Can algae live in the dark?

Single gene allows microalgae to thrive without light
Once algae have a gene that helps them suck in sugar, they can grow in the dark. Injecting a gene from red blood cells gives microalgae the power to grow in the dark.

That is why even it is dark underwater they can live?

Unless the sun’s light can reach them for photosynthesis. Yes, they can live.