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探究自闭症中感觉反应性的潜在结构及其相关因素:自闭症感觉研究联盟的多中心综合数据分析

Examining the Latent Structure and Correlates of Sensory Reactivity in Autism: A Multi-site Integrative Data Analysis by the Autism Sensory Research Consortium.

作者信息

Williams Zachary J, Schaaf Roseann, Ausderau Karla K, Baranek Grace T, Barrett D Jonah, Cascio Carissa J, Dumont Rachel L, Eyoh Ekomobong E, Failla Michelle D, Feldman Jacob I, Foss-Feig Jennifer H, Green Heather L, Green Shulamite A, He Jason L, Kaplan-Kahn Elizabeth A, Keçeli-Kaysılı Bahar, MacLennan Keren, Mailloux Zoe, Marco Elysa J, Mash Lisa E, McKernan Elizabeth P, Molholm Sophie, Mostofsky Stewart H, Puts Nicolaas A J, Robertson Caroline E, Russo Natalie, Shea Nicole, Sideris John, Sutcliffe James S, Tavassoli Teresa, Wallace Mark T, Wodka Ericka L, Woynaroski Tiffany G

机构信息

Vanderbilt University School of Medicine.

Thomas Jefferson University.

出版信息

Res Sq. 2023 Jan 10:rs.3.rs-2447849. doi: 10.21203/rs.3.rs-2447849/v1.

Abstract

Background Differences in responding to sensory stimuli, including sensory hyperreactivity (HYPER), hyporeactivity (HYPO), and sensory seeking (SEEK) have been observed in autistic individuals across sensory modalities, but few studies have examined the structure of these "supra-modal" traits in the autistic population. Methods Leveraging a combined sample of 3,868 autistic youth drawn from 12 distinct data sources (ages 3-18 years and representing the full range of cognitive ability), the current study used modern psychometric and meta-analytic techniques to interrogate the latent structure and correlates of caregiver-reported HYPER, HYPO, and SEEK within and across sensory modalities. Bifactor statistical indices were used to both evaluate the strength of a "general response pattern" factor for each supra-modal construct and determine the added value of "modality-specific response pattern" scores (e.g., Visual HYPER). Bayesian random-effects integrative data analysis models were used to examine the clinical and demographic correlates of all interpretable HYPER, HYPO and SEEK (sub)constructs. Results All modality-specific HYPER subconstructs could be reliably and validly measured, whereas certain modality-specific HYPO and SEEK subconstructs were psychometrically inadequate when measured using existing items. Bifactor analyses unambiguously supported the validity of a supra-modal HYPER construct (ω  = .800), whereas a coherent supra-modal HYPO construct was not supported (ω  = .611), and supra-modal SEEK models suggested a more limited version of the construct that excluded some sensory modalities (ω  = .799; 4/7 modalities). Within each sensory construct, modality-specific subscales demonstrated substantial added value beyond the supra-modal score. Meta-analytic correlations varied by construct, although sensory features tended to correlate most strongly with other domains of core autism features and co-occurring psychiatric symptoms. Certain subconstructs within the HYPO and SEEK domains were also associated with lower adaptive behavior scores. Limitations: Conclusions may not be generalizable beyond the specific pool of items used in the current study, which was limited to parent-report of observable behaviors and excluded multisensory items that reflect many "real-world" sensory experiences. Conclusion Psychometric issues may limit the degree to which some measures of supra-modal HYPO/SEEK can be interpreted. Depending on the research question at hand, modality-specific response pattern scores may represent a valid alternative method of characterizing sensory reactivity in autism.

摘要

背景

在自闭症个体中,已观察到其在各种感觉模态下对感觉刺激的反应存在差异,包括感觉反应过度(HYPER)、反应不足(HYPO)和感觉寻求(SEEK),但很少有研究考察自闭症群体中这些“超模态”特征的结构。方法:本研究利用从12个不同数据源抽取的3868名自闭症青少年的合并样本(年龄3至18岁,涵盖了全部认知能力范围),运用现代心理测量和元分析技术,探究照顾者报告的各感觉模态内及跨感觉模态的HYPER、HYPO和SEEK的潜在结构及其相关性。双因素统计指标用于评估每个超模态结构的“一般反应模式”因子的强度,并确定“模态特异性反应模式”得分(如视觉HYPER)的附加价值。贝叶斯随机效应综合数据分析模型用于考察所有可解释的HYPER、HYPO和SEEK(子)结构的临床和人口统计学相关性。结果:所有模态特异性的HYPER子结构都能得到可靠且有效的测量,而使用现有条目测量某些模态特异性的HYPO和SEEK子结构时,在心理测量学上存在不足。双因素分析明确支持超模态HYPER结构的有效性(ω = 0.800),而连贯的超模态HYPO结构未得到支持(ω = 0.611),超模态SEEK模型表明该结构的一个更有限版本排除了一些感觉模态(ω = 0.799;4/7种模态)。在每个感觉结构中,模态特异性子量表显示出超出超模态得分的显著附加价值。元分析相关性因结构而异,尽管感觉特征往往与核心自闭症特征的其他领域以及共病的精神症状相关性最强。HYPO和SEEK领域内的某些子结构也与较低的适应性行为得分相关。局限性:结论可能无法推广到本研究中使用的特定条目池之外,该条目池仅限于对可观察行为的家长报告,且排除了反映许多“现实世界”感觉体验的多感觉条目。结论:心理测量学问题可能会限制对某些超模态HYPO/SEEK测量结果的解释程度。根据手头的研究问题,模态特异性反应模式得分可能是表征自闭症感觉反应性的一种有效替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72b4/9882639/f5639f68708c/nihpp-rs2447849v1-f0001.jpg

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