Desktop Wakes Up from Sleep Mode by Itself

The attached shows what devices can wake my desktop up, I believe. And then it says the power button woke it up the last time?

If it did, it's a hardware issue as I didn't touch anything. And I'd switched my mouse off.

Any ideas? I can't really understand all in the attached; don't know what to do with it.

Thanks, Peter

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