Protein kinases are enzymes that add phosphate groups to proteins, while phosphatases remove phosphate groups. Protein kinases often play a role in activating or propagating the signal by phosphorylating target proteins, which can lead to changes in their activity or function. Phosphatases act as negative regulators by dephosphorylating proteins, helping to terminate or attenuate signaling events.