- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT00912132
The National Standard for Normal Fetal Growth
Study Overview
Status
Conditions
Detailed Description
Summary and aims:
Normal fetal growth is a critical component of a healthy pregnancy and the long-term health of the offspring. Pivotal to understanding the dynamics of human fetal growth and to defining normal and abnormal fetal growth is the development of standards for fetal anthropometric parameters measured longitudinally throughout gestation, which, in turn, can be used to develop interval velocity curves and customized for genetic and physiological factors. We propose to conduct a multi-center prospective observational study (1) to establish a standard for normal fetal growth (velocity) and size for gestational age in the U.S. population; (2) to create an individualized standard for fetal growth potential; and (3) to improve accuracy of fetal weight estimation.
Eligibility:
• Healthy, low-risk pregnant women (both obese and nonobese) between the ages of 18 and 40 from each of the following four self-identified race/ethnicity backgrounds: African American, Asian, Caucasian, and Hispanic.
Design:
- Observational cohort design where pregnant women are recruited prior to 13 weeks gestation and followed throughout pregnancy and delivery for women having livebirths.
- After a sonogram at enrollment (10-13 weeks), women were randomized to receive sonograms according to one of the following four schedules: schedule A: 16, 24, 30, 34, and 38 weeks; schedule B: 18, 26, 31, 35, and 39 weeks; schedule C: 20, 28, 32, 36, and 40 weeks; schedule D: 22, 29, 33, 37, and 41 weeks.
- An enrollment interview was followed by depression screening, physical activity, anthropometric assessment and ultrasonology screening for measurement of fetal growth, and at each of the 5 subsequent visits.
- Uterine artery and fetal Doppler studies at selected gestational weeks.
- Women were asked to provide blood samples at enrollment and at follow-up visits at 16-22 weeks, 24-29 weeks, and 34-37 weeks of gestation.
- Neonatal anthropometry completed for all infants within 12-24 hours after birth.
- Cord blood, plasma, and placenta samples were collected for a smaller subsample of newborns.
- Post-study evaluations: Women who were diagnosed with gestational diabetes during pregnancy were asked to return for a follow-up visit 6 weeks after delivery.
Enrollment:
Final recruitment included 2,802 women with singleton pregnancies of which 2,334 were healthy, low-risk women with pre-pregnancy body mass indices (BMI) between 19-29.9 kg/m2. The racial/ethnic distribution of participating women were: Caucasians (n=614), African American (n=611), Hispanics (n=649), and Asians (n=460), and reflects natality characteristics of contemporary U.S. births. An additional 468 obese women (BMI 30-44.9 kg/m2) were also recruited.
Quality Control:
The quality of the ultrasound measures was guaranteed by implementation of: (1) a comprehensive quality control protocol for ante hoc training and credentialing of all site sonographers, developed by the sonology center at Columbia University, and (2) a rigorous protocol for post hoc quality control, whereby a random sample of all scans, stratified by clinical site and visit, was re-measured for accuracy and reliability.
Study Type
Enrollment (Actual)
Contacts and Locations
Study Locations
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Alabama
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Birmingham, Alabama, United States
- University of Alabama
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California
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Fountain Valley, California, United States, 92708
- Fountain Valley Regional Hospital
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Long Beach, California, United States, 90806
- University of California-Long Beach
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Orange, California, United States, 92668
- University of California, Irvine Medical Center
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Delaware
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Newark, Delaware, United States
- Christiana Care Health Services
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Illinois
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Chicago, Illinois, United States, 60611
- Northwestern University
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New Jersey
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New Brunswick, New Jersey, United States, 08901
- Saint Peters University Hospital
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New York
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Flushing, New York, United States, 11355
- New York Presbyterian Healthcare System
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New York, New York, United States, 10032-3784
- Columbia University
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Rhode Island
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Providence, Rhode Island, United States, 02905
- Women and Infants
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South Carolina
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Charleston, South Carolina, United States
- Medical University of South Carolina
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Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Sampling Method
Study Population
Description
- INCLUSION CRITERIA:
- Singleton, viable pregnancy
- 8 plus 0 - 13 plus 6 weeks of gestation
- Maternal age 18 - 40 years
- BMI 19.0 -29.9kg/m(2) for low risk group; BMI 30.0 - 45.0kg/m(2) for obese group
- Firm LMP
- LMP-date and ultrasound date match within 5 days for gestation estimates between 8 weeks + 0 days and 10 weeks + 6 days, 6 days for those between 11 weeks + 0 days and 12 weeks + 6 days, and 7 days for estimates between 13 weeks + 0 days and 13 weeks + 6 days
- No confirmed or suspected fetal congenital structural or chromosomal anomalies
- Expect to deliver at one of the participating hospitals
- No previous participation in the NICHD Fetal Growth Study
EXCLUSION CRITERIA:
- Smoked cigarettes or used illicit drugs in the six months
- Used illicit drugs in the past year
- Having at least 1 alcoholic drink per day
- Conception by ovulation stimulation drugs or assisted reproductive technology
- Chronic hypertension or renal disease under medical supervision
- Asthma requiring weekly medication
- Diabetes mellitus
- Thyroid disease under medical supervision
- Autoimmune disorder (rheumatoid arthritis, lupus, antiphospholipid antibody syndrome,scleroderma)
- Hematologic disorders (chronic anemia, sickle cell disease thrombocytopenia coagulation defects, thrombophilia)
- Cancer
- HIV or AIDS
- Epilepsy or seizure on medication or occurrence within 2 years
- Psychiatric disorder (bipolar disorder, depression, anxiety disorder currently requiring medication)
- Current anorexia nervosa or bulimia
- Previous severe preclampsia, eclampsia, HELLP syndrome
- Previous stillbirth or neonatal death
- Previous very preterm birth (less than 34 weeks)
- Previous low birthweight (less than 2,500 g)
- Previous macrosomia (greater than or equal to 4,500 g)
The following criteria apply only to obese women only:
- Chronic hypertension or high blood pressure requiring two or more medications
- Diabetes while not pregnant
- Chronic renal disease under medical supervision
- Autoimmune disease (rheumatoid arthritis, lupus, antiphospholipid antibody syndrome, scleroderma)
- Psychiatric disorder (bipolar disorder, depression, anxiety disorder currently requiring medication)
- Cancer (currently receiving treatment)
- HIV or AIDS
Study Plan
How is the study designed?
Design Details
Cohorts and Interventions
Group / Cohort |
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Low risk singleton cohort
Women with singleton gestations were enrolled between 8w0d and 13w6d and followed up to nine months (2009-2013) in this prospective cohort study.
A sub-set of women with and without gestational diabetes were followed up to 6 weeks postpartum.
Enrollment was based upon a predefined set of criteria including medical/reproductive history and pre-pregnancy body mass index.
Women with a body mass index between 19.0-29.9
kg/m2 were in the low-risk cohort.
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Obese cohort
Women with singleton gestations were enrolled between 8w0d and 13w6d and followed up to nine months (2009-2013) in this prospective cohort study.
A sub-set of women with and without gestational diabetes were followed up to 6 weeks postpartum.
Enrollment was based upon a predefined set of criteria including medical/reproductive history and pre-pregnancy body mass index.
Women with a body mass index between 30.0-44.9 kg/m2 were in the obese cohort.
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What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Establish a standard for normal fetal growth (velocity) and size for gestational age in the U.S. population.
Time Frame: 3 years
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Fetal growth trajectories were created using 2-D ultrasound fetal biometry including biparietal diameter, head circumference, humerus length, abdominal circumference, and femur length using standardized protocols. Estimated fetal weight (EFW) was calculated. Fetal growth trajectories were created using linear mixed models with cubic splines for estimating racial/ethnic specific fetal growth curves for size, methods that accounted for the variation across individual fetuses. For EFW and each individual anthropometric parameter, we tested for overall differences in the racial/ethnic-specific curves using a likelihood-ratio test. When the global test was significant (<.05 level), we tested for week-specific differences by race/ethnicity using Wald tests at each week of gestation. These tests were conducted on the estimated curves with and without adjustment for maternal characteristics. A fetal growth velocity standard by maternal race/ethnicity was also created. |
3 years
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Create an individualized standard for fetal growth potential.
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Individualized and customized fetal growth models will be created using two- dimensional ultrasound measures.
Individualized or customized definitions of small for gestational age or large for gestational age will be compared to the NICHD Fetal Growth Study singleton standard cut-points of 10th and 90th percentiles, respectively, to see if they improve detection of maternal and neonatal health outcomes.
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Improve accuracy of fetal weight estimation.
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Since the last ultrasound exam is scheduled at term, it was expected that many women would deliver within 3 days after the last ultrasound exam.
A formula (or formulas) to estimate fetal weight will be created using a multiple linear regression to include not only the 2-D and 3-D sonographic measurements but also factors such as maternal height and weight, sex of the fetus, and glucose challenge test result.
We will identify a formula that provides the best estimate of fetal weight, and apply that formula to a validation group.
If the sample size allows, we will randomly split the whole cohort into two groups: one group for testing and the other for validation.
If the statistical power is insufficient for splitting, we will use cross-validation.
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Secondary Outcome Measures
Outcome Measure |
Measure Description |
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Construct an individualized standard for fundal height.
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We will reevaluate the sensitivity and specificity of the current approach to using fundal height to monitor fetal growth.
We will produce an individualized standard for fundal height.
We will compare the new standard with the current approach with regard to true positive and true negative values.
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Collect blood samples for an etiology study of gestational diabetes and a prediction study of fetal growth restriction and/or overgrowth.
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Blood samples were collected at enrollment, visit 1, visit 2 and visit 4.
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Collect placental tissues and cord blood in selected cases and controls for studies on the etiology of idiopathic fetal growth restriction.
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Placental tissue and cord blood at delivery were collected in selected IUGR cases and controls.
Placental DNA samples were genotyped.
DNA methylation and RNA were quantified.
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Collect dietary intake data to study the association between nutrition and fetal growth.
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Food frequency questionnaire was collected at enrollment and 24-h dietary recall at visit 1, visit 2, visit 3, and visit 4.
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Collaborators and Investigators
Publications and helpful links
General Publications
- Zhang C, Hediger ML, Albert PS, Grewal J, Sciscione A, Grobman WA, Wing DA, Newman RB, Wapner R, D'Alton ME, Skupski D, Nageotte MP, Ranzini AC, Owen J, Chien EK, Craigo S, Kim S, Grantz KL, Louis GMB. Association of Maternal Obesity With Longitudinal Ultrasonographic Measures of Fetal Growth: Findings From the NICHD Fetal Growth Studies-Singletons. JAMA Pediatr. 2018 Jan 1;172(1):24-31. doi: 10.1001/jamapediatrics.2017.3785.
- Grantz KL, Grewal J, Kim S, Grobman WA, Newman RB, Owen J, Sciscione A, Skupski D, Chien EK, Wing DA, Wapner RJ, Ranzini AC, Nageotte MP, Craigo S, Hinkle SN, D'Alton ME, He D, Tekola-Ayele F, Hediger ML, Buck Louis GM, Zhang C, Albert PS. Unified standard for fetal growth: the Eunice Kennedy Shriver National Institute of Child Health and Human Development Fetal Growth Studies. Am J Obstet Gynecol. 2022 Apr;226(4):576-587.e2. doi: 10.1016/j.ajog.2021.12.006. Epub 2021 Dec 11. No abstract available.
- Grantz KL, Kim S, Grobman WA, Newman R, Owen J, Skupski D, Grewal J, Chien EK, Wing DA, Wapner RJ, Ranzini AC, Nageotte MP, Hinkle SN, Pugh S, Li H, Fuchs K, Hediger M, Buck Louis GM, Albert PS. Fetal growth velocity: the NICHD fetal growth studies. Am J Obstet Gynecol. 2018 Sep;219(3):285.e1-285.e36. doi: 10.1016/j.ajog.2018.05.016. Epub 2018 May 24.
- Buck Louis GM, Grewal J, Albert PS, Sciscione A, Wing DA, Grobman WA, Newman RB, Wapner R, D'Alton ME, Skupski D, Nageotte MP, Ranzini AC, Owen J, Chien EK, Craigo S, Hediger ML, Kim S, Zhang C, Grantz KL. Racial/ethnic standards for fetal growth: the NICHD Fetal Growth Studies. Am J Obstet Gynecol. 2015 Oct;213(4):449.e1-449.e41. doi: 10.1016/j.ajog.2015.08.032.
- Hediger ML, Fuchs KM, Grantz KL, Grewal J, Kim S, Gore-Langton RE, Buck Louis GM, D'Alton ME, Albert PS. Ultrasound Quality Assurance for Singletons in the National Institute of Child Health and Human Development Fetal Growth Studies. J Ultrasound Med. 2016 Aug;35(8):1725-33. doi: 10.7863/ultra.15.09087. Epub 2016 Jun 27.
- Grewal J, Grantz KL, Zhang C, Sciscione A, Wing DA, Grobman WA, Newman RB, Wapner R, D'Alton ME, Skupski D, Nageotte MP, Ranzini AC, Owen J, Chien EK, Craigo S, Albert PS, Kim S, Hediger ML, Buck Louis GM. Cohort Profile: NICHD Fetal Growth Studies-Singletons and Twins. Int J Epidemiol. 2018 Feb 1;47(1):25-25l. doi: 10.1093/ije/dyx161. No abstract available.
- Mitro SD, Peddada S, Chen Z, Buck Louis GM, Gleason JL, Zhang C, Grantz KL. Natural history of fibroids in pregnancy: National Institute of Child Health and Human Development Fetal Growth Studies - Singletons cohort. Fertil Steril. 2022 Oct;118(4):656-665. doi: 10.1016/j.fertnstert.2022.06.028. Epub 2022 Aug 16.
- Yisahak SF, Hinkle SN, Mumford SL, Gleason JL, Grantz KL, Zhang C, Grewal J. Periconceptional and First Trimester Ultraprocessed Food Intake and Maternal Cardiometabolic Outcomes. Diabetes Care. 2022 Sep 1;45(9):2028-2036. doi: 10.2337/dc21-2270.
- Zhao SK, Yeung EH, Ouidir M, Hinkle SN, Grantz KL, Mitro SD, Wu J, Stevens DR, Chatterjee S, Tekola-Ayele F, Zhang C. Recreational physical activity before and during pregnancy and placental DNA methylation-an epigenome-wide association study. Am J Clin Nutr. 2022 Oct 6;116(4):1168-1183. doi: 10.1093/ajcn/nqac111.
- Tekola-Ayele F, Zeng X, Chatterjee S, Ouidir M, Lesseur C, Hao K, Chen J, Tesfaye M, Marsit CJ, Workalemahu T, Wapner R. Placental multi-omics integration identifies candidate functional genes for birthweight. Nat Commun. 2022 May 2;13(1):2384. doi: 10.1038/s41467-022-30007-1.
- Ghosal S, Grantz KL, Chen Z. Estimation of multiple ordered ROC curves using placement values. Stat Methods Med Res. 2022 Aug;31(8):1470-1483. doi: 10.1177/09622802221094940. Epub 2022 Apr 21.
- Chatterjee S, Zeng X, Ouidir M, Tesfaye M, Zhang C, Tekola-Ayele F. Sex-specific placental gene expression signatures of small for gestational age at birth. Placenta. 2022 Apr;121:82-90. doi: 10.1016/j.placenta.2022.03.004. Epub 2022 Mar 12.
- Ouidir M, Zeng X, Chatterjee S, Zhang C, Tekola-Ayele F. Ancestry-Matched and Cross-Ancestry Genetic Risk Scores of Type 2 Diabetes in Pregnant Women and Fetal Growth: A Study in an Ancestrally Diverse Cohort. Diabetes. 2022 Feb 1;71(2):340-349. doi: 10.2337/db21-0655.
- Ouidir M, Chatterjee S, Mendola P, Zhang C, Grantz KL, Tekola-Ayele F. Placental Gene Co-expression Network for Maternal Plasma Lipids Revealed Enrichment of Inflammatory Response Pathways. Front Genet. 2021 Oct 21;12:681095. doi: 10.3389/fgene.2021.681095. eCollection 2021.
- Li L, Zhu Y, Wu J, Hinkle SN, Tobias DK, Ma RCW, Weir NL, Tsai MY, Zhang C. Changes of Plasma Phospholipid Fatty Acids Profiles in Pregnancy in Relation to the Diagnosis and Treatment of Gestational Diabetes Mellitus. Clin Chem. 2021 Nov 26;67(12):1660-1675. doi: 10.1093/clinchem/hvab169.
- Tesfaye M, Chatterjee S, Zeng X, Joseph P, Tekola-Ayele F. Impact of depression and stress on placental DNA methylation in ethnically diverse pregnant women. Epigenomics. 2021 Sep;13(18):1485-1496. doi: 10.2217/epi-2021-0192. Epub 2021 Sep 29.
- McDonald SM, May LE, Hinkle SN, Grantz KL, Zhang C. Maternal Moderate-to-Vigorous Physical Activity before and during Pregnancy and Maternal Glucose Tolerance: Does Timing Matter? Med Sci Sports Exerc. 2021 Dec 1;53(12):2520-2527. doi: 10.1249/MSS.0000000000002730.
- Li M, Grewal J, Hinkle SN, Yisahak SF, Grobman WA, Newman RB, Skupski DW, Chien EK, Wing DA, Grantz KL, Zhang C. Healthy dietary patterns and common pregnancy complications: a prospective and longitudinal study. Am J Clin Nutr. 2021 Sep 1;114(3):1229-1237. doi: 10.1093/ajcn/nqab145.
- Tekola-Ayele F, Ouidir M, Shrestha D, Workalemahu T, Rahman ML, Mendola P, Grantz KL, Hinkle SN, Wu J, Zhang C. Admixture mapping identifies African and Amerindigenous local ancestry loci associated with fetal growth. Hum Genet. 2021 Jul;140(7):985-997. doi: 10.1007/s00439-021-02265-4. Epub 2021 Feb 15.
- Vafai Y, Yeung EH, Sundaram R, Smarr MM, Gerlanc N, Grobman WA, Skupski D, Chien EK, Hinkle SN, Newman RB, Wing DA, Ranzini AC, Sciscione A, Grewal J, Zhang C, Grantz KL. Racial/Ethnic Differences in Prenatal Supplement and Medication Use in Low-Risk Pregnant Women. Am J Perinatol. 2022 Apr;39(6):623-632. doi: 10.1055/s-0040-1717097. Epub 2020 Oct 8.
- Ouidir M, Zeng X, Workalemahu T, Shrestha D, Grantz KL, Mendola P, Zhang C, Tekola-Ayele F. Early pregnancy dyslipidemia is associated with placental DNA methylation at loci relevant for cardiometabolic diseases. Epigenomics. 2020 Jun;12(11):921-934. doi: 10.2217/epi-2019-0293. Epub 2020 Jul 17.
- Tekola-Ayele F, Zeng X, Ouidir M, Workalemahu T, Zhang C, Delahaye F, Wapner R. DNA methylation loci in placenta associated with birthweight and expression of genes relevant for early development and adult diseases. Clin Epigenetics. 2020 Jun 3;12(1):78. doi: 10.1186/s13148-020-00873-x.
- Tekola-Ayele F, Zhang C, Wu J, Grantz KL, Rahman ML, Shrestha D, Ouidir M, Workalemahu T, Tsai MY. Trans-ethnic meta-analysis of genome-wide association studies identifies maternal ITPR1 as a novel locus influencing fetal growth during sensitive periods in pregnancy. PLoS Genet. 2020 May 14;16(5):e1008747. doi: 10.1371/journal.pgen.1008747. eCollection 2020 May.
- Li M, Hinkle SN, Grantz KL, Kim S, Grewal J, Grobman WA, Skupski DW, Newman RB, Chien EK, Sciscione A, Zork N, Wing DA, Nageotte M, Tekola-Ayele F, Louis GMB, Albert PS, Zhang C. Glycaemic status during pregnancy and longitudinal measures of fetal growth in a multi-racial US population: a prospective cohort study. Lancet Diabetes Endocrinol. 2020 Apr;8(4):292-300. doi: 10.1016/S2213-8587(20)30024-3. Epub 2020 Mar 2.
- Workalemahu T, Ouidir M, Shrestha D, Wu J, Grantz KL, Tekola-Ayele F. Differential DNA Methylation in Placenta Associated With Maternal Blood Pressure During Pregnancy. Hypertension. 2020 Apr;75(4):1117-1124. doi: 10.1161/HYPERTENSIONAHA.119.14509. Epub 2020 Feb 10.
- Smarr MM, Bible J, Gerlanc N, Buck Louis GM, Bever A, Grantz KL. Comparison of fetal growth by maternal prenatal acetaminophen use. Pediatr Res. 2019 Aug;86(2):261-268. doi: 10.1038/s41390-019-0379-7. Epub 2019 Mar 25.
- Rawal S, Tsai MY, Hinkle SN, Zhu Y, Bao W, Lin Y, Panuganti P, Albert PS, Ma RCW, Zhang C. A Longitudinal Study of Thyroid Markers Across Pregnancy and the Risk of Gestational Diabetes. J Clin Endocrinol Metab. 2018 Jul 1;103(7):2447-2456. doi: 10.1210/jc.2017-02442.
- Zhu Y, Tsai MY, Sun Q, Hinkle SN, Rawal S, Mendola P, Ferrara A, Albert PS, Zhang C. A prospective and longitudinal study of plasma phospholipid saturated fatty acid profile in relation to cardiometabolic biomarkers and the risk of gestational diabetes. Am J Clin Nutr. 2018 Jun 1;107(6):1017-1026. doi: 10.1093/ajcn/nqy051.
- Bever AM, Pugh SJ, Kim S, Newman RB, Grobman WA, Chien EK, Wing DA, Li H, Albert PS, Grantz KL. Fetal Growth Patterns in Pregnancies With First-Trimester Bleeding. Obstet Gynecol. 2018 Jun;131(6):1021-1030. doi: 10.1097/AOG.0000000000002616.
- Grantz KL, Hediger ML, Liu D, Buck Louis GM. Fetal growth standards: the NICHD fetal growth study approach in context with INTERGROWTH-21st and the World Health Organization Multicentre Growth Reference Study. Am J Obstet Gynecol. 2018 Feb;218(2S):S641-S655.e28. doi: 10.1016/j.ajog.2017.11.593. Epub 2017 Dec 22.
Study record dates
Study Major Dates
Study Start
Primary Completion (ACTUAL)
Study Completion (ACTUAL)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (ESTIMATE)
Study Record Updates
Last Update Posted (ACTUAL)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Other Study ID Numbers
- 999909152
- 09-CH-N152
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
IPD Sharing Time Frame
IPD Sharing Access Criteria
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