The most relevant situation would be where the environmental toxin is mutagenic. My uninformed guess is that adaptation to that environment would typically involve mechanisms to reduce susceptibility to the toxin's mutagenic effect, and, as in the case with other toxins, organisms so adapted would be out-competed in areas where the toxin is not present.
I guess we have examples in the microbes which have adapted to live in areas of high radiation, but I do not know how they fare elsewhere.
Update: D. radiodurans is an example, but it has been suggested that its tolerance is simply a side effect of a mechanism for dealing with prolonged cellular desiccation - another sort of environment where they do well.
https://en.wikipedia.org/wiki/Deinococcus_radiodurans#Evolut...
Unsurprisingly there are organisms that seem to preferentially strike (and mutate) in hospitals, but have they (yet?) selected for some special preference for, say, urban hospitals? I doubt it, though it would be cool (and probably frightening) if so. That situation would be more likely to evolve than the researcher case.