Absolutely not.
Jesus disciples asked a similar question about a man born blind...."Teacher, who sinned? This man or his parents so that he was born blind?"... Jesus reply was "Neither this man sinned nor his parents. John 9:1-3"
Our independence from God is what has led to illness and disease...and sometimes we inflict it on ourselves by our own actions such as by smoking, drug taking, unsafe sexual practices, over eating, unhealthy eating etc etc etc
Adam and Eve were created with perfect bodies and for as long as they were in unity with their God, they had no illness or disease. But the result of independence of God was a gradual deterioration in their physical bodies. This is because they disconnected themselves from their source of life, God. Ever since the human family have been like batteries running low on power.