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Sparacino L, Antonacci Y, Barà C, Švec D, Javorka M, Faes L. A method to assess linear self-predictability of physiologic processes in the frequency domain: application to beat-to-beat variability of arterial compliance. FRONTIERS IN NETWORK PHYSIOLOGY 2024; 4:1346424. [PMID: 38638612 PMCID: PMC11024367 DOI: 10.3389/fnetp.2024.1346424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 03/19/2024] [Indexed: 04/20/2024]
Abstract
The concept of self-predictability plays a key role for the analysis of the self-driven dynamics of physiological processes displaying richness of oscillatory rhythms. While time domain measures of self-predictability, as well as time-varying and local extensions, have already been proposed and largely applied in different contexts, they still lack a clear spectral description, which would be significantly useful for the interpretation of the frequency-specific content of the investigated processes. Herein, we propose a novel approach to characterize the linear self-predictability (LSP) of Gaussian processes in the frequency domain. The LSP spectral functions are related to the peaks of the power spectral density (PSD) of the investigated process, which is represented as the sum of different oscillatory components with specific frequency through the method of spectral decomposition. Remarkably, each of the LSP profiles is linked to a specific oscillation of the process, and it returns frequency-specific measures when integrated along spectral bands of physiological interest, as well as a time domain self-predictability measure with a clear meaning in the field of information theory, corresponding to the well-known information storage, when integrated along the whole frequency axis. The proposed measure is first illustrated in a theoretical simulation, showing that it clearly reflects the degree and frequency-specific location of predictability patterns of the analyzed process in both time and frequency domains. Then, it is applied to beat-to-beat time series of arterial compliance obtained in young healthy subjects. The results evidence that the spectral decomposition strategy applied to both the PSD and the spectral LSP of compliance identifies physiological responses to postural stress of low and high frequency oscillations of the process which cannot be traced in the time domain only, highlighting the importance of computing frequency-specific measures of self-predictability in any oscillatory physiologic process.
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Affiliation(s)
- Laura Sparacino
- Department of Engineering, University of Palermo, Palermo, Italy
| | - Yuri Antonacci
- Department of Engineering, University of Palermo, Palermo, Italy
| | - Chiara Barà
- Department of Engineering, University of Palermo, Palermo, Italy
| | - Dávid Švec
- Department of Physiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Michal Javorka
- Department of Physiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Luca Faes
- Department of Engineering, University of Palermo, Palermo, Italy
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Fois M, Ridolfi L, Scarsoglio S. Arterial wave dynamics preservation upon orthostatic stress: a modelling perspective. ROYAL SOCIETY OPEN SCIENCE 2023; 10:221257. [PMID: 36866075 PMCID: PMC9974293 DOI: 10.1098/rsos.221257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 02/08/2023] [Indexed: 06/18/2023]
Abstract
Pressure-flow travelling waves are a key topic for understanding arterial haemodynamics. However, wave transmission and reflection processes induced by body posture changes have not been thoroughly explored yet. Current in vivo research has shown that the amount of wave reflection detected at a central level (ascending aorta, aortic arch) decreases during tilting to the upright position, despite the widely proved stiffening of the cardiovascular system. It is known that the arterial system is optimized when in the supine position, i.e. propagation of direct waves is enabled and reflected waves are trapped, protecting the heart; however, it is not known whether this is preserved with postural changes. To shed light on these aspects, we propose a multi-scale modelling approach to inquire into posture-induced arterial wave dynamics elicited by simulated head-up tilting. In spite of remarkable adaptation of the human vasculature following posture changes, our analysis shows that, upon tilting from supine to upright: (i) vessel lumens at arterial bifurcations remain well matched in the forward direction, (ii) wave reflection at central level is reduced due to the backward propagation of weakened pressure waves produced by cerebral autoregulation, and (iii) backward wave trapping is preserved.
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Affiliation(s)
- Matteo Fois
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy
| | - Luca Ridolfi
- Department of Environmental, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy
| | - Stefania Scarsoglio
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy
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Gómez-Choco M, Mena L, Font MÀ, Mengual JJ, Garcia-Sanchez SM, Avellaneda C, Montull C, Castrillo L, Blanch P, Lleixa M, Martín-Baranera M, Armario P. NT-proBNP, cerebral small vessel disease and cardiac function in patients with a recent lacunar infarct. J Hum Hypertens 2023; 37:62-67. [PMID: 35013570 DOI: 10.1038/s41371-021-00648-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 01/31/2023]
Abstract
NT-proBNP is produced from both atria and ventricles and it is increased in patients with cardiac disease. NT-proBNP is also associated with cerebral small vessel disease(cSVD) but there are no studies that had carried out a systematic evaluation of cardiac function in this specific setting. We conducted a prospective observational study in 100 patients within 30 days after a recent lacunar infarct by means of brain MRI, 24 h ambulatory blood pressure monitoring, transthoracic echocardiography, and plasmatic NT-proBNP. Global cSVD burden was quantified using a validated visual score (0 to 4) and dichotomized into 2 groups (0-2 or 3-4). Age (73.8 vs 63.5 years) and NT-proBNP (156 vs 76 pg/ml) were increased in patients with SVD 3-4, while daytime augmentation index normalized for the heart rate of 75 bpm (AIx75) (22.5 vs 25.6%) was decreased. The proportion of patients with left atrial enlargement, left ventricular hypertrophy, or septal e' velocity <7 cm/s was not different between both groups. NT-proBNP was increased in patients with left atrial enlargement (126 vs 88 pg/ml). In multivariate analysis, age (OR 1.129 CI 95% 1.054-1.209), daytime AIx75 (OR 0.91 CI 95% 0.84-0.987,) and NT-proBNP (OR 1.007 CI 95% 1.001-1.012,) were independently associated with cSVD score 3-4. In conclusion, as well as in other patients with cSVD we found an association between NT-proBNP and cSVD. This association was independent of cardiac function.
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Affiliation(s)
- Manuel Gómez-Choco
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain. .,Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.
| | - Luis Mena
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Maria Àngels Font
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain.,Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Juan José Mengual
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Sonia Maria Garcia-Sanchez
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain.,Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Carla Avellaneda
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Caterina Montull
- Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.,Radiology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Laura Castrillo
- Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.,Radiology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Pedro Blanch
- Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.,Cardiology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Mercè Lleixa
- Neurology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain
| | - Montserrat Martín-Baranera
- Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.,Epidemiology Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain.,Universitat Autónoma de Barcelona, Barcelona, Spain
| | - Pedro Armario
- Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.,Internal Medicine Department, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Spain.,Universitat de Barcelona, Barcelona, Spain
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SVEC D, CZIPPELOVA B, CERNANOVA KROHOVA J, MAZGUTOVA N, WISZT R, TURIANIKOVA Z, MATUSKOVA L, JAVORKA M. Short-Term Arterial Compliance Changes in the Context of Systolic Blood Pressure Influence. Physiol Res 2021; 70:S339-S348. [DOI: 10.33549/physiolres.934838] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Arterial compliance (C) is a complex parameter influencing ventricular-arterial coupling depending on structural (arterial wall remodeling) and functional (blood pressure, smooth muscles tone) changes. Based on Windkessel model, C can be calculated as the ratio of a time constant Tau characterizing diastolic blood pressure decay and total peripheral resistance (TPR). The aim of this study was to assess changes of C in the context of systolic arterial pressure (SAP) perturbations during four physiological states (supine rest, head-up tilt, supine recovery, mental arithmetic). In order to compare pressure independent changes of C a new index of C120 was proposed predicting C value at 120 mm Hg of SAP. Eighty-one healthy young subjects (48 f, average age 18.6 years) were examined. Hemodynamic parameters were measured beat-to-beat using volume-clamp photoplethysmographic method and impedance cardiography. We observed that C was strongly related to SAP values on the beat-to-beat time scale. Interestingly, C120 decreased significantly during stress phases. In conclusion, potential changes of SAP should be considered when measuring C. Arterial compliance changes in the opposite direction to TPR pointing towards influence of vascular tone changes on its value.
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Affiliation(s)
- D SVEC
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - B CZIPPELOVA
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - Jana CERNANOVA KROHOVA
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - N MAZGUTOVA
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - R WISZT
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - Z TURIANIKOVA
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - L MATUSKOVA
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
| | - M JAVORKA
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovak Republic
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Abstract
Arterial compliance is an important cardiovascular parameter characterizing mechanical and structural properties of arteries and significantly influencing ventricular-arterial coupling. Decreased arterial compliance is associated with several physiological states and pathological processes. Furthermore, arterial compliance is influenced by other cardiovascular parameters even at short time scales. Today, there are numerous noninvasive methods of estimation arterial compliance in vivo introducing some level of confusion about selection of the best method for particular application and measurement setting. In this review, the most common noninvasive methods of arterial compliance estimation are summarized, discussed and categorized. Finally, interpretation of estimated arterial compliance in the context of other possible confounders is discussed.
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Affiliation(s)
- D Švec
- Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Department of Physiology, Martin, Slovakia.
| | - M Javorka
- Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Department of Physiology, Martin, Slovakia
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Dorogovtsev VN, Yankevich DS, Goswami N. Effects of an Innovative Head-Up Tilt Protocol on Blood Pressure and Arterial Stiffness Changes. J Clin Med 2021; 10:1198. [PMID: 33805654 PMCID: PMC7998828 DOI: 10.3390/jcm10061198] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/26/2021] [Accepted: 03/09/2021] [Indexed: 11/16/2022] Open
Abstract
The objective of our study was to identify blood pressure (BP) and pulse wave velocity (PWV) changes during orthostatic loading, using a new the head-up tilt test (HUTT), which incorporates the usage of a standardized hydrostatic column height. METHODS 40 healthy subjects 20-32 years performed HUTT, which was standardized to a height of the hydrostatic column at 133 cm. Exposure time was 10 min in each of 3 positions: horizontal supine 1, HUTT, and horizontal supine 2. The individual tilt up angle made it possible to set the standard value of the hydrostatic column. Hemodynamic parameters were recorded beat to beat using "Task Force Monitor 3040 i", pulse-wave velocity (PWV) was measured with a sphygmograph-sphygmomanometer VaSera VS1500N. RESULTS Orthostatic loading caused a significant increase in heart rate (HR) and a decrease in stroke volume (SV) (p < 0.05) but no significant reductions in cardiac output, changes in total vascular resistance (TVR), or BP. An analysis of personalized data on systolic blood pressure (SBP) changes in tilt up position as compared to horizontal position (ΔSBP) revealed non-significant changes in this index in 48% of subjects (orthostatic normotension group), in 32% there was a significant decrease in it (orthostatic hypotension group) and in 20% there was a significant increase in it (orthostatic hypertension group). These orthostatic changes were not accompanied by any clinical symptoms and/or syncope. During HUTT, all subjects had in the PWV a significant increase of approximately 27% (p < 0.001). CONCLUSION The new test protocol involving HUTT standardized to a height of hydrostatic column at 133 cm causes typical hemodynamics responses during orthostatic loading. Individual analysis of the subjects revealed subclinical orthostatic disorders (OSD) in up to 52% of the test persons. During HUTT, all test subjects showed a significant increase in PWV. The new innovative HUTT protocol can be applied in multi-center studies in healthy subjects to detect preclinical forms of orthostatic disorders under standard gravity load conditions.
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Affiliation(s)
- Victor N. Dorogovtsev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, 107031 Moscow, Russia; (V.N.D.); (D.S.Y.)
| | - Dmitry S. Yankevich
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, 107031 Moscow, Russia; (V.N.D.); (D.S.Y.)
| | - Nandu Goswami
- Gravitational Physiology and Medicine Research Unit, Division of Physiology, Otto Loewi Research Center, Medical University of Graz, 3810 Graz, Austria
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7
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Pucci G, Spronck B, Avolio AP, Tap L, Vaudo G, Anastasio F, Van Den Meiracker A, Mattace-Raso F. Age-Specific Acute Changes in Carotid-Femoral Pulse Wave Velocity With Head-up Tilt. Am J Hypertens 2020; 33:1112-1118. [PMID: 32634245 PMCID: PMC7814224 DOI: 10.1093/ajh/hpaa101] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 06/25/2020] [Accepted: 07/06/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Aortic stiffness as measured by carotid-femoral pulse wave velocity (cfPWV) is known to depend on blood pressure (BP), and this dependency may change with age. Therefore, the hydrostatic BP gradient resulting from a change in body posture may elicit a cfPWV change that is age-dependent. We aimed to analyze the relationship between BP gradient-induced by head-up body tilting-and related changes in cfPWV in individuals of varying age. METHODS cfPWV and other hemodynamic parameters were measured in 30 healthy individuals at a head-up tilt of 0° (supine), 30°, and 60°. At each angle, the PWV gradient and resulting cfPWV were also estimated (predicted) by assuming a global nonlinear, exponential, pressure-diameter relationship characterized by a constant β0, and taking into account that (diastolic) foot-to-foot cfPWV acutely depends on diastolic BP. RESULTS cfPWV significantly increased upon body tilting (8.0 ± 2.0 m/s supine, 9.1 ± 2.6 m/s at 30°, 9.5 ± 3.2 m/s at 60°, P for trend <0.01); a positive trend was also observed for heart rate (HR; P < 0.01). When the observed, tilt-induced cfPWV change measured by applanation tonometry was compared with that predicted from the estimated BP hydrostatic gradient, the difference in observed-vs.-predicted PWV change increased nonlinearly as a function of age (R2 for quadratic trend = 0.38, P < 0.01, P vs. linear = 0.04). This result was unaffected by HR tilt-related variations (R2 for quadratic trend = 0.37, P < 0.01, P vs. linear = 0.04). CONCLUSIONS Under a hydrostatic pressure gradient, the pulse wave traveling along the aorta undergoes an age-related, nonlinear PWV increase exceeding the increase predicted from BP dependency.
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Affiliation(s)
- Giacomo Pucci
- Department of Medicine, University of Perugia, Unit of Internal Medicine, Terni University Hospital, Terni, Italy
- Department of Internal Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Bart Spronck
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, USA
- Department of Biomedical Engineering, CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Alberto P Avolio
- Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Lisanne Tap
- Department of Internal Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Gaetano Vaudo
- Department of Medicine, University of Perugia, Unit of Internal Medicine, Terni University Hospital, Terni, Italy
| | - Fabio Anastasio
- Unit of Cardiology, ASST-VAL Hospital of Sondrio, Sondrio, Italy
| | - Anton Van Den Meiracker
- Department of Internal Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Francesco Mattace-Raso
- Department of Internal Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
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Myocardial preload alters central pressure augmentation through changes in the forward wave. J Hypertens 2019; 36:544-551. [PMID: 29016531 DOI: 10.1097/hjh.0000000000001583] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Augmentation index (AIx) is often used to quantify the contribution of wave reflection to central pulse pressure. Recent studies have challenged this view by showing how contractility-induced changes in the forward pressure wave can markedly impact AIx. We hypothesized that changes in preload will also affect AIx through changes in the forward wave and studied this in two experiments. METHODS Noninvasively obtained aortic pressure was used to study central haemodynamics and wave morphology. In the first experiment, we examined the effects of head-up tilt with and without unilateral thigh cuff in 12 young healthy volunteers (mean age 26 years, 50% men). In the second experiment, we examined the effects of active standing in 31 middle-aged patients (mean age 57 years, 65% men) before and after phlebotomy. RESULTS Head-up tilt or active standing significantly decreased AIx [-17.7 ± 10.4 percentage point (pp) in the young population, -4.7 ± 12.3 pp in the middle-aged population, both P < 0.05]. The fall in AIx was associated with increases in HR, diastolic pressure and systemic vascular resistance and a decrease in stroke volume (all P < 0.05). Inflation of a unilateral thigh cuff reduced the decrease in AIx by 10.7 pp, whereas 500 ml of blood loss augmented the fall in AIx by 5.9 pp (both P < 0.05). The changes in AIx were related to a preload-induced change in forward pressure wave shape (earlier peaking and steeper downstroke). CONCLUSION Next to inotropic and chronotropic effects, preload emerges as another myocardial factor that obscures the relation between wave reflection and AIx.
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Adverse influence of bisoprolol on central blood pressure in the upright position: a double-blind placebo-controlled cross-over study. J Hum Hypertens 2019; 34:301-310. [PMID: 30886326 PMCID: PMC7165126 DOI: 10.1038/s41371-019-0188-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Revised: 01/22/2019] [Accepted: 02/18/2019] [Indexed: 02/01/2023]
Abstract
Treatment with beta-blockers is characterized by inferior reduction of central versus peripheral blood pressure. We examined changes in blood pressure, cardiac function, and vascular resistance after 3 weeks of bisoprolol treatment (5 mg/day) during passive head-up tilt in 16 never-treated Caucasian males with grade I–II primary hypertension. A double-blind, randomized, placebo-controlled cross-over design was applied, and hemodynamics were recorded using continuous tonometric pulse wave analysis and whole-body impedance cardiography. Bisoprolol decreased blood pressure in the aorta (~8/10 mmHg, p ≤ 0.032) and radial artery (~10/9 mmHg, p ≤ 0.037), but upright aortic systolic blood pressure was not significantly reduced (p = 0.085). Bisoprolol reduced heart rate and left cardiac work, and increased subendocardial viability index in supine and upright positions (p ≤ 0.044 for all). Bisoprolol increased stroke volume in the supine (~11 ml, p = 0.02) but not in the upright position, while only upright (~1 l/min, p = 0.007) but not supine cardiac output was reduced. Upright elevation in systemic vascular resistance was increased 2.7-fold (p = 0.002), while upright pulse pressure amplification was decreased by ~20% (p = 0.002) after bisoprolol. Aortic augmentation index, augmentation pressure, and pulse pressure were not changed in the supine position but were increased in the upright position (from 9% to 17%, 3–6 mmHg, and 30–34 mmHg, respectively, p ≤ 0.016 for all). In conclusion, although bisoprolol treatment reduced peripheral blood pressure, central systolic blood pressure in the upright position was not decreased. Importantly, the harmful influences of bisoprolol on central pulse pressure and pressure wave reflection were manifested in the upright position.
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Ko D, Preis SR, Lubitz SA, McManus DD, Vasan RS, Hamburg NM, Benjamin EJ, Mitchell GF. Relation of Orthostatic Hypotension With New-Onset Atrial Fibrillation (From the Framingham Heart Study). Am J Cardiol 2018; 121:596-601. [PMID: 29290367 PMCID: PMC5843374 DOI: 10.1016/j.amjcard.2017.11.036] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Revised: 11/23/2017] [Accepted: 11/28/2017] [Indexed: 10/18/2022]
Abstract
Previous studies have reported that orthostatic hypotension (OH) is associated with increased risk of atrial fibrillation (AF). We sought to determine whether the association persists after adjusting for hypertension and other cardiovascular risk factors. We studied the Framingham Heart Study Original cohort participants evaluated between 1981 and 1984 without baseline AF. OH was defined as drop in standing systolic blood pressure (BP) of at least 20 mm Hg or standing diastolic BP of at least 10 mm Hg from their supine values after standing for 2 minutes. We estimated Cox proportional hazards regression models to calculate multivariable-adjusted hazard ratios (HR) for association between OH and risk of incident AF, adjusting for age, sex, seated systolic BP and diastolic BP, resting heart rate, height, weight, current tobacco use, hypertension treatment, diabetes, and history of myocardial infarction and heart failure. Of 1,736 participants (mean age, 71.7 ± 6.5 years, 60% women), 256 (14.8%) had OH at baseline. During 10 years of follow-up, 224 participants developed new AF. In our multivariable-adjusted model, OH (HR 1.61, 95% confidence interval 1.17 to 2.20) and greater orthostatic decrease in mean arterial pressure (MAP) (HR 1.11, 95% confidence interval 1.02 to 1.22 per 8.6 mm Hg change in MAP) were both associated with higher risk of new AF. In conclusion, in our longitudinal community-based sample, OH and orthostatic decline in MAP were significantly associated with increased risk of incident AF after adjustment for systolic BP, diastolic BP, and hypertension treatment.
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Affiliation(s)
- Darae Ko
- Section of Cardiovascular Medicine, Department of Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts.
| | - Sarah R Preis
- Department of Biostatistics, Boston University School of Public Heath, Boston, Massachusetts; Boston University and National Heart, Lung, and Blood Institute's Framingham Heart Study, Framingham, Massachusetts
| | - Steven A Lubitz
- Cardiovascular Research Center and Cardiac Arrhythmia Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - David D McManus
- Cardiology Division, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Ramachandran S Vasan
- Boston University and National Heart, Lung, and Blood Institute's Framingham Heart Study, Framingham, Massachusetts; Section of Preventive Medicine, Department of Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts; Department of Epidemiology, Boston University School of Public Heath, Boston, Massachusetts
| | - Naomi M Hamburg
- Section of Cardiovascular Medicine, Department of Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts
| | - Emelia J Benjamin
- Boston University and National Heart, Lung, and Blood Institute's Framingham Heart Study, Framingham, Massachusetts; Section of Preventive Medicine, Department of Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts; Department of Epidemiology, Boston University School of Public Heath, Boston, Massachusetts
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11
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Pucci G, Mattace Raso FUS. Can Arterial Stiffness Be Measured on a Bathroom Scale? Am J Hypertens 2017; 30:861-863. [PMID: 28541539 DOI: 10.1093/ajh/hpx088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Accepted: 05/02/2017] [Indexed: 11/12/2022] Open
Affiliation(s)
- Giacomo Pucci
- Department of Medicine, University of Perugia, Perugia, Italy
- Unit of Internal Medicine, Terni University Hospital, Terni, Italy
| | - Francesco U S Mattace Raso
- Division of Geriatrics, Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands
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12
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Abstract
PURPOSE OF REVIEW Arterial pulse waveform analysis has a long tradition but has not pervaded medical routine yet. This review aims to answer the question whether the methodology is ready for prime time use. The current methodological consensus is assessed, existing technologies for waveform measurement and pulse wave analysis are discussed, and further needs for a widespread use are proposed. RECENT FINDINGS A consensus document on the understanding and analysis of the pulse waveform was published recently. Although still some discrepancies remain, the analysis using both pressure and flow waves is favoured. However, devices which enable pulse wave measurement are limited, and the comparability between devices is not sufficiently given. Pulse waveform analysis has the potential for prime time. It is currently on a way towards broader use, but still needs to overcome challenges before settling its role in medical routine.
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13
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Hughes WE, Casey DP. Aortic Wave Reflection During Orthostatic Challenges: Influence of Body Position and Venous Pooling. Am J Hypertens 2017; 30:166-172. [PMID: 28077421 DOI: 10.1093/ajh/hpw138] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 10/13/2016] [Accepted: 10/17/2016] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Aortic wave reflection (augmentation index; AIx) decreases during orthostatic challenges despite increased peripheral resistance, which is thought to be due to venous pooling. The purpose of this study was to examine if the decrease in AIx during an orthostatic challenge is due to venous pooling alone or body position manipulation. METHODS Twenty-three young, healthy adults (11F/12M) participated in 3 separate orthostatic challenges (5 minutes each); 60° head-up tilt (HUT), 60° HUT with bilateral rhythmic blood pressure (BP) cuff inflation on calves (75 mm Hg) to minimize venous pooling, and lower body negative pressure (LBNP; -30 mm Hg) for venous pooling independent of body position. High-fidelity radial artery pressure waveforms using applanation tonometry were recorded at minutes 2:30 and 5:00 during each condition. Aortic BP and wave reflection were analyzed from a synthesized aortic BP waveform. RESULTS Compared to resting (baseline) measurements, AIx did not significantly decrease at minutes 2:30 or 5:00 of HUT conditions (HUT 0 ± 2% vs. -3 ± 3%, 0 ± 2%; HUT w/cuffs 0 ± 2% vs. -4 ± 2%, 0 ± 2%). Conversely, LBNP substantially reduced AIx at minutes 2:30 and 5:00 (1 ± 2% vs. -15 ± 2% and -12 ± 2%; P < 0.01). When standardized to heart rate (AIx@75), AIx@75 increased relative to baseline during HUT conditions (P < 0.05). CONCLUSIONS In contrast to previous studies, AIx did not decrease during passive HUT, yet decreased substantially during LBNP. Despite being well matched for peripheral hemodynamics, it appears that LBNP elicits a greater effect on central hemodynamics, relative to passive HUT. Collectively, changes in body position alone do not explain differences in AIx during orthostatic conditions.
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Affiliation(s)
- William E Hughes
- Department of Physical Therapy and Rehabilitation Science, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
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Prodel E, Fisher JP, Barbosa TC, Fernandes IA, Nobrega AC, Vianna LC. Relationship between aortic augmentation index and blood pressure during metaboreflex activation in healthy young men. Blood Press Monit 2016; 21:288-94. [DOI: 10.1097/mbp.0000000000000202] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Pucci G, Battista F, Anastasio F, Sanesi L, Gavish B, Butlin M, Avolio A, Schillaci G. Effects of gravity-induced upper-limb blood pressure changes on wave transmission and arterial radial waveform. J Hypertens 2016; 34:1091-8. [DOI: 10.1097/hjh.0000000000000931] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Milazzo V, Maule S, Di Stefano C, Tosello F, Totaro S, Veglio F, Milan A. Cardiac Organ Damage and Arterial Stiffness in Autonomic Failure: Comparison With Essential Hypertension. Hypertension 2015; 66:1168-75. [PMID: 26459422 DOI: 10.1161/hypertensionaha.115.05913] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2015] [Accepted: 09/12/2015] [Indexed: 11/16/2022]
Abstract
Autonomic failure (AF) is characterized by orthostatic hypotension, supine hypertension, and increased blood pressure (BP) variability. AF patients develop cardiac organ damage, similarly to essential hypertension (EH), and have higher arterial stiffness than healthy controls. Determinants of cardiovascular organ damage in AF are not well known: both BP variability and mean BP values may be involved. The aim of the study was to evaluate cardiac organ damage, arterial stiffness, and central hemodynamics in AF, compared with EH subjects with similar 24-hour BP and a group of healthy controls, and to evaluate determinants of target organ damage in patients with AF. Twenty-seven patients with primary AF were studied (mean age, 65.7±11.2 years) using transthoracic echocardiography, carotid-femoral pulse wave velocity, central hemodynamics, and 24-hour ambulatory BP monitoring. They were compared with 27 EH subjects matched for age, sex, and 24-hour mean BP and with 27 healthy controls. AF and EH had similar left ventricular mass (101.6±33.3 versus 97.7±28.1 g/m(2), P=0.59) and carotid-femoral pulse wave velocity (9.3±1.8 versus 9.2±3.0 m/s, P=0.93); both parameters were significantly lower in healthy controls (P<0.01). Compared with EH, AF patients had higher augmentation index (31.0±7.6% versus 26.1±9.2%, P=0.04) and central BP values. Nighttime systolic BP and 24-hour systolic BP predicted organ damage, independent of BP variability. AF patients develop hypertensive heart disease and increased arterial stiffness, similar to EH with comparable mean BP values. Twenty-four-hour and nighttime systolic BP were determinants of cardiovascular damage, independent of BP variability.
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Affiliation(s)
- Valeria Milazzo
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy.
| | - Simona Maule
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Cristina Di Stefano
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Francesco Tosello
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Silvia Totaro
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Franco Veglio
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Alberto Milan
- From the Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy
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Postural change in volunteers: sympathetic tone determines microvascular response to cardiac preload and output increases. Clin Auton Res 2015; 25:347-54. [PMID: 26280216 PMCID: PMC4662957 DOI: 10.1007/s10286-015-0286-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Accepted: 03/24/2015] [Indexed: 11/01/2022]
Abstract
PURPOSE Microvascular perfusion may be a non-invasive indicator of fluid responsiveness. We aimed to investigate which of the microvascular perfusion parameters truly reflects fluid responsiveness independent of sympathetic reflexes. METHODS Fifteen healthy volunteers underwent a postural change from head up tilt (HUT) to the supine position, diminishing sympathetic tone, followed by a 30° passive leg raising (PLR) with unaltered tone. Prior to and after the postural changes, stroke volume (SV) and cardiac output (CO) were measured, as well as sublingual microcirculatory perfusion (sidestream dark field imaging), skin perfusion, and oxygenation (laser Doppler flowmetry and reflectance spectroscopy). RESULTS In responders (subjects with >10 % increase in CO), the HUT to supine change increased CO, SV, and pulse pressure, while heart rate, systemic vascular resistance, and mean arterial pressure decreased. Additionally, microvascular flow index, laser Doppler flow, and microvascular hemoglobin oxygen saturation and concentration also increased. CONCLUSION When preload and forward flow increase in association with a decrease in sympathetic activity, microvascular blood flow increases in the skin and in the sublingual area. When preload and forward flow increase with little to no change in sympathetic activity, only sublingual functional capillary density increases. Therefore, our results indicate that sublingual functional capillary density is the best parameter to use when evaluating fluid responsiveness independent of changes in sympathetic tone.
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Rotaru C, Liaudet L, Waeber B, Feihl F. Impact of body tilt on the central aortic pressure pulse. Physiol Rep 2015; 3:3/4/e12360. [PMID: 25862096 PMCID: PMC4425966 DOI: 10.14814/phy2.12360] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The present work was undertaken to investigate, in young healthy volunteers, the relationships between the forward propagation times of arterial pressure waves and the timing of reflected waves observable on the aortic pulse, in the course of rapid changes in body position. 20 young healthy subjects, 10 men, and 10 women, were examined on a tilt table at two different tilt angles, −10° (Head-down) and + 45° (Head-up). In each position, carotid-femoral (Tcf) and carotid-tibial forward propagation times (Tct) were measured with the Complior device. In each position also, the central aortic pressure pulse was recorded with radial tonometry, using the SphygmoCor device and a generalized transfer function, so as to evaluate the timing of reflected waves reaching the aorta in systole (onset of systolic reflected wave, sT1r) and diastole (mean transit time of diastolic reflected wave, dMTT). The position shift from Head-up to Head-down caused a massive increase in both Tct (women from 130 ± 10 to 185 ± 18 msec P < 0.001, men from 136 ± 9 to 204 ± 18 msec P < 0.001) and dMTT (women from 364 ± 35 to 499 ± 33 msec P < 0.001, men from 406 ± 22 to 553 ± 21 msec P < 0.001). Mixed model regression showed that the changes in Tct and dMTT observed between Head-up and Head-down were tightly coupled (regression coefficient 2.1, 95% confidence interval 1.9–2.3, P < 0.001). These results strongly suggest that the diastolic waves observed on central aortic pulses reconstructed from radial tonometric correspond at least in part to reflections generated in the lower limbs.
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Affiliation(s)
- Corina Rotaru
- Division de Physiopathologie clinique, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Lucas Liaudet
- Service de Médecine intensive adulte, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Bernard Waeber
- Division de Physiopathologie clinique, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - François Feihl
- Division de Physiopathologie clinique, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
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Milazzo V, Di Stefano C, Milan A, Ravera A, Sobrero G, Sabia L, Veglio F, Maule S. Cardiovascular complications in patients with autonomic failure. Clin Auton Res 2015; 25:133-40. [PMID: 25791260 DOI: 10.1007/s10286-015-0275-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 11/11/2014] [Indexed: 12/31/2022]
Abstract
Patients with autonomic failure are characterized by orthostatic hypotension, supine hypertension, high blood pressure variability, blunted heart rate variability, and often have a "non-dipping" or "reverse dipping" pattern on 24-h ambulatory blood pressure monitoring. These alterations may lead to cardiovascular and cerebrovascular changes, similar to the target organ damage found in hypertension. Often patients with autonomic failure are on treatment with anti-hypotensive drugs, which may worsen supine hypertension. The aim of this review is to summarize the evidence for cardiac, vascular, renal, and cerebrovascular damage in patients with autonomic failure.
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Affiliation(s)
- Valeria Milazzo
- Autonomic Unit and Hypertension Unit, Department of Medical Sciences, University of Torino, Torino, Italy,
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Sung SH, Chen ZY, Tseng TW, Lu DY, Yu WC, Cheng HM, Chen CH. Wave reflections, arterial stiffness, and orthostatic hypotension. Am J Hypertens 2014; 27:1446-55. [PMID: 24815677 DOI: 10.1093/ajh/hpu063] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The effect of wave reflections on blood pressure change associated with posture remains unclear. We therefore applied a wave separation technique to investigate the relations of the backward pressure wave amplitude with orthostatic pressure changes and orthostatic hypotension (OH). METHODS We analyzed data from 613 subjects who had participated in our hemodynamic studies. Measurements of brachial systolic (SBP) and diastolic blood pressures (DBP), carotid-femoral pulse wave velocity (cf-PWV), and backward pressure wave amplitude from a decomposed carotid pressure wave (Pb) were obtained at supine position. SBP and DBP were measured again 3 minutes after standing. OH was defined as a fall of ≥20 mm Hg in SBP and/or ≥10 mm Hg in DBP. RESULTS Subjects with OH (n = 100) were characterized with significantly higher supine SBP and DBP and significantly lower standing SBP and DBP when compared with subjects without OH. Subjects with OH were also characterized with significantly higher cf-PWV and Pb. cf-PWV and Pb separately were significantly associated with the orthostatic SBP change in univariable and multivariable analyses. Also, cf-PWV and Pb separately were significant predictors of OH in univariable and multivariable analyses. cf-PWV predicted OH in the younger but less so in the older subgroup, whereas Pb demonstrated similar prediction in both subgroups. In a final multivariable model, both cf-PWV and Pb were significant independent predictors of OH. CONCLUSIONS Wave reflections are an independent determinant of orthostatic SBP change and OH in both younger and older subjects.
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Affiliation(s)
| | - Zu-Yin Chen
- Department of Medicine, National Yang-Ming University, Taipei, Taiwan; Department of Medicine, National Yang-Ming University Hospital, Yilan, Taiwan
| | - Tzu-Wei Tseng
- Department of Medicine, National Yang-Ming University, Taipei, Taiwan; Division of Cardiology, Taipei City Hospital, Yang-Ming Branch, Taipei, Taiwan
| | - Dai-Yin Lu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Publich Health, National Yang-Ming University, Taipei, Taiwan
| | - Wen-Chung Yu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hao-Min Cheng
- Department of Medical Education, Taipei Veterans General Hospital, Taipei, Taiwan. Department of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Chen-Huan Chen
- Department of Medical Education, Taipei Veterans General Hospital, Taipei, Taiwan.
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Lu DY, Sung SH, Yu WC, Cheng HM, Chuang SY, Chen CH. Wave reflections, arterial stiffness, heart rate variability and orthostatic hypotension. Hypertens Res 2014; 37:1056-61. [DOI: 10.1038/hr.2014.127] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Revised: 06/16/2014] [Accepted: 07/03/2014] [Indexed: 11/09/2022]
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Wens SCA, Kuperus E, Mattace-Raso FUS, Kruijshaar ME, Brusse E, van Montfort KCAGM, de Boer MS, Sijbrands EJG, van der Ploeg AT, van Doorn PA. Increased aortic stiffness and blood pressure in non-classic Pompe disease. J Inherit Metab Dis 2014; 37:391-7. [PMID: 24407465 PMCID: PMC4013448 DOI: 10.1007/s10545-013-9667-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 11/19/2013] [Accepted: 11/22/2013] [Indexed: 11/24/2022]
Abstract
Vascular abnormalities and glycogen accumulation in vascular smooth muscle fibres have been described in Pompe disease. Using carotid-femoral pulse wave velocity (cfPWV), the gold standard methodology for determining aortic stiffness, we studied whether aortic stiffness is increased in patients with Pompe disease. Eighty-four adult Pompe patients and 179 age- and gender-matched volunteers participated in this cross-sectional case-controlled study. Intima media thickness and the distensibility of the right common carotid artery were measured using a Duplex scanner. Aortic augmentation index, central pulse pressure, aortic reflexion time and cfPWV were assessed using the SphygmoCor® system. CfPWV was higher in patients than in volunteers (8.8 versus 7.4 m/s, p < 0.001). This difference was still present after adjustment for age, gender, mean arterial blood pressure (MAP), heart rate and diabetes mellitus (p = 0.001), and was shown by subgroup analysis to apply to the 40-59 years age group (p = 0.004) and 60+ years age group (p = 0.01), but not to younger age groups (p = 0.99). Except for a shorter aortic reflexion time (p = 0.02), indirect indicators of arterial stiffness did not differ between patients and volunteers. Relative to volunteers (20%), more Pompe patients had a history of hypertension (36%, p = 0.005), and the MAP was higher than in volunteers (100 versus 92 mmHg, p < 0.001). This study shows that patients with non-classic Pompe disease have increased aortic stiffness and blood pressure. Whether this is due to glycogen accumulation requires further investigation. To reduce the potential risk of cardiovascular diseases, we recommend that blood pressure and other common cardiovascular risk factors are monitored regularly.
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Affiliation(s)
- Stephan C. A. Wens
- Department of Neurology, Erasmus University Medical Center, Mailbox 2040, 3000 CA Rotterdam, The Netherlands
- Center for Lysosomal and Metabolic Diseases, Erasmus MC, Rotterdam, The Netherlands
| | - Esther Kuperus
- Department of Neurology, Erasmus University Medical Center, Mailbox 2040, 3000 CA Rotterdam, The Netherlands
- Center for Lysosomal and Metabolic Diseases, Erasmus MC, Rotterdam, The Netherlands
| | | | | | - Esther Brusse
- Department of Neurology, Erasmus University Medical Center, Mailbox 2040, 3000 CA Rotterdam, The Netherlands
- Center for Lysosomal and Metabolic Diseases, Erasmus MC, Rotterdam, The Netherlands
| | | | - Marjan Scheltens- de Boer
- Department of Neurology, Erasmus University Medical Center, Mailbox 2040, 3000 CA Rotterdam, The Netherlands
| | | | - Ans T. van der Ploeg
- Center for Lysosomal and Metabolic Diseases, Erasmus MC, Rotterdam, The Netherlands
- Department of Pediatrics, Division of Metabolic Diseases and Genetics, Erasmus MC-Sophia, Rotterdam, The Netherlands
| | - Pieter A. van Doorn
- Department of Neurology, Erasmus University Medical Center, Mailbox 2040, 3000 CA Rotterdam, The Netherlands
- Center for Lysosomal and Metabolic Diseases, Erasmus MC, Rotterdam, The Netherlands
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