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Mbwele B, Twaha A, Maksym K, Caputo M, Mkenda DD, Halpern H, Berney S, Kaminyoge EA, Kaminyoge MS, Kaler M, Sobhy S, Hillman SL. The impact of a blended multidisciplinary training for the management of obstetric haemorrhage in Mbeya, Tanzania. Front Glob Womens Health 2023; 4:1270261. [PMID: 38145250 PMCID: PMC10748492 DOI: 10.3389/fgwh.2023.1270261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 11/09/2023] [Indexed: 12/26/2023] Open
Abstract
Background The Maternal Mortality Rate (MMR) in Tanzania is 78 times higher than that of the UK. Obstetric haemorrhage accounts for two-thirds of these deaths in Mbeya, Tanzania. A lack of healthcare providers' (HCPs') competencies has been the key attribute. This study measured the impact on HCP's competencies from a blended training programme on obstetric haemorrhage. Methods A "before and after" cohort study was undertaken with HCPs in 4 hospitals in the Mbeya region of Tanzania between August 2021 and April 2022. A multidisciplinary cohort of 34 HCPs (doctors, nurses, midwives, anaesthetists and radiologists) were enrolled on a blended face-to-face and virtual training course. The training was delivered by a multidisciplinary team (MDT) from London, UK, assisted by local multidisciplinary trainers from Mbeya, Tanzania and covered anaesthetic, obstetrics, haematology and sonographic use. Results There were 33 HCP in the cohort of trainees where 30/33 (90.9%) of HCPs improved their Anaesthesia skills with a mean score improvement of 26% i.e., 0.26 (-0.009 -0.50), 23 HCPs (69.7%) improved obstetric skills 18% i.e., 0.18 (-0.16 to 0.50), 19 (57.6%), (57.6%) improved competences in Haematology 15%.i.e., 0.15 (-0.33 to 0.87), 20 out of 29 HCPs with ultrasound access (68.8%) improved Sonographic skills 13%.i.e., 0.13 (-0.31 to 0.54). All 33 HCPs (100%) presented a combined change with the mean score improvement of difference of 25% i.e., 0.25 (0.05-0.66). The deaths attributed to obstetric haemorrhage, the mortality rate declined from 76/100,000 to 21/100,000 live births. Actual number of deaths due to obstetric haemorrhage declined from 8 before training to 3 after the completion of the training. Conclusion This comprehensive blended training on anaesthetic surgical, haematological, and sonographic management of obstetric haemorrhage delivers a significant positive impact on the detection, management and outcomes of obstetric haemorrhage.
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Affiliation(s)
- Bernard Mbwele
- Department of Epidemiology and Bio-Statistics, University of Dar es Salaam—Mbeya College of Health and Allied Sciences, UDSM-MCHAS, Mbeya, Tanzania
- Programme Development, Vijiji Tanzania, Mbeya, Tanzania
| | - Amani Twaha
- Obstetrics Department, Mbeya Zonal Referral Hospital (MZRH), Mbeya, Tanzania
| | - Kasia Maksym
- Medical School Building, UCL EGA Institute for Women’s Health, London, United Kingdom
| | - Matthew Caputo
- Department of Statistics, Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Delfina D. Mkenda
- Obstetrics Department, Mbeya Zonal Referral Hospital (MZRH), Mbeya, Tanzania
| | - Helen Halpern
- Programme Development, Tanzania UK Healthcare Diaspora Association, London, United Kingdom
| | - Sylvia Berney
- Programme Development, Tanzania UK Healthcare Diaspora Association, London, United Kingdom
| | - Elias A. Kaminyoge
- Obstetrics Department, Mbeya Zonal Referral Hospital (MZRH), Mbeya, Tanzania
| | | | - Mandeep Kaler
- Women’s Health Research Unit, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Soha Sobhy
- Women’s Health Research Unit, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Sara L. Hillman
- Medical School Building, UCL EGA Institute for Women’s Health, London, United Kingdom
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Spencer R, Maksym K, Hecher K, Maršál K, Figueras F, Ambler G, Whitwell H, Nené NR, Sebire NJ, Hansson SR, Diemert A, Brodszki J, Gratacós E, Ginsberg Y, Weissbach T, Peebles DM, Zachary I, Marlow N, Huertas-Ceballos A, David AL. Maternal PlGF and umbilical Dopplers predict pregnancy outcomes at diagnosis of early-onset fetal growth restriction. J Clin Invest 2023; 133:e169199. [PMID: 37712421 PMCID: PMC10503803 DOI: 10.1172/jci169199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 06/27/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUNDSevere, early-onset fetal growth restriction (FGR) causes significant fetal and neonatal mortality and morbidity. Predicting the outcome of affected pregnancies at the time of diagnosis is difficult, thus preventing accurate patient counseling. We investigated the use of maternal serum protein and ultrasound measurements at diagnosis to predict fetal or neonatal death and 3 secondary outcomes: fetal death or delivery at or before 28+0 weeks, development of abnormal umbilical artery (UmA) Doppler velocimetry, and slow fetal growth.METHODSWomen with singleton pregnancies (n = 142, estimated fetal weights [EFWs] below the third centile, less than 600 g, 20+0 to 26+6 weeks of gestation, no known chromosomal, genetic, or major structural abnormalities) were recruited from 4 European centers. Maternal serum from the discovery set (n = 63) was analyzed for 7 proteins linked to angiogenesis, 90 additional proteins associated with cardiovascular disease, and 5 proteins identified through pooled liquid chromatography and tandem mass spectrometry. Patient and clinician stakeholder priorities were used to select models tested in the validation set (n = 60), with final models calculated from combined data.RESULTSThe most discriminative model for fetal or neonatal death included the EFW z score (Hadlock 3 formula/Marsal chart), gestational age, and UmA Doppler category (AUC, 0.91; 95% CI, 0.86-0.97) but was less well calibrated than the model containing only the EFW z score (Hadlock 3/Marsal). The most discriminative model for fetal death or delivery at or before 28+0 weeks included maternal serum placental growth factor (PlGF) concentration and UmA Doppler category (AUC, 0.89; 95% CI, 0.83-0.94).CONCLUSIONUltrasound measurements and maternal serum PlGF concentration at diagnosis of severe, early-onset FGR predicted pregnancy outcomes of importance to patients and clinicians.TRIAL REGISTRATIONClinicalTrials.gov NCT02097667.FUNDINGThe European Union, Rosetrees Trust, Mitchell Charitable Trust.
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Affiliation(s)
- Rebecca Spencer
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Kasia Maksym
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
| | - Kurt Hecher
- Department of Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Karel Maršál
- Department of Obstetrics and Gynaecology, Institute of Clinical Sciences Lund, Skane University Hospital, Lund University, Lund, Sweden
| | - Francesc Figueras
- Institut D’Investigacions Biomèdiques August Pi í Sunyer, University of Barcelona, Barcelona Center for Maternal-Fetal and Neonatal Medicine, Barcelona, Spain
| | - Gareth Ambler
- Department of Statistical Science, University College London, London, United Kingdom
| | - Harry Whitwell
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
- National Phenome Centre and Imperial Clinical Phenotyping Centre, Department of Metabolism, Digestion and Reproduction and
- Section of Bioanalytical Chemistry, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Nuno Rocha Nené
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
| | - Neil J. Sebire
- Population, Policy and Practice Department, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Stefan R. Hansson
- Department of Obstetrics and Gynaecology, Institute of Clinical Sciences Lund, Skane University Hospital, Lund University, Lund, Sweden
| | - Anke Diemert
- Department of Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jana Brodszki
- Department of Obstetrics and Gynaecology, Institute of Clinical Sciences Lund, Skane University Hospital, Lund University, Lund, Sweden
| | - Eduard Gratacós
- Institut D’Investigacions Biomèdiques August Pi í Sunyer, University of Barcelona, Barcelona Center for Maternal-Fetal and Neonatal Medicine, Barcelona, Spain
| | - Yuval Ginsberg
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
- Department of Obstetrics and Gynecology, Rambam Medical Centre, Haifa, Israel
| | - Tal Weissbach
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
- Department of Obstetrics and Gynecology, Sheba Medical Center Tel Hashomer, Tel Aviv, Israel
| | - Donald M. Peebles
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
| | - Ian Zachary
- Division of Medicine, Faculty of Medical Sciences, University College London, United Kingdom
| | - Neil Marlow
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
| | - Angela Huertas-Ceballos
- Neonatal Department, University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Anna L. David
- UCL Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, United Kingdom
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3
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Beesley MA, Davidson JR, Panariello F, Shibuya S, Scaglioni D, Jones BC, Maksym K, Ogunbiyi O, Sebire NJ, Cacchiarelli D, David AL, De Coppi P, Gerli MFM. COVID-19 and vertical transmission: assessing the expression of ACE2/TMPRSS2 in the human fetus and placenta to assess the risk of SARS-CoV-2 infection. BJOG 2022; 129:256-266. [PMID: 34735736 PMCID: PMC8652560 DOI: 10.1111/1471-0528.16974] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND Pregnant women have been identified as a potentially at-risk group concerning COVID-19 infection, but little is known regarding the susceptibility of the fetus to infection. Co-expression of ACE2 and TMPRSS2 has been identified as a prerequisite for infection, and expression across different tissues is known to vary between children and adults. However, the expression of these proteins in the fetus is unknown. METHODS We performed a retrospective analysis of a single cell data repository. The data were then validated at both gene and protein level by performing RT-qPCR and two-colour immunohistochemistry on a library of second-trimester human fetal tissues. FINDINGS TMPRSS2 is present at both gene and protein level in the predominantly epithelial fetal tissues analysed. ACE2 is present at significant levels only in the fetal intestine and kidney, and is not expressed in the fetal lung. The placenta also does not co-express the two proteins across the second trimester or at term. INTERPRETATION This dataset indicates that the lungs are unlikely to be a viable route of SARS-CoV2 fetal infection. The fetal kidney, despite presenting both the proteins required for the infection, is anatomically protected from the exposure to the virus. However, the gastrointestinal tract is likely to be susceptible to infection due to its high co-expression of both proteins, as well as its exposure to potentially infected amniotic fluid. TWEETABLE ABSTRACT This work provides detailed mechanistic insight into the relative protection & vulnerabilities of the fetus & placenta to SARS-CoV-2 infection by scRNAseq & protein expression analysis for ACE2 & TMPRSS2. The findings help to explain the low rate of vertical transmission.
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Affiliation(s)
- MA Beesley
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
| | - JR Davidson
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
- EGA Institute for Women’s HealthUniversity College LondonUK
| | - F Panariello
- Telethon Institute of Genetics and Medicine (TIGEM)Armenise/Harvard Laboratory of Integrative GenomicsPozzuoliItaly
| | - S Shibuya
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
| | - D Scaglioni
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
| | - BC Jones
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
| | - K Maksym
- EGA Institute for Women’s HealthUniversity College LondonUK
| | - O Ogunbiyi
- NIHR Great Ormond Street Biomedical Research CentreLondonUK
| | - NJ Sebire
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
- Department of Translational MedicineUniversity of Naples ‘Federico II’NaplesItaly
| | - D Cacchiarelli
- Telethon Institute of Genetics and Medicine (TIGEM)Armenise/Harvard Laboratory of Integrative GenomicsPozzuoliItaly
- Department of Translational MedicineUniversity of Naples ‘Federico II’NaplesItaly
| | - AL David
- EGA Institute for Women’s HealthUniversity College LondonUK
- Fetal Medicine UnitUniversity College London NHS Foundation TrustLondonUK
| | - P De Coppi
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
- NIHR Great Ormond Street Biomedical Research CentreLondonUK
- Great Ormond Street Hospital for ChildrenLondonUK
| | - MFM Gerli
- Great Ormond Street Institute of Child HealthUniversity College LondonUK
- UCL Division of Surgery and Interventional ScienceRoyal Free HospitalLondonUK
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4
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Maksym K, David A. Uterine artery and umbilical vein volume blood flow in early onset severe fetal growth restriction. Placenta 2021. [DOI: 10.1016/j.placenta.2021.07.197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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5
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Ovadia C, Sajous J, Seed PT, Patel K, Williamson NJ, Attilakos G, Azzaroli F, Bacq Y, Batsry L, Broom K, Brun-Furrer R, Bull L, Chambers J, Cui Y, Ding M, Dixon PH, Estiú MC, Gardiner FW, Geenes V, Grymowicz M, Günaydin B, Hague WM, Haslinger C, Hu Y, Indraccolo U, Juusela A, Kane SC, Kebapcilar A, Kebapcilar L, Kohari K, Kondrackienė J, Koster MPH, Lee RH, Liu X, Locatelli A, Macias RIR, Madazli R, Majewska A, Maksym K, Marathe JA, Morton A, Oudijk MA, Öztekin D, Peek MJ, Shennan AH, Tribe RM, Tripodi V, Türk Özterlemez N, Vasavan T, Wong LFA, Yinon Y, Zhang Q, Zloto K, Marschall HU, Thornton J, Chappell LC, Williamson C. Ursodeoxycholic acid in intrahepatic cholestasis of pregnancy: a systematic review and individual participant data meta-analysis. Lancet Gastroenterol Hepatol 2021; 6:547-558. [PMID: 33915090 PMCID: PMC8192305 DOI: 10.1016/s2468-1253(21)00074-1] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 02/19/2021] [Accepted: 02/22/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Ursodeoxycholic acid is commonly used to treat intrahepatic cholestasis of pregnancy, yet its largest trial detected minimal benefit for a composite outcome (stillbirth, preterm birth, and neonatal unit admission). We aimed to examine whether ursodeoxycholic acid affects specific adverse perinatal outcomes. METHODS In this systematic review and individual participant data meta-analysis, we searched PubMed, Web of Science, Embase, MEDLINE, CINAHL, Global Health, MIDIRS, and Cochrane without language restrictions for relevant articles published between database inception, and Jan 1, 2020, using search terms referencing intrahepatic cholestasis of pregnancy, ursodeoxycholic acid, and perinatal outcomes. Eligible studies had 30 or more study participants and reported on at least one individual with intrahepatic cholestasis of pregnancy and bile acid concentrations of 40 μmol/L or more. We also included two unpublished cohort studies. Individual participant data were collected from the authors of selected studies. The primary outcome was the prevalence of stillbirth, for which we anticipated there would be insufficient data to achieve statistical power. Therefore, we included a composite of stillbirth and preterm birth as a main secondary outcome. A mixed-effects meta-analysis was done using multi-level modelling and adjusting for bile acid concentration, parity, and multifetal pregnancy. Individual participant data analyses were done for all studies and in different subgroups, which were produced by limiting analyses to randomised controlled trials only, singleton pregnancies only, or two-arm studies only. This study is registered with PROSPERO, CRD42019131495. FINDINGS The authors of the 85 studies fulfilling our inclusion criteria were contacted. Individual participant data from 6974 women in 34 studies were included in the meta-analysis, of whom 4726 (67·8%) took ursodeoxycholic acid. Stillbirth occurred in 35 (0·7%) of 5097 fetuses among women with intrahepatic cholestasis of pregnancy treated with ursodeoxycholic acid and in 12 (0·6%) of 2038 fetuses among women with intrahepatic cholestasis of pregnancy not treated with ursodeoxycholic acid (adjusted odds ratio [aOR] 1·04, 95% CI 0·35-3·07; p=0·95). Ursodeoxycholic acid treatment also had no effect on the prevalence of stillbirth when considering only randomised controlled trials (aOR 0·29, 95% CI 0·04-2·42; p=0·25). Ursodeoxycholic acid treatment had no effect on the prevalence of the composite outcome in all studies (aOR 1·28, 95% CI 0·86-1·91; p=0·22), but was associated with a reduced composite outcome when considering only randomised controlled trials (0·60, 0·39-0·91; p=0·016). INTERPRETATION Ursodeoxycholic acid treatment had no significant effect on the prevalence of stillbirth in women with intrahepatic cholestasis of pregnancy, but our analysis was probably limited by the low overall event rate. However, when considering only randomised controlled trials, ursodeoxycholic acid was associated with a reduction in stillbirth in combination with preterm birth, providing evidence for the clinical benefit of antenatal ursodeoxycholic acid treatment. FUNDING Tommy's, the Wellcome Trust, ICP Support, and the National Institute for Health Research.
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Affiliation(s)
- Caroline Ovadia
- Department of Women and Children's Health, King's College London, London, UK
| | - Jenna Sajous
- Department of Women and Children's Health, King's College London, London, UK
| | - Paul T Seed
- Department of Women and Children's Health, King's College London, London, UK
| | - Kajol Patel
- Department of Women and Children's Health, King's College London, London, UK
| | | | - George Attilakos
- Department of Obstetrics and Gynaecology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Francesco Azzaroli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Yannick Bacq
- Department of Hepatology and Gastroenterology, University Hospital of Tours, Tours, France
| | - Linoy Batsry
- Department of Obstetrics and Gynecology, Sheba Medical Center, Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Kelsey Broom
- Bendigo Healthcare Group, Bendigo, VIC, Australia
| | - Romana Brun-Furrer
- Department of Obstetrics, University Hospital Zurich, Zurich, Switzerland
| | - Laura Bull
- Department of Medicine and Institute for Human Genetics, University of California, San Francisco, CA, USA
| | - Jenny Chambers
- Women's Health Research Centre, Imperial College London, London, UK
| | - Yue Cui
- School of Laboratory Medicine, Chongqing Medical University, Chongqing, China
| | - Min Ding
- School of Laboratory Medicine, Chongqing Medical University, Chongqing, China
| | - Peter H Dixon
- Department of Women and Children's Health, King's College London, London, UK
| | - Maria C Estiú
- Ramón Sardá Mother's and Children's Hospital, Buenos Aires, Argentina
| | | | - Victoria Geenes
- Department of Women and Children's Health, King's College London, London, UK
| | - Monika Grymowicz
- Department of Gynecological Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Berrin Günaydin
- Department of Anesthesiology and Reanimation, Gazi University School of Medicine, Ankara, Turkey
| | - William M Hague
- Robinson Research Institute, University of Adelaide, Adelaide, SA, Australia
| | | | - Yayi Hu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Ugo Indraccolo
- Maternal-Infantile Department, Complex Operative Unit of Obstetrics and Gynecology Alto Tevere Hospital of Città di Castello, Città di Castello, Italy
| | | | - Stefan C Kane
- Department of Maternal-Fetal Medicine, Royal Women's Hospital, Parkville, VIC, Australia; Department of Obstetrics and Gynaecology, University of Melbourne, Melbourne, VIC, Australia
| | - Ayse Kebapcilar
- Department of Gynecology and Obstetrics, Selcuk University, Konya, Turkey
| | | | - Katherine Kohari
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA
| | - Jūratė Kondrackienė
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Maria P H Koster
- Department of Obstetrics and Gynaecology, Erasmus MC, University Medical Center Rotterdam, Netherlands
| | - Richard H Lee
- Department of Obstetrics and Gynecology, Keck School of Medicine University of Southern California, Los Angeles, CA, USA
| | - Xiaohua Liu
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Anna Locatelli
- Department of Obstetrics and Gynecology, University of Milano-Bicocca, Monza, Italy
| | - Rocio I R Macias
- Department of Physiology and Pharmacology, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
| | - Riza Madazli
- Department of Obstetrics and Gynecology, Istanbul University, Cerrahpaşa, Istanbul, Turkey
| | - Agata Majewska
- First Department of Obstetrics and Gynecology, Medical University of Warsaw, Warsaw, Poland
| | - Kasia Maksym
- Department of Obstetrics and Gynaecology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Jessica A Marathe
- Department of Cardiology, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Adam Morton
- Department of Obstetric Medicine, Mater Health Services Public Hospital, Brisbane, QLD, Australia
| | - Martijn A Oudijk
- Department of Obstetrics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Deniz Öztekin
- Department of Obstetrics and Gynecology, İzmir Bakircay University, İzmir, Turkey
| | - Michael J Peek
- ANU Medical School, College of Health and Medicine, The Australian National University, Canberra, ACT, Australia
| | - Andrew H Shennan
- Department of Women and Children's Health, King's College London, London, UK
| | - Rachel M Tribe
- Department of Women and Children's Health, King's College London, London, UK
| | - Valeria Tripodi
- Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Naciye Türk Özterlemez
- Department of Anesthesiology and Reanimation, Gazi University School of Medicine, Ankara, Turkey
| | - Tharni Vasavan
- Department of Women and Children's Health, King's College London, London, UK
| | - L F Audris Wong
- Department of Women's and Newborn, Gold Coast University Hospital, Southport, QLD, Australia
| | - Yoav Yinon
- Department of Obstetrics and Gynecology, Sheba Medical Center, Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Qianwen Zhang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Keren Zloto
- Department of Obstetrics and Gynecology, Sheba Medical Center, Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Hanns-Ulrich Marschall
- Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Jim Thornton
- Division of Child Health, Obstetrics and Gynaecology, University of Nottingham, Nottingham, UK
| | - Lucy C Chappell
- Department of Women and Children's Health, King's College London, London, UK
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6
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Aughwane R, Mufti N, Flouri D, Maksym K, Spencer R, Sokolska M, Kendall G, Atkinson D, Bainbridge A, Deprest J, Vercauteren T, Ourselin S, David AL, Melbourne A. Magnetic resonance imaging measurement of placental perfusion and oxygen saturation in early-onset fetal growth restriction. BJOG 2020; 128:337-345. [PMID: 32603546 PMCID: PMC7613436 DOI: 10.1111/1471-0528.16387] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2020] [Indexed: 01/31/2023]
Abstract
OBJECTIVE We hypothesised that a multi-compartment magnetic resonance imaging (MRI) technique that is sensitive to fetal blood oxygenation would identify changes in placental blood volume and fetal blood oxygenation in pregnancies complicated by early-onset fetal growth restriction (FGR). DESIGN Case-control study. SETTING London, UK. POPULATION Women with uncomplicated pregnancies (estimated fetal weight [EFW] >10th centile for gestational age [GA] and normal maternal and fetal Doppler ultrasound, n = 12) or early-onset FGR (EFW <3rd centile with or without abnormal Doppler ultrasound <32 weeks GA, n = 12) were studied. METHODS All women underwent MRI examination. Using a multi-compartment MRI technique, we quantified fetal and maternal blood volume and feto-placental blood oxygenation. MAIN OUTCOME MEASURES Disease severity was stratified according to Doppler pulsatility index and the relationship to the MRI parameters was investigated, including the influence of GA at scan. RESULTS The FGR group (mean GA 27+5 weeks, range 24+2 to 33+6 weeks) had a significantly lower EFW compared with the control group (mean GA 29+1 weeks; -705 g, 95% CI -353 to -1057 g). MRI-derived feto-placental oxygen saturation was higher in controls compared with FGR (75 ± 9.6% versus 56 ± 16.2%, P = 0.02, 95% CI 7.8-30.3%). Feto-placental oxygen saturation estimation correlated strongly with GA at scan in controls (r = -0.83). CONCLUSION Using a novel multimodal MRI protocol we demonstrated reduced feto-placental blood oxygen saturation in pregnancies complicated by early-onset FGR. The degree of abnormality correlated with disease severity defined by ultrasound Doppler findings. Gestational age-dependent changes in oxygen saturation were also present in normal pregnancies. TWEETABLE ABSTRACT MRI reveals differences in feto-placental oxygen saturation between normal and FGR pregnancy that is associated with disease severity.
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Affiliation(s)
- R Aughwane
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK.,Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - N Mufti
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK.,Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - D Flouri
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,School of Biomedical Engineering and Imaging, Kings College London, London, UK
| | - K Maksym
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK
| | - R Spencer
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK.,University of Leeds, Leeds, UK
| | - M Sokolska
- Medical Physics, University College Hospital, London, UK
| | - G Kendall
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK
| | - D Atkinson
- Centre for Medical Imaging, University College London, London, UK
| | - A Bainbridge
- Medical Physics, University College Hospital, London, UK
| | - J Deprest
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK.,School of Biomedical Engineering and Imaging, Kings College London, London, UK.,University Hospital KU Leuven, Leuven, Belgium
| | - T Vercauteren
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,School of Biomedical Engineering and Imaging, Kings College London, London, UK
| | - S Ourselin
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,School of Biomedical Engineering and Imaging, Kings College London, London, UK
| | - A L David
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK.,University Hospital KU Leuven, Leuven, Belgium.,NIHR University College London Hospitals Biomedical Research Centre, London, UK
| | - A Melbourne
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK.,Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,School of Biomedical Engineering and Imaging, Kings College London, London, UK
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Flouri D, Owen D, Aughwane R, Mufti N, Maksym K, Sokolska M, Kendall G, Bainbridge A, Atkinson D, Vercauteren T, Ourselin S, David AL, Melbourne A. Improved fetal blood oxygenation and placental estimated measurements of diffusion-weighted MRI using data-driven Bayesian modeling. Magn Reson Med 2019; 83:2160-2172. [PMID: 31742785 PMCID: PMC7064949 DOI: 10.1002/mrm.28075] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 10/22/2019] [Accepted: 10/22/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE Motion correction in placental DW-MRI is challenging due to maternal breathing motion, maternal movements, and rapid intensity changes. Parameter estimates are usually obtained using least-squares methods for voxel-wise fitting; however, they typically give noisy estimates due to low signal-to-noise ratio. We introduce a model-driven registration (MDR) technique which incorporates a placenta-specific signal model into the registration process, and we present a Bayesian approach for Diffusion-rElaxation Combined Imaging for Detailed placental Evaluation model to obtain individual and population trends in estimated parameters. METHODS MDR exploits the fact that a placenta signal model is available and thus we incorporate it into the registration to generate a series of target images. The proposed registration method is compared to a pre-existing method used for DCE-MRI data making use of principal components analysis. The Bayesian shrinkage prior (BSP) method has no user-defined parameters and therefore measures of parameter variation in a region of interest are determined by the data alone. The MDR method and the Bayesian approach were evaluated on 10 control 4D DW-MRI singleton placental data. RESULTS MDR method improves the alignment of placenta data compared to the pre-existing method. It also shows a further reduction of the residual error between the data and the fit. BSP approach showed higher precision leading to more clearly apparent spatial features in the parameter maps. Placental fetal oxygen saturation (FO2 ) showed a negative linear correlation with gestational age. CONCLUSIONS The proposed pipeline provides a robust framework for registering DW-MRI data and analyzing longitudinal changes of placental function.
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Affiliation(s)
- Dimitra Flouri
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.,Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - David Owen
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.,Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Rosalind Aughwane
- Institute for Women's Health, University College Hospital, London, United Kingdom
| | - Nada Mufti
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.,Institute for Women's Health, University College Hospital, London, United Kingdom
| | - Kasia Maksym
- Institute for Women's Health, University College Hospital, London, United Kingdom
| | | | - Giles Kendall
- Institute for Women's Health, University College Hospital, London, United Kingdom
| | - Alan Bainbridge
- Medical Physics, University College Hospital, London, United Kingdom
| | - David Atkinson
- Centre for Medical Imaging, University College London, London, United Kingdom
| | - Tom Vercauteren
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.,Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Sebastien Ourselin
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
| | - Anna L David
- Institute for Women's Health, University College Hospital, London, United Kingdom.,University Hospital KU Leuven, Leuven, Belgium.,NIHR Biomedical Research Centre, University College London Hospitals, London, United Kingdom
| | - Andrew Melbourne
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.,Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
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