The present study reports QSAR study on adenosine kinase inhibitors pyrrolo[2, 3-d] pyrimidine nucleoside analogous. The equalized electronegativity along with a large pool of topological indices are used for the purpose. The regression analysis has shown that equalized electronegativity is a good parameter which in combination with topological indices and an indicator parameter gave excellent model.