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My suggestion is to see if you can boot up from a CD or a USB, if so. I would suggest a REINSTALL of WINDOWS 10, and to do so as a CLEAN install
If I had to guess if any hardware is failing, I would say it is the hard drive.
Try to boot using a a bootable CD or USB. Again if it boots fine, just do a REinstall of Win10, as a clean install.