- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT05326191
First-trimester Placental Ultrasound Study (First PLUS)
First-trimester Placental Ultrasound Study (First PLUS): an Observational Cohort Study to Assess the Clinical Utility of the OxNNet Toolkit for the Prediction of Adverse Pregnancy Outcomes.
Study Overview
Status
Intervention / Treatment
Detailed Description
The First PLUS study is a single centre, prospective, observational study recruiting 4000 women from The Harris Birthright Centre, which provides ultrasound scanning for all women who would attend King's College Hospital NHS Foundation Trust for their pregnancy care.
This study aims to develop a tool to provide reliable measurements of placental size and estimate the blood flow within the placenta during the first trimester of pregnancy. These metrics hope to develop a screening tool for fetal growth restriction (FGR), which is a condition in which a baby fails to grow to its full potential and can cause adverse pregnancy outcomes and is the single most common cause of stillbirth. This devastating outcome could potentially be reduced by stratifying pregnancies into high risk, allowing women to undergo additional monitoring and limiting clinician resource to those in need of it most. Stillbirth is also a serious adverse pregnancy outcome that NHS England is looking to reduce the rate of as part of their long-term plan.
Women 18 years of age or older, attending their first trimester scan during 11-14 weeks of pregnancy, who has a viable pregnancy with no more than one baby with no major defects identified during the scan will be eligible to take part.
The study will take place over 24 months and participants will undergo a single study visit in which their demographics and routine medical history will be recorded, an additional research ultrasound scan will be conducted alongside their routine scan, and blood from a sample taken as part of routine care will be used to assess the level of Placental Growth Factor (PlGF). Participants will then be followed up until the completion of their pregnancy via their pregnancy records (remote follow up) and the outcome of their pregnancy will be recorded.
Study Type
Enrollment (Actual)
Contacts and Locations
Study Locations
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London, United Kingdom, SE5 9RS
- King's College Hospital NHS, Fetal Medicine Foundation
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Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Pregnant
- 18 years of age, or older
- Presenting for first-trimester combined test screening between 11+0 and 13+6 weeks of pregnancy
- Participant is willing and able to give informed consent for participation in the investigation.
- Able to understand written or verbal English and able to access methods of translation.
- In the opinion of the investigator, the participant is not at risk or under stress or limited in their ability to participate in the study activities.
Exclusion Criteria:
- Participant with a multiple pregnancy (more than one viable fetus) discovered at the scan
- Participant with a non-viable pregnancy discovered at the scan (no detectable heartbeat)
- Pregnancies with major defects identified during 11+0 to13+6 week scan
- Any pregnancy subsequently found to be chromosomally abnormal as a result of either prenatal or postnatal testing
Study Plan
How is the study designed?
Design Details
- Observational Models: Cohort
- Time Perspectives: Prospective
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Fetal Growth restriction (FGR)
Time Frame: 24 months
|
Fetal Growth restriction (FGR) defined according to the ISUOG Delphi consensus guidelines for diagnosis of FGR, at the time of delivery.
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24 months
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Small for Gestational Age (GSA)
Time Frame: 24 months
|
Defined if <10 centile on population-based centiles or <10th centile on customised centiles, at the time of delivery.
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24 months
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Pre-eclampsia (with, and without, severe features)
Time Frame: 24 months
|
Defined by the ACOG guidelines for hypertensive disorders of pregnancy:
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24 months
|
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Gestational hypertension (PIH)
Time Frame: 24 months
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Defined by the ACOG guidelines for hypertensive disorders of pregnancy:
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24 months
|
|
Haemolysis, elevated liver enzymes and low platelets (HELLP) syndrome
Time Frame: 24 months
|
Defined by the ACOG guidelines for hypertensive disorders of pregnancy:
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24 months
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Eclampsia
Time Frame: 24 months
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Defined by the ACOG guidelines for hypertensive disorders of pregnancy(22)
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24 months
|
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Gestational diabetes
Time Frame: 24 months
|
Defined as fasting plasma glucose level ≥5.6 mmol/L and/or 2-h plasma glucose level ≥7.8 mmol/L after ingestion of 75g oral glucose.
|
24 months
|
|
Preterm Birth
Time Frame: 24 months
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Birth ≥24+0 weeks <37+0 weeks
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24 months
|
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Miscarriage
Time Frame: 24 months
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Live fetus at the first-trimester ultrasound scan but subsequent in utero fetal death or delivery <24+0 weeks
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24 months
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Stillbirth
Time Frame: 24 months
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Baby born with no signs of life at ≥24+0 weeks' gestation
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24 months
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Neonatal death
Time Frame: 24 months
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Baby born alive but dies within the first 28 days of life
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24 months
|
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Neonatal morbidity
Time Frame: 24 months
|
|
24 months
|
Collaborators and Investigators
Sponsor
Investigators
- Principal Investigator: Kypros Nicolaides, BSc, MMBS, Fetal Medicine Foundation
Publications and helpful links
General Publications
- Collins SL, Stevenson GN, Noble JA, Impey L. Rapid calculation of standardized placental volume at 11 to 13 weeks and the prediction of small for gestational age babies. Ultrasound Med Biol. 2013 Feb;39(2):253-60. doi: 10.1016/j.ultrasmedbio.2012.09.003. Epub 2012 Dec 4.
- Plasencia W, Akolekar R, Dagklis T, Veduta A, Nicolaides KH. Placental volume at 11-13 weeks' gestation in the prediction of birth weight percentile. Fetal Diagn Ther. 2011;30(1):23-8. doi: 10.1159/000324318. Epub 2011 Jun 23.
- Froen JF, Cacciatore J, McClure EM, Kuti O, Jokhio AH, Islam M, Shiffman J; Lancet's Stillbirths Series steering committee. Stillbirths: why they matter. Lancet. 2011 Apr 16;377(9774):1353-66. doi: 10.1016/S0140-6736(10)62232-5.
- Campbell HE, Kurinczuk JJ, Heazell A, Leal J, Rivero-Arias O. Healthcare and wider societal implications of stillbirth: a population-based cost-of-illness study. BJOG. 2018 Jan;125(2):108-117. doi: 10.1111/1471-0528.14972. Epub 2017 Dec 14.
- Cousens S, Blencowe H, Stanton C, Chou D, Ahmed S, Steinhardt L, Creanga AA, Tuncalp O, Balsara ZP, Gupta S, Say L, Lawn JE. National, regional, and worldwide estimates of stillbirth rates in 2009 with trends since 1995: a systematic analysis. Lancet. 2011 Apr 16;377(9774):1319-30. doi: 10.1016/S0140-6736(10)62310-0.
- Pillay T, Modi N, Rivero-Arias O, Manktelow B, Seaton SE, Armstrong N, Draper ES, Dawson K, Paton A, Ismail AQT, Yang M, Boyle EM. Optimising neonatal service provision for preterm babies born between 27 and 31 weeks gestation in England (OPTI-PREM), using national data, qualitative research and economic analysis: a study protocol. BMJ Open. 2019 Aug 22;9(8):e029421. doi: 10.1136/bmjopen-2019-029421.
- Monier I, Blondel B, Ego A, Kaminiski M, Goffinet F, Zeitlin J. Poor effectiveness of antenatal detection of fetal growth restriction and consequences for obstetric management and neonatal outcomes: a French national study. BJOG. 2015 Mar;122(4):518-27. doi: 10.1111/1471-0528.13148. Epub 2014 Oct 27.
- Looney P, Yin Y, Collins SL, Nicolaides KH, Plasencia W, Molloholli M, Natsis S, Stevenson GN. Fully Automated 3-D Ultrasound Segmentation of the Placenta, Amniotic Fluid, and Fetus for Early Pregnancy Assessment. IEEE Trans Ultrason Ferroelectr Freq Control. 2021 Jun;68(6):2038-2047. doi: 10.1109/TUFFC.2021.3052143. Epub 2021 May 25.
- Welsh AW, Fowlkes JB, Pinter SZ, Ives KA, Owens GE, Rubin JM, Kripfgans OD, Looney P, Collins SL, Stevenson GN. Three-dimensional US Fractional Moving Blood Volume: Validation of Renal Perfusion Quantification. Radiology. 2019 Nov;293(2):460-468. doi: 10.1148/radiol.2019190248. Epub 2019 Oct 1.
- Barker DJP. Fetal origins of cardiovascular disease. Ann Med. 1999;31(sup1):3-6. doi: 10.1080/07853890.1999.11904392.
- Rolnik DL, Wright D, Poon LC, O'Gorman N, Syngelaki A, de Paco Matallana C, Akolekar R, Cicero S, Janga D, Singh M, Molina FS, Persico N, Jani JC, Plasencia W, Papaioannou G, Tenenbaum-Gavish K, Meiri H, Gizurarson S, Maclagan K, Nicolaides KH. Aspirin versus Placebo in Pregnancies at High Risk for Preterm Preeclampsia. N Engl J Med. 2017 Aug 17;377(7):613-622. doi: 10.1056/NEJMoa1704559. Epub 2017 Jun 28.
- Mosimann B, Pfiffner C, Amylidi-Mohr S, Risch L, Surbek D, Raio L. First trimester combined screening for preeclampsia and small for gestational age - a single centre experience and validation of the FMF screening algorithm. Swiss Med Wkly. 2017 Aug 25;147:w14498. doi: 10.4414/smw.2017.14498. eCollection 2017.
- Collins SL, Birks JS, Stevenson GN, Papageorghiou AT, Noble JA, Impey L. Measurement of spiral artery jets: general principles and differences observed in small-for-gestational-age pregnancies. Ultrasound Obstet Gynecol. 2012 Aug;40(2):171-8. doi: 10.1002/uog.10149.
- Collins SL, Welsh AW, Impey L, Noble JA, Stevenson GN. 3D fractional moving blood volume (3D-FMBV) demonstrates decreased first trimester placental vascularity in pre-eclampsia but not the term, small for gestation age baby. PLoS One. 2017 Jun 1;12(6):e0178675. doi: 10.1371/journal.pone.0178675. eCollection 2017.
- Wareing M, Myers JE, O'Hara M, Baker PN. Sildenafil citrate (Viagra) enhances vasodilatation in fetal growth restriction. J Clin Endocrinol Metab. 2005 May;90(5):2550-5. doi: 10.1210/jc.2004-1831. Epub 2005 Feb 15.
- Dilworth MR, Andersson I, Renshall LJ, Cowley E, Baker P, Greenwood S, Sibley CP, Wareing M. Sildenafil citrate increases fetal weight in a mouse model of fetal growth restriction with a normal vascular phenotype. PLoS One. 2013 Oct 30;8(10):e77748. doi: 10.1371/journal.pone.0077748. eCollection 2013.
- Law LW, Leung TY, Sahota DS, Chan LW, Fung TY, Lau TK. Which ultrasound or biochemical markers are independent predictors of small-for-gestational age? Ultrasound Obstet Gynecol. 2009 Sep;34(3):283-7. doi: 10.1002/uog.6455.
- Stevenson GN, Collins SL, Ding J, Impey L, Noble JA. 3-D Ultrasound Segmentation of the Placenta Using the Random Walker Algorithm: Reliability and Agreement. Ultrasound Med Biol. 2015 Dec;41(12):3182-93. doi: 10.1016/j.ultrasmedbio.2015.07.021. Epub 2015 Sep 1.
- Cheong KB, Leung KY, Li TK, Chan HY, Lee YP, Tang MH. Comparison of inter- and intraobserver agreement and reliability between three different types of placental volume measurement technique (XI VOCAL, VOCAL and multiplanar) and validity in the in-vitro setting. Ultrasound Obstet Gynecol. 2010 Aug;36(2):210-7. doi: 10.1002/uog.7609.
- RONNEBERGER O, FISCHER P, BROX T. U-Net: Convolutional Networks for Biomedical Image Segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention 2015;Springer:234-41.
- Pijnenborg R, Vercruysse L, Hanssens M. The uterine spiral arteries in human pregnancy: facts and controversies. Placenta. 2006 Sep-Oct;27(9-10):939-58. doi: 10.1016/j.placenta.2005.12.006. Epub 2006 Feb 20.
- Huang YH, Chen JH, Chang YC, Huang CS, Moon WK, Kuo WJ, Lai KJ, Chang RF. Diagnosis of solid breast tumors using vessel analysis in three-dimensional power Doppler ultrasound images. J Digit Imaging. 2013 Aug;26(4):731-9. doi: 10.1007/s10278-012-9556-5.
- Huang SF, Chang RF, Moon WK, Lee YH, Chen DR, Suri JS. Analysis of tumor vascularity using three-dimensional power Doppler ultrasound images. IEEE Trans Med Imaging. 2008 Mar;27(3):320-30. doi: 10.1109/TMI.2007.904665.
- LEE TC, KASHYAP RL, CHU CN. Building Skeleton Models via 3-D Medial Surface Axis Thinning Algorithms. CVGIP: Graphical Models and Image Processing 1994;56:462-78
- VIDELA A, LIN C-L, MILLER JD. Watershed Functions Applied to a 3D Image Segmentation Problem for the Analysis of Packed Particle Beds. Particle & Particle Systems Characterization 2006; 23: 237-45
- Yen PL, Wu HK, Tseng HS, Kuo SJ, Huang YL, Chen HT, Chen DR. Vascular morphologic information of three-dimensional power Doppler ultrasound is valuable in the classification of breast lesions. Clin Imaging. 2012 Jul-Aug;36(4):267-71. doi: 10.1016/j.clinimag.2011.11.012. Epub 2012 Jun 8.
- CHIAO RY, BASHFORD GR, FEILEN MP, ANDREWS-OWEN C. Flash Artifact Suppression in Two-Dimensional Ultrasound Imaging. USA, 2004 (vol U. S. Patent No. 6,760,486.).
- SUR F. An a-contrario approach to quasi-periodic noise removal2015 IEEE International Conference on Image Processing (ICIP), 2015
- Gordijn SJ, Beune IM, Thilaganathan B, Papageorghiou A, Baschat AA, Baker PN, Silver RM, Wynia K, Ganzevoort W. Consensus definition of fetal growth restriction: a Delphi procedure. Ultrasound Obstet Gynecol. 2016 Sep;48(3):333-9. doi: 10.1002/uog.15884.
- Brown MA, Lindheimer MD, de Swiet M, Van Assche A, Moutquin JM. The classification and diagnosis of the hypertensive disorders of pregnancy: statement from the International Society for the Study of Hypertension in Pregnancy (ISSHP). Hypertens Pregnancy. 2001;20(1):IX-XIV. doi: 10.1081/PRG-100104165. No abstract available.
- Riley RD, Snell KI, Ensor J, Burke DL, Harrell FE Jr, Moons KG, Collins GS. Minimum sample size for developing a multivariable prediction model: PART II - binary and time-to-event outcomes. Stat Med. 2019 Mar 30;38(7):1276-1296. doi: 10.1002/sim.7992. Epub 2018 Oct 24. Erratum In: Stat Med. 2019 Dec 30;38(30):5672.
- Salvesen K, Lees C, Abramowicz J, Brezinka C, Ter Haar G, Marsal K; Board of International Society of Ultrasound in Obstetrics and Gynecology (ISUOG). ISUOG statement on the safe use of Doppler in the 11 to 13 +6-week fetal ultrasound examination. Ultrasound Obstet Gynecol. 2011 Jun;37(6):628. doi: 10.1002/uog.9026. No abstract available.
- Farina A. Systematic review on first trimester three-dimensional placental volumetry predicting small for gestational age infants. Prenat Diagn. 2016 Feb;36(2):135-41. doi: 10.1002/pd.4754. Epub 2016 Jan 19.
- Looney P, Stevenson GN, Nicolaides KH, Plasencia W, Molloholli M, Natsis S, Collins SL. Fully automated, real-time 3D ultrasound segmentation to estimate first trimester placental volume using deep learning. JCI Insight. 2018 Jun 7;3(11):e120178. doi: 10.1172/jci.insight.120178. eCollection 2018 Jun 7.
- Yin Y, Looney P, Collins SL. Standardization of blood flow measurements by automated vascular analysis from power Doppler ultrasound scan. Proc SPIE Int Soc Opt Eng. 2020 Feb;11314:113144C. doi: 10.1117/12.2549349. Epub 2020 Mar 16. No abstract available.
- Barker DJ, Thornburg KL. Placental programming of chronic diseases, cancer and lifespan: a review. Placenta. 2013 Oct;34(10):841-5. doi: 10.1016/j.placenta.2013.07.063. Epub 2013 Aug 2.
- Barker DJ. Adult consequences of fetal growth restriction. Clin Obstet Gynecol. 2006 Jun;49(2):270-83. doi: 10.1097/00003081-200606000-00009.
- Cottrell E, Tropea T, Ormesher L, Greenwood S, Wareing M, Johnstone E, Myers J, Sibley C. Dietary interventions for fetal growth restriction - therapeutic potential of dietary nitrate supplementation in pregnancy. J Physiol. 2017 Aug 1;595(15):5095-5102. doi: 10.1113/JP273331. Epub 2017 Feb 27.
- Jones TB, Price RR, Gibbs SJ. Volumetric determination of placental and uterine growth relationships from B-mode ultrasound by serial area-volume determinations. Invest Radiol. 1981 Mar-Apr;16(2):101-6. doi: 10.1097/00004424-198103000-00005.
- Hafner E, Metzenbauer M, Hofinger D, Stonek F, Schuchter K, Waldhor T, Philipp K. Comparison between three-dimensional placental volume at 12 weeks and uterine artery impedance/notching at 22 weeks in screening for pregnancy-induced hypertension, pre-eclampsia and fetal growth restriction in a low-risk population. Ultrasound Obstet Gynecol. 2006 Jun;27(6):652-7. doi: 10.1002/uog.2641.
- Shia WC, Chen DR, Huang YL, Wu HK, Kuo SJ. Effectiveness of evaluating tumor vascularization using 3D power Doppler ultrasound with high-definition flow technology in the prediction of the response to neoadjuvant chemotherapy for T2 breast cancer: a preliminary report. Phys Med Biol. 2015 Oct 7;60(19):7763-78. doi: 10.1088/0031-9155/60/19/7763.
- Rubin JM, Adler RS, Fowlkes JB, Spratt S, Pallister JE, Chen JF, Carson PL. Fractional moving blood volume: estimation with power Doppler US. Radiology. 1995 Oct;197(1):183-90. doi: 10.1148/radiology.197.1.7568820.
- Looney PT, Stevenson GN, Collins SL. 3D ultrasound file reading and coordinate transformations. J Open Source Softw. 2019;4(33):1063. doi: 10.21105/joss.01063. Epub 2019 Jan 11.
- Zhan Y, Shen D, Zeng J, Sun L, Fichtinger G, Moul J, Davatzikos C. Targeted prostate biopsy using statistical image analysis. IEEE Trans Med Imaging. 2007 Jun;26(6):779-88. doi: 10.1109/TMI.2006.891497.
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Actual)
Study Completion (Actual)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Estimated)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
- 22/WM/0039
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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