High-density electrical mapping

  • 文章类型: Journal Article
    背景:在寻找量化Rett综合征(RTT)神经功能的客观工具时,这对临床试验的疗效评估至关重要,使用事件相关电位(ERP)方法记录感官知觉功能已成为潜在的强大工具。大量工作指向RTT中高度异常的听觉诱发电位(AEP)。然而,用于得出这些度量的典型信号平均法的假设是潜在反应的“平稳性”-即对每个输入的神经反应是高度定型的。另一种可能性是对重复刺激的反应在RTT中是高度可变的。如果是,这将显著影响潜在神经功能障碍假设的有效性,并可能导致对潜在神经病理学的高估。为了评估这种可能性,在单次试验水平上进行分析,评估信噪比(SNR),试验间变异性(ITV)和试验间相位相干性(ITPC)是必要的。
    方法:从18个RTT和27个年龄匹配的对照(年龄:6-22岁)将AEP记录到简单的100Hz音调。我们采用标准AEP平均,以及单次试验水平的神经元可靠性度量(即SNR,ITV,ITPC)。为了将携带信号的分量与非神经噪声源分开,我们还应用了去噪源分离(DSS)算法,然后重复了可靠性措施。
    结果:ITV大幅增加,较低的SNR,在RTT参与者的听觉反应中观察到ITPC降低,支持“神经不可靠”账户。DSS技术的应用清楚地表明,非神经噪声源有助于高估RTT中处理缺陷的程度。后DSS,ITV措施大幅减少,如此之多,以至于不再检测到RTT和TD人群之间的DSS前ITV差异。在SNR和ITPC的情况下,DSS大大改善了RTT群体中的这些估计,但RTT和TD之间的强劲差异仍然非常明显。
    结论:为了使用ERP技术准确表示RTT中的神经功能障碍程度,强烈建议在单次试验水平上考虑响应可靠性。非神经性噪声源导致对RTT中病理处理程度的高估,信号处理过程中的去噪源分离技术大大改善了这个问题。
    BACKGROUND: In the search for objective tools to quantify neural function in Rett Syndrome (RTT), which are crucial in the evaluation of therapeutic efficacy in clinical trials, recordings of sensory-perceptual functioning using event-related potential (ERP) approaches have emerged as potentially powerful tools. Considerable work points to highly anomalous auditory evoked potentials (AEPs) in RTT. However, an assumption of the typical signal-averaging method used to derive these measures is \"stationarity\" of the underlying responses - i.e. neural responses to each input are highly stereotyped. An alternate possibility is that responses to repeated stimuli are highly variable in RTT. If so, this will significantly impact the validity of assumptions about underlying neural dysfunction, and likely lead to overestimation of underlying neuropathology. To assess this possibility, analyses at the single-trial level assessing signal-to-noise ratios (SNR), inter-trial variability (ITV) and inter-trial phase coherence (ITPC) are necessary.
    METHODS: AEPs were recorded to simple 100 Hz tones from 18 RTT and 27 age-matched controls (Ages: 6-22 years). We applied standard AEP averaging, as well as measures of neuronal reliability at the single-trial level (i.e. SNR, ITV, ITPC). To separate signal-carrying components from non-neural noise sources, we also applied a denoising source separation (DSS) algorithm and then repeated the reliability measures.
    RESULTS: Substantially increased ITV, lower SNRs, and reduced ITPC were observed in auditory responses of RTT participants, supporting a \"neural unreliability\" account. Application of the DSS technique made it clear that non-neural noise sources contribute to overestimation of the extent of processing deficits in RTT. Post-DSS, ITV measures were substantially reduced, so much so that pre-DSS ITV differences between RTT and TD populations were no longer detected. In the case of SNR and ITPC, DSS substantially improved these estimates in the RTT population, but robust differences between RTT and TD were still fully evident.
    CONCLUSIONS: To accurately represent the degree of neural dysfunction in RTT using the ERP technique, a consideration of response reliability at the single-trial level is highly advised. Non-neural sources of noise lead to overestimation of the degree of pathological processing in RTT, and denoising source separation techniques during signal processing substantially ameliorate this issue.
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  • 文章类型: Preprint
    在寻找量化Rett综合征(RTT)神经功能的客观工具时,这对临床试验的疗效评估至关重要,使用事件相关电位(ERP)方法记录感官知觉功能已成为潜在的强大工具。大量工作指向RTT中高度异常的听觉诱发电位(AEP)。然而,用于得出这些度量的典型信号平均法的假设是潜在反应的“平稳性”-即对每个输入的神经反应是高度定型的。另一种可能性是对重复刺激的反应在RTT中是高度可变的。如果是,这将显著影响潜在神经功能障碍假设的有效性,并可能导致对潜在神经病理学的高估。为了评估这种可能性,在单次试验水平上进行分析,评估信噪比(SNR),试验间变异性(ITV)和试验间相位相干性(ITPC)是必要的。
    AEP被记录到来自18个RTT和27个年龄匹配的对照(年龄:6-22岁)的简单100Hz音调。我们采用标准AEP平均,以及单次试验水平的神经元可靠性度量(即SNR,ITV,ITPC)。为了将携带信号的分量与非神经噪声源分开,我们还应用了去噪源分离(DSS)算法,然后重复了可靠性措施。
    ITV大幅增加,较低的SNR,在RTT参与者的听觉反应中观察到ITPC降低,支持“神经不可靠”账户。DSS技术的应用清楚地表明,非神经噪声源有助于高估RTT中处理缺陷的程度。后DSS,ITV措施大幅减少,如此之多,以至于不再检测到RTT和TD人群之间的DSS前ITV差异。在SNR和ITPC的情况下,DSS大大改善了RTT群体中的这些估计,但RTT和TD之间的强劲差异仍然非常明显。
    为了使用ERP技术准确表示RTT中的神经功能障碍程度,强烈建议在单次试验水平上考虑响应可靠性。非神经性噪声源导致对RTT中病理处理程度的高估,信号处理过程中的去噪源分离技术大大改善了这个问题。
    Background In the search for objective tools to quantify neural function in Rett Syndrome (RTT), which are crucial in the evaluation of therapeutic efficacy in clinical trials, recordings of sensory-perceptual functioning using event-related potential (ERP) approaches have emerged as potentially powerful tools. Considerable work points to highly anomalous auditory evoked potentials (AEPs) in RTT. However, an assumption of the typical signal-averaging method used to derive these measures is \"stationarity\" of the underlying responses - i.e. neural responses to each input are highly stereotyped. An alternate possibility is that responses to repeated stimuli are highly variable in RTT. If so, this will significantly impact the validity of assumptions about underlying neural dysfunction, and likely lead to overestimation of underlying neuropathology. To assess this possibility, analyses at the single-trial level assessing signal-to-noise ratios (SNR), inter-trial variability (ITV) and inter-trial phase coherence (ITPC) are necessary. Methods AEPs were recorded to simple 100Hz tones from 18 RTT and 27 age-matched controls (Ages: 6-22 years). We applied standard AEP averaging, as well as measures of neuronal reliability at the single-trial level (i.e. SNR, ITV, ITPC). To separate signal-carrying components from non-neural noise sources, we also applied a denoising source separation (DSS) algorithm and then repeated the reliability measures. Results Substantially increased ITV, lower SNRs, and reduced ITPC were observed in auditory responses of RTT participants, supporting a \"neural unreliability\" account. Application of the DSS technique made it clear that non-neural noise sources contribute to overestimation of the extent of processing deficits in RTT. Post-DSS, ITV measures were substantially reduced, so much so that pre-DSS ITV differences between RTT and TD populations were no longer detected. In the case of SNR and ITPC, DSS substantially improved these estimates in the RTT population, but robust differences between RTT and TD were still fully evident. Conclusions To accurately represent the degree of neural dysfunction in RTT using the ERP technique, a consideration of response reliability at the single-trial level is highly advised. Non-neural sources of noise lead to overestimation of the degree of pathological processing in RTT, and denoising source separation techniques during signal processing substantially ameliorate this issue.
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  • 文章类型: Preprint
    在寻找量化Rett综合征(RTT)神经功能的客观工具时,这对临床试验的疗效评估至关重要,使用事件相关电位(ERP)方法记录感官知觉功能已成为潜在的强大工具。大量工作指向RTT中高度异常的听觉诱发电位(AEP)。然而,用于得出这些度量的典型信号平均法的假设是潜在反应的“平稳性”-即对每个输入的神经反应是高度定型的。另一种可能性是对重复刺激的反应在RTT中是高度可变的。如果是,这将显著影响潜在神经功能障碍假设的有效性,并可能导致对潜在神经病理学的高估。为了评估这种可能性,在单次试验水平上进行分析,评估信噪比(SNR),试验间变异性(ITV)和试验间相位相干性(ITPC)是必要的。
    AEP被记录到来自18个RTT和27个年龄匹配的对照(年龄:6-22岁)的简单100Hz音调。我们采用标准AEP平均,以及单次试验水平的神经元可靠性度量(即SNR,ITV,ITPC)。为了将携带信号的分量与非神经噪声源分开,我们还应用了去噪源分离(DSS)算法,然后重复了可靠性措施。
    ITV大幅增加,较低的SNR,在RTT参与者的听觉反应中观察到ITPC降低,支持“神经不可靠”账户。DSS技术的应用清楚地表明,非神经噪声源有助于高估RTT中处理缺陷的程度。后DSS,ITV措施大幅减少,如此之多,以至于不再检测到RTT和TD人群之间的DSS前ITV差异。在SNR和ITPC的情况下,DSS大大改善了RTT群体中的这些估计,但RTT和TD之间的强劲差异仍然非常明显。
    为了使用ERP技术准确表示RTT中的神经功能障碍程度,强烈建议在单次试验水平上考虑响应可靠性。非神经性噪声源导致对RTT中病理处理程度的高估,信号处理过程中的去噪源分离技术大大改善了这个问题。
    UNASSIGNED: In the search for objective tools to quantify neural function in Rett Syndrome (RTT), which are crucial in the evaluation of therapeutic efficacy in clinical trials, recordings of sensory-perceptual functioning using event-related potential (ERP) approaches have emerged as potentially powerful tools. Considerable work points to highly anomalous auditory evoked potentials (AEPs) in RTT. However, an assumption of the typical signal-averaging method used to derive these measures is \"stationarity\" of the underlying responses - i.e. neural responses to each input are highly stereotyped. An alternate possibility is that responses to repeated stimuli are highly variable in RTT. If so, this will significantly impact the validity of assumptions about underlying neural dysfunction, and likely lead to overestimation of underlying neuropathology. To assess this possibility, analyses at the single-trial level assessing signal-to-noise ratios (SNR), inter-trial variability (ITV) and inter-trial phase coherence (ITPC) are necessary.
    UNASSIGNED: AEPs were recorded to simple 100Hz tones from 18 RTT and 27 age-matched controls (Ages: 6-22 years). We applied standard AEP averaging, as well as measures of neuronal reliability at the single-trial level (i.e. SNR, ITV, ITPC). To separate signal-carrying components from non-neural noise sources, we also applied a denoising source separation (DSS) algorithm and then repeated the reliability measures.
    UNASSIGNED: Substantially increased ITV, lower SNRs, and reduced ITPC were observed in auditory responses of RTT participants, supporting a \"neural unreliability\" account. Application of the DSS technique made it clear that non-neural noise sources contribute to overestimation of the extent of processing deficits in RTT. Post-DSS, ITV measures were substantially reduced, so much so that pre-DSS ITV differences between RTT and TD populations were no longer detected. In the case of SNR and ITPC, DSS substantially improved these estimates in the RTT population, but robust differences between RTT and TD were still fully evident.
    UNASSIGNED: To accurately represent the degree of neural dysfunction in RTT using the ERP technique, a consideration of response reliability at the single-trial level is highly advised. Non-neural sources of noise lead to overestimation of the degree of pathological processing in RTT, and denoising source separation techniques during signal processing substantially ameliorate this issue.
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  • 文章类型: Journal Article
    BACKGROUND: Over the typical course of Rett syndrome, initial language and communication abilities deteriorate dramatically between the ages of 1 and 4 years, and a majority of these children go on to lose all oral communication abilities. It becomes extremely difficult for clinicians and caretakers to accurately assess the level of preserved auditory functioning in these children, an issue of obvious clinical import. Non-invasive electrophysiological techniques allow for the interrogation of auditory cortical processing without the need for overt behavioral responses. In particular, the mismatch negativity (MMN) component of the auditory evoked potential (AEP) provides an excellent and robust dependent measure of change detection and auditory sensory memory. Here, we asked whether females with Rett syndrome would produce the MMN to occasional changes in pitch in a regularly occurring stream of auditory tones.
    METHODS: Fourteen girls with genetically confirmed Rett syndrome and 22 age-matched neurotypical controls participated (ages 3.9-21.1 years). High-density electrophysiological recordings from 64 scalp electrodes were made while participants passively listened to a regularly occurring stream of 503-Hz auditory tone pips that was occasionally (15 % of presentations) interrupted by a higher-pitched deviant tone of 996 Hz. The MMN was derived by subtracting the AEP to these deviants from the AEP produced to the standard.
    RESULTS: Despite clearly anomalous morphology and latency of the AEP to simple pure-tone inputs in Rett syndrome, the MMN response was evident in both neurotypicals and Rett patients. However, we found that the pitch-evoked MMN was both delayed and protracted in duration in Rett, pointing to slowing of auditory responsiveness.
    CONCLUSIONS: The presence of the MMN in Rett patients suggests preserved abilities to process pitch changes in auditory sensory memory. This work represents a beginning step in an effort to comprehensively map the extent of auditory cortical functioning in Rett syndrome. These easily obtained objective brain measures of auditory processing have promise as biomarkers against which future therapeutic efforts can be assayed.
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  • 文章类型: Journal Article
    Correlated sensory inputs coursing along the individual sensory processing hierarchies arrive at multisensory convergence zones in cortex where inputs are processed in an integrative manner. The exact hierarchical level of multisensory convergence zones and the timing of their inputs are still under debate, although increasingly, evidence points to multisensory integration (MSI) at very early sensory processing levels. While MSI is said to be governed by stimulus properties including space, time, and magnitude, violations of these rules have been documented. The objective of the current study was to determine, both psychophysically and electrophysiologically, whether differential visual-somatosensory (VS) integration patterns exist for stimuli presented to the same versus opposite hemifields. Using high-density electrical mapping and complementary psychophysical data, we examined multisensory integrative processing for combinations of visual and somatosensory inputs presented to both left and right spatial locations. We assessed how early during sensory processing VS interactions were seen in the event-related potential and whether spatial alignment of the visual and somatosensory elements resulted in differential integration effects. Reaction times to all VS pairings were significantly faster than those to the unisensory conditions, regardless of spatial alignment, pointing to engagement of integrative multisensory processing in all conditions. In support, electrophysiological results revealed significant differences between multisensory simultaneous VS and summed V + S responses, regardless of the spatial alignment of the constituent inputs. Nonetheless, multisensory effects were earlier in the aligned conditions, and were found to be particularly robust in the case of right-sided inputs (beginning at just 55 ms). In contrast to previous work on audio-visual and audio-somatosensory inputs, the current work suggests a degree of spatial specificity to the earliest detectable multisensory integrative effects in response to VS pairings.
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