Linear and nonlinear analysis of heart rate variability in essential hypertensive patients
Chronic high blood pressure can cause damages to the cardiovascular system. Linear analysis of hypertensive’s interbeat intervals have shown a diminished heart rate variability. Recurrence quantification analysis allows the study of short, nonstationary time series. Although some studies have shown...
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Veröffentlicht in: | The European physical journal. ST, Special topics Special topics, 2022, Vol.231 (5), p.859-867 |
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description | Chronic high blood pressure can cause damages to the cardiovascular system. Linear analysis of hypertensive’s interbeat intervals have shown a diminished heart rate variability. Recurrence quantification analysis allows the study of short, nonstationary time series. Although some studies have shown an enhanced recurrence activity in the heart’s dynamics of hypertensive patients, there is a lack of research on essential hypertension under pharmacological treatment. We perform linear and nonlinear analyzes to study the heart rate variability (HRV) of eight hypertensive patients and eight normotensive people. Interbeat intervals series of 5 min were obtained for each participant in a sitting position. In the linear approach, we consider the mean heart rate (HR), the standard deviation of heart rate (SDHR), total power (TP), low (LF) and high (HF) spectrum frequencies of the fast Fourier transform. In the recurrence quantification analysis (RQA), we consider 12 measures. We found lower TP (ms
2
), LF (ms
2
) and HF (ms
2
) levels, but higher RQA values in the hypertensive group. These findings suggest a reduced HRV and an increased recurrence in the cardiac dynamic in the hypertensive sample. Also, we determined for each group, the Lyapunov exponent in the ECG recording to verify the hypothesis that heart activity is chaotic in normal conditions. We found that hypertensive group lost chaotic behavior, while the normotensive group had chaotic nature. |
doi_str_mv | 10.1140/epjs/s11734-021-00312-9 |
format | Article |
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2
), LF (ms
2
) and HF (ms
2
) levels, but higher RQA values in the hypertensive group. These findings suggest a reduced HRV and an increased recurrence in the cardiac dynamic in the hypertensive sample. Also, we determined for each group, the Lyapunov exponent in the ECG recording to verify the hypothesis that heart activity is chaotic in normal conditions. We found that hypertensive group lost chaotic behavior, while the normotensive group had chaotic nature.</description><identifier>ISSN: 1951-6355</identifier><identifier>EISSN: 1951-6401</identifier><identifier>DOI: 10.1140/epjs/s11734-021-00312-9</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Atomic ; Cardiovascular system ; Classical and Continuum Physics ; Complex Bio Rhythms ; Condensed Matter Physics ; Fast Fourier transformations ; Fourier transforms ; Heart rate ; Hypertension ; Intervals ; Liapunov exponents ; Linear analysis ; Materials Science ; Measurement Science and Instrumentation ; Molecular ; Nonlinear analysis ; Optical and Plasma Physics ; Physics ; Physics and Astronomy ; Regular Article ; Sitting position</subject><ispartof>The European physical journal. ST, Special topics, 2022, Vol.231 (5), p.859-867</ispartof><rights>The Author(s), under exclusive licence to EDP Sciences, Springer-Verlag GmbH Germany, part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to EDP Sciences, Springer-Verlag GmbH Germany, part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c264t-10692ff2054cacd676e2edb1ccbd885f246d98bf25d9e6b6ffe9a91e9a6edd793</citedby><cites>FETCH-LOGICAL-c264t-10692ff2054cacd676e2edb1ccbd885f246d98bf25d9e6b6ffe9a91e9a6edd793</cites><orcidid>0000-0002-7738-1863</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1140/epjs/s11734-021-00312-9$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1140/epjs/s11734-021-00312-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27922,27923,41486,42555,51317</link.rule.ids></links><search><creatorcontrib>Rojas-Vite, Gerardo</creatorcontrib><creatorcontrib>García-Muñoz, Valeria</creatorcontrib><creatorcontrib>Rodríguez-Torres, Erika E.</creatorcontrib><creatorcontrib>Mateos-Salgado, Erik L.</creatorcontrib><title>Linear and nonlinear analysis of heart rate variability in essential hypertensive patients</title><title>The European physical journal. ST, Special topics</title><addtitle>Eur. Phys. J. Spec. Top</addtitle><description>Chronic high blood pressure can cause damages to the cardiovascular system. Linear analysis of hypertensive’s interbeat intervals have shown a diminished heart rate variability. Recurrence quantification analysis allows the study of short, nonstationary time series. Although some studies have shown an enhanced recurrence activity in the heart’s dynamics of hypertensive patients, there is a lack of research on essential hypertension under pharmacological treatment. We perform linear and nonlinear analyzes to study the heart rate variability (HRV) of eight hypertensive patients and eight normotensive people. Interbeat intervals series of 5 min were obtained for each participant in a sitting position. In the linear approach, we consider the mean heart rate (HR), the standard deviation of heart rate (SDHR), total power (TP), low (LF) and high (HF) spectrum frequencies of the fast Fourier transform. In the recurrence quantification analysis (RQA), we consider 12 measures. We found lower TP (ms
2
), LF (ms
2
) and HF (ms
2
) levels, but higher RQA values in the hypertensive group. These findings suggest a reduced HRV and an increased recurrence in the cardiac dynamic in the hypertensive sample. Also, we determined for each group, the Lyapunov exponent in the ECG recording to verify the hypothesis that heart activity is chaotic in normal conditions. We found that hypertensive group lost chaotic behavior, while the normotensive group had chaotic nature.</description><subject>Atomic</subject><subject>Cardiovascular system</subject><subject>Classical and Continuum Physics</subject><subject>Complex Bio Rhythms</subject><subject>Condensed Matter Physics</subject><subject>Fast Fourier transformations</subject><subject>Fourier transforms</subject><subject>Heart rate</subject><subject>Hypertension</subject><subject>Intervals</subject><subject>Liapunov exponents</subject><subject>Linear analysis</subject><subject>Materials Science</subject><subject>Measurement Science and Instrumentation</subject><subject>Molecular</subject><subject>Nonlinear analysis</subject><subject>Optical and Plasma Physics</subject><subject>Physics</subject><subject>Physics and Astronomy</subject><subject>Regular Article</subject><subject>Sitting position</subject><issn>1951-6355</issn><issn>1951-6401</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkMtOwzAQRS0EEqXwDVhiHWo7iRMvUcVLqsQGNmwsJx5TV8EJHrdS_p6UUrFkM4-ruVeaQ8g1Z7ecF2wBwwYXyHmVFxkTPGMs5yJTJ2TGVckzWTB-epzzsjwnF4gbxkopVD4j7ysfwERqgqWhD91xM92IHmnv6HoSEo0mAd2Z6E3jO59G6gMFRAjJm46uxwFigoB-B3QwyU86XpIzZzqEq98-J28P96_Lp2z18vi8vFtlrZBFyjiTSjgnWFm0prWykiDANrxtG1vXpROFtKpunCitAtlI50AZxaciwdpK5XNyc8gdYv-1BUx602_j9AFqIauCiZyrerqqDldt7BEjOD1E_2niqDnTe5B6D1IfQOoJpP4Bqff59cGJkyN8QPzL_8_6DQ0dfKU</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Rojas-Vite, Gerardo</creator><creator>García-Muñoz, Valeria</creator><creator>Rodríguez-Torres, Erika E.</creator><creator>Mateos-Salgado, Erik L.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-7738-1863</orcidid></search><sort><creationdate>2022</creationdate><title>Linear and nonlinear analysis of heart rate variability in essential hypertensive patients</title><author>Rojas-Vite, Gerardo ; García-Muñoz, Valeria ; Rodríguez-Torres, Erika E. ; Mateos-Salgado, Erik L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c264t-10692ff2054cacd676e2edb1ccbd885f246d98bf25d9e6b6ffe9a91e9a6edd793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Atomic</topic><topic>Cardiovascular system</topic><topic>Classical and Continuum Physics</topic><topic>Complex Bio Rhythms</topic><topic>Condensed Matter Physics</topic><topic>Fast Fourier transformations</topic><topic>Fourier transforms</topic><topic>Heart rate</topic><topic>Hypertension</topic><topic>Intervals</topic><topic>Liapunov exponents</topic><topic>Linear analysis</topic><topic>Materials Science</topic><topic>Measurement Science and Instrumentation</topic><topic>Molecular</topic><topic>Nonlinear analysis</topic><topic>Optical and Plasma Physics</topic><topic>Physics</topic><topic>Physics and Astronomy</topic><topic>Regular Article</topic><topic>Sitting position</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rojas-Vite, Gerardo</creatorcontrib><creatorcontrib>García-Muñoz, Valeria</creatorcontrib><creatorcontrib>Rodríguez-Torres, Erika E.</creatorcontrib><creatorcontrib>Mateos-Salgado, Erik L.</creatorcontrib><collection>CrossRef</collection><jtitle>The European physical journal. ST, Special topics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rojas-Vite, Gerardo</au><au>García-Muñoz, Valeria</au><au>Rodríguez-Torres, Erika E.</au><au>Mateos-Salgado, Erik L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Linear and nonlinear analysis of heart rate variability in essential hypertensive patients</atitle><jtitle>The European physical journal. ST, Special topics</jtitle><stitle>Eur. Phys. J. Spec. Top</stitle><date>2022</date><risdate>2022</risdate><volume>231</volume><issue>5</issue><spage>859</spage><epage>867</epage><pages>859-867</pages><issn>1951-6355</issn><eissn>1951-6401</eissn><abstract>Chronic high blood pressure can cause damages to the cardiovascular system. Linear analysis of hypertensive’s interbeat intervals have shown a diminished heart rate variability. Recurrence quantification analysis allows the study of short, nonstationary time series. Although some studies have shown an enhanced recurrence activity in the heart’s dynamics of hypertensive patients, there is a lack of research on essential hypertension under pharmacological treatment. We perform linear and nonlinear analyzes to study the heart rate variability (HRV) of eight hypertensive patients and eight normotensive people. Interbeat intervals series of 5 min were obtained for each participant in a sitting position. In the linear approach, we consider the mean heart rate (HR), the standard deviation of heart rate (SDHR), total power (TP), low (LF) and high (HF) spectrum frequencies of the fast Fourier transform. In the recurrence quantification analysis (RQA), we consider 12 measures. We found lower TP (ms
2
), LF (ms
2
) and HF (ms
2
) levels, but higher RQA values in the hypertensive group. These findings suggest a reduced HRV and an increased recurrence in the cardiac dynamic in the hypertensive sample. Also, we determined for each group, the Lyapunov exponent in the ECG recording to verify the hypothesis that heart activity is chaotic in normal conditions. We found that hypertensive group lost chaotic behavior, while the normotensive group had chaotic nature.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1140/epjs/s11734-021-00312-9</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-7738-1863</orcidid></addata></record> |
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subjects | Atomic Cardiovascular system Classical and Continuum Physics Complex Bio Rhythms Condensed Matter Physics Fast Fourier transformations Fourier transforms Heart rate Hypertension Intervals Liapunov exponents Linear analysis Materials Science Measurement Science and Instrumentation Molecular Nonlinear analysis Optical and Plasma Physics Physics Physics and Astronomy Regular Article Sitting position |
title | Linear and nonlinear analysis of heart rate variability in essential hypertensive patients |
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