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Clinical Trial Details — Status: Not yet recruiting

Administrative data

NCT number NCT04588597
Other study ID # Twin-CTB
Secondary ID
Status Not yet recruiting
Phase
First received
Last updated
Start date November 1, 2020
Est. completion date March 1, 2022

Study information

Verified date October 2020
Source Assiut University
Contact Sherif A Shazly, M.Sc
Phone +15075131392
Email sherif.shazly.mogge@gmail.com
Is FDA regulated No
Health authority
Study type Observational

Clinical Trial Summary

This multicenter study aims at assessing the natural history of twin pregnancy and developing a machine learning-based algorithm to predict clinical outcomes of twin pregnancy during pregnancy and delivery and to determine management strategies that are associated with best maternal and neonatal outcomes. This study will include at least 12 centers from different countries that present at least Europe, South America, Asia, and Africa. Data will be retrospectively collected from January 1st, 2010 to December 31st, 2019.


Description:

Twin pregnancies carry higher risks of maternal, fetal and neonatal adverse outcomes compared to singleton pregnancy.They are associated with increased perinatal morbidity and mortality, anemia, pregnancy- induced hypertension, increased incidence of cesarean section (CS), postpartum hemorrhage, prematurity and low birth weight and Increased rate of perinatal death. This multicenter study aims at assessing the natural history of twin pregnancy, and developing a machine learning-based algorithm to predict clinical outcomes of twin pregnancy during pregnancy and delivery and to determine management strategies that are associated with best maternal and neonatal outcomes. Medical records of eligible women will be reviewed, and data abstraction will be performed using a standardized excel sheet designed for this study. Target data include baseline demographics and clinical data (e.g. age, parity, ethnicity, smoking, IVF pregnancy, history of gynecologic surgeries, type of twin pregnancy, current medical disorders, current obstetric complications, fetal anomalies, administration of antenatal steroids, Placental site, and twin-specific complications). Information from serial ultrasound reports including fetal growth and Doppler studies will be collected and data on fetal intervention will be abstracted. Peripartum data include node of delivery, Method of induction, CS indication, and type of cesarean incision. Clinical outcomes include postpartum hemorrhage, and perinatal death, admission to neonatal intensive care unit (NICU), neonatal need for respiratory support, neonatal intracranial hemorrhage, neonatal respiratory distress syndrome and neonatal hypoxic ischemic encephalopathy. Data will not include any identifiable information. Prediction model will be created using baseline demographic and obstetric features of pregnancy and individual maternal and perinatal complications will be set as outcomes (dependent variables). A composite outcome of major maternal and neonatal outcomes will be created separately.


Recruitment information / eligibility

Status Not yet recruiting
Enrollment 300
Est. completion date March 1, 2022
Est. primary completion date November 1, 2021
Accepts healthy volunteers No
Gender Female
Age group 18 Years to 45 Years
Eligibility Inclusion Criteria: 1. Women with twin pregnancy who received their antenatal care and were delivered in the participating institute 2. Compliance to antenatal care visits Exclusion Criteria: 1. Major fetal anomalies of one or both twins 2. Elective miscarriage 3. Authorization to use medical records was not provided by the patient

Study Design


Related Conditions & MeSH terms


Locations

Country Name City State
n/a

Sponsors (2)

Lead Sponsor Collaborator
Assiut University Middle East OBGYN graduate education Foundation

References & Publications (11)

Adinma JI, Agbai AO. Multiple births in Nigerian Igbo women: incidence and outcomes. J Obstet Gynaecol. 1997 Jan;17(1):42-4. — View Citation

Cao K, Verspoor K, Sahebjada S, Baird PN. Evaluating the Performance of Various Machine Learning Algorithms to Detect Subclinical Keratoconus. Transl Vis Sci Technol. 2020 Apr 24;9(2):24. doi: 10.1167/tvst.9.2.24. eCollection 2020 Apr. — View Citation

Carroll SG, Soothill PW, Abdel-Fattah SA, Porter H, Montague I, Kyle PM. Prediction of chorionicity in twin pregnancies at 10-14 weeks of gestation. BJOG. 2002 Feb;109(2):182-6. — View Citation

Huang J, Maguire MG, Ciner E, Kulp MT, Cyert LA, Quinn GE, Orel-Bixler D, Moore B, Ying GS; Vision in Preschoolers (VIP) Study Group. Risk factors for astigmatism in the Vision in Preschoolers Study. Optom Vis Sci. 2014 May;91(5):514-21. doi: 10.1097/OPX.0000000000000242. — View Citation

Kato K, Fujiki K. Multiple Births and Congenital Anomalies in Tokyo Metropolitan Hospitals, 1979-1990. Acta Genet medicae Gemellol twin Res [Internet]. 2014/08/01. 1992;41(4):253-9. Available from: https://www.cambridge.org/core/article/multiple-births-and-congenital-anomalies-in-tokyo-metropolitan-hospitals-19791990/E0EFF17376931D73FB60D91C756B2864

Kong CW, To WWK. The predicting factors and outcomes of caesarean section of the second twin. J Obstet Gynaecol. 2017 Aug;37(6):709-713. doi: 10.1080/01443615.2017.1286466. Epub 2017 Mar 21. — View Citation

Lee YM, Cleary-Goldman J, Thaker HM, Simpson LL. Antenatal sonographic prediction of twin chorionicity. Am J Obstet Gynecol. 2006 Sep;195(3):863-7. — View Citation

Mutihir JE PV. Obstetric outcome of twin pregnancies in Jos, Nigeria. Niger J Clin Pract [Internet]. 2007;10. Available from: https://www.ajol.info/index.php/njcp/article/view/11301

Qin JB, Wang H, Sheng X, Xie Q, Gao S. Assisted reproductive technology and risk of adverse obstetric outcomes in dichorionic twin pregnancies: a systematic review and meta-analysis. Fertil Steril. 2016 May;105(5):1180-1192. doi: 10.1016/j.fertnstert.2015.12.131. Epub 2016 Jan 19. Review. — View Citation

Rodis JF, McIlveen PF, Egan JF, Borgida AF, Turner GW, Campbell WA. Monoamniotic twins: improved perinatal survival with accurate prenatal diagnosis and antenatal fetal surveillance. Am J Obstet Gynecol. 1997 Nov;177(5):1046-9. — View Citation

Rzyska E, Ajay B, Chandraharan E. Safety of vaginal delivery among dichorionic diamniotic twins over 10 years in a UK teaching hospital. Int J Gynaecol Obstet. 2017 Jan;136(1):98-101. doi: 10.1002/ijgo.12017. Epub 2016 Nov 3. — View Citation

* Note: There are 11 references in allClick here to view all references

Outcome

Type Measure Description Time frame Safety issue
Primary Postpartum hemorrhage Significant uterine bleeding > 1000 ml From delivery of the baby to 24 hours postoperative (Total of 24 hours)
Primary perinatal death Death of the baby during delivery or early neonatal period From onset of labor to 1 week postnatal
Primary Admission to neonatal intensive care unit (NICU) Admission of the baby to NICU for observation or intervention From delivery of the baby to 24 hours postoperative (Total of 24 hours)
Primary Intrauterine fetal death Death of the fetus any time from 24 weeks to onset of labor
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