title: A multiparametric computational algorithm for comprehensive assessment of genetic mutations in mucopolysaccharidosis type IIIA (Sanfilippo syndrome).
abstract: Mucopolysaccharidosis type IIIA (MPS-IIIA, Sanfilippo syndrome) is a Lysosomal Storage Disease caused by cellular deficiency of N-sulfoglucosamine sulfohydrolase (SGSH). Given the large heterogeneity of genetic mutations responsible for the disease, a comprehensive understanding of the mechanisms by which these mutations affect enzyme function is needed to guide effective therapies. We developed a multiparametric computational algorithm to assess how patient genetic mutations in SGSH affect overall enzyme biogenesis, stability, and function. 107 patient mutations for the SGSH gene were obtained from the Human Gene Mutation Database representing all of the clinical mutations documented for Sanfilippo syndrome. We assessed each mutation individually using ten distinct parameters to give a comprehensive predictive score of the stability and misfolding capacity of the SGSH enzyme resulting from each of these mutations. The predictive score generated by our multiparametric algorithm yielded a standardized quantitative assessment of the severity of a given SGSH genetic mutation toward overall enzyme activity. Application of our algorithm has identified SGSH mutations in which enzymatic malfunction of the gene product is specifically due to impairments in protein folding. These scores provide an assessment of the degree to which a particular mutation could be treated using approaches such as chaperone therapies. Our multiparametric protein biogenesis algorithm advances a key understanding in the overall biochemical mechanism underlying Sanfilippo syndrome. Importantly, the design of our multiparametric algorithm can be tailored to many other diseases of genetic heterogeneity for which protein misfolding phenotypes may constitute a major component of disease manifestation.
authors: Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America; Center for Rare and Neglected Diseases, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America.
authors: Krastyu G
authors: KG
authors: Ugrinov
authors: Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America; Center for Rare and Neglected Diseases, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America.
authors: Stefan D
authors: SD
authors: Freed
authors: Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America; Center for Rare and Neglected Diseases, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America.
authors: Clayton L
authors: CL
authors: Thomas
authors: Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America; Center for Rare and Neglected Diseases, University of Notre Dame, Notre Dame, Indiana, 46556, United States of America.
authors: Shaun W
authors: SW
authors: Lee
mesh_terms: D000465:Algorithms; D004252:DNA Mutational Analysis / Q000379:methods*; D006801:Humans; D009084:Mucopolysaccharidosis III / Q000235:genetics*; D009154:Mutation; D010641:Phenotype