Frequency domain analysis of photoplethysmographic and arterial pressure waveforms for assessing hemodynamics in children with congenital heart surgery.

IF 4.2 4区 医学 Q1 ANESTHESIOLOGY
Korean Journal of Anesthesiology Pub Date : 2024-04-01 Epub Date: 2024-01-11 DOI:10.4097/kja.23433
Hwa-Young Jang, In-Kyung Song, Sung-Hoon Kim, Won-Jung Shin
{"title":"Frequency domain analysis of photoplethysmographic and arterial pressure waveforms for assessing hemodynamics in children with congenital heart surgery.","authors":"Hwa-Young Jang, In-Kyung Song, Sung-Hoon Kim, Won-Jung Shin","doi":"10.4097/kja.23433","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Time-domain parameters are less reliable in children due to increased arterial and chest wall compliance. We assessed the ability of indices derived from frequency analysis of photoplethysmography (PPG) and arterial blood pressure (ABP) waveforms to predict the hemodynamic state in children undergoing congenital heart surgery.</p><p><strong>Methods: </strong>We analyzed waveforms after cardiopulmonary bypass period in 76 children who underwent total repair of congenital heart disease. Amplitude density of baseline and amplitude modulation in PPG and ABP by respiratory frequency were obtained using fast Fourier transform analysis and normalized by cardiac pulse height (representing respiratory modulations in venous blood [PPG-DC%] and in amplitude [PPG-AC%] at respiratory frequency). The ratio of amplitude density of PPG at the cardiac frequency (CF) to ABP-CF was used to assess vascular compliance. We assessed volume replacement (ml/kg) and vasoactive inotropic score (VIS).</p><p><strong>Results: </strong>Children requiring volume replacement > 10 ml/kg (15.8%) showed higher PPG-DC% than those not requiring it (median: 52.4%, 95% CI [24.8, 295.1] vs. 36.7% [10.7, 125.7], P = 0.017). In addition, children with a VIS > 7 (22.4%) showed higher PPG-CF/ABP-CF (3.6 [0.91, 10.8] vs. 1.2 [0.27, 5.5], P = 0.008). On receiver operating characteristic curve analysis, PPG-DC% predicted a higher fluid requirement (area under the curve: 0.71, 95% CI [0.604, 0.816], P = 0.009), while PPG-CF/ABP-CF predicted a higher VIS (0.714, [0.599, 0.812], P = 0.004).</p><p><strong>Conclusions: </strong>Frequency domain analysis of PPG and ABP may assess hemodynamic status requiring fluid or vasoactive inotropic therapy after congenital heart surgery.</p>","PeriodicalId":17855,"journal":{"name":"Korean Journal of Anesthesiology","volume":" ","pages":"205-216"},"PeriodicalIF":4.2000,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10982536/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Korean Journal of Anesthesiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4097/kja.23433","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/11 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ANESTHESIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Time-domain parameters are less reliable in children due to increased arterial and chest wall compliance. We assessed the ability of indices derived from frequency analysis of photoplethysmography (PPG) and arterial blood pressure (ABP) waveforms to predict the hemodynamic state in children undergoing congenital heart surgery.

Methods: We analyzed waveforms after cardiopulmonary bypass period in 76 children who underwent total repair of congenital heart disease. Amplitude density of baseline and amplitude modulation in PPG and ABP by respiratory frequency were obtained using fast Fourier transform analysis and normalized by cardiac pulse height (representing respiratory modulations in venous blood [PPG-DC%] and in amplitude [PPG-AC%] at respiratory frequency). The ratio of amplitude density of PPG at the cardiac frequency (CF) to ABP-CF was used to assess vascular compliance. We assessed volume replacement (ml/kg) and vasoactive inotropic score (VIS).

Results: Children requiring volume replacement > 10 ml/kg (15.8%) showed higher PPG-DC% than those not requiring it (median: 52.4%, 95% CI [24.8, 295.1] vs. 36.7% [10.7, 125.7], P = 0.017). In addition, children with a VIS > 7 (22.4%) showed higher PPG-CF/ABP-CF (3.6 [0.91, 10.8] vs. 1.2 [0.27, 5.5], P = 0.008). On receiver operating characteristic curve analysis, PPG-DC% predicted a higher fluid requirement (area under the curve: 0.71, 95% CI [0.604, 0.816], P = 0.009), while PPG-CF/ABP-CF predicted a higher VIS (0.714, [0.599, 0.812], P = 0.004).

Conclusions: Frequency domain analysis of PPG and ABP may assess hemodynamic status requiring fluid or vasoactive inotropic therapy after congenital heart surgery.

评估先天性心脏病手术患儿血液动力学的光电血压和动脉压波形频域分析。
背景:由于动脉和胸壁顺应性增加,时域参数在儿童中的可靠性较低。我们评估了通过光电血压计(PPG)和动脉血压(ABP)波形的频率分析得出的指数预测先天性心脏病手术患儿血液动力学状态的能力:我们分析了 76 名接受先天性心脏病全修复手术的儿童在心肺旁路术后的波形。通过快速傅立叶变换分析获得了 PPG 和 ABP 的基线振幅密度和随呼吸频率变化的振幅调制,并以心脏脉搏高度归一化(代表呼吸频率下静脉血[PPG-DC%]和振幅[PPG-AC%]的呼吸调制)。心脏频率 (CF) 下的 PPG 振幅密度与 ABP-CF 之比用于评估血管顺应性。我们评估了容量补充量(ml/kg)和血管活性肌力评分(VIS):结果:与不需要容量替代的儿童相比,需要容量替代大于 10 毫升/千克的儿童(15.8%)显示出更高的 PPG-DC% (中位数 52.4% [95% CI, 24.8-295.1] vs. 36.7% [10.7-125.7], P = 0.017)。此外,VIS>7(22.4%)的儿童显示出更高的 PPG-CF / ABP-CF(3.6 [0.91-10.8] vs. 1.2 [0.27-5.5],P = 0.008)。根据接收者操作特征曲线分析,PPG-DC% 预测的液体需求量更高(曲线下面积:0.71,95% CI 0.604-0.816,P = 0.009),而 PPG-CF / ABP-CF 预测的 VIS 更高(0.714,0.599-0.812,P = 0.004):结论:PPG 和 ABP 的频域分析可评估先天性心脏病手术后需要输液或血管活性肌力治疗的血流动力学状态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.20
自引率
6.90%
发文量
84
审稿时长
16 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信