Neurofibromatosis type-I (NF-1), also referred to as von Recklinghausen's disease is a developmental disorder caused by germline mutations of NF1 genes encoding inneurofibromin, a gene that is involved in the RAS pathway (RASopathy). NF-1 exhibits several clinical features such as multiple café-au-lait spots, Lisch nodules, optic glioma etc. The definition of Rasopathy is that there are several resembling diseases in which Ras signal is constitutively activated. RASopathy is composed of Legius syndrome, Noonan syndrome, Costello syndrome etc. For instance, Legius syndrome in which SPRED1 gene has a loss-of-functional mutation, thereby the negative regulation of Ras signaling pathway is no longer works. However, Legius syndrome shows multiple café-au-lait spots much the same as NF1, but also exhibits the different clinical features as compared with NF1 such as macrocephaly and ADHD (mild mental disorder). I have always wondered what is responsible for the genotype-phenotype decorrelation. Considering the case of RASopathy, in which hyperactivated Ras signal in the germline level shows different phenotypes, the correlation of signal activation disorder and the clinical symptoms is not always correlated. I would be appreciated if you give me some opinion on what makes the signal-phenotype decorrelation.