Pythium is a water mold. It needs water to form free-swimming spores (zoospores) that can then infect plants. The zoospores infect roots and colonize the plant, which results in a soft, light brown to tan discoloration.
The tissue, in advanced stages, collapses, and when seedlings are pulled from the soil, there are no visible roots.