Zhu Eliot Y, Riordan Jesse D, Vanneste Marion, Henry Michael D, Stipp Christopher S, Dupuy Adam J
Department of Anatomy and Cell Biology, The University of Iowa, Iowa City, IA, USA.
Holden Comprehensive Cancer Center, The University of Iowa, Iowa City, IA, USA.
NPJ Precis Oncol. 2022 Oct 21;6(1):74. doi: 10.1038/s41698-022-00310-7.
Rare gain-of-function mutations in RAC1 drive drug resistance to targeted BRAF inhibition in cutaneous melanoma. Here, we show that wildtype RAC1 is a critical driver of growth and drug resistance, but only in a subset of melanomas with elevated markers of de-differentiation. Similarly, SRC inhibition also selectively sensitized de-differentiated melanomas to BRAF inhibition. One possible mechanism may be the suppression of the de-differentiated state, as SRC and RAC1 maintained markers of de-differentiation in human melanoma cells. The functional differences between melanoma subtypes suggest that the clinical management of cutaneous melanoma can be enhanced by the knowledge of differentiation status. To simplify the task of classification, we developed a binary classification strategy based on a small set of ten genes. Using this gene set, we reliably determined the differentiation status previously defined by hundreds of genes. Overall, our study informs strategies that enhance the precision of BRAFi by discovering unique vulnerabilities of the de-differentiated cutaneous melanoma subtype and creating a practical method to resolve differentiation status.
RAC1中罕见的功能获得性突变导致皮肤黑色素瘤对靶向BRAF抑制产生耐药性。在此,我们表明野生型RAC1是生长和耐药性的关键驱动因素,但仅在去分化标志物升高的一部分黑色素瘤中如此。同样,SRC抑制也选择性地使去分化的黑色素瘤对BRAF抑制敏感。一种可能的机制可能是对去分化状态的抑制,因为SRC和RAC1在人黑色素瘤细胞中维持去分化标志物。黑色素瘤亚型之间的功能差异表明,了解分化状态可加强皮肤黑色素瘤的临床管理。为简化分类任务,我们基于一小套十个基因开发了一种二元分类策略。使用这个基因集,我们可靠地确定了先前由数百个基因定义的分化状态。总体而言,我们的研究通过发现去分化皮肤黑色素瘤亚型的独特脆弱性并创建一种解决分化状态的实用方法,为提高BRAFi的精准度提供了策略。