Definite integral's basic question on definition

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Limits with definite integration

Please see this link and then answer my query.

My question:

Why can't we integrate with the variable like that is given? What is the reason for it? Please explain in simple terms... (A beginner :-)) (Reason for both the question as well as for the attempt)