I will discuss the QCD equation of state calculated on the lattice at zero and non-zero baryon density as well as the fluctuations of conserved charges. It will be shown that fluctuations of conserved charges are sensitive probes of deconfinement. The deconfinement transition will be also discussed in terms of screening of static quarks.