The link weights reported by GeneMANIA (indicated visually by line thickness) are determined based on the link’s weight in each individual network and the weights assigned each network by our relevance detection algorithms. The link weights in individual networks are determined by a network normalization procedure described below that down-weights links from high degree nodes (i.e. nodes with many neighbors).