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Horsley KJ, Ramsay JO, Ditto B, Da Costa D. Maternal blood pressure trajectories and associations with gestational age at birth: a functional data analytic approach. J Hypertens 2022; 40:213-220. [PMID: 34433761 DOI: 10.1097/hjh.0000000000002995] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Research has revealed group-level differences in maternal blood pressure trajectories across pregnancy. These trajectories are typically constructed using clinical blood pressure data and multivariate statistical methods that are prone to bias and ignore the functional, dynamic process underlying a single blood pressure observation. The aim of this study was to use functional data analysis to explore blood pressure variation across pregnancy, and multivariate methods to examine whether trajectories are related to gestational age at birth. METHODS Clinical blood pressure observations were available from 370 women who participated in a longitudinal pregnancy cohort study conducted in Montreal, Quebec, Canada. Functional data analysis was used to smooth blood pressure data and then to conduct a functional principal component analysis to examine predominant modes of variation. RESULTS Three eigenfunctions explained greater than 95% of the total variance in blood pressure. The first accounted for approximately 80% of the variance and was characterized by a prolonged-decrease trajectory in blood pressure; the second explained 10% of the variance and captured a late-increase trajectory; and the third accounted for approximately 7% of the variance and captured a mid-decrease trajectory. The prolonged-decrease trajectory of blood pressure was associated with older, and late-increase with younger gestational age at birth. CONCLUSION Functional data analysis is a useful method to model repeated maternal blood pressure observations and many other time-related cardiovascular processes. Results add to previous research investigating blood pressure trajectories across pregnancy through identification of additional, potentially clinically important modes of variation that are associated with gestational age at birth.
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Affiliation(s)
| | | | | | - Deborah Da Costa
- Department of Medicine, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
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Siva kumar A, MaheshKumar K, Maruthy K, Padmavathi R. Comparision of photo pulse plethysmography module with Mobil-O-graph for measurement of pulse wave velocity. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH 2021. [DOI: 10.1016/j.cegh.2020.09.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Sun X, Su F, Chen X, Peng Q, Luo X, Hao X. Doppler ultrasound and photoplethysmographic assessment for identifying pregnancy-induced hypertension. Exp Ther Med 2020; 19:1955-1960. [PMID: 32104254 DOI: 10.3892/etm.2019.8405] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Accepted: 10/28/2019] [Indexed: 01/11/2023] Open
Abstract
The current study investigated whether placentation and systemic inflammation are associated with pregnancy-induced hypertension (PIH) or pre-eclampsia (PE), and evaluated some measurable indexes for assessment of maternal factors contributing to high-risk pregnancy. Photoplethysmographic reflection index (PPG RI), uterine artery (UtA) pulsatile index (PI) and reflection index (RI), as well as maternal serum placental growth factor (PlGF) and soluble endoglin (sEng) were measured in pregnant women with singleton pregnancy at the gestational age of 22 to 23 weeks. Study subjects were women with normal pregnancy (NP, n=24), PIH (n=14) and PE (n=16). It was found that individuals in the PIH group exhibited higher UtA RI and UtA PI values, as well as PPG RI values compared with individuals in the NP group. Individuals in the PE group had the highest UtA RI, UtA PI and PPG RI values among these 3 groups. UtA and PPG results were significantly different in PIH and PE groups compared with the NP group. Significant differences were found in both PlGF and sEng levels between PIH and PE groups. A strong inverse across-subject correlation was found between PlGF and sEng levels. A weak inverse correlation was found between PlGF and UtA RI, and PlGF and UtA PI. A moderate inverse correlation was found between PlGF and PPG RI. A moderate positive correlation was found between either sEng and UtA RI or sEng and UtA PI. A very strong positive correlation was found between sEng and PPG RI. Taken together, the current results indicated that maternal effects related to cardiovascular adaptation to placentation and systemic inflammation exhibited significant differences between NP and PIH or PE groups. Therefore, assessment of UtA and PPG could be used for identifying high-risk pregnancy.
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Affiliation(s)
- Xiurong Sun
- Department of Obstetrics and Gynecology, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Fangming Su
- Department of Obstetrics and Gynecology, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Xuelin Chen
- Department of Obstetrics and Gynecology, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Qihui Peng
- Department of Ultrasonography, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Xiaomin Luo
- Department of Healthcare, Beijing Genomics Institute, Shenzhen, Guangdong 518083, P.R. China.,Tibet Branch, Beijing Genomics Institute, Lhasa, Tibet 850032, P.R. China
| | - Xinghai Hao
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Beijing 100029, P.R. China
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Chen H, Jiang F, Drzymalski D, Chen W, Feng Y, Miao J, Jiao C, Chen X. A novel parameter derived from photoplethysmographic pulse wave to distinguish preeclampsia from non-preeclampsia. Pregnancy Hypertens 2019; 15:166-170. [PMID: 30825916 DOI: 10.1016/j.preghy.2019.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 11/30/2018] [Accepted: 01/10/2019] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To describe the comparative hierarchical area ratio (CHAR), a novel parameter derived from the photoplethysmographic (PPG) pulse wave and differences in CHAR values in parturients with and without preeclampsia (PE). METHODS A total of 59 parturients (37 without and 22 with PE) was conducted at the Women's Hospital, Zhejiang University, School of Medicine in Hangzhou, China. We calculated the CHAR values derived from the PPG pulse wave and compared them in parturients with and without PE. RESULT The values of CHAR derived from the parturients with PE were lower compared to those without PE (p < 0.01). The ROC analysis indicated that the best threshold for the mean value of CHAR was 7.92 to predict PE with a sensitivity of 86.4% and a specificity of 87.1%, while the threshold for the standard deviation of CHAR was 0.76 with a sensitivity of 77.3% and a specificity of 77.4%. The area under the curve (AUC) was 0.91 for mean value of CHAR while 0.78 for standard deviation of CHAR. Meanwhile, a contrast of AUC between CHAR and the former parameter we proposed showed CHAR had better performance in distinguishing PE (0.908 over 0.615, p < 0.01). CONCLUSION The novel parameter, CHAR, derived from PPG pulse wave differs in parturients with and without PE with high sensitivity and specificity, suggesting that the CHAR might be an effective tool in differentiating the presence of PE.
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Affiliation(s)
- Hang Chen
- College of Biomedical Engineering and Instrument Science, Zhejiang University, China; Key Lab of Biomedical Engineering of Ministry of Education, Zhejiang University, China; Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, China
| | - Feng Jiang
- College of Biomedical Engineering and Instrument Science, Zhejiang University, China; Key Lab of Biomedical Engineering of Ministry of Education, Zhejiang University, China; Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, China
| | - Dan Drzymalski
- Tufts Medical Center, Department of Anesthesiology, Boston, MA, USA
| | - Wanlin Chen
- College of Biomedical Engineering and Instrument Science, Zhejiang University, China; Key Lab of Biomedical Engineering of Ministry of Education, Zhejiang University, China; Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, China
| | - Ying Feng
- Women's Hospital, Zhejiang University, School of Medicine, China
| | - Jiajun Miao
- College of Biomedical Engineering and Instrument Science, Zhejiang University, China; Key Lab of Biomedical Engineering of Ministry of Education, Zhejiang University, China; Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, China
| | - Cuicui Jiao
- Women's Hospital, Zhejiang University, School of Medicine, China
| | - Xinzhong Chen
- Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, China; Women's Hospital, Zhejiang University, School of Medicine, China.
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Arterial stiffness in normal pregnancy as assessed by digital pulse wave analysis by photoplethysmography – A longitudinal study. Pregnancy Hypertens 2019; 15:51-56. [DOI: 10.1016/j.preghy.2018.11.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 10/14/2018] [Accepted: 11/12/2018] [Indexed: 11/23/2022]
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Fabjan-Vodusek V, Kumer K, Osredkar J, Verdenik I, Gersak K, Premru-Srsen T. Correlation between uterine artery Doppler and the sFlt-1/PlGF ratio in different phenotypes of placental dysfunction. Hypertens Pregnancy 2018; 38:32-40. [PMID: 30485134 DOI: 10.1080/10641955.2018.1550579] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
OBJECTIVE To explore correlations between the sFlt-1/PlGF ratio and uterine arteries (UtA) Doppler indexes in placental dysfunction-related disorders (PDD). METHODS We prospectively included women with a singleton pregnancy with preeclampsia (PE) only (n = 22), preeclampsia with fetal growth restriction (FGR) (n = 32), FGR only (n = 12), or normal pregnancy (n = 29). RESULTS In PDDs, significantly positive correlations between the sFlt-1/PlGF ratio and the mean UtA pulsatility (mPI-UtA), as well as the resistance index (mRI-UtA) were found (p = 0.015, p = 0.019, respectively), but not in normal pregnancies. PDD with signs of impaired placentation, evidenced by the increased sFlt-1/PlGF ratio and mPI-UtA, was found in 50.0%, and, by the increased sFlt-1/PlGF ratio and mRI-UtA, in 65.2%. PDD without signs of impaired placentation, evidenced by the increased sFlt-1/PlGF ratio but normal mPI-UtA, was found in 24.2%, and, by the increased sFlt-1/PlGF ratio but normal mRI-UtA, in 7.6%. A substantial proportion of women with signs of impaired placentation were diagnosed with FGR with or without PE. CONCLUSION In PDD, the sFlt-1/PlGF ratio and UtA Doppler indexes increase proportionally. Correlations between the sFlt-1/PlGF ratio and UtA Doppler indexes might help to distinguish between PDDs with and without impaired placentation. However, further studies are needed to explore the correlations in different phenotypes of PDD.
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Affiliation(s)
- Vesna Fabjan-Vodusek
- a Department of Perinatology, Division of Obstetrics and Gynecology , University Medical Centre Ljubljana , Ljubljana , Slovenia
| | - Kristina Kumer
- b Institute for Clinical chemistry and Biochemistry , University Medical Centre Ljubljana , Ljubljana , Slovenia
| | - Josko Osredkar
- b Institute for Clinical chemistry and Biochemistry , University Medical Centre Ljubljana , Ljubljana , Slovenia
| | - Ivan Verdenik
- c Research Unit, Division of Obstetrics and Gynecology , University Medical Centre Ljubljana , Ljubljana , Slovenia
| | - Ksenija Gersak
- c Research Unit, Division of Obstetrics and Gynecology , University Medical Centre Ljubljana , Ljubljana , Slovenia.,d Medical Faculty , University Ljubljana , Ljubljana , Slovenia
| | - Tanja Premru-Srsen
- a Department of Perinatology, Division of Obstetrics and Gynecology , University Medical Centre Ljubljana , Ljubljana , Slovenia.,d Medical Faculty , University Ljubljana , Ljubljana , Slovenia
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Care AS, Bourque SL, Morton JS, Hjartarson EP, Robertson SA, Davidge ST. Reduction in Regulatory T Cells in Early Pregnancy Causes Uterine Artery Dysfunction in Mice. Hypertension 2018; 72:177-187. [PMID: 29785960 DOI: 10.1161/hypertensionaha.118.10858] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 01/30/2018] [Accepted: 04/09/2018] [Indexed: 01/10/2023]
Abstract
Preeclampsia, fetal growth restriction, and miscarriage remain important causes of maternal and perinatal morbidity and mortality. These complications are associated with reduced numbers of a specialized T lymphocyte subset called regulatory T cells (Treg cells) in the maternal circulation, decidua, and placenta. Treg cells suppress inflammation and prevent maternal immunity toward the fetus, which expresses foreign paternal alloantigens. Treg cells are demonstrated to contribute to vascular homeostasis, but whether Treg cells influence the vascular adaptations essential for a healthy pregnancy is unknown. Thus, using a mouse model of Treg-cell depletion, we investigated the hypothesis that depletion of Treg cells would cause increased inflammation and aberrant uterine artery function. Here, we show that Treg-cell depletion resulted in increased embryo resorption and increased production of proinflammatory cytokines. Mean arterial pressure exhibited greater modulation by NO in Treg cell-deficient mice because the L-NG-nitroarginine methyl ester-induced increase in mean arterial pressure was 46% greater compared with Treg cell-replete mice. Uterine artery function, which is essential for the supply of nutrients to the placenta and fetus, demonstrated dysregulated hemodynamics after Treg-cell depletion. This was evidenced by increased uterine artery resistance and pulsatility indices and enhanced conversion of bET-1 (big endothelin-1) to the active and potent vasoconstrictor, ET-1 (endothelin-1). These data demonstrate an essential role for Treg cells in modulating uterine artery function during pregnancy and implicate Treg-cell control of maternal vascular function as a key mechanism underlying normal fetal and placental development.
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Affiliation(s)
- Alison S Care
- From the Robinson Research Institute, Adelaide Health and Medical Sciences, University of Adelaide, South Australia, Australia (A.S.C., S.A.R.) .,Department of Obstetrics and Gynecology (A.S.C., J.S.M., E.P.H., S.T.D.).,Women and Children's Health Research Institute, Edmonton, Canada (A.S.C., S.L.B., J.S.M., E.P.H., S.T.D.)
| | - Stephane L Bourque
- Department of Anesthesiology and Pain Medicine (S.L.B.), University of Alberta, Edmonton, Canada
| | - Jude S Morton
- Department of Obstetrics and Gynecology (A.S.C., J.S.M., E.P.H., S.T.D.).,Women and Children's Health Research Institute, Edmonton, Canada (A.S.C., S.L.B., J.S.M., E.P.H., S.T.D.)
| | - Emma P Hjartarson
- Department of Obstetrics and Gynecology (A.S.C., J.S.M., E.P.H., S.T.D.).,Women and Children's Health Research Institute, Edmonton, Canada (A.S.C., S.L.B., J.S.M., E.P.H., S.T.D.)
| | - Sarah A Robertson
- From the Robinson Research Institute, Adelaide Health and Medical Sciences, University of Adelaide, South Australia, Australia (A.S.C., S.A.R.)
| | - Sandra T Davidge
- Department of Obstetrics and Gynecology (A.S.C., J.S.M., E.P.H., S.T.D.).,Women and Children's Health Research Institute, Edmonton, Canada (A.S.C., S.L.B., J.S.M., E.P.H., S.T.D.)
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von Wowern E, Olofsson P. Can flavonoid-rich chocolate modulate arterial elasticity and pathological uterine artery Doppler blood flow in pregnant women? A pilot study. J Matern Fetal Neonatal Med 2017; 31:2293-2298. [PMID: 28612673 DOI: 10.1080/14767058.2017.1341483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Dark chocolate has shown beneficial effects on cardiovascular health and might also modulate hypertensive complications in pregnancy and uteroplacental blood flow. Increased uteroplacental resistance is associated with systemic arterial stiffness. We aimed to investigate the short-term effect of flavonoid-rich chocolate on arterial stiffness and Doppler blood flow velocimetry indexes in pregnant women with compromised uteroplacental blood flow. METHODS Doppler blood flow velocimetry and digital pulse wave analysis (DPA) were performed in 25 women pregnant in the second and third trimesters with uterine artery (UtA) score (UAS) 3-4, before and after 3 days of ingestion of chocolate with high flavonoid and antioxidant contents. UtA pulsatility index (PI), UtA diastolic notching, UAS (semiquantitative measure of PI and notching combined), and umbilical artery PI were calculated, and DPA variables representing central and peripheral maternal arteries were recorded. RESULTS Mean UtA PI (p = .049) and UAS (p = .025) significantly decreased after chocolate consumption. There were no significant changes in UtA diastolic notching or any DPA indexes of arterial stiffness/vascular tone. CONCLUSION Chocolate may have beneficial effects on the uteroplacental circulation, but in this pilot study, we could not demonstrate effects on arterial vascular tone as assessed by DPA.
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Affiliation(s)
- Emma von Wowern
- a Institution of Clinical Sciences Malmö, Department of Obstetrics and Gynecology, Skåne University Hospital, Lund University , Malmö , Sweden
| | - Per Olofsson
- a Institution of Clinical Sciences Malmö, Department of Obstetrics and Gynecology, Skåne University Hospital, Lund University , Malmö , Sweden
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von Wowern E, Andersson J, Skarping ID, Howie MT, Olofsson P. Association between uterine artery Doppler blood flow changes and arterial wall elasticity in pregnant women. J Matern Fetal Neonatal Med 2016; 30:2309-2314. [PMID: 27734717 DOI: 10.1080/14767058.2016.1247264] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Uterine artery (UtA) Doppler velocimetry changes and increased arterial stiffness are associated with preeclampsia. We aimed to investigate the relation between UtA velocimetry changes and arterial stiffness in pregnant women. METHODS Doppler velocimetry and photoplethysmographic digital pulse wave analysis (DPA) were performed in 173 pregnant women in the second or the third trimester, where UtA Doppler pulsatility index (PI), diastolic notching, and UtA score (UAS) combining notching and high PI were calculated. DPA stiffness parameters representing large arteries were ejection elasticity index (EEI) and b/a, small arteries dicrotic index (DI) and d/a, and global stiffness the aging index (AI). RESULTS One hundred and thirty women had normal Doppler and 43 had diastolic notching, of whom nine had high PI. DI indicated increased stiffness in small arteries when notching was present (p = 0.044) and showed a significant but weak correlation to UAS (p = 0.025, tau 0.12). EEI and b/a indicated increased large artery stiffness (p ≤0.014), d/a small artery stiffness (p = 0.023), and AI a systemic stiffness (p = 0.040) when high PI. CONCLUSION High UtA PI was associated with increased systemic arterial stiffness, whereas notching was related to increased stiffness in small arteries only. This indicates pathophysiological differences between the two Doppler parameters.
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Affiliation(s)
- Emma von Wowern
- a Department of Obstetrics and Gynecology , Institution of Clinical Sciences, Skåne University Hospital, Lund University , Malmö , Sweden
| | - Jakob Andersson
- a Department of Obstetrics and Gynecology , Institution of Clinical Sciences, Skåne University Hospital, Lund University , Malmö , Sweden
| | - Ida Dalene Skarping
- a Department of Obstetrics and Gynecology , Institution of Clinical Sciences, Skåne University Hospital, Lund University , Malmö , Sweden
| | - Maria Teresa Howie
- a Department of Obstetrics and Gynecology , Institution of Clinical Sciences, Skåne University Hospital, Lund University , Malmö , Sweden
| | - Per Olofsson
- a Department of Obstetrics and Gynecology , Institution of Clinical Sciences, Skåne University Hospital, Lund University , Malmö , Sweden
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