And he did. He blamed himself for not finding a way to halt the regeneration, for leaving her with the TARDIS at all, putting her at risk with the Vortex, bringing her again and again to danger.
And then later, when he had passed on, he couldn't even keep her safe.
"Bit of a personality flaw," he tried to joke, but it fell so flat.