MBP and major depressive disorder: The relative importance was similar for MCNP (weight = 0.32) and MBP (weight = 0.31), followed by MiBP (weight = 0.12), MnBP (weight = 0.08), MEHP (0.07), and MEP (weight = 0.04) for depression scores.