What are the deeper constitutional and federal implications of the statement that 'States are not Centre’s subordinates' in India?

Justice B.V. Nagarathna’s statement raises questions about the relationship between the Centre and States. I want to analyze how this principle shapes federalism in India and what challenges arise in its practical application.