ENT-Department, Leiden University Medical Centre, RC Leiden, the Netherlands.
Leiden Institute for Brain and Cognition, RC Leiden, the Netherlands.
Ear Hear. 2021 Sep/Oct;42(5):1397-1404. doi: 10.1097/AUD.0000000000001033.
Misplacement of the electrode array is associated with impaired speech perception in patients with cochlear implants (CIs). Translocation of the electrode array is the most common misplacement. When a CI is translocated, it crosses the basilar membrane from the scala tympani into the scala vestibuli. The position of the implant can be determined on a postoperative CT scan. However, such a scan is not obtained routinely after CI insertion in many hospitals, due to radiation exposure and processing time. Previous studies have shown that impedance measures might provide information on the placement of the electrode arrays. The electrode impedance was measured by dividing the plateau voltage at the end of the first phase of the pulse by the injected current. The access resistance was calculated using the so-called access voltage at the first sampled time point after the start of the pulse divided by the injected current. In our study, we obtained the electrode impedance and the access resistance to detect electrode translocations using electrical field imaging. We have investigated how reliably these two measurements can detect electrode translocation, and which method performed best.
We calculated the electrode impedances and access resistances using electrical field imaging recordings from 100 HiFocus Mid-Scala CI (Advanced Bionics, Sylmar, CA) recipients. We estimated the normal values of these two measurements as the baselines of the implant placed in the cochlea without translocation. Next, we calculated the maximal electrode impedance deviation and the maximal access-resistance deviation from the respective baselines as predictors of translocation. We classified these two predictors as translocations or nontranslocations based on the bootstrap sampling method and receiver operating characteristics curves analysis. The accuracy could be calculated by comparing those predictive results to a gold standard, namely the clinical CT scans. To determine which measurement more accurately detected translocation, the difference between the accuracies of the two measurements was calculated.
Using the bootstrap sampling method and receiver operating characteristics-based optimized threshold criteria, the 95% confidence intervals of the accuracies of translocation detections ranged from 77.8% to 82.1% and from 89.5% to 91.2% for the electrode impedance and access resistance, respectively. The accuracies of the maximal access-resistance deviations were significantly larger than that of the maximal electrode impedance deviations. The location of the translocation as predicted by the access resistance was significantly correlated with the result derived from the CT scans. In contrast, no significant correlation was observed for the electrode impedance.
Both the electrode impedance and access resistance proved reliable metrics to detect translocations for HiFocus Mid-Scala electrode arrays. The access resistance had, however, significantly better accuracy and it also reliably detected the electrode-location of translocations. The electrode impedance did not correlate significantly with the location of translocation. Measuring the access resistance is, therefore, the recommended method to detect electrode-array translocations. These measures can provide prompt feedback for surgeons after insertion, improving their surgical skills, and ultimately reducing the number of translocations. In the future, such measurements may allow near-real-time monitoring of the electrode array during insertion, helping to avoid translocations.
在接受人工耳蜗植入(CI)的患者中,电极阵列的错位与言语感知受损有关。电极阵列的移位是最常见的错位。当 CI 移位时,它会从鼓阶穿过基底膜进入前庭阶。植入物的位置可以在术后 CT 扫描中确定。然而,由于辐射暴露和处理时间,在许多医院,在插入 CI 后通常不会常规获得此类扫描。先前的研究表明,阻抗测量可能提供有关电极阵列放置的信息。通过将脉冲第一阶段结束时的平板电压除以注入电流来测量电极阻抗。通过在脉冲开始后的第一个采样时间点计算所谓的接入电压并除以注入电流来计算接入电阻。在我们的研究中,我们使用电场成像获得了电极阻抗和接入电阻,以检测电极移位。我们研究了这两种测量方法在检测电极移位方面的可靠性,以及哪种方法效果最好。
我们使用 100 名 HiFocus Mid-Scala CI(Advanced Bionics,Sylmar,CA)受者的电场成像记录计算了电极阻抗和接入电阻。我们将这些两项测量的正常值估计为未移位的耳蜗内植入物的基线。接下来,我们将最大电极阻抗偏差和最大接入电阻偏差分别从各自的基线中计算出来,作为移位的预测指标。我们根据引导抽样法和接收器工作特征曲线分析,将这两个预测指标分类为移位或非移位。通过将这些预测结果与金标准(即临床 CT 扫描)进行比较,可以计算出准确性。为了确定哪种测量方法更准确地检测到移位,我们计算了两种测量方法之间的准确性差异。
使用引导抽样法和基于接收器工作特征的优化阈值标准,电极阻抗和接入电阻的移位检测准确率的 95%置信区间分别为 77.8%至 82.1%和 89.5%至 91.2%。最大接入电阻偏差的准确率显著大于最大电极阻抗偏差的准确率。接入电阻预测的移位位置与 CT 扫描结果显著相关。相比之下,电极阻抗没有观察到显著相关性。
对于 HiFocus Mid-Scala 电极阵列,电极阻抗和接入电阻均被证明是可靠的检测移位的指标。然而,接入电阻的准确性要高得多,并且还可以可靠地检测到移位的电极位置。电极阻抗与移位位置没有显著相关性。因此,测量接入电阻是检测电极阵列移位的推荐方法。这些测量可以为医生提供插入后的即时反馈,提高他们的手术技能,最终减少移位的数量。在未来,这种测量方法可能允许在插入过程中对电极阵列进行近乎实时的监测,有助于避免移位。