Maybe he started walking, realised the path was more difficult than he expected, started feeling unwell and realised he wouldn't make it back to the hotel and went into a cave to rest?
I'm really hoping he's found alive. Not only does he seem like such a nice man, he also worked so hard on his longevity while sharing what he found with everyone so we could, too. It seems so cruel if his life has been cut short anyway.