Yes, Akutagawa's mother died after his birth. She was very sick with tuberculosis, and died when he was only two years old. This had a profound impact on his life, and he often wrote about it in his work.
Mysterious Tales Unveiled: A Quiz on Ryūnosuke Akutagawa, the Enigmatic Japanese Writer