Disparate and shared transcriptomic signatures associated with cortical atrophy in genetic bvFTD

Ting Shen, Jacob W. Vogel, Vivianna M Van Deerlin, EunRan Suh, Laynie Dratch, Jeffrey S. Phillips, Lauren Massimo, Edward B. Lee, David J. Irwin, Corey T. McMillan
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Abstract

Cortical atrophy in behavioral variant frontotemporal degeneration (bvFTD) exhibits spatial heterogeneity across genetic subgroups, potentially driven by distinct biological mechanisms. Using an integrative imaging-transcriptomics approach, we identified disparate and shared transcriptomic signatures associated with cortical thickness in C9orf72, GRN or MAPT-related bvFTD. Genes associated with cortical thinning in GRN-bvFTD were implicated in neurotransmission, further supported by mapping synaptic density maps to cortical thickness maps. Previously identified genes linked to TDP-43 positive neurons were significantly overlapped with genes associated with C9orf72-bvFTD and GRN-bvFTD, but not MAPT-bvFTD providing specificity for our associations. C9orf72-bvFTD and GRN-bvFTD shared genes displaying consistent directionality of correlations with cortical thickness, while MAPT-bvFTD displayed more pronounced differences in transcriptomic signatures with opposing directionality. Overall, we identified disparate and shared genes tied to regional vulnerability with increased biological interpretation including overlap with synaptic density maps and pathologically-specific gene expression, illuminating intricate molecular underpinnings contributing to heterogeneities in bvFTD.
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遗传性 bvFTD 中与皮质萎缩相关的转录组特征既有差异又有共性
行为变异性额颞叶变性(bvFTD)的皮质萎缩在不同基因亚群中表现出空间异质性,这可能是由不同的生物学机制驱动的。利用成像-转录组学整合方法,我们确定了与 C9orf72、GRN 或 MAPT 相关 bvFTD 中皮质厚度相关的不同和共享转录组特征。在 GRN-bvFTD 中,与皮质变薄相关的基因与神经传递有关,突触密度图谱与皮质厚度图谱的映射进一步证实了这一点。之前发现的与 TDP-43 阳性神经元相关的基因与 C9orf72-bvFTD 和 GRN-bvFTD 的相关基因有明显重叠,但与 MAPT-bvFTD 的相关基因没有重叠,这为我们的关联提供了特异性。C9orf72-bvFTD 和 GRN-bvFTD 的共享基因与皮层厚度的相关性显示出一致的方向性,而 MAPT-bvFTD 的转录组特征显示出更明显的差异,具有相反的方向性。总之,我们发现了与区域脆弱性相关的不同基因和共享基因,并增加了生物学解释,包括与突触密度图谱和病理特异性基因表达的重叠,从而揭示了导致 bvFTD 异质性的复杂分子基础。
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