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右前岛叶动脉自旋标记灌注减低作为前驱期和轻度路易体痴呆的诊断生物标志物:基于贝叶斯方法的初步证据

Right anterior insula ASL hypoperfusion as a diagnostic biomarker of prodromal and mild dementia with Lewy bodies: preliminary evidence using a Bayesian approach.

作者信息

Gommel Golda, Jeanjean-Dormegny Ludovic, de Crespin de Billy Clément, Mainberger Olivier, Moreau Augustin, Obrecht Alexandre, Vernet Rémi, Humbert Ilia, Schorr Benoit, Muller Candice, Demuynck Catherine, de Sousa Paulo Loureiro, Blanc Frédéric, Foucher Jack

机构信息

ICube Laboratory UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), IMIS (Imagerie Multimodale Intégrative en Santé) Team and IRIS Platform, University of Strasbourg and CNRS (Centre National de La Recherche Scientifique, National Center of Scientific Research), 4 Rue Kirschleger, 67000, Strasbourg, France.

CM2R (Centre Mémoire de Ressources et de Recherche; Research and Resources Memory Center, Department of Geriatrics Division, Memory Clinic), Geriatric Day Hospital, University Hospital of Strasbourg, 21 Rue David Richard, 67000, Strasbourg, France.

出版信息

Geroscience. 2024 Aug 7. doi: 10.1007/s11357-024-01288-9.

Abstract

Identifying and validating a biomarker with high specificity in early-stage dementia with Lewy bodies (DLB) using a feasible method is crucial to enhance the current suboptimal diagnostic procedure. Previous research revealed abnormalities, including hypoperfusion in the right anterior insular cortex at group level, in prodromal DLB. Exploring hypoperfusion of the right anterior insula, at an individual-level and assessing its relevance as a potential imaging biomarker in early DLB, has, to our knowledge, not been investigated. Our preliminary study aims to assess the feasibility of the technique and to provide a methodological framework for further investigation. We assessed the feasibility and accuracy of the hypoperfusion of the right anterior insula per arterial spin labelling magnetic resonance imaging (ASL-MRI) as a diagnostic biomarker in early DLB and provided rough estimates of its sensitivity and specificity. Defining the region of interest based on previous research, we established the biomarker as the hypoperfusion of the right anterior insula. Discriminative and analytical performances were assessed in comparison to a control group of treatment-resistant depression patients. Bayesian diagnostic reasoning was employed to assess the biomarker diagnostic usability in early DLB in two scenarios: healthy elderly controls and mild cognitive impairment. Additionally, we updated probabilities by integrating data from the Mayo-clinic cognitive fluctuations scale and real-time quaking-induced conversion (RT-QuIC) α-synuclein data. Lastly, a whole-brain perfusion analysis of DLB patients was conducted to identify further brain regions with discriminative abilities. We successfully replicated the right anterior insular hypoperfusion (RAI-Hypo) in all DLB patients at the individual level. The overall sensitivity of the biomarker was 96%, and the specificity was 92%. Bayesian testing revealed the biomarker's highest performance in early-stage DLB with cognitive fluctuations, showcasing a diagnostic potential associated with a high precision and moderate accuracy. In a cognitively non-impaired population, the RAI-Hypo showed a limited usability and lacked in selectivity to qualify as a screening tool. The exploratory whole-brain analysis revealed perfect discriminative capacities in the bilateral anterior insulae and the left inferior parietal lobule. Further studies are needed to confirm our preliminary results. If performance is maintained in subsequent studies and is compared to a more suitable control population, the proposed biomarker may be eventually sufficient to discriminate early-stage DLB from non-DLB.

摘要

采用可行方法识别并验证一种在早期路易体痴呆(DLB)中具有高特异性的生物标志物对于改进当前欠佳的诊断程序至关重要。先前的研究揭示了前驱期DLB存在异常,包括在组水平上右侧前岛叶皮质灌注不足。据我们所知,尚未在个体水平上探究右侧前岛叶的灌注不足情况,也未评估其作为早期DLB潜在影像生物标志物的相关性。我们的初步研究旨在评估该技术的可行性,并为进一步研究提供方法框架。我们评估了基于动脉自旋标记磁共振成像(ASL-MRI)的右侧前岛叶灌注不足作为早期DLB诊断生物标志物的可行性和准确性,并对其敏感性和特异性进行了粗略估计。基于先前的研究定义感兴趣区域,我们将生物标志物确定为右侧前岛叶灌注不足。与难治性抑郁症患者对照组相比,评估了其判别和分析性能。采用贝叶斯诊断推理来评估该生物标志物在两种情况下对早期DLB的诊断可用性:健康老年对照组和轻度认知障碍。此外,我们通过整合来自梅奥诊所认知波动量表和实时震颤诱导转化(RT-QuIC)α-突触核蛋白数据来更新概率。最后,对DLB患者进行全脑灌注分析以识别具有判别能力的其他脑区。我们在个体水平上成功复制了所有DLB患者的右侧前岛叶灌注不足(RAI-Hypo)。该生物标志物的总体敏感性为96%,特异性为92%。贝叶斯测试显示该生物标志物在伴有认知波动的早期DLB中表现最佳,展现出与高精度和中等准确性相关的诊断潜力。在认知未受损人群中,RAI-Hypo的可用性有限,缺乏作为筛查工具的选择性。探索性全脑分析显示双侧前岛叶和左侧顶下小叶具有完美的判别能力。需要进一步研究来证实我们的初步结果。如果在后续研究中保持该性能,并与更合适的对照人群进行比较,所提出的生物标志物最终可能足以区分早期DLB与非DLB。

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