Check out which companies are making headlines before the bell on Wednesday:

Caterpillar – The construction and mining giant reported third quarter profit of $1.45 per share, missing estimates by 21 cents. The company also cut its full year revenue forecast, with CEO Doug Olberhelman calling this year "difficult", especially in Caterpillar's mining-related business.