Each observable operator has a set of eigenstates, each with an eigenvalue. The full initial state of a system is a linear combination of the full set of its eigenstates. Upon measurement, the state then collapses to an eigenstate with a given probability and will proceed to evolve over time after measurement. Thus, measuring a system affects its future behavior and will thus affect further measurements of non-commuting observables.