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Chunk #0 — Introduction

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Predicting the functional, molecular, and phenotypic consequences of amino acid substitutions using hidden Markov models.
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Nonsynonymous single nucleotide polymorphisms (nsSNPs) lead to amino acid substitutions (AASs) and have the potential to affect the function of the protein product of a gene via the structure, biochemistry and/or splicing of the protein. Advances in high-throughput sequencing technologies have accelerated the rate at which nsSNPs are now being identified [The 1000 Genomes Project, 2010]. Accurate automated computational methods capable of predicting the effects of AASs and amenable to high-throughput analyses of large datasets are therefore of increasing importance for identifying and prioritizing functional nsSNPs for further studies [Thusberg and Vihinen, 2009].