Can antidepressants caused extreme weight gain?

Not extreme. Though many of the antidepressants can cause some weight gain, it is usually not extreme. In my experience, mirtazepine (remeron) is most likely to cause weight gain and venlafaxine (effexor) or Cymbalta (duloxetine) are least likely.