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How to display comprehensive information in manhattan plot

I saw this graph (http://www.nature.com/nature/journal/v476/n7359/fig_tab/nature10251_F2.html) and was wondering how did those information add to this graph.

R package "qqman" seems not provide this function

Does anyone know how to draw like this? enter image description here

snp r gwas manhattan plot

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