Detailed Answer
Answer (D) is correct. The payment of interest on bonds is tax-deductible, whereas dividends on preferred stock must be paid out of after-tax earnings. Thus, when bonds are replaced in the capital structure with preferred stock, an increase in the cost of capital is likely because there is no longer a tax shield.