Isolation and characterization of two new saponins from Lysimachia capillipes
Carbohydrate Research
Volume 341, Issue 14 , 16 October 2006, Pages 2444-2448
This is a good example of using analytical methods to establish the structural details of useful chemicals produced by plants used as tradional Chinese medicine.
They could also try to crystallised the compounds of interest and determine the crystal structure.