I think for many on the spectrum the puzzle piece indicates 'the quest for a cure.' It seems to be associated with a certain charity, that is a proponent for that discovery.

The piece represents (at least for me) the great difficulty an individual with an ASD has in fitting in with society. The difficulty or inability to connect with others is the most challenging aspect of having an ASD.