By using the maximum principle and analysis of heat semigroups, Harnack ine
qualities are studied for log-Sobolev functions. From this, some lower boun
d estimates of the log-Sobolev constant are presented by using the spectral
gap inequality and the coupling method. The resulting inequalities either
recover or improve the corresponding ones proved by Chung and Yau. Especial
ly, Harnack inequalities and estimates of log-Sobolev constants can be dime
nsion-free.