One of the main factors: generating the growth media for the cells is by no means carbon-free, and some of the ingredients are very very carbon intensive to produce.

Do you mean energy intensive or carbon intensive?

Carbon intensive. Most of them are agriculturally sourced, and fossil fuels/feedstocks are not likely to be widely replaced in agriculture for several decades, at least.