3BIO-Computational Biology and Bioinformatics, Université Libre de Bruxelles, Avenue F. Roosevelt 50, 1050 Brussels, Belgium.
(IB)2-Interuniversity Institute of Bioinformatics in Brussels, Boulevard du Triomphe, 1050 Brussels, Belgium.
Int J Mol Sci. 2021 Apr 26;22(9):4516. doi: 10.3390/ijms22094516.
Sphingomyelin phosphodiesterase (SMPD1) is a key enzyme in the sphingolipid metabolism. Genetic SMPD1 variants have been related to the Niemann-Pick lysosomal storage disorder, which has different degrees of phenotypic severity ranging from severe symptomatology involving the central nervous system (type A) to milder ones (type B). They have also been linked to neurodegenerative disorders such as Parkinson and Alzheimer. In this paper, we leveraged structural, evolutionary and stability information on SMPD1 to predict and analyze the impact of variants at the molecular level. We developed the SMPD1-ZooM algorithm, which is able to predict with good accuracy whether variants cause Niemann-Pick disease and its phenotypic severity; the predictor is freely available for download. We performed a large-scale analysis of all possible SMPD1 variants, which led us to identify protein regions that are either robust or fragile with respect to amino acid variations, and show the importance of aromatic-involving interactions in SMPD1 function and stability. Our study also revealed a good correlation between SMPD1-ZooM scores and in vitro loss of SMPD1 activity. The understanding of the molecular effects of SMPD1 variants is of crucial importance to improve genetic screening of SMPD1-related disorders and to develop personalized treatments that restore SMPD1 functionality.
鞘磷脂磷酸二酯酶(SMPD1)是鞘脂代谢中的关键酶。遗传 SMPD1 变体与尼曼-匹克溶酶体贮积症有关,该疾病的表型严重程度从涉及中枢神经系统的严重症状(A型)到较轻的症状(B 型)不等。它们还与帕金森和阿尔茨海默等神经退行性疾病有关。在本文中,我们利用 SMPD1 的结构、进化和稳定性信息来预测和分析变异在分子水平上的影响。我们开发了 SMPD1-ZooM 算法,该算法能够准确预测变异是否导致尼曼-匹克病及其表型严重程度;预测器可免费下载。我们对所有可能的 SMPD1 变体进行了大规模分析,这使我们能够确定对氨基酸变异具有稳健性或脆弱性的蛋白质区域,并展示了芳香族相互作用在 SMPD1 功能和稳定性中的重要性。我们的研究还揭示了 SMPD1-ZooM 评分与体外 SMPD1 活性丧失之间的良好相关性。了解 SMPD1 变体的分子影响对于改善 SMPD1 相关疾病的遗传筛选以及开发恢复 SMPD1 功能的个性化治疗方法至关重要。