Evidence map›Paper›PMID 35881399›Full record

SynthesisJAMA network open2022

Association of Assisted Reproductive Technology With Offspring Growth and Adiposity From Infancy to Early Adulthood.

Ahmed Elhakeem, Amy E Taylor, Hazel M Inskip, Jonathan Huang, Muriel Tafflet, Johan L Vinther, Federica Asta, Jan S Erkamp, Luigi Gagliardi, Kathrin Guerlich and 49 more

Open access · goldAbstract readMeta-Analysis
In one paragraph

Synthesis in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
11.8field-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

20 citing papers in PubMed, 1 synthesis or guideline pooled it, 33 citations in OpenAlex.

  1. Pooled it
  2. Twin Birth Weight Chart Comparisons in Korea.Journal of Korean medical science · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Factors influencing the birth weight of ART-conceived offspring.Journal of assisted reproduction and genetics · 2025
    Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

59 authors at 20 institutions in 16 countries.

Ahmed ElhakeemMRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom.
Amy E TaylorMRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom.
Hazel M InskipMRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, United Kingdom.
Jonathan HuangSingapore Institute for Clinical Science, Agency for Science, Technology, and Research, Singapore.
Muriel TaffletUniversité de Paris, National Institute for Health and Medical Research, National Research Institute for Agriculture, Food and Environment, Centre for Research in Epidemiology and Statistics, Paris, France.
Johan L VintherSection of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Federica AstaDepartment of Epidemiology, Lazio Regional Health Service, Rome, Italy.
Jan S ErkampThe Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Luigi GagliardiDepartment of Mother and Child Health, Ospedale Versilia, Viareggio, Azienda Usl Toscana Nord Ovest, Pisa, Italy.
Kathrin GuerlichDivision of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany.
Jane HallidayMurdoch Children's Research Institute, Parkville, Australia.
Margreet W Harskamp-van GinkelAmsterdam University Medical Centers, University of Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
Jian-Rong HeDivision of Birth Cohort Study, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
Vincent W V JaddoeThe Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Sharon LewisMurdoch Children's Research Institute, Parkville, Australia.
Gillian M MaherSchool of Public Health, University College Cork, Cork, Ireland.
Yannis ManiosDepartment of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece.
Toby MansellMurdoch Children's Research Institute, Parkville, Australia.
Fergus P McCarthyThe Irish Centre for Maternal and Child Health Research, University College Cork, Cork, Ireland.
Sheila W McDonaldDepartment of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada.
Emanuela MeddaCenter for Behavioral Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.
Lorenza NisticòCenter for Behavioral Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.
Angela Pinot de MoiraSection of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Maja PopovicCancer Epidemiology Unit, Department of Medical Sciences, University of Turin, Reference Centre for Epidemiology and Cancer Prevention Piemonte, Turin, Italy.
Irwin K M ReissDepartment of Paediatrics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Carina RodriguesEpidemiology Research Unit, Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal.
Theodosia SalikaMRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, United Kingdom.
Ash SmithCentre for Longitudinal Research, He Ara ki Mua, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
Maria A StaziCenter for Behavioral Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.
Caroline WalkerCentre for Longitudinal Research, He Ara ki Mua, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
Muci WuDepartment of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada.
Bjørn O ÅsvoldK.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway.
Henrique BarrosEpidemiology Research Unit, Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal.
Sonia BrescianiniCenter for Behavioral Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.
David BurgnerMurdoch Children's Research Institute, Parkville, Australia.
Jerry K Y ChanAcademic Clinical Program in Obstetrics and Gynaecology, Duke-NUS Medical School, Singapore.
Marie-Aline CharlesUniversité de Paris, National Institute for Health and Medical Research, National Research Institute for Agriculture, Food and Environment, Centre for Research in Epidemiology and Statistics, Paris, France.
Johan G ErikssonSingapore Institute for Clinical Science, Agency for Science, Technology, and Research, Singapore.
Romy GaillardThe Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Veit GroteDivision of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany.
Siri E HåbergCentre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway.
Barbara HeudeUniversité de Paris, National Institute for Health and Medical Research, National Research Institute for Agriculture, Food and Environment, Centre for Research in Epidemiology and Statistics, Paris, France.
Berthold KoletzkoDivision of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany.
Susan MortonCentre for Longitudinal Research, He Ara ki Mua, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
George MoschonisDepartment of Food, Nutrition and Dietetics, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Australia.
Deirdre MurrayThe Irish Centre for Maternal and Child Health Research, University College Cork, Cork, Ireland.
Desmond O'MahonyNational Longitudinal Study of Children in Ireland, Economic and Social Research Institute, Dublin, Ireland.
Daniela PortaDepartment of Epidemiology, Lazio Regional Health Service, Rome, Italy.
Xiu QiuDivision of Birth Cohort Study, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
Lorenzo RichiardiCancer Epidemiology Unit, Department of Medical Sciences, University of Turin, Reference Centre for Epidemiology and Cancer Prevention Piemonte, Turin, Italy.
Franca RusconiDepartment of Mother and Child Health, Ospedale Versilia, Viareggio, Azienda Usl Toscana Nord Ovest, Pisa, Italy.
Richard SafferyMurdoch Children's Research Institute, Parkville, Australia.
Suzanne C ToughDepartment of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada.
Tanja G M VrijkotteAmsterdam University Medical Centers, University of Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
Scott M NelsonNational Institute for Health Research Bristol Biomedical Research Centre, Bristol, United Kingdom.
Anne-Marie Nybo AndersenSection of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Maria C MagnusCentre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway.
Deborah A LawlorMRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom.
Assisted Reproductive Technology and Future Health (ART-Health) Cohort Collaboration
The University of Melbourne · AUErasmus MC · NLIstituto Superiore di Sanità · ITLMU Klinikum · DENational Institute for Health Research · GBUniversity College Cork · IEUniversity of Auckland · NZUniversity of Calgary · CAUniversity of Copenhagen · DKAgency for Science, Technology and Research · SGAmsterdam University Medical Centers · NLGuangzhou Medical University · CNi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto · PTInstitut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement · FRNorwegian Institute of Public Health · NOOspedale Versilia · ITPiedmont Reference Center for Epidemiology and Cancer Prevention · ITEconomic and Social Research Institute · IEHellenic Mediterranean University · GRInstitut national d'études démographiques · FR

Funding

British Heart Foundation CH/F/20/90003Medical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_PC_19009Medical Research Council MC_UU_00011/6
6 · The paper itself

Abstract

Importance: People conceived using assisted reproductive technology (ART) make up an increasing proportion of the world's population. Objective: To investigate the association of ART conception with offspring growth and adiposity from infancy to early adulthood in a large multicohort study. Design, Setting, and Participants: This cohort study used a prespecified coordinated analysis across 26 European, Asia-Pacific, and North American population-based cohort studies that included people born between 1984 and 2018, with mean ages at assessment of growth and adiposity outcomes from 0.6 months to 27.4 years. Data were analyzed between November 2019 and February 2022. Exposures: Conception by ART (mostly in vitro fertilization, intracytoplasmic sperm injection, and embryo transfer) vs natural conception (NC; without any medically assisted reproduction). Main Outcomes and Measures: The main outcomes were length / height, weight, and body mass index (BMI; calculated as weight in kilograms divided by height in meters squared). Each cohort was analyzed separately with adjustment for maternal BMI, age, smoking, education, parity, and ethnicity and offspring sex and age. Results were combined in random effects meta-analysis for 13 age groups. Results: Up to 158 066 offspring (4329 conceived by ART) were included in each age-group meta-analysis, with between 47.6% to 60.6% females in each cohort. Compared with offspring who were NC, offspring conceived via ART were shorter, lighter, and thinner from infancy to early adolescence, with differences largest at the youngest ages and attenuating with older child age. For example, adjusted mean differences in offspring weight were -0.27 (95% CI, -0.39 to -0.16) SD units at age younger than 3 months, -0.16 (95% CI, -0.22 to -0.09) SD units at age 17 to 23 months, -0.07 (95% CI, -0.10 to -0.04) SD units at age 6 to 9 years, and -0.02 (95% CI, -0.15 to 0.12) SD units at age 14 to 17 years. Smaller offspring size was limited to individuals conceived by fresh but not frozen embryo transfer compared with those who were NC (eg, difference in weight at age 4 to 5 years was -0.14 [95% CI, -0.20 to -0.07] SD units for fresh embryo transfer vs NC and 0.00 [95% CI, -0.15 to 0.15] SD units for frozen embryo transfer vs NC). More marked differences were seen for body fat measurements, and there was imprecise evidence that offspring conceived by ART developed greater adiposity by early adulthood (eg, ART vs NC difference in fat mass index at age older than 17 years: 0.23 [95% CI, -0.04 to 0.50] SD units). Conclusions and Relevance: These findings suggest that people conceiving or conceived by ART can be reassured that differences in early growth and adiposity are small and no longer evident by late adolescence.

Indexed as

AdipositySemenAdolescentAdultChildChild, PreschoolCohort StudiesEmbryo TransferFemaleHumansInfantMaleObesityPregnancyReproductive Techniques, Assisted

Identifiers

PMID35881399
PMCPMC9327583
OpenAlexW4288037100

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.