Surprise Anchovy Substitute

In the test kitchen we often use anchovies in pasta sauces, stews, and even salad dressings to add a savory, indefinable flavor. We wondered if other pantry ingredients could substitute for anchovies in a pinch. We gathered soy sauce, dried porcini mushrooms, fish sauce.......