Lee Michelle W, Lee Ernest Y, Lai Ghee Hwee, Kennedy Nolan W, Posey Ammon E, Xian Wujing, Ferguson Andrew L, Hill R Blake, Wong Gerard C L
Department of Bioengineering, Department of Chemistry & Biochemistry, and California NanoSystems Institute, University of California, Los Angeles, Los Angeles, California 90095, United States.
Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin 53226, United States.
ACS Cent Sci. 2017 Nov 22;3(11):1156-1167. doi: 10.1021/acscentsci.7b00338. Epub 2017 Nov 8.
Dnm1 and Fis1 are prototypical proteins that regulate yeast mitochondrial morphology by controlling fission, the dysregulation of which can result in developmental disorders and neurodegenerative diseases in humans. Loss of Dnm1 blocks the formation of fission complexes and leads to elongated mitochondria in the form of interconnected networks, while overproduction of Dnm1 results in excessive mitochondrial fragmentation. In the current model, Dnm1 is essentially a GTP hydrolysis-driven molecular motor that self-assembles into ring-like oligomeric structures that encircle and pinch the outer mitochondrial membrane at sites of fission. In this work, we use machine learning and synchrotron small-angle X-ray scattering (SAXS) to investigate whether the motor Dnm1 can synergistically facilitate mitochondrial fission by membrane remodeling. A support vector machine (SVM)-based classifier trained to detect sequences with membrane-restructuring activity identifies a helical Dnm1 domain capable of generating negative Gaussian curvature (NGC), the type of saddle-shaped local surface curvature found on scission necks during fission events. Furthermore, this domain is highly conserved in Dnm1 homologues with fission activity. Synchrotron SAXS measurements reveal that Dnm1 restructures membranes into phases rich in NGC, and is capable of inducing a fission neck with a diameter of 12.6 nm. Through mutational analysis, we find that the helical Dnm1 domain is locally optimized for membrane curvature generation, and phylogenetic analysis suggests that dynamin superfamily proteins that are close relatives of human dynamin Dyn1 have evolved the capacity to restructure membranes via the induction of curvature mitochondrial fission. In addition, we observe that Fis1, an adaptor protein, is able to inhibit the pro-fission membrane activity of Dnm1, which points to the antagonistic roles of the two proteins in the regulation of mitochondrial fission.
Dnm1和Fis1是通过控制裂变来调节酵母线粒体形态的典型蛋白质,其失调会导致人类发育障碍和神经退行性疾病。Dnm1的缺失会阻止裂变复合物的形成,并导致线粒体以相互连接的网络形式伸长,而Dnm1的过量产生则会导致线粒体过度碎片化。在当前模型中,Dnm1本质上是一种由GTP水解驱动的分子马达,它自组装成环状寡聚结构,在裂变位点环绕并挤压线粒体外膜。在这项工作中,我们使用机器学习和同步加速器小角X射线散射(SAXS)来研究马达蛋白Dnm1是否能通过膜重塑协同促进线粒体裂变。一个基于支持向量机(SVM)的分类器经过训练以检测具有膜重组活性的序列,该分类器识别出一个能够产生负高斯曲率(NGC)的螺旋状Dnm1结构域,NGC是在裂变事件中分裂颈部发现的鞍形局部表面曲率类型。此外,该结构域在具有裂变活性的Dnm1同源物中高度保守。同步加速器SAXS测量表明,Dnm1将膜重构为富含NGC的相,并能够诱导出直径为12.6 nm的裂变颈部。通过突变分析,我们发现螺旋状Dnm1结构域在局部上针对膜曲率生成进行了优化,系统发育分析表明,作为人类发动蛋白Dyn1近亲的发动蛋白超家族蛋白已经进化出通过诱导线粒体裂变曲率来重构膜的能力。此外,我们观察到接头蛋白Fis1能够抑制Dnm1的促裂变膜活性,这表明这两种蛋白在调节线粒体裂变中具有拮抗作用。