Trinity Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland.
Neuromod Devices Limited, Dublin, D08 R2YP, Ireland.
J Assoc Res Otolaryngol. 2024 Apr;25(2):215-227. doi: 10.1007/s10162-023-00923-0. Epub 2024 Jan 18.
Tinnitus subtypes are proposed to lie on a continuum of different symptom dimensions rather than be categorical. However, there is no comprehensive empirical data showing this complex relationship between different tinnitus symptoms. The objective of this study is to provide empirical evidence for the dimensional nature of tinnitus and how different auditory and non-auditory symptoms interact with each other through complex interactions. We do this using graph theory, a mathematical tool that empirically maps this complex interaction. This way, graph theory can be utilised to highlight a new and possibly important outlook on how we can understand the heterogeneous nature of tinnitus.
In the current study, we use the screening databases of the Treatment Evaluation of Neuromodulation for Tinnitus-Stage A1 (TENT-A1) and A2 (TENT-A2) randomised trials to delineate the dimensional relationship between different clinical measures of tinnitus as a secondary data analysis. We first calculate the empirical relationship by computing the partial correlation. Following this, we use different measures of centrality to describe the contribution of different clinical measures to the overall network. We also calculate the stability of the network and compare the similarity and differences between TENT-A1 and TENT-A2.
Components of the auditory subnetwork (loudness discomfort level, sound sensitivity, average hearing loss and high frequency hearing loss) are highly inter-connected in both networks with sound sensitivity and loudness discomfort level being highly influential with high measures of centrality. Furthermore, the relationship between the densely connected auditory subnetwork with tinnitus-related distress seems to vary at different levels of distress, hearing loss, duration and age of the participants.
Our findings provide first-time evidence for tinnitus varying in a dimensional fashion illustrating the heterogeneity of this phantom percept and its ability to be perceptually integrated, yet behaviourally segregated on different symptomatic dimensions.
耳鸣亚型被认为存在于不同症状维度的连续体上,而不是分类的。然而,目前尚无综合的实证数据表明不同耳鸣症状之间存在这种复杂的关系。本研究的目的是提供关于耳鸣的维度性质的实证证据,以及不同的听觉和非听觉症状如何通过复杂的相互作用相互作用。我们通过使用图论来做到这一点,这是一种通过实证映射这种复杂相互作用的数学工具。通过这种方式,图论可以用于突出我们如何理解耳鸣异质性的新的、可能重要的视角。
在目前的研究中,我们使用神经调节治疗评估的筛查数据库(TENT-A1 和 TENT-A2)随机试验来描绘不同临床耳鸣测量之间的维度关系,作为二次数据分析。我们首先通过计算偏相关来计算经验关系。之后,我们使用不同的中心性度量来描述不同临床测量对整体网络的贡献。我们还计算了网络的稳定性,并比较了 TENT-A1 和 TENT-A2 之间的相似性和差异。
听觉子网(响度不适水平、声音敏感度、平均听力损失和高频听力损失)的组成部分在两个网络中都高度相互连接,其中声音敏感度和响度不适水平具有高度的影响力,具有高中心性度量。此外,密集连接的听觉子网与耳鸣相关的困扰之间的关系似乎在不同的困扰水平、听力损失、持续时间和参与者年龄上有所不同。
我们的发现首次提供了耳鸣以维度方式变化的证据,说明了这种幻听的异质性及其在不同症状维度上的感知整合能力,而行为上的分离。