量化支持淀粉样蛋白 PET 对疑难病例的可视化评估:AMYPAD 诊断和患者管理研究的结果

Lyduine E Collij, Gérard N Bischof, Daniele Altomare, Ilse Bader, Mark Battle, David Vállez García, Isadora Lopes Alves, Robin Wolz, Rossella Gismondi, Andrew Stephens, Zuzana Walker, Philip Scheltens, Agneta Nordberg, Juan Domingo Gispert, Alexander Drzezga, Andrés Perissinotti, Silvia Morbelli, Christopher Buckley, Valentina Garibotto, Giovanni B Frisoni, Gill Farrar, Frederik Barkhof
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引用次数: 0

摘要

有几项研究表明,常规临床目测评估与量化评估之间的一致性很高,这表明量化方法可以为经验不足的读者或有挑战性的病例提供评估支持。然而,迄今为止的所有研究都是通过回顾性病例收集来实现的,具有挑战性的病例通常代表性不足。研究方法我们纳入了 AMYPAD 诊断和患者管理研究的所有参与者(n = 741),并提供了基线淀粉样蛋白 PET 定量。量化是通过纯 PET AmyPype 管道完成的,提供全局 Centiloid 和区域 z 分数。由当地阅读者对整个队列进行目测评估。我们从全部病例中选取了 85 例作为子样本,这些病例的淀粉样蛋白状态基于当地读者的目测评估和 Centiloid 分类(分界点 = 21)不一致,或者当地读者的评估置信度较低(即 5 分制中≤3 分)。此外,还选择了不同示踪剂的一致阴性扫描(n = 8)和阳性扫描(n = 8)。在该样本(n = 101 例;[18F]氟替美托咪醇,n = 48;[18F]氟贝他苯,n = 53)中,5 位经认证的独立中央读片员在量化结果公布前后进行了目测评估和相应的置信度。结果:在整个 AMYPAD 诊断和患者管理研究队列中,当地读者的总体评估与类百日咳状态高度一致(κ = 0.85,92.3% 的一致性)。这一点在疾病分期中也得到了一致的体现(主观认知能力下降-plus,κ = 0.82,92.3%的一致性;轻度认知障碍,κ = 0.80,89.8%的一致性;痴呆,κ = 0.87,94.6%的一致性)。在具有挑战性的子样本中的所有中央阅读器评估中,分别有 70.3% 和 49.3% 的评估结果认为全球 Centiloid 和区域 z 评分的量化结果支持视觉阅读。披露量化结果后,我们观察到 5 名读数员的一致性有所改善(基线 κ = 0.65,一致性为 65.3%;披露后 κ = 0.74,一致性为 73.3%),读数员的信心也显著增强(基线平均值 (M) = 4.0 vs. 披露后平均值 (M) = 4.34,Wilcoxon 统计量 (W) = 101,056, P < 0.001)。结论在这项针对具有挑战性的淀粉样蛋白 PET 病例的临床研究中,我们证明了量化支持视觉评估的价值。披露后,读片者之间的一致性和可信度都有显著提高。考虑到抗淀粉样蛋白疗法的到来,这些结果非常重要,因为这些疗法使用Centiloid指标进行试验纳入和目标参与。此外,量化技术还能帮助确定淀粉样蛋白-β的状态,而且确定性很高,这是开始治疗的一个重要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantification Supports Amyloid PET Visual Assessment of Challenging Cases: Results from the AMYPAD Diagnostic and Patient Management Study.

Several studies have demonstrated strong agreement between routine clinical visual assessment and quantification, suggesting that quantification approaches could support assessment by less experienced readers or in challenging cases. However, all studies to date have implemented a retrospective case collection, and challenging cases were generally underrepresented. Methods: We included all participants (n = 741) from the AMYPAD diagnostic and patient management study with available baseline amyloid PET quantification. Quantification was done with the PET-only AmyPype pipeline, providing global Centiloid and regional z scores. Visual assessment was performed by local readers for the entire cohort. From the total cohort, we selected a subsample of 85 cases for which the amyloid status based on the local reader's visual assessment and the Centiloid classification (cutoff = 21) was discordant or that were assessed with low confidence (i.e., ≤3 on a 5-point scale) by the local reader. In addition, concordant negative (n = 8) and positive (n = 8) scans across tracers were selected. In this sample (n = 101 cases; [18F]flutemetamol, n = 48; [18F]florbetaben, n = 53), the visual assessments and corresponding confidence by 5 certified independent central readers were captured before and after disclosure of the quantification results. Results: For the whole AMYPAD diagnostic and patient management study cohort, overall assessment by local readers highly agreed with Centiloid status (κ = 0.85, 92.3% agreement). This was consistently observed within disease stages (subjective cognitive decline-plus, κ = 0.82, 92.3% agreement; mild cognitive impairment, κ = 0.80, 89.8% agreement; dementia, κ = 0.87, 94.6% agreement). Across all central reader assessments in the challenging subsample, quantification of global Centiloid and regional z scores was considered supportive of visual reads in 70.3% and 49.3% of assessments, respectively. After disclosure of the quantitative results, we observed improvement in concordance across the 5 readers (baseline κ = 0.65, 65.3% agreement; κ after disclosure = 0.74, 73.3% agreement) and a significant increase in reader confidence (baseline mean (M) = 4.0 vs. M after disclosure = 4.34, Wilcoxon statistic (W) = 101,056, P < 0.001). Conclusion: In this clinical study enriched for challenging amyloid PET cases, we demonstrate the value of quantification to support visual assessment. After disclosure, both interreader agreement and confidence showed significant improvement. These results are important considering the arrival of antiamyloid therapies, which used the Centiloid metric for trial inclusion and target engagement. Moreover, quantification could support determination of amyloid-β status with high certainty, an important factor for treatment initiation.

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