pH is one of many concerns, but is really more an issue for mashing than extract. Mash pH is a major player in extraction efficiency and enzymatic conversion. Outside of pH, minerals have big impacts on flavors as well. Sulfate, calcium, sodium, chlorine, chloride, etc. all have their own effects.