Sinha Irika R, Sandal Parker S, Burns Grace D, Mallika Aswathy Peethambaran, Irwin Katherine E, Cruz Anna Lourdes F, Wang Vania, Rodríguez Josué Llamas, Wong Philip C, Ling Jonathan P
Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA.
Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA.
bioRxiv. 2024 Mar 30:2024.03.27.587011. doi: 10.1101/2024.03.27.587011.
Nuclear clearance and cytoplasmic aggregation of TDP-43 in neurons, initially identified in ALS-FTD, are hallmark pathological features observed across a spectrum of neurodegenerative diseases. We previously found that TDP-43 loss-of-function leads to the transcriptome-wide inclusion of deleterious cryptic exons in brains and biofluids post-mortem as well as during the presymptomatic stage of ALS-FTD, but upstream mechanisms that lead to TDP-43 dysregulation remain unclear. Here, we developed a web-based resource (SnapMine) to determine the levels of TDP-43 cryptic exon inclusion across hundreds of thousands of publicly available RNA sequencing datasets. We established cryptic exon inclusion across a variety of human cells and tissues to provide ground truth references for future studies on TDP-43 dysregulation. We then explored studies that were entirely unrelated to TDP-43 or neurodegeneration and found that ciclopirox olamine (CPX), an FDA-approved antifungal, can trigger the inclusion of TDP-43-associated cryptic exons in a variety of mouse and human primary cells. CPX induction of cryptic exon occurs via heavy metal toxicity and oxidative stress, suggesting that similar vulnerabilities could play a role in neurodegeneration. Our work demonstrates how diverse datasets can be linked through common biological features and underscores that public archives of sequencing data represent a vastly underutilized resource with tremendous potential for uncovering novel insights into complex biological mechanisms and diseases.
TDP-43在神经元中的核清除和细胞质聚集最初在肌萎缩侧索硬化症-额颞叶痴呆(ALS-FTD)中被发现,是在一系列神经退行性疾病中观察到的标志性病理特征。我们之前发现,TDP-43功能丧失会导致死后以及ALS-FTD症状前期大脑和生物流体中转录组范围内有害隐蔽外显子的包含,但导致TDP-43失调的上游机制仍不清楚。在这里,我们开发了一个基于网络的资源(SnapMine),以确定数十万个公开可用的RNA测序数据集中TDP-43隐蔽外显子包含的水平。我们在各种人类细胞和组织中确定了隐蔽外显子包含情况,为未来关于TDP-43失调的研究提供了基本事实参考。然后,我们探索了与TDP-43或神经退行性变完全无关的研究,发现环吡酮胺(CPX),一种FDA批准的抗真菌药物,可在多种小鼠和人类原代细胞中触发与TDP-43相关的隐蔽外显子的包含。CPX诱导隐蔽外显子通过重金属毒性和氧化应激发生,表明类似的易感性可能在神经退行性变中起作用。我们的工作展示了如何通过共同的生物学特征将不同的数据集联系起来,并强调测序数据的公共档案是一种未被充分利用的资源,具有揭示复杂生物学机制和疾病新见解的巨大潜力。