Zeng Xin, Gyoja Fuki, Cui Yang, Loza Martin, Kusakabe Takehiro G, Nakai Kenta
Department of Computational Biology and Medical Sciences, The University of Tokyo, Kashiwa 277-8563, Japan.
Human Genome Center, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan.
NAR Genom Bioinform. 2024 Nov 12;6(4):lqae149. doi: 10.1093/nargab/lqae149. eCollection 2024 Sep.
Despite known single-cell expression profiles in vertebrate retinas, understanding of their developmental and evolutionary expression patterns among homologous cell classes remains limited. We examined and compared approximately 240 000 retinal cells from four species and found significant similarities among homologous cell classes, indicating inherent regulatory patterns. To understand these shared patterns, we constructed gene regulatory networks for each developmental stage for three of these species. We identified 690 regulons governed by 530 regulators across three species, along with 10 common cell class-specific regulators and 16 highly preserved regulons. RNA velocity analysis pinpointed conserved putative driver genes and regulators to retinal cell differentiation in both mouse and zebrafish. Investigation of the origins of retinal cells by examining conserved expression patterns between vertebrate retinal cells and invertebrate photoreceptor-related cells implied functional similarities in light transduction mechanisms. Our findings offer insights into the evolutionarily conserved regulatory frameworks and differentiation drivers of vertebrate retinal cells.
尽管脊椎动物视网膜中已知单细胞表达谱,但对于同源细胞类别之间其发育和进化表达模式的了解仍然有限。我们检查并比较了来自四个物种的约240000个视网膜细胞,发现同源细胞类别之间存在显著相似性,表明存在内在调控模式。为了理解这些共享模式,我们为其中三个物种的每个发育阶段构建了基因调控网络。我们在三个物种中鉴定出由530个调节因子控制的690个调控子,以及10个共同细胞类别特异性调节因子和16个高度保守的调控子。RNA速度分析确定了小鼠和斑马鱼视网膜细胞分化中保守的推定驱动基因和调节因子。通过检查脊椎动物视网膜细胞与无脊椎动物光感受器相关细胞之间的保守表达模式来研究视网膜细胞的起源,这暗示了光转导机制中的功能相似性。我们的研究结果为脊椎动物视网膜细胞的进化保守调控框架和分化驱动因素提供了见解。