That would be a poor assumption. The "change" that was observed by the researchers was an increase in the amount of a protein which is an indicator for brain inflammation. Per the article, you see the same type of inflammation with diseases like Alzheimers. The takeaway is that depression is a progressive illness and current treatment doesn't address this progression.