. Additionally, this methodology primarily focuses on single osmotic pressure channel testing, often requiring multiple tests to achieve gradient osmotic pressure testing.…”