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脊髓刺激电极的心脏传感:一种用于疼痛和健康状况的有前景的设备上潜在生物标志物。

Cardiac sensing at a spinal cord stimulation lead: a promising on-device potential biomarker for pain and wellbeing.

作者信息

Brinda AnneMarie K, Goudman Lisa, Moens Maarten, Hincapie Juan, Dinsmoor David A, Litvak Leonid M, Straka Małgorzata

机构信息

Medtronic, Minneapolis, MN, United States.

STIMULUS Research Group, Vrije Universiteit Brussel, Brussels, Belgium.

出版信息

Front Physiol. 2024 Aug 12;15:1342983. doi: 10.3389/fphys.2024.1342983. eCollection 2024.

DOI:10.3389/fphys.2024.1342983
PMID:39189030
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11345370/
Abstract

In the search for objective measures of therapeutic outcomes for patients with spinal cord stimulation (SCS) devices, various metrics of cardiac performance have been linked to pain as well as overall health. To track such measures at home, recent studies have incorporated wearables to monitor cardiac activity over months or years. The drawbacks to wearables, such as patient compliance, would be obviated by on-device sensing that incorporates the SCS lead. This study sought to evaluate the feasibility of using SCS leads to record cardiac electrograms. The quality of signals sensed by externalized, percutaneous leads in the thoracic spine of 10 subjects at the end of their SCS trial were characterized across various electrode configurations and postures by detecting R-peaks and calculating signal-to-noise ratio (SNR). In a subset of 5 subjects, cardiac metrics were then compared to those measured simultaneously with a wearable. The average signal quality was acceptable for R-peak detection (i.e., SNR > 5) for all configurations and positions across all 10 subjects, with higher signal quality achieved when recording in resting positions. Notably, the spinal lead recordings enabled more reliable beat detection compared to the wearable ( = 29 recording pairs; < 0.001). When excluding wearable recordings with over 35% missed beats, the inter-beat intervals across devices were highly correlated ( = 22 recording pairs; Pearson correlation: R = 0.99, < 0.001). Further comparisons in these aligned wearable and corresponding spinal-lead recordings revealed significant differences in the frequency domain metrics (i.e., absolute and normalized high and low frequency HRV power, < 0.05), but not in time domain HRV parameters. The ability of an implanted SCS system to record electrocardiograms, as demonstrated here, could provide the basis of automated SCS therapy by tracking potential biomarkers of the patient's overall health state without the need for additional external devices.

摘要

在寻找脊髓刺激(SCS)设备患者治疗效果的客观指标时,各种心脏性能指标已与疼痛以及整体健康状况相关联。为了在家中跟踪这些指标,最近的研究采用了可穿戴设备来监测数月或数年的心脏活动。可穿戴设备的缺点,如患者依从性问题,可通过结合SCS导线的设备内传感来消除。本研究旨在评估使用SCS导线记录心脏电图的可行性。通过检测R波峰并计算信噪比(SNR),对10名受试者在SCS试验结束时胸椎外置经皮导线所感测信号的质量,在各种电极配置和姿势下进行了表征。在5名受试者的子集中,然后将心脏指标与同时使用可穿戴设备测量的指标进行比较。对于所有10名受试者的所有配置和位置,R波峰检测的平均信号质量是可接受的(即SNR>5),在静息位置记录时信号质量更高。值得注意的是,与可穿戴设备相比,脊髓导线记录能够实现更可靠的心跳检测( = 29对记录; < 0.001)。当排除漏搏超过35%的可穿戴设备记录时,各设备间的心搏间期高度相关( = 22对记录;Pearson相关性:R = 0.99, < 0.001)。在这些对齐的可穿戴设备和相应的脊髓导线记录中的进一步比较显示,频域指标(即绝对和归一化的高频和低频心率变异性功率, < 0.05)存在显著差异,但时域心率变异性参数无显著差异。如本文所示,植入式SCS系统记录心电图的能力可为自动SCS治疗提供基础,通过跟踪患者整体健康状态的潜在生物标志物,而无需额外的外部设备。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/18f8/11345370/98d39e083196/fphys-15-1342983-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/18f8/11345370/e2911ffe9cf4/fphys-15-1342983-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/18f8/11345370/98d39e083196/fphys-15-1342983-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/18f8/11345370/e2911ffe9cf4/fphys-15-1342983-g001.jpg
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本文引用的文献

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Objective wearable measures correlate with self-reported chronic pain levels in people with spinal cord stimulation systems.客观的可穿戴测量指标与脊髓刺激系统患者自我报告的慢性疼痛水平相关。
NPJ Digit Med. 2023 Aug 15;6(1):146. doi: 10.1038/s41746-023-00892-x.
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Can heart rate variability data from the Apple Watch electrocardiogram quantify stress?Apple Watch 心电图的心率变异性数据能否量化压力?
Front Public Health. 2023 Jul 5;11:1178491. doi: 10.3389/fpubh.2023.1178491. eCollection 2023.
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Heart rate variability is not suitable as a surrogate marker for pain intensity in patients with chronic pain.
心率变异性不适用于作为慢性疼痛患者疼痛强度的替代标志物。
Pain. 2023 Aug 1;164(8):1741-1749. doi: 10.1097/j.pain.0000000000002868. Epub 2023 Jan 19.
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Holistic Treatment Response: An International Expert Panel Definition and Criteria for a New Paradigm in the Assessment of Clinical Outcomes of Spinal Cord Stimulation.整体治疗反应:脊髓刺激临床结果评估新范式的国际专家小组定义及标准
Neuromodulation. 2023 Jul;26(5):1015-1022. doi: 10.1016/j.neurom.2022.11.011. Epub 2023 Jan 4.
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The association between short-term, chronic localized and chronic widespread pain and risk for cardiovascular disease in the UK Biobank.英国生物库中短期、慢性局部和慢性广泛疼痛与心血管疾病风险之间的关联。
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Gradation of Clinical Holistic Response as New Composite Outcome to Evaluate Success in Spinal Cord Stimulation Studies for Pain.将临床整体反应分级作为评估脊髓刺激治疗疼痛研究成功与否的新综合结局指标。
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