Complex sentence: While recovering, Ichi explained that she's searching for Zatoichi because she wanted to see him one last time before she commits suicide.
Split into simpler sentences: While recovering, Ichi explained the reason why she's searching for Zatoichi. She wanted to see him one last time before she commits suicide.