People tend to forget that while gas is being used for energy production, it is also being used as basis of chemical processes, e.g. for ammonia production, which then starts a whole chain of products (most prominently: carbonic acid, fertilizer, cooling, removing CO2 from industrial exhaust, ...)

We can't just replace natural gas with nuclear power, even if we did, we'd still be in deep trouble.