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Noise and stochastic effect exist in most biological systems due to many intrinsic and extrinsic factors.In this talk,I will discuss strategies and principles for noise attenuation and robustness to genetic and environmental perturbations in signal transduction,embryonic patterning,and regeneration driven by stem cells.