B. Trade routes across the Sahara Desert, where Muslim traders helped introduce Islam to local populations.
This option correctly identifies a key factor in the spread of Islam in West Africa, as Muslim traders played a significant role in introducing and establishing the religion through trade and cultural exchanges.