I have tried to switched default theme and editing still doesn’t work. I guess the problem is not related to theme.
I have read the explanation on increasing memory. I don’t find warning similar to “Allowed memory size of xxxxxx bytes exhausted”. I’ll try to consult with hostgator support team berfore doing this.
I have deactivated wp-cache plugin. Still, doesn’t fix the problem.