Adamian Larisa, Ouyang Zheng, Tseng Yan Yuan, Liang Jie
University of Illinois at Chicago, Bioengineering/Bioinformatics, Chicago, IL, USA.
Photochem Photobiol. 2006 Nov-Dec;82(6):1426-35. doi: 10.1562/2006-02-14-RA-802.
Genome sequencing projects resulted in the identification of a large number of new sequence homologs of archaeal rhodopsins in marine bacteria, fungi, and unicellular algae. It is an important task to unambiguously predict the functions of these new rhodopsins, as it is difficult to perform individual experiments on every newly discovered sequence. The transmembrane segments of rhodopsins have similar three-dimensional structures where the seven transmembrane helices form a tightly packed scaffold to accommodate a covalently bound retinal. We use geometric computations to accurately define the retinal-binding pockets in high-resolution structures of rhodopsins and to extract residues forming the wall of the retinal-binding pocket. We then obtain a tree defining the functional relationship of rhodopsins based on the short sequences of residues forming the wall of the retinal-binding pocket concatenated from the primary sequence, and show that these sequence fragments are often sufficient to discriminate phototactic vs transporting function of the bacterial and unicellular algal rhodopsins. We further study the evolutionary history of retinal-binding pockets by estimating the pocket residue substitution rates using a Bayesian Monte Carlo method. Our findings indicate that every functional class of rhodopsins has a specific allowed set of fast-rate amino acid substitutions in the retinal-binding pocket that may contribute to spectral tuning or photocycle modulation. The substitution rates of the amino acid residues in a putative retinal-binding pocket of marine proteorhodopsins together with the clustering of pocket sequences indicate that green-absorbing and blue-absorbing proteorhodopsins have similar function. Our results demonstrate that the evolutionary patterns of the retinal-binding pockets reflect the functional specificity of the rhodopsins. The approach we describe in this paper may be useful for large-scale functional prediction of rhodopsins.
基因组测序项目使得在海洋细菌、真菌和单细胞藻类中鉴定出大量新的古菌视紫红质序列同源物。明确预测这些新视紫红质的功能是一项重要任务,因为对每个新发现的序列进行单独实验很困难。视紫红质的跨膜片段具有相似的三维结构,其中七个跨膜螺旋形成一个紧密堆积的支架以容纳共价结合的视黄醛。我们使用几何计算来精确确定视紫红质高分辨率结构中的视黄醛结合口袋,并提取形成视黄醛结合口袋壁的残基。然后,我们根据从一级序列串联而成的形成视黄醛结合口袋壁的残基短序列获得一棵树,以定义视紫红质的功能关系,并表明这些序列片段通常足以区分细菌和单细胞藻类视紫红质的趋光功能与转运功能。我们通过使用贝叶斯蒙特卡罗方法估计口袋残基替代率,进一步研究视黄醛结合口袋的进化历史。我们的研究结果表明,视紫红质的每个功能类别在视黄醛结合口袋中都有一组特定的允许快速替换的氨基酸,这可能有助于光谱调谐或光循环调制。海洋视紫质假定视黄醛结合口袋中氨基酸残基的替代率以及口袋序列的聚类表明,吸收绿光和吸收蓝光的视紫质具有相似的功能。我们的结果表明,视黄醛结合口袋的进化模式反映了视紫红质的功能特异性。我们在本文中描述的方法可能有助于对视紫红质进行大规模功能预测。