Prediction methods have become an integral part of biomedical and biotechnological research. However, their clinical interpretations are largely based on biochemical or molecular data, but not clinical data. Here, we focus on improving the reliability and clinical applicability of prediction algorithms. We assembled and curated two large non-overlapping large databases of clinical phenotypes. These phenotypes were caused by missense variations in 44 and 63 genes associated with Mendelian diseases. We used these databases to establish and validate the model, allowing us to improve the predictions obtained from EVmutation, SNAP2 and PoPMuSiC 2.1. The predictions of clinical effects suffered from a lack of specificity, which appears to be the common constraint of all recently used prediction methods, although predictions mediated by these methods are associated with nearly absolute sensitivity. We introduced evidence-based tailoring of the default settings of the prediction methods; this tailoring substantially improved the prediction outcomes. Additionally, the comparisons of the clinically observed and theoretical variations led to the identification of large previously unreported pools of variations that were under negative selection during molecular evolution. The evolutionary variation analysis approach described here is the first to enable the highly specific identification of likely disease-causing missense variations that have not yet been associated with any clinical phenotype.

• MeSH
• algoritmy MeSH
• ektodysplasiny genetika   MeSH
• fenotyp MeSH
• genetická variace MeSH
• genetické nemoci vrozené genetika   MeSH
• genomika MeSH
• glukosa-6-fosfátdehydrogenasa genetika   MeSH
• hemoglobiny genetika   MeSH
• hepatocytární jaderný faktor 4 genetika   MeSH
• lidé MeSH
• missense mutace MeSH
• modely genetické * MeSH
• molekulární evoluce MeSH
• mutace * MeSH
• pravděpodobnostní funkce MeSH
• proteomika MeSH
• tyrosinfosfatasa nereceptorového typu 11 genetika   MeSH
• výpočetní biologie metody   MeSH
• zvířata MeSH
• Check Tag
• lidé MeSH
• zvířata MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Názvy látek
• EDA protein, human MeSH Prohlížeč
• ektodysplasiny MeSH
• G6PD protein, human MeSH Prohlížeč
• glukosa-6-fosfátdehydrogenasa MeSH
• hemoglobin B MeSH Prohlížeč
• hemoglobiny MeSH
• hepatocytární jaderný faktor 4 MeSH
• HNF4A protein, human MeSH Prohlížeč
• PTPN11 protein, human MeSH Prohlížeč
• tyrosinfosfatasa nereceptorového typu 11 MeSH

CBL encodes a member of the Cbl family of proteins, which functions as an E3 ubiquitin ligase. We describe a dominant developmental disorder resulting from germline missense CBL mutations, which is characterized by impaired growth, developmental delay, cryptorchidism and a predisposition to juvenile myelomonocytic leukemia (JMML). Some individuals experienced spontaneous regression of their JMML but developed vasculitis later in life. Importantly, JMML specimens from affected children show loss of the normal CBL allele through acquired isodisomy. Consistent with these genetic data, the common p.371Y>H altered Cbl protein induces cytokine-independent growth and constitutive phosphorylation of ERK, AKT and S6 only in hematopoietic cells in which normal Cbl expression is reduced by RNA interference. We conclude that germline CBL mutations have developmental, tumorigenic and functional consequences that resemble disorders that are caused by hyperactive Ras/Raf/MEK/ERK signaling and include neurofibromatosis type 1, Noonan syndrome, Costello syndrome, cardiofaciocutaneous syndrome and Legius syndrome.

• MeSH
• genetická predispozice k nemoci MeSH
• juvenilní myelomonocytární leukemie komplikace   genetika   MeSH
• kojenec MeSH
• kryptorchismus komplikace   genetika   MeSH
• lidé MeSH
• mutační analýza DNA MeSH
• novorozenec MeSH
• předškolní dítě MeSH
• protoonkogenní proteiny c-cbl genetika   fyziologie   MeSH
• rodokmen MeSH
• vývojové poruchy u dětí komplikace   genetika   MeSH
• zárodečné mutace * fyziologie   MeSH
• Check Tag
• kojenec MeSH
• lidé MeSH
• mužské pohlaví MeSH
• novorozenec MeSH
• předškolní dítě MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Research Support, N.I.H., Extramural MeSH
• Názvy látek
• CBL protein, human MeSH Prohlížeč
• protoonkogenní proteiny c-cbl MeSH