Be careful of the distinction between “so” and “such”. Note that “so” is used to modify an adjective (so difficult), while “such” is used to modify a noun phrase (such difficulty), even when there is an adjective in the noun phrase (such extreme difficulty).
They live under so difficult conditions.
They live under such difficult conditions.