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一种识别转录因子特异性操纵子基序的通用方法;对植物乳杆菌WCFS1中LacI家族介导调控的推断

A generic approach to identify Transcription Factor-specific operator motifs; Inferences for LacI-family mediated regulation in Lactobacillus plantarum WCFS1.

作者信息

Francke Christof, Kerkhoven Robert, Wels Michiel, Siezen Roland J

机构信息

TI Food and Nutrition, P,O, Box 557, 6700AN Wageningen, The Netherlands.

出版信息

BMC Genomics. 2008 Mar 27;9:145. doi: 10.1186/1471-2164-9-145.

Abstract

BACKGROUND

A key problem in the sequence-based reconstruction of regulatory networks in bacteria is the lack of specificity in operator predictions. The problem is especially prominent in the identification of transcription factor (TF) specific binding sites. More in particular, homologous TFs are abundant and, as they are structurally very similar, it proves difficult to distinguish the related operators by automated means. This also holds for the LacI-family, a family of TFs that is well-studied and has many members that fulfill crucial roles in the control of carbohydrate catabolism in bacteria including catabolite repression. To overcome the specificity problem, a comprehensive footprinting approach was formulated to identify TF-specific operator motifs and was applied to the LacI-family of TFs in the model gram positive organism, Lactobacillus plantarum WCFS1. The main premise behind the approach is that only orthologous sequences that share orthologous genomic context will share equivalent regulatory sites.

RESULTS

When the approach was applied to the 12 LacI-family TFs of the model species, a specific operator motif was identified for each of them. With the TF-specific operator motifs, potential binding sites were found on the genome and putative minimal regulons could be defined. Moreover, specific inducers could in most cases be linked to the TFs through phylogeny, thereby unveiling the biological role of these regulons. The operator predictions indicated that the LacI-family TFs can be separated into two subfamilies with clearly distinct operator motifs. They also established that the operator related to the 'global' regulator CcpA is not inherently distinct from that of other LacI-family members, only more degenerate. Analysis of the chromosomal position of the identified putative binding sites confirmed that the LacI-family TFs are mostly auto-regulatory and relate mainly to carbohydrate uptake and catabolism.

CONCLUSION

Our approach to identify specific operator motifs for different TF-family members is specific and in essence generic. The data infer that, although the specific operator motifs can be used to identify minimal regulons, experimental knowledge on TF activity especially is essential to determine complete regulons as well as to estimate the overlap between TF affinities.

摘要

背景

基于序列重建细菌调控网络的一个关键问题是操纵子预测缺乏特异性。这个问题在转录因子(TF)特异性结合位点的识别中尤为突出。更具体地说,同源转录因子数量众多,并且由于它们在结构上非常相似,通过自动化手段区分相关的操纵子很困难。这对于LacI家族也是如此,LacI家族是一类经过充分研究的转录因子,其许多成员在细菌碳水化合物分解代谢的控制中发挥着关键作用,包括分解代谢物阻遏。为了克服特异性问题,制定了一种全面的足迹分析方法来识别TF特异性操纵子基序,并将其应用于模式革兰氏阳性菌植物乳杆菌WCFS1中的LacI家族转录因子。该方法背后的主要前提是,只有共享直系同源基因组背景的直系同源序列才会共享等效的调控位点。

结果

当该方法应用于模式物种的12个LacI家族转录因子时,为每个转录因子都鉴定出了一个特异性的操纵子基序。利用TF特异性操纵子基序,在基因组上发现了潜在的结合位点,并可以定义推定的最小调控子。此外,在大多数情况下,特定的诱导物可以通过系统发育与转录因子联系起来,从而揭示这些调控子的生物学作用。操纵子预测表明,LacI家族转录因子可以分为两个亚家族,其操纵子基序明显不同。它们还确定,与“全局”调节因子CcpA相关的操纵子与其他LacI家族成员的操纵子并无本质区别,只是更为简并。对已鉴定的推定结合位点的染色体位置分析证实,LacI家族转录因子大多是自我调节的,并且主要与碳水化合物摄取和分解代谢有关。

结论

我们为不同TF家族成员鉴定特异性操纵子基序的方法具有特异性且本质上具有通用性。数据推断,虽然特异性操纵子基序可用于识别最小调控子,但关于TF活性的实验知识对于确定完整的调控子以及估计TF亲和力之间的重叠尤其重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5c9/2329647/254e25a2fce2/1471-2164-9-145-1.jpg

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