Just as a data point, My Mokerlink POE-2G08110GT (8-port 2.5G, 10G uplink, PoE, Managed) has decided it doesn't want to network anymore - It still provides PoE power to connected devices, but the power LED is flashing and there's no networking at all.
Testing the (external) PSU it's providing...