Despite numerical procedures often supply a necessary accuracy, closed-form expressions allow to escape any accumulation of errors. In this paper we discuss the possibility of obtaining explicit results for a variance gamma process. The exact distribution of the maximum of the variance gamma process over a finite interval of time is derived. The prices of path-dependent options including digital barrier, fixed-strike lookback and lookback options are established. The obtained formulas are based on values of hypergeometric functions.