FDG-PET patterns associate with survival in patients with prion disease.

IF 4.4 2区 医学 Q1 CLINICAL NEUROLOGY Annals of Clinical and Translational Neurology Pub Date : 2024-10-29 DOI:10.1002/acn3.52230
Nick Corriveau-Lecavalier, Yoav D Piura, Brian S Appleby, Dror Shir, Leland R Barnard, Venkatsampath Gogineni, David T Jones, Gregory S Day
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Abstract

Objective: Prion disease classically presents with rapidly progressive dementia, leading to death within months of diagnosis. Advances in diagnostic testing have improved recognition of patients with atypical presentations and protracted disease courses, raising key questions surrounding the relationship between patterns of neurodegeneration and survival. We assessed the contribution of fluorodeoxyglucose (FDG-PET) imaging for this purpose.

Methods: FDG-PET were performed in 40 clinic patients with prion disease. FDG-PET images were projected onto latent factors generated in an external dataset to yield patient-specific eigenvalues. Eigenvalues were input into a clustering algorithm to generate data-driven clusters, which were compared by survival time.

Results: Median age at FDG-PET was 65.3 years (range 23-85). Median time from FDG-PET to death was 3.7 months (range 0.3-19.0). Four data-driven clusters were generated, termed "Neocortical" (n = 7), "Transitional" (n = 12), "Temporo-parietal" (n = 13), and "Deep nuclei" (n = 6). Deep nuclei and transitional clusters had a shorter survival time than the neocortical cluster. Subsequent analyses suggested that this difference was driven by greater hypometabolism of deep nuclei relative to neocortical areas. FDG-PET-patterns were not associated with demographic (age and sex) or clinical (CSF total-tau, 14-3-3) variables.

Interpretation: Greater hypometabolism within deep nuclei relative to neocortical areas associated with more rapid decline in patients with prion disease and vice versa. FDG-PET informs large-scale network physiology and may inform the relationship between spreading pathology and survival in patients with prion disease. Future studies should consider whether FDG-PET may enrich multimodal prion disease prognostication models.

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FDG-PET 模式与朊病毒病患者的存活率有关。
目的:朊病毒病通常表现为快速进展性痴呆,导致患者在确诊后数月内死亡。诊断检测技术的进步提高了对非典型表现和长期病程患者的识别能力,从而提出了围绕神经变性模式与存活率之间关系的关键问题。为此,我们评估了氟脱氧葡萄糖(FDG-PET)成像的作用:方法:我们对 40 名临床朊病毒病患者进行了 FDG-PET。将 FDG-PET 图像投射到外部数据集中生成的潜在因子上,以产生患者特异性特征值。将特征值输入聚类算法,生成数据驱动的聚类,并通过生存时间对这些聚类进行比较:进行 FDG-PET 时的中位年龄为 65.3 岁(23-85 岁不等)。从 FDG-PET 到死亡的中位时间为 3.7 个月(范围 0.3-19.0)。根据数据生成了四个群组,分别称为 "新皮质"(n = 7)、"过渡"(n = 12)、"颞顶叶"(n = 13)和 "深核"(n = 6)。深部核团和过渡核团的存活时间短于新皮层核团。随后的分析表明,这种差异是由于深部核团相对于新皮层区域代谢更低造成的。FDG-PET模式与人口统计学(年龄和性别)或临床(CSF总tau、14-3-3)变量无关:解释:相对于新皮质区域,深部核团内的代谢更低,这与朊病毒病患者更快的衰退有关,反之亦然。FDG-PET为大规模网络生理学提供了信息,并可能为朊病毒病患者扩散病理和生存之间的关系提供信息。未来的研究应考虑FDG-PET是否能丰富多模式朊病毒病预后模型。
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来源期刊
Annals of Clinical and Translational Neurology
Annals of Clinical and Translational Neurology Medicine-Neurology (clinical)
CiteScore
9.10
自引率
1.90%
发文量
218
审稿时长
8 weeks
期刊介绍: Annals of Clinical and Translational Neurology is a peer-reviewed journal for rapid dissemination of high-quality research related to all areas of neurology. The journal publishes original research and scholarly reviews focused on the mechanisms and treatments of diseases of the nervous system; high-impact topics in neurologic education; and other topics of interest to the clinical neuroscience community.
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