My money is on worn out sensor (or worn out battery IN the sensor).
As I recall, the average lifespan of a TPMS sensor is generally estimated at about 7 years, 10 at most.
If I were you, I'd take it to the shop and have them test the sensors. If one does wind up as being bad, then just have all 4 replaced.