Active galactic nuclei (AGNs) are believed to emit radiations using the gravitational energy released through accretion onto black holes. For low accretion rates, the flows are so hot and tenuous that non-thermal protons naturally exist inside the flows. In the first part of this talk, I discuss the effects of non-thermal particles on the dynamical structure of hot accretion flows using one-dimensional equations including the feedback from non-thermal particles consistently. It is found that for the flow structure to change to a Keplerian disk, the escaping protons need to extract almost all the energy released. Since this situation is quite extreme, it seems difficult that the non-thermal particles affect the dynamical structure of the hot accretion flows. In the second part of this talk, I discuss the emission of neutrinos from Low-Luminosity AGNs (LLAGNs) using the Fokker-Planck equation. For a typical LLAGN, the diffusive escape suppresses the acceleration of protons. The diffuse neutrino intensity from LLAGNs is calculated, and it is found that the observed IceCube data can be fitted for reasonable parameters. Although LLAGNs are much fainter than quasars, they can contribute to the diffuse neutrino intensity owing to their high number density.