Fortunately, the small dose of quinine present in a glass or two of tonic water isn't adequate to cause these concerns in most of the people. Having said that, for the unfortunate number of, even the little number of quinine in tonic water might cause thrombocytopenia (Medical doctors connect with this unusual occurrence a "gin and tonic purpura").