Evidence map›Paper›PMID 28118360›Full record

ArticlePLoS medicine2017

The World Health Organization Fetal Growth Charts: A Multinational Longitudinal Study of Ultrasound Biometric Measurements and Estimated Fetal Weight.

Torvid Kiserud, Gilda Piaggio, Guillermo Carroli, Mariana Widmer, José Carvalho, Lisa Neerup Jensen, Daniel Giordano, José Guilherme Cecatti, Hany Abdel Aleem, Sameera A Talegawkar and 12 more

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 287 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
287citing papers in PubMed, 6 pooled it
101.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

287 citing papers in PubMed, 6 syntheses or guidelines pooled it, 714 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Pregnancy diet based on ancestral patterns increases growth in subcortical fetal brain regions.Proceedings of the National Academy of Sciences of the United States of America · 2026
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  8. Maternal supplementation of vitamin BBMJ paediatrics open · 2026
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  19. Evaluating the Need for Multiple Ultrasound Measurements for Accurate Prediction of Birthweight Using Estimated Fetal Weight.Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine · 2026
    Article
  20. Article

227 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

22 authors at 16 institutions in 14 countries.

Torvid KiserudDepartment of Obstetrics and Gynecology, Haukeland University Hospital, Bergen, Norway.ORCID 0000-0003-1825-1660
Gilda PiaggioMedical Statistics Department, London School of Hygiene &Tropical Medicine, London, United Kingdom.ORCID 0000-0002-9885-8392
Guillermo CarroliCentro Rosarino de Estudios Perinatales, Rosario, Argentina.
Mariana WidmerDepartment of Reproductive Health and Research, UNDP/UNFPA/UNICEF/WHO/World Bank Special Programme of Research, Development and Research Training in Human Reproduction, World Health Organization, Geneva, Switzerland.
José CarvalhoStatistika Consultoria, São Paulo, Brazil.ORCID 0000-0002-8901-9802
Lisa Neerup JensenCenter of Fetal Medicine, Department of Obstetrics, Rigshospitalet, Copenhagen University, Copenhagen, Denmark.
Daniel GiordanoCentro Rosarino de Estudios Perinatales, Rosario, Argentina.
José Guilherme CecattiDepartment of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas, Campinas, Brazil.ORCID 0000-0003-1285-8445
Hany Abdel AleemDepartment of Obstetrics and Gynecology, Faculty of Medicine, Assiut University, Assiut, Egypt.
Sameera A TalegawkarDepartment of Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington, District of Columbia, United States of America.
Alexandra BenachiService de Gynecologie Obstetrique, Hôpital Antoine-Béclère, AP-HP, Université Paris Sud, Clamart, France.
Anke DiemertDepartment for Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Antoinette Tshefu KitotoÉcole de Santé Publique, Faculté de Medecine, Université de Kinshasa, Kinshasa, Democratic Republic of the Congo.
Jadsada ThinkhamropDepartment of Obstetrics and Gynecology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
Pisake LumbiganonDepartment of Obstetrics and Gynecology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
Ann TaborCenter of Fetal Medicine, Department of Obstetrics, Rigshospitalet, Copenhagen University, Copenhagen, Denmark.
Alka KriplaniDepartment of Obstetrics and Gynecology, All India Institute of Medical Sciences, New Delhi, India.
Rogelio Gonzalez PerezDivisión de Obstetricia y Ginecología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
Kurt HecherDepartment for Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Mark A HansonInstitute of Developmental Sciences, University of Southampton, Southampton, United Kingdom.
A Metin GülmezogluDepartment of Reproductive Health and Research, UNDP/UNFPA/UNICEF/WHO/World Bank Special Programme of Research, Development and Research Training in Human Reproduction, World Health Organization, Geneva, Switzerland.
Lawrence D PlattDavid Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, United States of America.
Centro Rosarino de Estudios Perinatales · ARKhon Kaen University · THRigshospitalet · DKUniversität Hamburg · DEWorld Health Organization · CHAll India Institute of Medical Sciences · INAssiut University · EGHaukeland University Hospital · NOLondon School of Hygiene & Tropical Medicine · GBMilken Institute · USPontificia Universidad Católica de Chile · CLUniversidade Estadual de Campinas (UNICAMP) · BRUniversité Paris-Sud · FRUniversity of California, Los Angeles · USUniversity of Kinshasa · CDUniversity of Southampton · GB

Funding

British Heart Foundation RG/15/17/31749World Health Organization 001
6 · The paper itself

Abstract

backgroundPerinatal mortality and morbidity continue to be major global health challenges strongly associated with prematurity and reduced fetal growth, an issue of further interest given the mounting evidence that fetal growth in general is linked to degrees of risk of common noncommunicable diseases in adulthood. Against this background, WHO made it a high priority to provide the present fetal growth charts for estimated fetal weight (EFW) and common ultrasound biometric measurements intended for worldwide use. METHODS AND

findingsWe conducted a multinational prospective observational longitudinal study of fetal growth in low-risk singleton pregnancies of women of high or middle socioeconomic status and without known environmental constraints on fetal growth. Centers in ten countries (Argentina, Brazil, Democratic Republic of the Congo, Denmark, Egypt, France, Germany, India, Norway, and Thailand) recruited participants who had reliable information on last menstrual period and gestational age confirmed by crown-rump length measured at 8-13 wk of gestation. Participants had anthropometric and nutritional assessments and seven scheduled ultrasound examinations during pregnancy. Fifty-two participants withdrew consent, and 1,387 participated in the study. At study entry, median maternal age was 28 y (interquartile range [IQR] 25-31), median height was 162 cm (IQR 157-168), median weight was 61 kg (IQR 55-68), 58% of the women were nulliparous, and median daily caloric intake was 1,840 cal (IQR 1,487-2,222). The median pregnancy duration was 39 wk (IQR 38-40) although there were significant differences between countries, the largest difference being 12 d (95% CI 8-16). The median birthweight was 3,300 g (IQR 2,980-3,615). There were differences in birthweight between countries, e.g., India had significantly smaller neonates than the other countries, even after adjusting for gestational age. Thirty-one women had a miscarriage, and three fetuses had intrauterine death. The 8,203 sets of ultrasound measurements were scrutinized for outliers and leverage points, and those measurements taken at 14 to 40 wk were selected for analysis. A total of 7,924 sets of ultrasound measurements were analyzed by quantile regression to establish longitudinal reference intervals for fetal head circumference, biparietal diameter, humerus length, abdominal circumference, femur length and its ratio with head circumference and with biparietal diameter, and EFW. There was asymmetric distribution of growth of EFW: a slightly wider distribution among the lower percentiles during early weeks shifted to a notably expanded distribution of the higher percentiles in late pregnancy. Male fetuses were larger than female fetuses as measured by EFW, but the disparity was smaller in the lower quantiles of the distribution (3.5%) and larger in the upper quantiles (4.5%). Maternal age and maternal height were associated with a positive effect on EFW, particularly in the lower tail of the distribution, of the order of 2% to 3% for each additional 10 y of age of the mother and 1% to 2% for each additional 10 cm of height. Maternal weight was associated with a small positive effect on EFW, especially in the higher tail of the distribution, of the order of 1.0% to 1.5% for each additional 10 kg of bodyweight of the mother. Parous women had heavier fetuses than nulliparous women, with the disparity being greater in the lower quantiles of the distribution, of the order of 1% to 1.5%, and diminishing in the upper quantiles. There were also significant differences in growth of EFW between countries. In spite of the multinational nature of the study, sample size is a limiting factor for generalization of the charts.

conclusionsThis study provides WHO fetal growth charts for EFW and common ultrasound biometric measurements, and shows variation between different parts of the world.

Indexed as

AnthropometryFetal DevelopmentFetal WeightAdultFemaleGlobal HealthHumansLongitudinal StudiesMalePregnancyProspective StudiesReference ValuesUltrasonographyYoung Adult

Identifiers

PMID28118360
PMCPMC5261648
OpenAlexW2580088840

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.