Department of Plant Sciences, The University of Tennessee, Knoxville, TN, USA.
Plant Biotechnol J. 2014 Oct;12(8):1015-26. doi: 10.1111/pbi.12206. Epub 2014 Jun 3.
Computational methods offer great hope but limited accuracy in the prediction of functional cis-regulatory elements; improvements are needed to enable synthetic promoter design. We applied an ensemble strategy for de novo soybean cyst nematode (SCN)-inducible motif discovery among promoters of 18 co-expressed soybean genes that were selected from six reported microarray studies involving a compatible soybean-SCN interaction. A total of 116 overlapping motif regions (OMRs) were discovered bioinformatically that were identified by at least four out of seven bioinformatic tools. Using synthetic promoters, the inducibility of each OMR or motif itself was evaluated by co-localization of gain of function of an orange fluorescent protein reporter and the presence of SCN in transgenic soybean hairy roots. Among 16 OMRs detected from two experimentally confirmed SCN-inducible promoters, 11 OMRs (i.e. 68.75%) were experimentally confirmed to be SCN-inducible, leading to the discovery of 23 core motifs of 5- to 7-bp length, of which 14 are novel in plants. We found that a combination of the three best tools (i.e. SCOPE, W-AlignACE and Weeder) could detect all 23 core motifs. Thus, this strategy is a high-throughput approach for de novo motif discovery in soybean and offers great potential for novel motif discovery and synthetic promoter engineering for any plant and trait in crop biotechnology.
计算方法在预测功能顺式调控元件方面提供了很大的希望,但准确性有限;需要改进,以实现合成启动子的设计。我们应用了一种集成策略,在从六个涉及与大豆相容的 SCN 相互作用的微阵列研究报告的启动子中选择的 18 个共表达大豆基因的启动子中,对新的大豆胞囊线虫(SCN)诱导基序进行从头发现。总共发现了 116 个重叠基序区域(OMR),这是由至少 7 种生物信息学工具中的 4 种以上鉴定的。使用合成启动子,通过共定位功能橙荧光蛋白报告基因的获得与转基因大豆毛状根中 SCN 的存在,评估每个 OMR 或基序本身的诱导性。在所检测的 16 个 OMR 中有 11 个 OMR(即 68.75%)在两个实验证实的 SCN 诱导启动子中被证实是 SCN 诱导的,从而发现了 23 个核心基序,长度为 5-7bp,其中 14 个在植物中是新的。我们发现,三种最佳工具(即 SCOPE、W-AlignACE 和 Weeder)的组合可以检测到所有 23 个核心基序。因此,该策略是一种在大豆中进行从头基序发现的高通量方法,为任何植物和作物生物技术性状的新型基序发现和合成启动子工程提供了巨大的潜力。