Kim Pora, Ballester Leomar Y, Zhao Zhongming
Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Department of Pathology and Laboratory Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Oncotarget. 2017 Nov 24;8(66):110103-110117. doi: 10.18632/oncotarget.22653. eCollection 2017 Dec 15.
Genomic rearrangements involving transcription factors (TFs) can form fusion proteins resulting in either enhanced, weakened, or even loss of TF activity. Functional domain (FD) retention is a critical factor in the activity of transcription factor fusion genes (TFFGs). A systematic investigation of FD retention in TFFGs and their outcome (e.g. expression changes) in a pan-cancer study has not yet been completed. Here, we examined the FD retention status in 386 TFFGs across 13 major cancer types and identified 83 TFFGs involving 67 TFs that retained FDs. To measure the potential biological relevance of TFs in TFFGs, we introduced a Major Active Isofusion Index (MAII) and built a prioritized TFFG network using MAII scores and the observed frequency of fusion positive samples. Interestingly, the four TFFGs (, and ) with the highest MAII scores showed 50 differentially expressed target genes (DETGs) in fusion-positive versus fusion-negative cancer samples. DETG analysis revealed that they were involved in tumorigenesis-related processes in each cancer type. , which encodes plasminogen activator urokinase and serves as a biomarker for tumor invasion, was found to be consistently activated in the samples with the highest MAII scores. Among the 50 DETGs, 21 were drug targetable genes. Fourteen of these 21 DETGs were expressed in acute myeloid leukemia (AML) samples. Accordingly, we constructed an AML-specific TFFG network, which included 38 DETGs in or positive samples. In summary, this study revealed several TFFGs and their potential target genes, and provided insights into the clinical implications of TFFGs.
涉及转录因子(TFs)的基因组重排可形成融合蛋白,导致TF活性增强、减弱甚至丧失。功能域(FD)保留是转录因子融合基因(TFFGs)活性的关键因素。尚未完成在泛癌研究中对TFFGs中FD保留及其结果(如表达变化)的系统研究。在此,我们检查了13种主要癌症类型中386个TFFGs的FD保留状态,鉴定出83个涉及67个保留FD的TFs的TFFGs。为了衡量TFs在TFFGs中的潜在生物学相关性,我们引入了主要活性异融合指数(MAII),并使用MAII分数和融合阳性样本的观察频率构建了一个优先TFFG网络。有趣的是,MAII分数最高的四个TFFGs(、和)在融合阳性与融合阴性癌症样本中显示出50个差异表达的靶基因(DETGs)。DETG分析表明,它们参与了每种癌症类型中与肿瘤发生相关的过程。编码尿激酶型纤溶酶原激活剂并作为肿瘤侵袭生物标志物的,在MAII分数最高的样本中被发现持续激活。在50个DETGs中,21个是可药物靶向的基因。这21个DETGs中的14个在急性髓系白血病(AML)样本中表达。因此,我们构建了一个AML特异性TFFG网络,其中包括或阳性样本中的38个DETGs。总之,本研究揭示了几个TFFGs及其潜在的靶基因,并提供了对TFFGs临床意义的见解。