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自闭症临床试验生物标志物联盟:评估一套候选眼动追踪生物标志物在自闭症临床试验中的应用。

The autism biomarkers consortium for clinical trials: evaluation of a battery of candidate eye-tracking biomarkers for use in autism clinical trials.

机构信息

Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, 1920 Terry Ave, Seattle, WA, 98101, USA.

Department of General Pediatrics, University of Washington School of Medicine, Seattle, WA, USA.

出版信息

Mol Autism. 2022 Mar 21;13(1):15. doi: 10.1186/s13229-021-00482-2.

Abstract

BACKGROUND

Eye tracking (ET) is a powerful methodology for studying attentional processes through quantification of eye movements. The precision, usability, and cost-effectiveness of ET render it a promising platform for developing biomarkers for use in clinical trials for autism spectrum disorder (ASD).

METHODS

The autism biomarkers consortium for clinical trials conducted a multisite, observational study of 6-11-year-old children with ASD (n = 280) and typical development (TD, n = 119). The ET battery included: Activity Monitoring, Social Interactive, Static Social Scenes, Biological Motion Preference, and Pupillary Light Reflex tasks. A priori, gaze to faces in Activity Monitoring, Social Interactive, and Static Social Scenes tasks were aggregated into an Oculomotor Index of Gaze to Human Faces (OMI) as the primary outcome measure. This work reports on fundamental biomarker properties (data acquisition rates, construct validity, six-week stability, group discrimination, and clinical relationships) derived from these assays that serve as a base for subsequent development of clinical trial biomarker applications.

RESULTS

All tasks exhibited excellent acquisition rates, met expectations for construct validity, had moderate or high six-week stabilities, and highlighted subsets of the ASD group with distinct biomarker performance. Within ASD, higher OMI was associated with increased memory for faces, decreased autism symptom severity, and higher verbal IQ and pragmatic communication skills.

LIMITATIONS

No specific interventions were administered in this study, limiting information about how ET biomarkers track or predict outcomes in response to treatment. This study did not consider co-occurrence of psychiatric conditions nor specificity in comparison with non-ASD special populations, therefore limiting our understanding of the applicability of outcomes to specific clinical contexts-of-use. Research-grade protocols and equipment were used; further studies are needed to explore deployment in less standardized contexts.

CONCLUSIONS

All ET tasks met expectations regarding biomarker properties, with strongest performance for tasks associated with attention to human faces and weakest performance associated with biological motion preference. Based on these data, the OMI has been accepted to the FDA's Biomarker Qualification program, providing a path for advancing efforts to develop biomarkers for use in clinical trials.

摘要

背景

眼动追踪(ET)是一种通过量化眼球运动来研究注意力过程的强大方法。ET 的精确性、可用性和成本效益使其成为开发用于自闭症谱系障碍(ASD)临床试验的生物标志物的有前途的平台。

方法

自闭症临床试验生物标志物联盟进行了一项多站点、观察性研究,研究对象为 6-11 岁的 ASD 儿童(n=280)和典型发育儿童(TD,n=119)。ET 电池包括:活动监测、社交互动、静态社交场景、生物运动偏好和瞳孔光反射任务。预先,活动监测、社交互动和静态社交场景任务中的注视面部被汇总为注视人脸的眼动综合指数(OMI),作为主要的结果测量指标。本研究报告了这些检测的基本生物标志物特性(数据采集率、结构有效性、六周稳定性、组间区分和临床关系),这些特性是随后开发临床试验生物标志物应用的基础。

结果

所有任务的采集率都很高,符合结构有效性的预期,六周稳定性中等或较高,并突出了具有不同生物标志物表现的 ASD 组的子集。在 ASD 中,较高的 OMI 与增加对人脸的记忆、降低自闭症症状严重程度、提高言语智商和语用沟通技能有关。

局限性

本研究未给予特定干预措施,限制了关于 ET 生物标志物如何在治疗反应中跟踪或预测结果的信息。本研究没有考虑共患的精神疾病情况,也没有与非 ASD 特殊人群进行特异性比较,因此限制了我们对特定临床应用场景中结果的适用性的理解。研究中使用了研究级协议和设备;需要进一步的研究来探索在不太标准化的环境中的部署。

结论

所有 ET 任务都符合生物标志物特性的预期,与注意力集中于人脸相关的任务表现最强,与生物运动偏好相关的任务表现最弱。基于这些数据,OMI 已被 FDA 的生物标志物资格认证计划接受,为推进开发用于临床试验的生物标志物的努力提供了途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13af/10124777/8cc703bfc030/13229_2021_482_Fig1_HTML.jpg

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