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SelexGLM differentiates androgen and glucocorticoid receptor DNA-binding preference over an extended binding site
Genome Research ( IF 6.2 ) Pub Date : 2018-01-01 , DOI: 10.1101/gr.222844.117
Liyang Zhang , Gabriella D. Martini , H. Tomas Rube , Judith F. Kribelbauer , Chaitanya Rastogi , Vincent D. FitzPatrick , Jon C. Houtman , Harmen J. Bussemaker , Miles A. Pufall

The DNA-binding interfaces of the androgen (AR) and glucocorticoid (GR) receptors are virtually identical, yet these transcription factors share only about a third of their genomic binding sites and regulate similarly distinct sets of target genes. To address this paradox, we determined the intrinsic specificities of the AR and GR DNA-binding domains using a refined version of SELEX-seq. We developed an algorithm, SelexGLM, that quantifies binding specificity over a large (31-bp) binding site by iteratively fitting a feature-based generalized linear model to SELEX probe counts. This analysis revealed that the DNA-binding preferences of AR and GR homodimers differ significantly, both within and outside the 15-bp core binding site. The relative preference between the two factors can be tuned over a wide range by changing the DNA sequence, with AR more sensitive to sequence changes than GR. The specificity of AR extends to the regions flanking the core 15-bp site, where isothermal calorimetry measurements reveal that affinity is augmented by enthalpy-driven readout of poly(A) sequences associated with narrowed minor groove width. We conclude that the increased specificity of AR is correlated with more enthalpy-driven binding than GR. The binding models help explain differences in AR and GR genomic binding and provide a biophysical rationale for how promiscuous binding by GR allows functional substitution for AR in some castration-resistant prostate cancers.



中文翻译:

SelexGLM区别于扩展结合位点的雄激素和糖皮质激素受体DNA结合偏好

雄激素(AR)和糖皮质激素(GR)受体的DNA结合界面实际上是相同的,但是这些转录因子仅共享其基因组结合位点的大约三分之一,并调节相似的不同靶基因组。为了解决这一矛盾,我们使用SELEX-seq的改进版本确定了AR和GR DNA结合域的内在特异性。我们开发了一种算法SelexGLM,它通过迭代地将基于特征的广义线性模型拟合到SELEX探针数量来量化在大(31 bp)结合位点上的结合特异性。这项分析表明,AR和GR同型二聚体的DNA结合偏好在15 bp核心结合位点之内和之外都存在显着差异。可以通过改变DNA序列在较大范围内调整两个因素之间的相对偏好,而AR对序列变化的敏感性比GR更敏感。AR的特异性延伸到核心15 bp位点的侧翼区域,在那里等温量热法测量显示,通过焓驱动的与狭窄的小凹槽宽度相关的poly(A)序列的焓驱动读数增加了亲和力。我们得出结论,与GR相比,AR的特异性增加与更多的焓驱动结合有关。

更新日期:2018-01-02
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