Organism homeostasis is regulated through the tri-directional relationships between immune, endocrine, and nervous systems. These relationships are established by a complex network of chemokines, cytokines, hormones (peptide and non-peptide), neurotransmitters, and neurohormones that act onto its target cells, through common receptors. Despite initial attribution of the exclusive action of each molecule group (neurotransmitters, hormones, and cytokines), to the function of one specific system (nervous, endocrine, and immune, respectively), ligand and receptor pleiotropy and redundancy showed the multidirectional communication between systems. Cancer and metabolic and autoimmune diseases get established when homeostasis is disrupted. These interactions act in different disease levels, in cancer, since initial immunosurveillance phase, until immunosubversion and metastasis, in all cases is crucial for tumor development, cancer outcome, and patient prognosis.