Multifractal Analysis Reveals Decreased Non-linearity and Stronger Anticorrelations in Heart Period Fluctuations of Fibromyalgia Patients
To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects. Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female heal...
Saved in:
Published in | Frontiers in physiology Vol. 9; p. 1118 |
---|---|
Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Switzerland
Frontiers Media S.A
17.08.2018
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects.
Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female healthy subjects and 30 female patients with fibromyalgia during day and night periods.The multifractal changes as derived from the magnitude and sign analysis of these RR fluctuations were also assessed.
The RR fluctuations dynamics of healthy subjects showed a broad multifractal spectrum. By contrast, a noticeable decrease in multifractality and non-linearity was observed for patients with fibromyalgia. In addition, the spectra corresponding to FM subjects were located on the average to the right of the spectra of healthy individuals, indicating that the local scaling exponents reflect a smoother behavior compared to healthy dynamics. Moreover, the multifractal analysis as applied to the magnitude and sign heartbeat series confirmed that, in addition to a decreased nonlinearity, fibromyalgia patients presented stronger anticorrelation in directionality, which did not remain invariant for small or rather larger fluctuations as it occurred in healthy subjects.
When compared to healthy controls, fibromyalgia patients display decreased nonlinearity and stronger anticorrelations in heart period fluctuations. These findings reinforce the hypothesis of the potential role of the dysfunctional autonomic nervous system in the pathogenesis of fibromyalgia. |
---|---|
AbstractList | Objective: To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects.Methods: Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female healthy subjects and 30 female patients with fibromyalgia during day and night periods.The multifractal changes as derived from the magnitude and sign analysis of these RR fluctuations were also assessed.Results: The RR fluctuations dynamics of healthy subjects showed a broad multifractal spectrum. By contrast, a noticeable decrease in multifractality and non-linearity was observed for patients with fibromyalgia. In addition, the spectra corresponding to FM subjects were located on the average to the right of the spectra of healthy individuals, indicating that the local scaling exponents reflect a smoother behavior compared to healthy dynamics. Moreover, the multifractal analysis as applied to the magnitude and sign heartbeat series confirmed that, in addition to a decreased nonlinearity, fibromyalgia patients presented stronger anticorrelation in directionality, which did not remain invariant for small or rather larger fluctuations as it occurred in healthy subjects.Conclusion: When compared to healthy controls, fibromyalgia patients display decreased nonlinearity and stronger anticorrelations in heart period fluctuations. These findings reinforce the hypothesis of the potential role of the dysfunctional autonomic nervous system in the pathogenesis of fibromyalgia. To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects. Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female healthy subjects and 30 female patients with fibromyalgia during day and night periods.The multifractal changes as derived from the magnitude and sign analysis of these RR fluctuations were also assessed. The RR fluctuations dynamics of healthy subjects showed a broad multifractal spectrum. By contrast, a noticeable decrease in multifractality and non-linearity was observed for patients with fibromyalgia. In addition, the spectra corresponding to FM subjects were located on the average to the right of the spectra of healthy individuals, indicating that the local scaling exponents reflect a smoother behavior compared to healthy dynamics. Moreover, the multifractal analysis as applied to the magnitude and sign heartbeat series confirmed that, in addition to a decreased nonlinearity, fibromyalgia patients presented stronger anticorrelation in directionality, which did not remain invariant for small or rather larger fluctuations as it occurred in healthy subjects. When compared to healthy controls, fibromyalgia patients display decreased nonlinearity and stronger anticorrelations in heart period fluctuations. These findings reinforce the hypothesis of the potential role of the dysfunctional autonomic nervous system in the pathogenesis of fibromyalgia. Objective: To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects. Methods: Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female healthy subjects and 30 female patients with fibromyalgia during day and night periods.The multifractal changes as derived from the magnitude and sign analysis of these RR fluctuations were also assessed. Results: The RR fluctuations dynamics of healthy subjects showed a broad multifractal spectrum. By contrast, a noticeable decrease in multifractality and non-linearity was observed for patients with fibromyalgia. In addition, the spectra corresponding to FM subjects were located on the average to the right of the spectra of healthy individuals, indicating that the local scaling exponents reflect a smoother behavior compared to healthy dynamics. Moreover, the multifractal analysis as applied to the magnitude and sign heartbeat series confirmed that, in addition to a decreased nonlinearity, fibromyalgia patients presented stronger anticorrelation in directionality, which did not remain invariant for small or rather larger fluctuations as it occurred in healthy subjects. Conclusion: When compared to healthy controls, fibromyalgia patients display decreased nonlinearity and stronger anticorrelations in heart period fluctuations. These findings reinforce the hypothesis of the potential role of the dysfunctional autonomic nervous system in the pathogenesis of fibromyalgia. Objective: To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects. Methods: Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female healthy subjects and 30 female patients with fibromyalgia during day and night periods.The multifractal changes as derived from the magnitude and sign analysis of these RR fluctuations were also assessed. Results: The RR fluctuations dynamics of healthy subjects showed a broad multifractal spectrum. By contrast, a noticeable decrease in multifractality and non-linearity was observed for patients with fibromyalgia. In addition, the spectra corresponding to FM subjects were located on the average to the right of the spectra of healthy individuals, indicating that the local scaling exponents reflect a smoother behavior compared to healthy dynamics. Moreover, the multifractal analysis as applied to the magnitude and sign heartbeat series confirmed that, in addition to a decreased nonlinearity, fibromyalgia patients presented stronger anticorrelation in directionality, which did not remain invariant for small or rather larger fluctuations as it occurred in healthy subjects. Conclusion: When compared to healthy controls, fibromyalgia patients display decreased nonlinearity and stronger anticorrelations in heart period fluctuations. These findings reinforce the hypothesis of the potential role of the dysfunctional autonomic nervous system in the pathogenesis of fibromyalgia.Objective: To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched subjects. Methods: Multifractral detrended fluctuation analysis (MDFA) was used to study multifractality in heartbeat times-series from 30 female healthy subjects and 30 female patients with fibromyalgia during day and night periods.The multifractal changes as derived from the magnitude and sign analysis of these RR fluctuations were also assessed. Results: The RR fluctuations dynamics of healthy subjects showed a broad multifractal spectrum. By contrast, a noticeable decrease in multifractality and non-linearity was observed for patients with fibromyalgia. In addition, the spectra corresponding to FM subjects were located on the average to the right of the spectra of healthy individuals, indicating that the local scaling exponents reflect a smoother behavior compared to healthy dynamics. Moreover, the multifractal analysis as applied to the magnitude and sign heartbeat series confirmed that, in addition to a decreased nonlinearity, fibromyalgia patients presented stronger anticorrelation in directionality, which did not remain invariant for small or rather larger fluctuations as it occurred in healthy subjects. Conclusion: When compared to healthy controls, fibromyalgia patients display decreased nonlinearity and stronger anticorrelations in heart period fluctuations. These findings reinforce the hypothesis of the potential role of the dysfunctional autonomic nervous system in the pathogenesis of fibromyalgia. |
Author | Echeverría, Juan C. Martínez-Lavin, Manuel Martínez-Martínez, Laura A. Lerma, Claudia Infante, Oscar Guzmán-Vargas, Lev Reyes-Manzano, Cesar F. |
AuthorAffiliation | 1 Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas, Instituto Politécnico Nacional , Ciudad de Mexico , Mexico 4 Departamento de Reumatología, Instituto Nacional de Cardiología Ignacio Chávez , Ciudad de Mexico , Mexico 3 Departamento de Ingeniería Eléctrica, Universidad Autónoma Metropolitana Unidad Iztapalapa , Ciudad de Mexico , Mexico 2 Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez , Ciudad de Mexico , Mexico |
AuthorAffiliation_xml | – name: 2 Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez , Ciudad de Mexico , Mexico – name: 1 Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas, Instituto Politécnico Nacional , Ciudad de Mexico , Mexico – name: 3 Departamento de Ingeniería Eléctrica, Universidad Autónoma Metropolitana Unidad Iztapalapa , Ciudad de Mexico , Mexico – name: 4 Departamento de Reumatología, Instituto Nacional de Cardiología Ignacio Chávez , Ciudad de Mexico , Mexico |
Author_xml | – sequence: 1 givenname: Cesar F. surname: Reyes-Manzano fullname: Reyes-Manzano, Cesar F. – sequence: 2 givenname: Claudia surname: Lerma fullname: Lerma, Claudia – sequence: 3 givenname: Juan C. surname: Echeverría fullname: Echeverría, Juan C. – sequence: 4 givenname: Manuel surname: Martínez-Lavin fullname: Martínez-Lavin, Manuel – sequence: 5 givenname: Laura A. surname: Martínez-Martínez fullname: Martínez-Martínez, Laura A. – sequence: 6 givenname: Oscar surname: Infante fullname: Infante, Oscar – sequence: 7 givenname: Lev surname: Guzmán-Vargas fullname: Guzmán-Vargas, Lev |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30174611$$D View this record in MEDLINE/PubMed |
BookMark | eNp1Uk1rXCEUlZLSfO67Ki67eVP1fW8KIe00gbQNTQLdiU-vE4OjE_UF3k_ov47zkZIU6ka595xzPXoO0Z7zDhB6T8msLLv-k17dTXHGCO1mhFLavUEHtGmqglTs996L8z46ifGe5FURRgh9h_ZLQtuqofQA_fk-2mR0EDIJi0-dsFM0Ef-CRxA24i8gA4gICv_wrrDGgQgmTVg4ha9T8G4BIbOSkT4EsCIZ7yI2Dp9nYMJXEIxXeG5HmcZd02s8N0Pwy0nYhRH4KtfBpXiM3uo8Ek52-xG6nX-9OTsvLn9-uzg7vSxk1bBUgNC00YoyTUrWKk061bbZ2CB1p5uyk6qmBPp2qLJ3qqRSrAXVSEZ015NalUfoYqurvLjnq2CWIkzcC8M3BR8WPF_dSAtc9XToKqWh1rKqGRtKpqVQSom-17TXWevzVms1DktQMvsIwr4Sfd1x5o4v_CNvKGnbus0CH3cCwT-MEBNfmijBWuHAj5Ez0vdrH6zL0A8vZ_0d8vyXGdBsATL4GANoLk3aPHoebSynhK9zwze54evc8E1uMpH8Q3zW_i_lCYqky5E |
CitedBy_id | crossref_primary_10_1038_s41598_020_61617_8 crossref_primary_10_1016_j_chaos_2023_113600 crossref_primary_10_1016_j_reumae_2020_02_004 crossref_primary_10_1038_s41598_023_27581_9 crossref_primary_10_1016_j_pmn_2024_05_008 crossref_primary_10_1371_journal_pone_0306694 crossref_primary_10_1142_S0217979222400793 crossref_primary_10_1016_j_physa_2020_125633 crossref_primary_10_3390_biomedicines12081744 crossref_primary_10_3390_diagnostics12051135 crossref_primary_10_1103_PhysRevResearch_6_033276 crossref_primary_10_3390_e24081166 crossref_primary_10_1007_s10067_018_4300_2 crossref_primary_10_1007_s10072_023_06836_3 crossref_primary_10_1088_1361_6579_ab2b4a crossref_primary_10_1007_s11071_022_07202_2 crossref_primary_10_1016_j_reuma_2020_02_003 |
Cites_doi | 10.1017/S0022112074000711 10.1103/PhysRevLett.86.1900 10.1038/20924 10.1103/PhysRevE.67.052901 10.1017/CBO9781139170666 10.1093/hmg/ddi013 10.1016/j.physa.2004.01.042 10.1103/PhysRevE.79.041920 10.1007/s11517-009-0436-1 10.1016/j.nicl.2013.07.011 10.1002/1529-0131(199811)41:11h1966::AID-ART11i3.0.CO;2-O 10.3109/03009742.2015.1055299 10.1007/s003990070035 10.1142/S0218127494000204 10.1209/epl/i1999-00525-0 10.1103/PhysRevE.47.875 10.1016/0378-4371(94)00163-N 10.1137/1.9781611970104 10.1063/1.1615127 10.1152/ajpregu.00372.2007 10.1088/0967-3334/28/6/010 10.1073/pnas.012579499 10.1016/S0378-4371(02)01453-X 10.1103/PhysRevLett.74.3293 10.1186/ar3513 10.1016/S0378-4371(02)01383-3 10.1038/s41598-017-18657-4 10.1007/s11916-996-0012-4 10.1016/j.physbeh.2016.07.013 10.1209/epl/i1998-00366-3 10.1103/PhysRevE.89.032916 10.1007/BF01053588 10.1016/j.physa.2006.02.038 10.1111/j.1542-474X.2008.00215.x 10.1063/1.1395631 10.1142/S0219477511000661 10.1016/j.semarthrit.2007.04.003 10.1103/PhysRevLett.86.6026 10.1103/PhysRevE.49.1685 10.1016/j.physa.2004.09.019 10.1038/383323a0 10.1016/j.biopsycho.2009.06.004 10.1034/j.1399-3003.1999.14a34.x |
ContentType | Journal Article |
Copyright | Copyright © 2018 Reyes-Manzano, Lerma, Echeverría, Martínez-Lavin, Martínez-Martínez, Infante and Guzmán-Vargas. 2018 Reyes-Manzano, Lerma, Echeverría, Martínez-Lavin, Martínez-Martínez, Infante and Guzmán-Vargas |
Copyright_xml | – notice: Copyright © 2018 Reyes-Manzano, Lerma, Echeverría, Martínez-Lavin, Martínez-Martínez, Infante and Guzmán-Vargas. 2018 Reyes-Manzano, Lerma, Echeverría, Martínez-Lavin, Martínez-Martínez, Infante and Guzmán-Vargas |
DBID | AAYXX CITATION NPM 7X8 5PM DOA |
DOI | 10.3389/fphys.2018.01118 |
DatabaseName | CrossRef PubMed MEDLINE - Academic PubMed Central (Full Participant titles) DOAJ Open Access Full Text |
DatabaseTitle | CrossRef PubMed MEDLINE - Academic |
DatabaseTitleList | PubMed MEDLINE - Academic |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Anatomy & Physiology |
EISSN | 1664-042X |
ExternalDocumentID | oai_doaj_org_article_d91b84dfe5fc4522b32fcaddda99f19f PMC6107757 30174611 10_3389_fphys_2018_01118 |
Genre | Journal Article |
GroupedDBID | 53G 5VS 9T4 AAFWJ AAKDD AAYXX ACGFO ACGFS ACXDI ADBBV ADRAZ AENEX AFPKN ALMA_UNASSIGNED_HOLDINGS AOIJS BCNDV CITATION DIK EMOBN F5P GROUPED_DOAJ GX1 HYE KQ8 M48 M~E O5R O5S OK1 PGMZT RNS RPM IAO IEA IHR IHW IPNFZ ISR NPM RIG 7X8 5PM |
ID | FETCH-LOGICAL-c462t-eaf16fd12f0327df08d77402bcf8f638cd510e97b40421dcdd27ed6c20f8905d3 |
IEDL.DBID | M48 |
ISSN | 1664-042X |
IngestDate | Wed Aug 27 00:59:46 EDT 2025 Thu Aug 21 13:16:00 EDT 2025 Fri Jul 11 06:40:22 EDT 2025 Wed Feb 19 02:43:28 EST 2025 Tue Jul 01 04:18:29 EDT 2025 Thu Apr 24 22:59:12 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | complexity theory scaling fibromyalgia heart rate variability dysautonomia magnitude and sign analysis multifractaility |
Language | English |
License | This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c462t-eaf16fd12f0327df08d77402bcf8f638cd510e97b40421dcdd27ed6c20f8905d3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: Luis F. Ciria, Universidad de Granada, Spain; Pandelis Perakakis, Universidad Loyola Andalucía, Spain Edited by: Plamen Ch. Ivanov, Boston University, United States This article was submitted to Fractal Physiology, a section of the journal Frontiers in Physiology |
OpenAccessLink | http://journals.scholarsportal.info/openUrl.xqy?doi=10.3389/fphys.2018.01118 |
PMID | 30174611 |
PQID | 2099042128 |
PQPubID | 23479 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_d91b84dfe5fc4522b32fcaddda99f19f pubmedcentral_primary_oai_pubmedcentral_nih_gov_6107757 proquest_miscellaneous_2099042128 pubmed_primary_30174611 crossref_citationtrail_10_3389_fphys_2018_01118 crossref_primary_10_3389_fphys_2018_01118 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2018-08-17 |
PublicationDateYYYYMMDD | 2018-08-17 |
PublicationDate_xml | – month: 08 year: 2018 text: 2018-08-17 day: 17 |
PublicationDecade | 2010 |
PublicationPlace | Switzerland |
PublicationPlace_xml | – name: Switzerland |
PublicationTitle | Frontiers in physiology |
PublicationTitleAlternate | Front Physiol |
PublicationYear | 2018 |
Publisher | Frontiers Media S.A |
Publisher_xml | – name: Frontiers Media S.A |
References | Guzmán-Vargas (B19) 2003 Arneodo (B1); 74 Bojorges-Valdez (B7) 2007; 28 Schmitt (B48) 2007; 293 Muzy (B41) 1993; 47 Frisch (B15) 1985 Lee (B31) 2018; 8 Peña (B44) 2009; 47 Reyes-Lagos (B47) 2016; 165 Guzmán-Vargas (B18) 2003; 67 Feder (B13) 2013 Bunde (B8) 2012 Mandelbrot (B35) 1974; 62 Lerma (B32) 2011; 13 Martínez-Lavín (B38) 1998; 41 Muzy (B42) 1994; 4 Feder (B12) 1988 Hernández-Pérez (B21) 2011; 10 Martinez-Lavin (B39) 2008; 37 Ivanov (B25) 1998; 43 Ivanov (B26); 48 Bassingthwaighte (B6) 2013 Goldberger (B17) 2002; 99 Ivanov (B23); 399 Ivanov (B24) 2001; 11 Peng (B45) 1994; 49 Guzmán-Vargas (B20) 2005; 348 Perakakis (B46) 2009; 82 Martinez-Lavin (B37) 2004; 8 Wessel (B51) 2000; 11 Sergi (B49) 1999; 14 Meeus (B40) 2013 Frisch (B14) 1995 Kantelhardt (B29) 2002; 316 Ashkenazy (B3) 2002; 316 Bacry (B5) 1993; 70 Daubechies (B9) 1992 Makowiec (B34) 2006; 369 Lerma (B33) 2016; 45 Mandelbrot (B36) 1977 Nunes Amaral (B43) 2001; 86 Ashkenazy (B4) 2001; 86 Ivanov (B27) 2009; 79 Hu (B22) 2004; 337 Diatchenko (B10) 2004; 14 Ivanov (B28) 1996; 383 Galaska (B16) 2008; 13 Fallon (B11) 2013; 3 Arneodo (B2); 213 Kolmogorov (B30) 1941 Wang (B50) 2014; 89 |
References_xml | – volume-title: Fractal Physiology year: 2013 ident: B6 – volume: 62 start-page: 331 year: 1974 ident: B35 article-title: Intermittent turbulence in self-similar cascades: divergence of high moments and dimension of the carrier publication-title: J. Fluid Mech. doi: 10.1017/S0022112074000711 – volume: 86 start-page: 1900 year: 2001 ident: B4 article-title: Magnitude and sign correlations in heartbeat fluctuations publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.86.1900 – volume: 399 start-page: 461 ident: B23 article-title: Multifractality in human heartbeat dynamics publication-title: Nature doi: 10.1038/20924 – volume: 67 start-page: 052901 year: 2003 ident: B18 article-title: Simple model of the aging effect in heart interbeat time series publication-title: Phys. Rev. E Stat. Nonlin. Soft Matter Phys. doi: 10.1103/PhysRevE.67.052901 – volume-title: Turbulence: The Legacy of AN Kolmogorov year: 1995 ident: B14 doi: 10.1017/CBO9781139170666 – volume: 14 start-page: 135 year: 2004 ident: B10 article-title: Genetic basis for individual variations in pain perception and the development of a chronic pain condition publication-title: Hum. Mol. Genet. doi: 10.1093/hmg/ddi013 – volume: 337 start-page: 307 year: 2004 ident: B22 article-title: Non-random fluctuations and multi-scale dynamics regulation of human activity publication-title: Phys. A Stat. Mech. Appl. doi: 10.1016/j.physa.2004.01.042 – volume: 79 start-page: 041920 year: 2009 ident: B27 article-title: Levels of complexity in scale-invariant neural signals publication-title: Phys. Rev. E Stat. Nonlin. Soft Matter Phys. doi: 10.1103/PhysRevE.79.041920 – volume: 47 start-page: 709 year: 2009 ident: B44 article-title: Applying fractal analysis to short sets of heart rate variability data publication-title: Med. Biol. Eng. Comput. doi: 10.1007/s11517-009-0436-1 – volume: 3 start-page: 163 year: 2013 ident: B11 article-title: Structural alterations in brainstem of fibromyalgia syndrome patients correlate with sensitivity to mechanical pressure publication-title: Neuroimage Clin. doi: 10.1016/j.nicl.2013.07.011 – volume: 41 start-page: 1966 year: 1998 ident: B38 article-title: Circadian studies of autonomic nervous balance in patients with fibromyalgia: a heart rate variability analysis publication-title: Arthritis Rheumatol. doi: 10.1002/1529-0131(199811)41:11h1966::AID-ART11i3.0.CO;2-O – volume: 45 start-page: 151 year: 2016 ident: B33 article-title: Fibromyalgia beyond reductionism. Heart rhythm fractal analysis to assess autonomic nervous system resilience publication-title: Scand. J. Rheumatol. doi: 10.3109/03009742.2015.1055299 – volume-title: Fractals (Physics of Solids and Liquids) year: 1988 ident: B12 – start-page: 279 volume-title: Seminars in Arthritis and Rheumatism, Vol. 43 year: 2013 ident: B40 article-title: Heart rate variability in patients with fibromyalgia and patients with chronic fatigue syndrome: a systematic review – volume: 11 start-page: 159 year: 2000 ident: B51 article-title: Nonlinear analysis of complex phenomena in cardiological data publication-title: Herzschrittmacherther. Elektrophysiol. doi: 10.1007/s003990070035 – volume: 4 start-page: 245 year: 1994 ident: B42 article-title: The multifractal formalism revisited with wavelets publication-title: Int. J. Bifurcat. Chaos doi: 10.1142/S0218127494000204 – volume: 48 start-page: 594 ident: B26 article-title: Sleep-wake differences in scaling behavior of the human heartbeat: analysis of terrestrial and long-term space flight data publication-title: Europhys. Lett. doi: 10.1209/epl/i1999-00525-0 – volume: 47 start-page: 875 year: 1993 ident: B41 article-title: Multifractal formalism for fractal signals: the structure-function approach versus the wavelet-transform modulus-maxima method publication-title: Phys. Rev. E doi: 10.1103/PhysRevE.47.875 – volume: 213 start-page: 232 ident: B2 article-title: The thermodynamics of fractals revisited with wavelets publication-title: Phys. A doi: 10.1016/0378-4371(94)00163-N – volume-title: Ten Lectures on Wavelets year: 1992 ident: B9 doi: 10.1137/1.9781611970104 – start-page: 226 year: 2003 ident: B19 article-title: On fractal analysis of cardiac interbeat time series publication-title: AIP Conference Proceedings doi: 10.1063/1.1615127 – volume: 293 start-page: R1923 year: 2007 ident: B48 article-title: Fractal scale-invariant and nonlinear properties of cardiac dynamics remain stable with advanced age: a new mechanistic picture of cardiac control in healthy elderly publication-title: Am. J. Physiol. Regul. Integr. Compar. Physiol. doi: 10.1152/ajpregu.00372.2007 – volume: 28 start-page: 721 year: 2007 ident: B7 article-title: Scaling patterns of heart rate variability data publication-title: Physiol. Meas. doi: 10.1088/0967-3334/28/6/010 – volume: 99 start-page: 2466 year: 2002 ident: B17 article-title: Fractal dynamics in physiology: alterations with disease and aging publication-title: Proc. Natl. Acad. Sci. U.S.A. doi: 10.1073/pnas.012579499 – volume: 316 start-page: 662 year: 2002 ident: B3 article-title: A stochastic model of human gait dynamics publication-title: Phys. A doi: 10.1016/S0378-4371(02)01453-X – volume: 74 start-page: 3293 ident: B1 article-title: Characterizing long-range correlations in dna sequences from wavelet analysis publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.74.3293 – volume: 13 start-page: R185 year: 2011 ident: B32 article-title: Nocturnal heart rate variability parameters as potential fibromyalgia biomarker: correlation with symptoms severity publication-title: Arthritis Res. Ther. doi: 10.1186/ar3513 – volume: 316 start-page: 87 year: 2002 ident: B29 article-title: Multifractal detrended fluctuation analysis of nonstationary time series publication-title: Phys. A Stat. Mech. Appl. doi: 10.1016/S0378-4371(02)01383-3 – volume: 8 start-page: 243 year: 2018 ident: B31 article-title: Functional brain network mechanism of hypersensitivity in chronic pain publication-title: Sci. Rep. doi: 10.1038/s41598-017-18657-4 – volume: 8 start-page: 385 year: 2004 ident: B37 article-title: Fibromyalgia as a sympathetically maintained pain syndrome publication-title: Curr. Pain Headache Rep. doi: 10.1007/s11916-996-0012-4 – volume: 165 start-page: 223 year: 2016 ident: B47 article-title: Exogenous oxytocin reduces signs of sickness behavior and modifies heart rate fluctuations of endotoxemic rats publication-title: Physiol. Behav. doi: 10.1016/j.physbeh.2016.07.013 – volume-title: Fractals year: 2013 ident: B13 – start-page: 71 volume-title: Turbulence and Predictability in Geophysical Fluid Dynamics Climate Dynamics year: 1985 ident: B15 article-title: Fully developed turbulence and intermittency – volume: 43 start-page: 363 year: 1998 ident: B25 article-title: Stochastic feedback and the regulation of biological rhythms publication-title: Europhys. Lett. doi: 10.1209/epl/i1998-00366-3 – volume: 89 start-page: 032916 year: 2014 ident: B50 article-title: Multiscale multifractal analysis of traffic signals to uncover richer structures publication-title: Phys. Rev. E Stat. Nonlin. Soft Matter Phys. doi: 10.1103/PhysRevE.89.032916 – volume-title: The Local Structure of Turbulence in Incompressible Viscous Fluid for Very Large Reynolds Numbers. year: 1941 ident: B30 – volume: 70 start-page: 635 year: 1993 ident: B5 article-title: Singularity spectrum of fractal signals from wavelet analysis: exact results publication-title: J. Stat. Phys. doi: 10.1007/BF01053588 – volume: 369 start-page: 632 year: 2006 ident: B34 article-title: Long-range dependencies in heart rate signals-revisited publication-title: Phys. A Stat. Mech. Appl. doi: 10.1016/j.physa.2006.02.038 – volume: 13 start-page: 155 year: 2008 ident: B16 article-title: Comparison of wavelet transform modulus maxima and multifractal detrended fluctuation analysis of heart rate in patients with systolic dysfunction of left ventricle publication-title: Ann. Noninvasive Electrocardiol. doi: 10.1111/j.1542-474X.2008.00215.x – volume: 11 start-page: 641 year: 2001 ident: B24 article-title: From 1/f noise to multifractal cascades in heartbeat dynamics publication-title: Chaos doi: 10.1063/1.1395631 – volume: 10 start-page: 405 year: 2011 ident: B21 article-title: Differences in the stability of the heart interbeat rate during wake and sleep periods publication-title: Fluct. Noise Lett. doi: 10.1142/S0219477511000661 – volume: 37 start-page: 260 year: 2008 ident: B39 article-title: Hypothesis: the chaos and complexity theory may help our understanding of fibromyalgia and similar maladies publication-title: Semin. Arthritis Rheum. doi: 10.1016/j.semarthrit.2007.04.003 – volume-title: Fractals year: 1977 ident: B36 – volume: 86 start-page: 6026 year: 2001 ident: B43 article-title: Behavioral-independent features of complex heartbeat dynamics publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.86.6026 – volume-title: The Science of Disasters: Climate Disruptions, Heart Attacks, and Market Crashes year: 2012 ident: B8 – volume: 49 start-page: 1685 year: 1994 ident: B45 article-title: Mosaic organization of dna nucleotides publication-title: Phys. Rev. E doi: 10.1103/PhysRevE.49.1685 – volume: 348 start-page: 304 year: 2005 ident: B20 article-title: Influence of the loss of time-constants repertoire in pathologic heartbeat dynamics publication-title: Phys. A Stat. Mech. Appl. doi: 10.1016/j.physa.2004.09.019 – volume: 383 start-page: 323 year: 1996 ident: B28 article-title: Scaling behaviour of heartbeat intervals obtained by wavelet-based time-series analysis publication-title: Nature doi: 10.1038/383323a0 – volume: 82 start-page: 82 year: 2009 ident: B46 article-title: Breathing frequency bias in fractal analysis of heart rate variability publication-title: Biol. Psychol. doi: 10.1016/j.biopsycho.2009.06.004 – volume: 14 start-page: 203 year: 1999 ident: B49 article-title: Periodic breathing during sleep in patients affected by fibromyalgia syndrome publication-title: Eur. Respir. J. doi: 10.1034/j.1399-3003.1999.14a34.x |
SSID | ssj0000402001 |
Score | 2.2811794 |
Snippet | To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with healthy-matched... Objective: To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with... Objective: To characterize the multifractal behavior of the beat to beat heart-period or RR fluctuations in fibromyalgia patients (FM) in comparison with... |
SourceID | doaj pubmedcentral proquest pubmed crossref |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source |
StartPage | 1118 |
SubjectTerms | complexity theory dysautonomia heart rate variability magnitude and sign analysis multifractaility Physiology scaling |
SummonAdditionalLinks | – databaseName: DOAJ Open Access Full Text dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1RaxQxEA6lT30paq2e1RJBCn1Yb5PNXjaPrXocgqVUC31bspmkHlyzpXdX6E_wX3cmuz3uRPTF182GhMxM5ptk8g1jHxqv0M80NkNfCZmyQmSNsTqzZSik8YAYlR4nfzsbTS7V16vyaq3UF-WEdfTA3cINwYimUhB8GRyxfzeFDA6NEqwxQZhAuy_6vLVgKu3BFBbloruXxCjMDAOdFFAqV_WRyqtXG34o0fX_CWP-niq55nvGz9huDxr5STfZ52zLxxds7yRiwHzzwI94SuNM5-N77Fd6Uhvo8RN16TlH-IW_R0g4558TTJx74GdtzAhjWipfx20E_p2Oxa_9HfbCgahsR58ox6eRT_DHBT9HhW2Bj2dLenjSNbaBjzHoxqnY2fXU8vOOqnX-kl2Ov_z4NMn6eguZUyO5yLwNYhRAyJAXUkPIK0BwmMvGhSqgnTpAA_ZGNwotXYADkBql6WQeKpOXUOyz7dhG_5rx3HmJjRbBICjEhKZE2FI4ByqUIMtqwIZPq1-7noycamLMagxKSF51kldN8qqTvAbseNXjtiPi-Mu_pyTQ1X9EoZ0-oGLVvWLV_1KsAXv_pA41mhzdo9jo2yUNhC6cbtJxoFedeqyGwv1Sq5EQA6Y3FGdjLpstcfoz0XojkNW61G_-x-QP2A4tBx1-C_2WbS_ulv4doqdFc5gM5RHx9h-- priority: 102 providerName: Directory of Open Access Journals |
Title | Multifractal Analysis Reveals Decreased Non-linearity and Stronger Anticorrelations in Heart Period Fluctuations of Fibromyalgia Patients |
URI | https://www.ncbi.nlm.nih.gov/pubmed/30174611 https://www.proquest.com/docview/2099042128 https://pubmed.ncbi.nlm.nih.gov/PMC6107757 https://doaj.org/article/d91b84dfe5fc4522b32fcaddda99f19f |
Volume | 9 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LbxMxELagXLggaHmER2UkhMRh27X34fUBoVKIIqRWFRApt5XXY6eRghfyQPQn8K-Z8W4DQRESx8R2vPHM7HwzngdjLxqXo55pTIK6EpLcCJE02qjEFD6T2gFiVEpOPjsvR-P8w6SY_E6P7g9wudO0o35S48X86Me3qzco8K_J4kR9e-zJCUBRWtURdU6vbrJbqJcU9TM468F-fC-TqRT7IYuypOgLOenuLXf-yJaeiuX8d2HQv0Mp_9BNw7vsTg8q-UnHBffYDRf22cFJQIP6yxV_yWOYZ_SfH7CfMeXWU3IULelrkvCP7jtCxiV_F2Hk0gE_b0NCGNRQeztuAvBP5DafugWuwo2orUcfSMdngY9w4opfIEO3wIfzNSWmdIOt50M0yvFRzHw6M_yiK-W6vM_Gw_efT0dJ348hsXkpV4kzXpQehPRpJhX4tAIEj6lsrK88yrEFFHCnVZPj2QqwAFIhta1MfaXTArIHbC-0wT1iPLVO4qBBsAg5YkZdIKzJrIXcFyCLasCOr0-_tn2xcuqZMa_RaCF61ZFeNdGrjvQasFebFV-7Qh3_mPuWCLqZRyW24xftYlr3EluDFk2Vg3eFt1R2vsmkt6gNwGjthfYD9vyaHWoUSbpnMcG1a9oIVTzdtONGDzv22GyF71OVl0IMmNpinK1n2R4Js8tY9huBrlKFevwff_QJu00fyAcu1FO2t1qs3TMEUavmMDofDqOE_AIl1R_4 |
linkProvider | Scholars Portal |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Multifractal+Analysis+Reveals+Decreased+Non-linearity+and+Stronger+Anticorrelations+in+Heart+Period+Fluctuations+of+Fibromyalgia+Patients&rft.jtitle=Frontiers+in+physiology&rft.au=Reyes-Manzano%2C+Cesar+F.&rft.au=Lerma%2C+Claudia&rft.au=Echeverr%C3%ADa%2C+Juan+C.&rft.au=Mart%C3%ADnez-Lavin%2C+Manuel&rft.date=2018-08-17&rft.issn=1664-042X&rft.eissn=1664-042X&rft.volume=9&rft_id=info:doi/10.3389%2Ffphys.2018.01118&rft.externalDBID=n%2Fa&rft.externalDocID=10_3389_fphys_2018_01118 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1664-042X&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1664-042X&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1664-042X&client=summon |