Calà Federico, Frassineti Lorenzo, Cantarella Giovanna, Buccichini Giulia, Battilocchi Ludovica, Lanata Antonio
Department of Information Engineering, Università degli Studi di Firenze, Florence, Italy.
IRCCS Ca' Granda Foundation, Ospedale Maggiore Policlinico Milano, Milan, Italy.
Sci Rep. 2025 Aug 29;15(1):31801. doi: 10.1038/s41598-025-07470-z.
Voice disorders represent a common medical condition affecting up to 16.9% of the general population, with unilateral vocal fold paralysis (UVFP) being particularly severe. This condition causes breathy dysphonia, maladaptive articulatory behaviours, and cortical alterations in sensory processing. Although injection laryngoplasty (IL) is considered an effective minimally invasive treatment, traditional acoustic analysis often does not provide robust metrics to evaluate its effectiveness. Here, a multiscale nonlinear approach, including the concept of complexity matching computed through the correlation of scaling factors obtained from Multi-Fractal Detrended Fluctuation Analysis, is introduced to better detect improvements in vocal fold vibratory patterns and vocal tract resonance in 69 UVFP patients, treated by autologous fat IL. This method revealed that mildly recovered (MR) patients show stronger similarity of physiological complex characteristics between pre- and post-operative conditions than fully recovered ones. This outcome shows agreement between perceptual and objective evaluations, indicating that the chaotic properties of voice production are still preserved in the MR group. This finding could assist clinicians in recognising patients requiring further treatment, fostering a patient-centred care approach. Moreover, sample entropy (SE) emerged as the most reliable parameter in this study as it could consistently identify vocal recovery at both phonatory and articulatory levels. This result suggests that using multiscale SE could be a unique metric to support and simplify traditional acoustic analysis procedures.
嗓音障碍是一种常见的医学状况,影响着高达16.9%的普通人群,其中单侧声带麻痹(UVFP)尤为严重。这种情况会导致呼吸性发声障碍、适应不良的发音行为以及感觉处理方面的皮质改变。尽管注射喉成形术(IL)被认为是一种有效的微创治疗方法,但传统的声学分析往往无法提供可靠的指标来评估其有效性。在此,引入了一种多尺度非线性方法,包括通过多重分形去趋势波动分析获得的缩放因子的相关性计算出的复杂度匹配概念,以更好地检测69例接受自体脂肪IL治疗的UVFP患者声带振动模式和声道共振的改善情况。该方法表明,轻度恢复(MR)的患者在术前和术后生理复杂特征的相似性比完全恢复的患者更强。这一结果表明了感知评估和客观评估之间的一致性,表明MR组中语音产生的混沌特性仍然存在。这一发现可以帮助临床医生识别需要进一步治疗的患者,促进以患者为中心的护理方法。此外,样本熵(SE)在本研究中成为最可靠的参数,因为它可以在发声和发音水平上一致地识别嗓音恢复情况。这一结果表明,使用多尺度SE可能是一种独特的指标,以支持和简化传统的声学分析程序。