He passed away at the young age of 37, likely from a fever, before he had the chance to marry or start a family. There are some accounts suggesting he might have had a romantic relationship with his mistress, Margherita Luti (known as La Fornarina), but there's no conclusive evidence of them having children.
This makes his early death even more tragic, considering his immense talent and the bright future he had ahead of him.