Davies Sherri R, Chang Li-Wei, Patra Debabrata, Xing Xiaoyun, Posey Karen, Hecht Jacqueline, Stormo Gary D, Sandell Linda J
Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, Missouri 63110, USA.
Genome Res. 2007 Oct;17(10):1438-47. doi: 10.1101/gr.6224007. Epub 2007 Sep 4.
Chondrocyte gene regulation is important for the generation and maintenance of cartilage tissues. Several regulatory factors have been identified that play a role in chondrogenesis, including the positive transacting factors of the SOX family such as SOX9, SOX5, and SOX6, as well as negative transacting factors such as C/EBP and delta EF1. However, a complete understanding of the intricate regulatory network that governs the tissue-specific expression of cartilage genes is not yet available. We have taken a computational approach to identify cis-regulatory, transcription factor (TF) binding motifs in a set of cartilage characteristic genes to better define the transcriptional regulatory networks that regulate chondrogenesis. Our computational methods have identified several TFs, whose binding profiles are available in the TRANSFAC database, as important to chondrogenesis. In addition, a cartilage-specific SOX-binding profile was constructed and used to identify both known, and novel, functional paired SOX-binding motifs in chondrocyte genes. Using DNA pattern-recognition algorithms, we have also identified cis-regulatory elements for unknown TFs. We have validated our computational predictions through mutational analyses in cell transfection experiments. One novel regulatory motif, N1, found at high frequency in the COL2A1 promoter, was found to bind to chondrocyte nuclear proteins. Mutational analyses suggest that this motif binds a repressive factor that regulates basal levels of the COL2A1 promoter.
软骨细胞基因调控对于软骨组织的生成和维持至关重要。已经确定了几种在软骨形成中起作用的调控因子,包括SOX家族的正向转录因子,如SOX9、SOX5和SOX6,以及负向转录因子,如C/EBP和δEF1。然而,对于控制软骨基因组织特异性表达的复杂调控网络,目前尚未完全了解。我们采用了一种计算方法,在一组软骨特征基因中识别顺式调控转录因子(TF)结合基序,以更好地定义调节软骨形成的转录调控网络。我们的计算方法已经确定了几种TF,其结合谱可在TRANSFAC数据库中获得,对软骨形成很重要。此外,构建了一种软骨特异性SOX结合谱,并用于识别软骨细胞基因中已知和新的功能性配对SOX结合基序。使用DNA模式识别算法,我们还确定了未知TF的顺式调控元件。我们通过细胞转染实验中的突变分析验证了我们的计算预测。在COL2A1启动子中高频发现的一种新的调控基序N1,被发现与软骨细胞核蛋白结合。突变分析表明,该基序结合一种抑制因子,该抑制因子调节COL2A1启动子的基础水平。