Most likely capacitors. most likely what is twisting is a dust cover. I see 3 screws that probably fasten everything in place. I wouldn't rotate it. Rotating ta cap could cause the leads to short, although not likely.
If it were mine, I'd just take the bottom off and tighten it and go back to listening. Most people don't like to look inside.
Jerry