Analysis of interactions between cardiovascular oscillations for discrimination of early vascular disorders in arterial hypertension and type 2 diabetes
Objective: Early identification of blood flow regulation disturbances allows developing new diagnostic methods for the predictive and personalized medicine in cardiovascular diseases. Comprehensive analysis of interactions between cardiovascular oscillations was proposed to reveal vascular disorders in arterial hypertension (AH) and type 2 diabetes mellitus (T2DM) patients. Methods: Heart rate variability (HRV), forearm and foot skin blood flow (SBF) were registered simultaneously at rest and under postural exposure in controls, AH and T2DM patients. Spectral components of signals, group wavelet phase coherence (gWPC) and Spearman's rank correlations were evaluated. Receiver Operating Char-acteristic curve analysis was applied to reveal the most effective predictors of cardiovascular system state. Results: In patients, spectral amplitudes of foot SBF was lower in low and high frequency ranges at rest and under postural test than forearm SBF. In controls these parameters were lower only in high frequency ranges versus forearm. HRV spectral components were lower at rest in T2DM and under test in all patients. For all signal pairs gWPC decreased in low frequency interval at rest and during test in patients. Correlations were higher on forearm in AH and on foot in T2DM during test. gWPC and correlations were the most effective to distinguish patients from controls. Correlations had high discriminative power to differentiate AH and T2DM patients. Conclusion: Analysis of interactions between cardiovascular oscillations can be used as an effective instrument for clinical application in prognosis and diagnosis of early pathophysiological changes in cardiovascular system in response to various exposure and under different pathologies.
机构:
INEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, SpainINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Balague, Natalia
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Hristovski, Robert
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Almarcha, Maricarmen
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INEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, SpainINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Almarcha, Maricarmen
;
Garcia-Retortillo, Sergi
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INEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Univ Girona, Univ Sch Hlth & Sport EUSES, Girona, Spain
Boston Univ, Dept Phys, Keck Lab Network Physiol, 590 Commonwealth Ave, Boston, MA 02215 USAINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Garcia-Retortillo, Sergi
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Ivanov, Plamen Ch
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Boston Univ, Dept Phys, Keck Lab Network Physiol, 590 Commonwealth Ave, Boston, MA 02215 USA
Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USA
Bulgarian Acad Sci, Inst Solid State Phys, Sofia, BulgariaINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
机构:
Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Boston Univ, Dept Phys, Boston, MA 02215 USABar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Bartsch, Ronny P.
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Liu, Kang K. L.
论文数: 0引用数: 0
h-index: 0
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Boston Univ, Dept Phys, Boston, MA 02215 USA
Beth Israel Deaconess Med Ctr, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA 02115 USABar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Liu, Kang K. L.
;
Bashan, Amir
论文数: 0引用数: 0
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Harvard Univ, Sch Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USABar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Bashan, Amir
;
Ivanov, Plamen Ch.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Phys, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USA
Bulgarian Acad Sci, Inst Solid State Phys, BU-1784 Sofia, BulgariaBar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
机构:
INEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, SpainINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Balague, Natalia
;
论文数: 引用数:
h-index:
机构:
Hristovski, Robert
;
Almarcha, Maricarmen
论文数: 0引用数: 0
h-index: 0
机构:
INEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, SpainINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Almarcha, Maricarmen
;
Garcia-Retortillo, Sergi
论文数: 0引用数: 0
h-index: 0
机构:
INEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Univ Girona, Univ Sch Hlth & Sport EUSES, Girona, Spain
Boston Univ, Dept Phys, Keck Lab Network Physiol, 590 Commonwealth Ave, Boston, MA 02215 USAINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
Garcia-Retortillo, Sergi
;
Ivanov, Plamen Ch
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Phys, Keck Lab Network Physiol, 590 Commonwealth Ave, Boston, MA 02215 USA
Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USA
Bulgarian Acad Sci, Inst Solid State Phys, Sofia, BulgariaINEFC Univ Barcelona UB, Complex Syst Sport, Barcelona, Spain
机构:
Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Boston Univ, Dept Phys, Boston, MA 02215 USABar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Bartsch, Ronny P.
;
Liu, Kang K. L.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Phys, Boston, MA 02215 USA
Beth Israel Deaconess Med Ctr, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA 02115 USABar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Liu, Kang K. L.
;
Bashan, Amir
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USABar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
Bashan, Amir
;
Ivanov, Plamen Ch.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Phys, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USA
Bulgarian Acad Sci, Inst Solid State Phys, BU-1784 Sofia, BulgariaBar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel