Usually the first bass note defines the key.

For example the first bass note on:


I want to know what love is - Foreigner


is D sharp.


The key is D sharp minor.


Further reading:


Bach bass rules:
https://normanschmidt.net/scores/bachjs-general_bass_rules.pdf


Harmony - Piston