So you decided to get off cycle...
There is no difference between esters and/or brands regarding this matter. However, faster release esters like propionate will probably worsen the sides.
That E2 is a lil high and could definitely contribute to symptoms, but it was likely the T itself and/or DHT that triggered depression (imho).
Hope you recover well.