They intermerried with other clans; mostly married into the Uzumaki clan and probably were destroyed with the Uzumaki clan when their village was destroyed.
That's my guess Hashirama brought the Senju clan to the Village of Whirlpools and on the same day the village was destroyed everyone died the few survivors moved about to other villages and countries.