I had an issue with G580 Lenovo - not booting, only showing screen backlight and no display, no logo screen. The resolution for me was to simply change BIOS to accept legacy support/legacy boot.
Excellent instructions and comment from Anthony Zimmerman. I replaced the power supply and so far so good. I bought the power supply from iFixit - $129 for a refurbished one.