Cargando…
Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study
Sympathovagal balance is important in the pathogenesis of hypertension and independently associated with mortality. We evaluated the value of automated analysis of cross-correlation baroreflex sensitivity (xBRS) and heart rate variability (HRV) and its relationship with clinical covariates in 13,326...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083154/ https://www.ncbi.nlm.nih.gov/pubmed/36683125 http://dx.doi.org/10.1007/s11517-023-02768-4 |
_version_ | 1785021446326583296 |
---|---|
author | Collard, D. Westerhof, B. E. Karemaker, J. M. Stok, W. J. Postema, P. G. Krediet, C. T. P. Vogt, L. van den Born, B. J. H. |
author_facet | Collard, D. Westerhof, B. E. Karemaker, J. M. Stok, W. J. Postema, P. G. Krediet, C. T. P. Vogt, L. van den Born, B. J. H. |
author_sort | Collard, D. |
collection | PubMed |
description | Sympathovagal balance is important in the pathogenesis of hypertension and independently associated with mortality. We evaluated the value of automated analysis of cross-correlation baroreflex sensitivity (xBRS) and heart rate variability (HRV) and its relationship with clinical covariates in 13,326 participants from the multi-ethnic HELIUS study. Finger blood pressure (BP) was continuously recorded, from which xBRS, standard deviation of normal-to-normal intervals (SDNN), and squared root of mean squared successive difference between normal-to-normal intervals (RMSDD) were determined. A subset of 3356 recordings > 300 s was used to derive the minimally required duration by comparing shortened to complete recordings, defined as intraclass correlation (ICC) > 0.90. For xBRS and SDNN, 120 s and 180 s were required (ICC 0.93); for RMSDD, 60 s (ICC 0.94) was sufficient. We included 10,252 participants (median age 46 years, 54% women) with a recording > 180 s for the regression. xBRS, SDNN, and RMSDD decreased linearly up to 50 years of age. For xBRS, there was a signification interaction with sex, with for every 10 years a decrease of 4.3 ms/mmHg (95%CI 4.0–4.6) for men and 5.9 ms/mmHg (95%CI 5.6–6.1) for women. Using splines, we observed sex-dependent nonlinearities in the relation with BP, waist-to-hip-ratio, and body mass index. Future studies can help unravel the dynamics of these relations and assess their predictive value. GRAPHICAL ABSTRACT: Panel 1 depicts automatic analysis and filtering of finger BP recordings, panel 2 depicts computation of xBRS from interpolated beat to beat data of systolic BP and interbeat interval, and (IBI) SDNN and RMSDD are computed directly from the filtered IBI dataset. Panel 3 depicts the results of large-scale analysis and relation of xBRS with age, sex, blood pressure and body mass index. [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11517-023-02768-4. |
format | Online Article Text |
id | pubmed-10083154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-100831542023-04-11 Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study Collard, D. Westerhof, B. E. Karemaker, J. M. Stok, W. J. Postema, P. G. Krediet, C. T. P. Vogt, L. van den Born, B. J. H. Med Biol Eng Comput Original Article Sympathovagal balance is important in the pathogenesis of hypertension and independently associated with mortality. We evaluated the value of automated analysis of cross-correlation baroreflex sensitivity (xBRS) and heart rate variability (HRV) and its relationship with clinical covariates in 13,326 participants from the multi-ethnic HELIUS study. Finger blood pressure (BP) was continuously recorded, from which xBRS, standard deviation of normal-to-normal intervals (SDNN), and squared root of mean squared successive difference between normal-to-normal intervals (RMSDD) were determined. A subset of 3356 recordings > 300 s was used to derive the minimally required duration by comparing shortened to complete recordings, defined as intraclass correlation (ICC) > 0.90. For xBRS and SDNN, 120 s and 180 s were required (ICC 0.93); for RMSDD, 60 s (ICC 0.94) was sufficient. We included 10,252 participants (median age 46 years, 54% women) with a recording > 180 s for the regression. xBRS, SDNN, and RMSDD decreased linearly up to 50 years of age. For xBRS, there was a signification interaction with sex, with for every 10 years a decrease of 4.3 ms/mmHg (95%CI 4.0–4.6) for men and 5.9 ms/mmHg (95%CI 5.6–6.1) for women. Using splines, we observed sex-dependent nonlinearities in the relation with BP, waist-to-hip-ratio, and body mass index. Future studies can help unravel the dynamics of these relations and assess their predictive value. GRAPHICAL ABSTRACT: Panel 1 depicts automatic analysis and filtering of finger BP recordings, panel 2 depicts computation of xBRS from interpolated beat to beat data of systolic BP and interbeat interval, and (IBI) SDNN and RMSDD are computed directly from the filtered IBI dataset. Panel 3 depicts the results of large-scale analysis and relation of xBRS with age, sex, blood pressure and body mass index. [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11517-023-02768-4. Springer Berlin Heidelberg 2023-01-23 2023 /pmc/articles/PMC10083154/ /pubmed/36683125 http://dx.doi.org/10.1007/s11517-023-02768-4 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Collard, D. Westerhof, B. E. Karemaker, J. M. Stok, W. J. Postema, P. G. Krediet, C. T. P. Vogt, L. van den Born, B. J. H. Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study |
title | Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study |
title_full | Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study |
title_fullStr | Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study |
title_full_unstemmed | Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study |
title_short | Automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the HELIUS study |
title_sort | automated analysis of finger blood pressure recordings provides insight in determinants of baroreflex sensitivity and heart rate variability—the helius study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083154/ https://www.ncbi.nlm.nih.gov/pubmed/36683125 http://dx.doi.org/10.1007/s11517-023-02768-4 |
work_keys_str_mv | AT collardd automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT westerhofbe automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT karemakerjm automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT stokwj automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT postemapg automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT kredietctp automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT vogtl automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy AT vandenbornbjh automatedanalysisoffingerbloodpressurerecordingsprovidesinsightindeterminantsofbaroreflexsensitivityandheartratevariabilitytheheliusstudy |