Answer: Yes
Step-by-step explanation:
Here's a quote from WebMD about it:
There's growing evidence that several parts of the brain shrink in people with depression. Specifically, these areas lose gray matter volume (GMV). That's tissue with a lot of brain cells. GMV loss seems to be higher in people who have regular or ongoing depression with serious symptoms.