Modified nucleotides are ubiquitous and important to tRNA structure and function. To understand their effect on tRNA conformation, we performed a series of molecular dynamics simulations on yeast tRNAPhe and tRNAinit, E. coli tRNAinit and HIV tRNALys. Simulations were performed with the wild type modified nucleotides, using the recently developed CHARMM compatible force field parameter set for modified nucleotides [Xu, Y., Vanommeslaeghe, K., Aleksandrov, A., Mackerell AD, Nilsson, L., J. Comp. Chem., 2016], or with the corresponding unmodified nucleotides, and in the presence or absence of Mg2+. Results showed a stabilizing effect associated with the presence of the modifications and Mg2+ for some important positions, such as modified guanosine in position 37 and dihydrouridines in 16/17 including both structural properties and base interactions. Some other modifications were also found to make subtle contributions to the structural properties of local domains. While we were not able to investigate the effect of Adenosine 37 in tRNAinit and limitations were observed in the conformation of E. coli tRNAinit, the presence of the modified nucleotides and of Mg2+ better maintained the structural features and base interactions of the tRNA systems than in their absence indicating the utility of incorporating the modified nucleotides in simulations of tRNA and other RNAs.