2003 Nissan Sentra starting problem

My Sentra gxe(70,000 miles) was given to me after it was parked for three years. It may have been started from time to time or moved but I'm not certain.

It has been running fine with the exception of the starter which had to be replaced.I have noticed one problem though, whenever the car is started for the second time that day it seems to struggle. The cold start is fine, but if I go back that same day it struggles.

I suspect that I might need some sort of gas treatment or that the fuel pump is faulty. Does anyone know of some possible problems that might arise from a car not being used for three years?

Dirty fuel injectors, or gummed up fuel filter.
Just weird that it does it on the second start.

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