Yes, they seem to last about 7 years in water, on average, from reading anecdotes over the years. I suspect cumulative tap water chemical toxicity combined with (to anthropomorphize,) "starving to death" from lack of nutrients may lead to the death of these more often than anything else. Forgetting to water is mentioned often too.
Some kinds of rocks have minerals in them that can make some plants ill. I do have some plants growing in water, snips of tropical vines, but none with rocks in the water, so I've never tried to learn about those interactions. For the specific plant in question in this discussion, it could be something worth investigating if it becomes unhappy-looking. Looking fine @ the moment in the pic.