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Then, gene-gene connection sites and paths related to breast cancer and its own subtypes and stages had been more identified. The similarity and distinction among these subtype-related (and stage-related) networks and pathways had been studied, which revealed very specific for subtype Basal-like and levels IV and V. eventually, gene pairwise interactions associated with breast cancer prognosis had been identified by a Cox proportional risks regression design, and a risk forecast model based