**Core Concept**
Propranolol is a non-selective beta-blocker that primarily reduces blood pressure by directly decreasing heart rate through its action on the sinoatrial (SA) node. This effect is mediated by beta-1 adrenergic receptors, which are predominantly found in the heart.

**Why the Correct Answer is Right**
Propranolol works by competitively blocking beta-1 adrenergic receptors, thereby reducing the effects of sympathetic stimulation on the heart. This leads to a decrease in heart rate, cardiac output, and consequently, blood pressure. The reduction in heart rate is the primary mechanism by which propranolol exerts its antihypertensive effect.

**Why Each Wrong Option is Incorrect**
**Option B:** Prazosin is an alpha-1 adrenergic receptor antagonist that primarily causes vasodilation, leading to a decrease in peripheral resistance and blood pressure. It does not directly decrease heart rate.
**Option C:** Alpha-methyl dopa is a centrally acting alpha-2 adrenergic agonist that decreases sympathetic outflow from the central nervous system, leading to a decrease in heart rate and blood pressure. However, its primary mechanism is not direct heart rate reduction.
**Option D:** Nitroprusside sodium is a potent vasodilator that acts on both arterial and venous capacitance vessels, leading to a decrease in blood pressure. It does not primarily decrease heart rate.

**Clinical Pearl / High-Yield Fact**
Beta-blockers like propranolol are often used in the treatment of hypertension, angina, and certain arrhythmias. They can also be used in the perioperative period to control heart rate and blood pressure.

**✓ Correct Answer: A. Propranolol**