Department of Cardiovascular Diseases, Mayo College of Medicine, Rochester, MN, United States of America.
Chaim Sheba Medical Center, Tel Hashomer, Israel.
PLoS One. 2020 Apr 16;15(4):e0231441. doi: 10.1371/journal.pone.0231441. eCollection 2020.
Emerging data suggest that noninvasive voice biomarker analysis is associated with coronary artery disease. We recently showed that a vocal biomarker was associated with hospitalization and heart failure in patients with heart failure. We evaluate the association between a vocal biomarker and invasively measured indices of pulmonary hypertension (PH). Patients were referred for an invasive cardiac hemodynamic study between January 2017 and December 2018, and had their voices recorded on three separate occasions to their smartphone prior to each study. A pre-established vocal biomarker was determined based on each individual recording. The intra-class correlation co-efficient between the separate voice recording biomarker values for each individual participant was 0.829 (95% CI 0.740-0.889) implying very good agreement between values. Thus, the mean biomarker was calculated for each patient. Patients were divided into two groups: high pulmonary arterial pressure (PAP) defined as ≥ 35 mmHg (moderate or greater PH), versus lower PAP. Eighty three patients, mean age 61.6 ± 15.1 years, 37 (44.6%) male, were included. Patients with a high mean PAP (≥ 35 mmHg) had on average significantly higher values of the mean voice biomarker compared to those with a lower mean PAP (0.74 ± 0.85 vs. 0.40 ± 0.88 p = 0.046). Multivariate logistic regression showed that an increase in the mean voice biomarker by 1 unit was associated with a high PAP, odds ratio 2.31, 95% CI 1.05-5.07, p = 0.038. This study shows a relationship between a noninvasive vocal biomarker and an invasively derived hemodynamic index related to PH obtained during clinically indicated cardiac catheterization. These results may have important practical clinical implications for telemedicine and remote monitoring of patients with heart failure and PH.
新兴数据表明,非侵入性语音生物标志物分析与冠状动脉疾病有关。我们最近表明,语音生物标志物与心力衰竭患者的住院和心力衰竭有关。我们评估了语音生物标志物与侵入性测量的肺动脉高压(PH)指标之间的关系。患者于 2017 年 1 月至 2018 年 12 月期间因进行有创性心脏血液动力学研究而被转介,并在每次研究前使用智能手机录制三次单独的声音。根据每个单独的记录确定了预先建立的语音生物标志物。每个参与者的三个单独语音记录生物标志物值之间的组内相关系数为 0.829(95%CI 0.740-0.889),这意味着值之间非常吻合。因此,为每个患者计算了平均生物标志物。患者分为两组:肺动脉压(PAP)≥35mmHg(中度或更严重 PH)定义为高 PAP,与 PAP 较低的组相比。共有 83 名患者,平均年龄 61.6±15.1 岁,37 名(44.6%)为男性,包括在内。平均 PAP 较高(≥35mmHg)的患者的平均语音生物标志物值平均明显高于平均 PAP 较低的患者(0.74±0.85 与 0.40±0.88,p=0.046)。多元逻辑回归显示,平均语音生物标志物增加 1 个单位与 PAP 升高相关,比值比为 2.31,95%CI 为 1.05-5.07,p=0.038。这项研究表明,非侵入性语音生物标志物与在临床指示的心脏导管检查期间获得的与 PH 相关的侵入性衍生血液动力学指数之间存在关系。这些结果对于心力衰竭和 PH 患者的远程医疗和远程监测可能具有重要的实际临床意义。