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转录因子蛋白质无序与生物复杂性之间存在强相关性的证据。

Evidence for a Strong Correlation Between Transcription Factor Protein Disorder and Organismic Complexity.

作者信息

Yruela Inmaculada, Oldfield Christopher J, Niklas Karl J, Dunker A Keith

机构信息

Estación Experimental de Aula Dei, Consejo Superior de Investigaciones Científicas (EEAD-CSIC), Zaragoza, Spain.

Grupo de Bioquímica, Biofísica y Biología Computacional (BIFI, UNIZAR), Unidad Asociada al CSIC, Zaragoza, Spain.

出版信息

Genome Biol Evol. 2017 May 1;9(5):1248-1265. doi: 10.1093/gbe/evx073.

Abstract

Studies of diverse phylogenetic lineages reveal that protein disorder increases in concert with organismic complexity but that differences nevertheless exist among lineages. To gain insight into this phenomenology, we analyzed all of the transcription factor (TF) families for which sequences are known for 17 species spanning bacteria, yeast, algae, land plants, and animals and for which the number of different cell types has been reported in the primary literature. Although the fraction of disordered residues in TF sequences is often moderately or poorly correlated with organismic complexity as gauged by cell-type number (r2 < 0.5), an unbiased and phylogenetically broad analysis shows that organismic complexity is positively and strongly correlated with the total number of TFs, the number of their spliced variants and their total disordered residues content (r2 > 0.8). Furthermore, the correlation between the fraction of disordered residues and cell-type number becomes stronger when confined to the TF families participating in cell cycle, cell size, cell division, cell differentiation, or cell proliferation, and other important developmental processes. The data also indicate that evolutionarily simpler organisms allow for the detection of subtle differences in the conserved IDRs of TFs as well as changes in variable IDRs, which can influence the DNA recognition and multifunctionality of TFs through direct or indirect mechanisms. Although strong correlations cannot be taken as evidence for cause-and-effect relationships, we interpret our data to indicate that increasing TF disorder likely was an important factor contributing to the evolution of organismic complexity and not merely a concurrent unrelated effect of increasing organismic complexity.

摘要

对不同系统发育谱系的研究表明,蛋白质无序性随生物体复杂性的增加而增加,但不同谱系之间仍存在差异。为了深入了解这种现象,我们分析了所有已知序列的转录因子(TF)家族,这些家族涵盖了细菌、酵母、藻类、陆地植物和动物等17个物种,并且在原始文献中报道了其不同细胞类型的数量。尽管TF序列中无序残基的比例通常与根据细胞类型数量衡量的生物体复杂性呈中度或弱相关性(r2 < 0.5),但一项无偏且系统发育广泛的分析表明,生物体复杂性与TF的总数、其剪接变体的数量及其总无序残基含量呈正相关且强相关(r2 > 0.8)。此外,当局限于参与细胞周期、细胞大小、细胞分裂、细胞分化或细胞增殖以及其他重要发育过程的TF家族时,无序残基比例与细胞类型数量之间的相关性变得更强。数据还表明,进化上较简单的生物体能够检测到TF保守内在无序区域(IDR)的细微差异以及可变IDR的变化,这些变化可通过直接或间接机制影响TF的DNA识别和多功能性。尽管强相关性不能作为因果关系的证据,但我们对数据的解释表明,TF无序性的增加可能是生物体复杂性进化的一个重要因素,而不仅仅是生物体复杂性增加的同时出现的无关效应。

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