The Short Version
Available evidence does not show suicide death becomes more likely after medical transition than before it. The studies most often cited for that claim compare transitioned people with the general population or other groups, not with their own pre-transition risk. Longitudinal research more often finds reduced suicidal ideation or attempts after gender-affirming care, while direct pre/post evidence on suicide deaths remains limited.