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Vargas AI, Tarraf SA, Fitzgibbons TP, Bellini C, Amini R. Biomechanical remodeling of the murine descending thoracic aorta during late-gestation pregnancy. Curr Res Physiol 2023; 6:100102. [PMID: 37575979 PMCID: PMC10415834 DOI: 10.1016/j.crphys.2023.100102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/29/2023] [Accepted: 07/04/2023] [Indexed: 08/15/2023] Open
Abstract
With the rise in maternal mortality rates and the growing body of epidemiological evidence linking pregnancy history to maternal cardiovascular health, it is essential to comprehend the vascular remodeling that occurs during gestation. The maternal body undergoes significant hemodynamic alterations which are believed to induce structural remodeling of the cardiovascular system. Yet, the effects of pregnancy on vascular structure and function have not been fully elucidated. Such a knowledge gap has limited our understanding of the etiology of pregnancy-induced cardiovascular disease. Towards bridging this gap, we measured the biaxial mechanical response of the murine descending thoracic aorta during a normotensive late-gestation pregnancy. Non-invasive hemodynamic measurements confirmed a 50% increase in cardiac output in the pregnant group, with no changes in peripheral blood pressure. Pregnancy was associated with significant wall thickening ( ∼14%), an increase in luminal diameter ( ∼6%), and material softening in both circumferential and axial directions. This expansive remodeling of the tissue resulted in a reduction in tensile wall stress and intrinsic tissue stiffness. Collectively, our data indicate that an increase in the geometry of the vessel may occur to accommodate for the increase in cardiac output and blood flow that occurs in pregnancy. Similarly, wall thickening accompanied by increased luminal diameter, without a change in blood pressure may be a necessary mechanism to decrease the tensile wall stress, and avoid pathophysiological events following late gestation.
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Affiliation(s)
- Ana I. Vargas
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Samar A. Tarraf
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Timothy P. Fitzgibbons
- Department of Medicine, Division of Cardiovascular Medicine, University of Massachusetts Medical School, Worcester, MA, 01655, United States
| | - Chiara Bellini
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Rouzbeh Amini
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
- Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, 02115, United States
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Sedaghati F, Gleason RL. A mathematical model of vascular and hemodynamics changes in early and late forms of preeclampsia. Physiol Rep 2023; 11:e15661. [PMID: 37186372 PMCID: PMC10132946 DOI: 10.14814/phy2.15661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 03/15/2023] [Accepted: 03/16/2023] [Indexed: 05/17/2023] Open
Abstract
Preeclampsia-eclampsia syndrome is a leading cause of maternal mortality. The precise etiology of preeclampsia is still not well-defined and different forms exist, including early and late forms or preeclampsia, which may arise via distinctly different mechanisms. Low-dose aspirin administered at the end of the first trimester in women identified as high risk has been shown to reduce the incidence of early, but not late, preeclampsia; however, current risk factors show only fair predictive capability. There is a pressing need to develop accurate descriptions for the different forms of preeclampsia. This paper presents 1D fluid, solid, growth, and remodeling models for pregnancies complicated with early and late forms of preeclampsia. Simulations affirm a broad set of literature results that early forms of preeclampsia are characterized by elevated uterine artery pulsatility index (UA-PI) and total peripheral resistance (TPR) and lower cardiac output (CO), with modestly increased mean arterial blood pressure (MAP) in the first half of pregnancy, with elevation of TPR and MAP beginning at 20 weeks. Conversely, late forms of preeclampsia are characterized by only slightly elevated UA-PI and normal pre-term TPR, and slightly elevated MAP and CO throughout pregnancy, with increased TPR and MAP beginning after 34 weeks. Results suggest that preexisting arterial stiffness may be elevated in women that develop both early forms and late forms of preeclampsia; however, data that verify these results are lacking in the literature. Pulse wave velocity increases in early- and late-preeclampsia, coincident with increases in blood pressure; however, these increases are mainly due to the strain-stiffening response of larger arteries, rather than arterial remodeling-derived changes in material properties. These simulations affirm that early forms of preeclampsia may be associated with abnormal placentation, whereas late forms may be more closely associated with preexisting maternal cardiovascular factors; simulations also highlight several critical gaps in available data.
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Affiliation(s)
- Farbod Sedaghati
- The George W. Woodruff School of Mechanical EngineeringGeorgia Institute of TechnologyAtlantaGeorgiaUSA
| | - Rudolph L. Gleason
- The George W. Woodruff School of Mechanical EngineeringGeorgia Institute of TechnologyAtlantaGeorgiaUSA
- The Wallace H. Coulter Department of Biomedical EngineeringGeorgia Institute of TechnologyAtlantaGeorgiaUSA
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Vonzun L, Ochsenbein-Kölble N, Balsyte D, Zimmermann R, Gonser M. Second systolic peak in fetal middle cerebral artery Doppler after intrauterine transfusion. Arch Gynecol Obstet 2023; 307:241-248. [PMID: 35348831 PMCID: PMC9837016 DOI: 10.1007/s00404-022-06517-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 03/08/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate functional relationship between fetal circulatory response to intrauterine transfusion (IUT) as a circulatory challenge and appearance of second systolic peak (P2) in middle cerebral artery (MCA) based on hemodynamic principles. METHODS According to the concept of pulse wave (PW) propagation and reflection in adults, PWs arrive twice at cerebral circulation, as primary wave caused by left ventricle ejection and secondary after reflection in peripheral arteries. Thus adults show a biphasic contour of systolic blood flow in cerebral arteries. Similar waveforms may appear in fetal MCA-Doppler, as a response to IUT as a circulatory challenge. This is a proof-of-principle study, applying classical hemodynamic principles to fetal circulation. Accordingly, appearance of MCA-P2 may indicate vasoconstriction with increased PW reflection and timing of P2(Δt) should agree with the additional PW travel time down to reflection and return (Tr). To test this agreement, we searched our database for IUTs performed for severe fetal anemia, and compared Δt, obtained by Doppler, with Tr, obtained by hemodynamic calculation using human fetal data. Level of agreement was assessed using Bland-Altman-Plots. RESULTS We identified 21 fetuses with adequate Doppler quality for Δt evaluation. In four cases (19%) MCA-P2 was observed before the intervention, and in 17 interventions (81%) thereafter; a highly significant association between IUT and P2 appearance (p < 0.001). In these 17 interventions good agreement of P2 timing was found between Doppler assessment: Δt = 80 ± 8 ms, and hemodynamic calculation: Tr = 76 ± 4 ms. CONCLUSION P2 appearance in fetal MCA-Doppler seems to indicate PW reflection due to increased vasoconstriction after IUT. Thus hemodynamic considerations might enable Doppler monitoring of fetal vasoconstriction.
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Affiliation(s)
- Ladina Vonzun
- Department of Obstetrics, University Hospital Zurich, Frauenklinikstrasse 10, 8006, Zurich, Switzerland.
- University of Zurich, Zurich, Switzerland.
| | - Nicole Ochsenbein-Kölble
- Department of Obstetrics, University Hospital Zurich, Frauenklinikstrasse 10, 8006, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Dalia Balsyte
- Department of Obstetrics, University Hospital Zurich, Frauenklinikstrasse 10, 8006, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Roland Zimmermann
- Department of Obstetrics, University Hospital Zurich, Frauenklinikstrasse 10, 8006, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Markus Gonser
- Department of Obstetrics and Prenatal Medicine, Helios-HSK Kliniken Wiesbaden, Wiesbaden, Germany
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Gonser M, Vonzun L, Ochsenbein-Kölble N. Association of ophthalmic artery Doppler and maternal cardiac changes in preclinical stage of pre-eclampsia: hemodynamic relationship. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 59:402-404. [PMID: 34985792 DOI: 10.1002/uog.24845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/16/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
Affiliation(s)
- M Gonser
- Prenatal Medicine and Sonography, Wiesbaden, Germany
- Department of Obstetrics and Prenatal Medicine, Helios-HSK Kliniken Wiesbaden, Wiesbaden, Germany
| | - L Vonzun
- Department of Obstetrics, University Hospital Zurich, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - N Ochsenbein-Kölble
- Department of Obstetrics, University Hospital Zurich, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
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Pereira MM, Torrado J, Sosa C, Diaz A, Bia D, Zócalo Y. Center-To-Periphery Arterial Stiffness Gradient Is Attenuated and/or Reversed in Pregnancy-Associated Hypertension. Front Cardiovasc Med 2022; 8:766723. [PMID: 35004884 PMCID: PMC8739768 DOI: 10.3389/fcvm.2021.766723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 11/22/2021] [Indexed: 11/17/2022] Open
Abstract
Background: Non-pregnant (NP) women have a progressive increase in arterial stiffness from central-to-peripheral arteries [“stiffness gradient” (SG)], which is of physiologic importance since excessive pulsatility is filtered by the creation of wave reflections. If the aorta gets stiff with minimal or no change in the periphery, the SG is dissipated transmitting pressure disturbances to the microcirculation. It remains unknown the status of the SG in both women with healthy pregnancies (HP) and complicated by pregnancy-associated hypertension (PAH). Objective: To determine whether HP and PAH are associated with changes in SG. Secondarily, we aim at identifying potential differences between the subgroups of PAH (pre-eclampsia and gestational hypertension). Methods: HP (n = 10), PAH (n = 16), and healthy NP women (n = 401, to be matched for age, and cardiovascular risk with the pregnant women) were included. Carotid-to-femoral (cfPWV) and carotid-to-radial pulse wave velocity (crPWV), common carotid artery (CCA) and brachial artery (BA) diameters and elastic modulus (EM), and regional (cfPWV/crPWV or “PWV ratio”) and local (CCA EM/BA EM or “EM ratio”) SG were quantified. Results: HP showed no changes in PWV ratio compared with NP, in the presence of significantly lower cfPWV and crPWV. HP exhibited higher arterial diameters and lower CCA EM/BA EM compared to NP, without differences with PAH. PAH was associated with a significant increase in the PWV ratio that exceeded the levels of both NP and HP, explained by a lower (although significant) reduction of cfPWV with respect to that observed in HP with respect to NP, and a higher reduction in crPWV with respect to that observed between HP and NP. The blunted reduction in cfPWV observed in PAH coincided with an increase in the CCA EM. Conclusions: Compared with NP, HP was associated with unchanged PWV ratio but with a reduction in CCA EM/BA EM, in the setting of a generalized drop in arterial stiffness. Compared with NP and HP, PAH was associated with an “exaggerated rise” in the PWV ratio without changes in CCA EM/BA EM, in the setting of a blunt reduction in cfPWV but exaggerated crPWV drop. The SG attenuation/reversal in PAH was mainly driven by pre-eclampsia.
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Affiliation(s)
- María M Pereira
- Department of Obstetrics and Gynecology, BronxCare Hospital Center a Clinical Affiliate of Mt Sinai Health Systems and Academic Affiliate of Icahn School of Medicine, Bronx, NY, United States
| | - Juan Torrado
- Department of Internal Medicine, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Claudio Sosa
- Department of Obstetrics and Gynecology "C", Pereira-Rossell Hospital, School of Medicine, Republic University, Montevideo, Uruguay
| | - Alejandro Diaz
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Tandil, Argentina
| | - Daniel Bia
- Department of Physiology, Centro Universitario de Investigación, Innovación y Diagnóstico Arterial (CUiiDARTE), School of Medicine, Republic University, Montevideo, Uruguay
| | - Yanina Zócalo
- Department of Physiology, Centro Universitario de Investigación, Innovación y Diagnóstico Arterial (CUiiDARTE), School of Medicine, Republic University, Montevideo, Uruguay
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Gonser M, Vonzun L, Ochsenbein-Kölble N. Ophthalmic artery Doppler in prediction of pre-eclampsia: insights from hemodynamic considerations. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2021; 58:145-147. [PMID: 34028931 DOI: 10.1002/uog.23665] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 04/21/2021] [Indexed: 06/12/2023]
Affiliation(s)
- M Gonser
- Department of Obstetrics and Prenatal Medicine, Helios-HSK Kliniken Wiesbaden, Wiesbaden, Germany
| | - L Vonzun
- Department of Obstetrics, University Hospital Zurich, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - N Ochsenbein-Kölble
- Department of Obstetrics, University Hospital Zurich, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
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Pereira MM, Torrado J, Sosa C, Zócalo Y, Bia D. Role of arterial impairment in preeclampsia: should the paradigm shift? Am J Physiol Heart Circ Physiol 2021; 320:H2011-H2030. [PMID: 33797272 DOI: 10.1152/ajpheart.01005.2020] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Preeclampsia is a worldwide pregnancy complication with serious short- and long-term maternal and neonatal consequences. Our understanding of preeclampsia pathophysiology has significantly evolved over the last decades with the recognition that impaired arterial function and structure may occur early in the course of pregnancy, preceding the clinic-humoral syndrome and driving long-term cardiovascular disease risk in the future of these patients. Although an early abnormal placentation may be the inciting event for a large proportion of cases, there is growing evidence that challenges the placental hypothesis in all affected women, since placental histopathology lesions thought to be characteristic are neither sensitive nor specific markers for the disorder. Recent hemodynamic investigations and studies on left ventricular function and structure in women with preeclampsia further challenge this universal paradigm and propose that placental dysfunction could be secondary to a maternal cardiovascular maladaptation to pregnancy in certain patients. Supporting this hypothesis, certain vascular features, which are characteristically enhanced in normal pregnancy allowing a healthy vascular adaptation, are absent in preeclampsia and comparable to the nonpregnant population. However, arterial biomechanics in preeclampsia may only not cope with hemodynamic demands of pregnancy but also impose additional detrimental loads to the maternal heart ("impaired left-ventricle-aorta coupling") and transmit pressure and flow disturbances into the fetoplacental circulation ("impaired large arteries-microcirculation coupling"). In this review, we analyze the major role of the arterial dysfunction in the cardiovascular maladaptation hypothesis of preeclampsia, shed light on its potential etiopathogenic link, and discuss the complementary nature of the placental and cardiovascular theories.
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Affiliation(s)
- María M Pereira
- Department of Obstetrics and Gynecology, Virginia Commonwealth University, Richmond, Virginia
| | - Juan Torrado
- Jacobi Medical Center, Department of Internal Medicine, Albert Einstein College of Medicine, Bronx, New York
| | - Claudio Sosa
- Department of Obstetrics and Gynecology "C", Pereira-Rossell Hospital, School of Medicine, Republic University, Montevideo, Uruguay
| | - Yanina Zócalo
- Centro Universitario de Investigación, Innovación y Diagnóstico Arterial, Department of Physiology, School of Medicine, Republic University, Montevideo, Uruguay
| | - Daniel Bia
- Centro Universitario de Investigación, Innovación y Diagnóstico Arterial, Department of Physiology, School of Medicine, Republic University, Montevideo, Uruguay
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Rodriguez C, Chi YY, Chiu KH, Zhai X, Lingis M, Williams RS, Rhoton-Vlasak A, Nichols WW, Petersen JW, Segal MS, Conrad KP, Mohandas R. Wave reflections and global arterial compliance during normal human pregnancy. Physiol Rep 2019; 6:e13947. [PMID: 30578623 PMCID: PMC6303533 DOI: 10.14814/phy2.13947] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Accepted: 11/20/2018] [Indexed: 11/24/2022] Open
Abstract
Profound changes occur in the maternal circulation during pregnancy. Routine measures of arterial function - central systolic pressure (CSP) and augmentation index (AIx) - decline during normal human pregnancy. The objectives of this study were twofold: (1) explore wave reflection indices besides CSP and AIx that are not routinely reported, if at all, during normal human pregnancy; and (2) compare wave reflection indices and global arterial compliance (gAC) obtained from carotid artery pressure waveforms (CAPW) as a surrogate for aortic pressure waveforms (AOPW) versus AOPW synthesized from radial artery pressure waveforms (RAPW) using a generalized transfer function. To our knowledge, a comparison of these two methods has not been previously evaluated in the context of pregnancy. Ten healthy women with normal singleton pregnancies were studied using applanation tonometry (SphygmoCor) at pre-conception, and then during 10-12 and 33-35 gestational weeks. CSP and AIx declined, and gAC increased during pregnancy as previously reported. As a consequence of the rise in gAC, the return of reflected waves of lesser magnitude from peripheral reflection sites to the aorta was delayed that, in turn, reduced systolic duration of reflected waves, augmentation index, central systolic pressure, LV wasted energy due to reflected waves, and increased brachial-central pulse pressure. For several wave reflection indices, those derived from CAPW as a surrogate for AOPW versus RAPW using a generalized transfer function registered greater gestational increases of arterial compliance. This discordance may reflect imprecision of the generalized transfer function for some waveform parameters, though potential divergence of carotid artery and aortic pressure waveforms during pregnancy cannot be excluded.
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Affiliation(s)
- Claudia Rodriguez
- Department of Animal Sciences, University of Florida, Gainesville, Florida
| | - Yueh-Yun Chi
- Department of Biostatistics, University of Florida, Gainesville, Florida
| | - Kuei-Hsun Chiu
- Department of Biostatistics, University of Florida, Gainesville, Florida
| | - Xiaoman Zhai
- Department of Biostatistics, University of Florida, Gainesville, Florida
| | - Melissa Lingis
- Division of Nephrology, Hypertension and Renal Transplantation, University of Florida, Gainesville, Florida
| | - Robert Stan Williams
- Department of Obstetrics and Gynecology, University of Florida, Gainesville, Florida
| | - Alice Rhoton-Vlasak
- Department of Obstetrics and Gynecology, University of Florida, Gainesville, Florida
| | - Wilmer W Nichols
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida, Gainesville, Florida
| | - John W Petersen
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida, Gainesville, Florida
| | - Mark S Segal
- Division of Nephrology, Hypertension and Renal Transplantation, University of Florida, Gainesville, Florida.,Nephrology and Hypertension Section, Medical Service, North Florida/South Georgia Veterans Health System, Gainesville, Florida
| | - Kirk P Conrad
- Department of Obstetrics and Gynecology, University of Florida, Gainesville, Florida.,Department of Physiology and Functional Genomics, University of Florida, Gainesville, Florida
| | - Rajesh Mohandas
- Division of Nephrology, Hypertension and Renal Transplantation, University of Florida, Gainesville, Florida.,Nephrology and Hypertension Section, Medical Service, North Florida/South Georgia Veterans Health System, Gainesville, Florida
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Conrad KP, Petersen JW, Chi YY, Zhai X, Li M, Chiu KH, Liu J, Lingis MD, Williams RS, Rhoton-Vlasak A, Larocca JJ, Nichols WW, Segal MS. Maternal Cardiovascular Dysregulation During Early Pregnancy After In Vitro Fertilization Cycles in the Absence of a Corpus Luteum. Hypertension 2019; 74:705-715. [PMID: 31352818 DOI: 10.1161/hypertensionaha.119.13015] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Commonly used in vitro fertilization protocols produce pregnancies without a corpus luteum (CL), a major source of reproductive hormones. In vitro fertilization pregnancies without a CL showed deficient gestational increases of central (aortic) arterial compliance during the first trimester and were at increased risk for developing preeclampsia. Here, we investigated whether there was generalized impairment of cardiovascular adaptation in in vitro fertilization pregnancies without a CL compared with pregnancies conceived spontaneously or through ovarian stimulation, which lead to 1 and >1 CL, respectively (n=19-26 participants per cohort). Prototypical maternal cardiovascular adaptations of gestation were serially evaluated noninvasively, initially during the follicular phase before conception, 6× in pregnancy, and then, on average, 1.6 years post-partum. The expected increases of cardiac output, left atrial dimension, peak left ventricular filling velocity in early diastole (E wave velocity), peripheral/central arterial pulse pressure ratio, and global AC, as well as decrease in augmentation index were significantly attenuated or absent during the first trimester in women who conceived without a CL, when compared with the 1 and >1 CL cohorts, which were comparable. Thereafter, these cardiovascular measures showed recovery in the 0 CL group except for E wave velocity, which remained depressed. These results provided strong support for a critical role of CL factor(s) in the transformation of the maternal cardiovascular system in early gestation. Regimens that lead to the development of a CL or replacement of missing CL factor(s) may be indicated to improve cardiovascular function and reduce preeclampsia risk in in vitro fertilization pregnancies.
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Affiliation(s)
- Kirk P Conrad
- From the Department of Physiology and Functional Genomics and D.H. Barron Reproductive and Perinatal Biology Research Program (K.P.C.), University of Florida, Gainesville
- Department of Obstetrics and Gynecology (K.P.C., R.S.W., A.R.-V.), University of Florida, Gainesville
| | - John W Petersen
- Division of Cardiovascular Medicine, Department of Medicine (J.W.P., J.J.L., W.W.N.), University of Florida, Gainesville
| | - Yueh-Yun Chi
- Department of Biostatistics (Y.-Y.C., X.Z., M.L., K.-H.C., J.L.), University of Florida, Gainesville
| | - Xiaoman Zhai
- Department of Biostatistics (Y.-Y.C., X.Z., M.L., K.-H.C., J.L.), University of Florida, Gainesville
| | - Minjie Li
- Department of Biostatistics (Y.-Y.C., X.Z., M.L., K.-H.C., J.L.), University of Florida, Gainesville
| | - Kuei-Hsun Chiu
- Department of Biostatistics (Y.-Y.C., X.Z., M.L., K.-H.C., J.L.), University of Florida, Gainesville
| | - Jing Liu
- Department of Biostatistics (Y.-Y.C., X.Z., M.L., K.-H.C., J.L.), University of Florida, Gainesville
| | - Melissa D Lingis
- Division of Nephrology, Hypertension, and Renal Transplantation, Department of Medicine (M.D.L., M.S.S.), University of Florida, Gainesville
| | - R Stan Williams
- Department of Obstetrics and Gynecology (K.P.C., R.S.W., A.R.-V.), University of Florida, Gainesville
| | - Alice Rhoton-Vlasak
- Department of Obstetrics and Gynecology (K.P.C., R.S.W., A.R.-V.), University of Florida, Gainesville
| | - Joseph J Larocca
- Division of Cardiovascular Medicine, Department of Medicine (J.W.P., J.J.L., W.W.N.), University of Florida, Gainesville
| | - Wilmer W Nichols
- Division of Cardiovascular Medicine, Department of Medicine (J.W.P., J.J.L., W.W.N.), University of Florida, Gainesville
| | - Mark S Segal
- Division of Nephrology, Hypertension, and Renal Transplantation, Department of Medicine (M.D.L., M.S.S.), University of Florida, Gainesville
- Nephrology and Hypertensive Section, Medical Service, North Florida/South Georgia Veterans Health System, Gainesville (M.S.S.)
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