The present invention provides novel loganin analogues and a process for the preparation thereof. The present invention further provides the use of Iridoid glycoside loganin isolated from the fruit pulp of Strychnos nux-vomica and its bioactive semi-synthetic analogues against various human cancer cell lines grown in-vitro.