We discuss the computation of lower partial moments for the return of the investment portfolio that consists of the assets whose incomes are modeled by variance-gamma distribution, gamma distribution, and constants. The derived formulas depend on the values of the generalized hypergeometric functions. As a corollary of the main result, we calculate the target semideviation. We also show how the obtained results generate analytical expressions for the value at risk and the expected shortfall monetary risk measures.