In the tunneling framework of Hawking radiation, charged particle's tunneling in the modified Reissner-Nordstrom black hole from gravity's rainbow is investigated. To this end, following the Schwarzschild solution in gravity's rainbow, the metric of the modified Reissner-Nordstrom black hole is given. In the tunneling process, the metric fluctuation is taken into account, due to not only the energy conservation and electric charge conservation, but also the spacetime quantum effects. The calculation shows out that the emission rate satisfies the first law of black hole thermodynamics and is consistent with an underlying unitary theory. In addition, it is found that the entropy of the modified black hole is different to the Benkestein-Hawking entropy and the quantum corrections of the entropy appears.