Is it common to replace wheel bearings at approx. 110K miles?

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I'm hearing low frequency hum/rumble that sounds like it's coming from the driver-side front wheel. I replaced the OEM Goodyear tires with Hankook Ventus S1 Noble2 tires in July 2015.