1 Department of Neurology, Mayo Clinic, Phoenix, AZ, USA.
2 School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA.
Cephalalgia. 2019 May;39(6):722-731. doi: 10.1177/0333102418815505. Epub 2018 Nov 17.
Some individuals with migraine report the presence of speech changes during their migraine attacks. The goal of this study was to compare objective features of speech during the migraine pre-attack, the migraine attack, and during the interictal period.
This was a prospective, longitudinal, observational study of adults with episodic migraine and healthy non-migraine controls. Participants provided speech samples three times per day using a speech elicitation tool included within a mobile app. Six complementary speech features that capture articulation and prosody were extracted from speech samples. Participants with migraine maintained a daily headache diary using the same app. A mixed effects model and t-tests were used to investigate differences in speech features between controls, the migraine pre-attack phase, the migraine attack, and the interictal period.
In total, 56,767 speech samples were collected, including 43,102 from 15 individuals with migraine and 13,665 from matched healthy controls. Significant group-level differences in speech features were identified between those with migraine and healthy controls and within the migraine group during the pre-attack vs. attack vs. interictal periods (all p < .05). Most consistently, speech changes occurred in the speaking rate, articulation rate and precision, and phonatory duration. Within-subject analysis revealed that seven of 15 individuals with migraine showed significant change in at least one speech feature when comparing the migraine attack vs. interictal phase and four showed similar changes when comparing the pre-attack vs. interictal phases.
Changes in speech occurred in almost half of the individuals during migraine attacks. Once confirmed in subsequent studies, speech changes could be considered a feature of the migraine attack.
一些偏头痛患者在偏头痛发作期间报告存在言语变化。本研究的目的是比较偏头痛发作前、偏头痛发作期间和间歇期言语的客观特征。
这是一项前瞻性、纵向、观察性研究,纳入了发作性偏头痛患者和健康非偏头痛对照者。参与者使用移动应用程序中包含的言语诱发工具每天提供三次言语样本。从言语样本中提取了 6 个补充言语特征,以捕捉发音和韵律。偏头痛患者使用相同的应用程序每天记录头痛日记。采用混合效应模型和 t 检验来研究对照组、偏头痛发作前阶段、偏头痛发作期间和间歇期之间言语特征的差异。
共收集了 56767 个言语样本,包括 15 名偏头痛患者的 43102 个样本和 13665 个匹配的健康对照组样本。在偏头痛患者和健康对照组之间以及偏头痛患者在发作前阶段与发作阶段和间歇期之间,在言语特征方面存在显著的组间差异(均 p<0.05)。最一致的是,在说话速度、发音速度和准确性以及发声持续时间方面发生了言语变化。在个体内分析中,15 名偏头痛患者中有 7 名在比较偏头痛发作与间歇期时显示出至少一个言语特征的显著变化,而 4 名患者在比较发作前与间歇期时显示出类似的变化。
几乎一半的偏头痛患者在偏头痛发作期间出现言语变化。如果在后续研究中得到证实,言语变化可能被视为偏头痛发作的特征之一。