Calcium ions play a crucial role in the coagulation cascade by acting as a cofactor for several enzymes and proteins involved in the blood clotting process, facilitating the conversion of prothrombin to thrombin. Without adequate calcium ion concentration, the coagulation cascade is impaired, leading to ineffective clot formation and increased bleeding risk.