Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway.
Department of Clinical Medicine, University of Bergen, Bergen, Norway.
PLoS Genet. 2020 Nov 2;16(11):e1009182. doi: 10.1371/journal.pgen.1009182. eCollection 2020 Nov.
Studies of differential gene expression have identified several molecular signatures and pathways associated with Parkinson's disease (PD). The role of isoform switches and differential transcript usage (DTU) remains, however, unexplored. Here, we report the first genome-wide study of DTU in PD. We performed RNA sequencing following ribosomal RNA depletion in prefrontal cortex samples of 49 individuals from two independent case-control cohorts. DTU was assessed using two transcript-count based approaches, implemented in the DRIMSeq and DEXSeq tools. Multiple PD-associated DTU events were detected in each cohort, of which 23 DTU events in 19 genes replicated across both patient cohorts. For several of these, including THEM5, SLC16A1 and BCHE, DTU was predicted to have substantial functional consequences, such as altered subcellular localization or switching to non-protein coding isoforms. Furthermore, genes with PD-associated DTU were enriched in functional pathways previously linked to PD, including reactive oxygen species generation and protein homeostasis. Importantly, the vast majority of genes exhibiting DTU were not differentially expressed at the gene-level and were therefore not identified by conventional differential gene expression analysis. Our findings provide the first insight into the DTU landscape of PD and identify novel disease-associated genes. Moreover, we show that DTU may have important functional consequences in the PD brain, since it is predicted to alter the functional composition of the proteome. Based on these results, we propose that DTU analysis is an essential complement to differential gene expression studies in order to provide a more accurate and complete picture of disease-associated transcriptomic alterations.
差异基因表达研究已经确定了几个与帕金森病(PD)相关的分子特征和途径。然而,异构体转换和差异转录本使用(DTU)的作用仍未得到探索。在这里,我们报告了 PD 中 DTU 的首次全基因组研究。我们在来自两个独立病例对照队列的 49 个人的前额叶皮层样本中进行了核糖体 RNA 耗竭后的 RNA 测序。使用两种基于转录本计数的方法评估 DTU,这些方法在 DRIMSeq 和 DEXSeq 工具中实现。在每个队列中都检测到多个与 PD 相关的 DTU 事件,其中 19 个基因中的 23 个 DTU 事件在两个患者队列中均得到复制。对于其中的几个基因,包括 THEM5、SLC16A1 和 BCHE,DTU 被预测会产生重大的功能后果,例如改变亚细胞定位或转换为非蛋白编码异构体。此外,具有 PD 相关 DTU 的基因在以前与 PD 相关的功能途径中富集,包括活性氧物种生成和蛋白质稳态。重要的是,表现出 DTU 的绝大多数基因在基因水平上没有差异表达,因此不能通过常规的差异基因表达分析来识别。我们的研究结果提供了对 PD 中 DTU 景观的首次深入了解,并确定了新的疾病相关基因。此外,我们表明 DTU 可能在 PD 大脑中具有重要的功能后果,因为它被预测会改变蛋白质组的功能组成。基于这些结果,我们提出 DTU 分析是差异基因表达研究的必要补充,以便更准确和完整地描绘与疾病相关的转录组改变。