将右侧前脑岛ASL低灌注作为前驱期和轻度路易体痴呆的诊断生物标志物:贝叶斯方法的初步证据。

IF 5.3 2区 医学 Q1 GERIATRICS & GERONTOLOGY
GeroScience Pub Date : 2025-06-01 Epub Date: 2024-08-07 DOI:10.1007/s11357-024-01288-9
Golda Gommel, Ludovic Jeanjean-Dormegny, Clément de Crespin de Billy, Olivier Mainberger, Augustin Moreau, Alexandre Obrecht, Rémi Vernet, Ilia Humbert, Benoit Schorr, Candice Muller, Catherine Demuynck, Paulo Loureiro de Sousa, Frédéric Blanc, Jack Foucher
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引用次数: 0

摘要

用一种可行的方法确定并验证路易体痴呆(DLB)早期的高特异性生物标志物,对于改善目前不理想的诊断程序至关重要。先前的研究发现了前驱期路易体痴呆症的异常现象,包括右前岛叶皮层在群体水平上的低灌注。据我们所知,在个体水平上探索右前岛叶的低灌注,并评估其作为早期 DLB 潜在影像生物标志物的相关性,尚未进行过研究。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。我们评估了动脉自旋标记磁共振成像(ASL-MRI)将右侧前脑岛灌注不足作为早期 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。根据以往的研究,我们将生物标志物定义为右侧前脑岛的低灌注。通过与对照组治疗耐受性抑郁症患者进行比较,我们评估了其鉴别和分析性能。在健康老年对照组和轻度认知障碍组两种情况下,我们采用贝叶斯诊断推理评估了生物标志物在早期 DLB 诊断中的可用性。此外,我们还通过整合马约临床认知波动量表数据和实时震颤诱导转换(RT-QuIC)α-突触核蛋白数据更新了概率。最后,我们对DLB患者进行了全脑灌注分析,以进一步确定具有分辨能力的脑区。我们成功地在个体水平上复制了所有 DLB 患者的右前岛叶低灌注(RAI-Hypo)。该生物标记物的总体灵敏度为 96%,特异性为 92%。贝叶斯测试显示,该生物标记物在认知波动的早期 DLB 中表现最佳,展示了与高精确度和中等准确度相关的诊断潜力。在认知功能未受损的人群中,RAI-Hypo显示出有限的可用性,缺乏作为筛查工具的选择性。探索性全脑分析显示,双侧前脑岛和左侧下顶叶具有完美的分辨能力。我们需要进一步的研究来证实我们的初步结果。如果能在后续研究中保持良好的表现,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 和非 DLB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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.

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来源期刊
GeroScience
GeroScience Medicine-Complementary and Alternative Medicine
CiteScore
10.50
自引率
5.40%
发文量
182
期刊介绍: GeroScience is a bi-monthly, international, peer-reviewed journal that publishes articles related to research in the biology of aging and research on biomedical applications that impact aging. The scope of articles to be considered include evolutionary biology, biophysics, genetics, genomics, proteomics, molecular biology, cell biology, biochemistry, endocrinology, immunology, physiology, pharmacology, neuroscience, and psychology.
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