Evidence map›Paper›PMID 39809772›Full record

ArticleNature communications2025

Rare variant associations with birth weight identify genes involved in adipose tissue regulation, placental function and insulin-like growth factor signalling.

Katherine A Kentistou, Brandon E M Lim, Lena R Kaisinger, Valgerdur Steinthorsdottir, Luke N Sharp, Kashyap A Patel, Vinicius Tragante, Gareth Hawkes, Eugene J Gardner, Thorhildur Olafsdottir and 12 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Beyond Deterministic Fetal Programming: Intrauterine Exposures and the Multifactorial Origins of Adiposity.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Review
  3. Insulin-like growth factor receptor signaling in physiology and disease.Signal transduction and targeted therapy · 2026
    Review
  4. Article
  5. Article
  6. Review
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

22 authors.

Katherine A Kentistou *MRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.ORCID http://orcid.org/0000-0002-5816-664X
Brandon E M Lim *Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.
Lena R Kaisinger *MRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.
Valgerdur SteinthorsdottirdeCODE genetics/Amgen, Inc., 102 Reykjavik, Reykjavik, Iceland.ORCID http://orcid.org/0000-0003-1846-6274
Luke N SharpDepartment of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.ORCID http://orcid.org/0009-0001-3657-5493
Kashyap A PatelDepartment of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.ORCID http://orcid.org/0000-0002-9240-8104
Vinicius TragantedeCODE genetics/Amgen, Inc., 102 Reykjavik, Reykjavik, Iceland.ORCID http://orcid.org/0000-0002-8223-8957
Gareth HawkesDepartment of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.ORCID http://orcid.org/0000-0002-3367-789X
Eugene J GardnerMRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.ORCID http://orcid.org/0000-0001-9671-1533
Thorhildur OlafsdottirdeCODE genetics/Amgen, Inc., 102 Reykjavik, Reykjavik, Iceland.ORCID http://orcid.org/0000-0003-2003-9984
Andrew R WoodDepartment of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.ORCID http://orcid.org/0000-0003-1726-948X
Yajie ZhaoMRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.ORCID http://orcid.org/0000-0002-2747-0219
Gudmar ThorleifssondeCODE genetics/Amgen, Inc., 102 Reykjavik, Reykjavik, Iceland.ORCID http://orcid.org/0000-0003-4623-9087
Felix R DayMRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.ORCID http://orcid.org/0000-0003-3789-7651
Susan E OzanneMRC Metabolic Diseases Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, University of Cambridge, Cambridge, UK.
Andrew T HattersleyDepartment of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.ORCID http://orcid.org/0000-0001-5620-473X
Stephen O'RahillyMRC Metabolic Diseases Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-2199-4449
Kari StefanssondeCODE genetics/Amgen, Inc., 102 Reykjavik, Reykjavik, Iceland.ORCID http://orcid.org/0000-0003-1676-864X
Ken K Ong *MRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.
Robin N Beaumont *Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.ORCID http://orcid.org/0000-0003-0750-8248
John R B Perry *MRC Epidemiology Unit, Box 285 Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK.ORCID http://orcid.org/0000-0001-6483-3771
Rachel M Freathy *Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK. R.Freathy@exeter.ac.uk.ORCID http://orcid.org/0000-0003-4152-2238

Funding

Integrating genomic studies of gestational duration and birth weight to understand maternal and fetal causes of adverse pregnancy outcomes and links with later diseasesR01HD101669 · NICHD · CINCINNATI CHILDRENS HOSP MED CTR · PI FREATHY, RACHEL, JACOBSSON, BO · 2021 to 2024
$2.1M
NICHD NIH HHS R01 HD101669RCUK | Medical Research Council (MRC) MC_UU_00006/2U.S. Department of Health & Human Services | NIH | Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) R01HD101669Wellcome TrustWellcome Trust (Wellcome) WT220390
6 · The paper itself

Abstract

Investigating the genetic factors influencing human birth weight may lead to biological insights into fetal growth and long-term health. We report analyses of rare variants that impact birth weight when carried by either fetus or mother, using whole exome sequencing data in up to 234,675 participants. Rare protein-truncating and deleterious missense variants are collapsed to perform gene burden tests. We identify 9 genes; 5 with fetal-only effects on birth weight, 1 with maternal-only effects, 3 with both, and observe directionally concordant associations in an independent sample. Four of the genes were previously implicated by GWAS of birth weight. IGF1R and PAPPA2 (fetal and maternal-acting) have known roles in insulin-like growth factor bioavailability and signalling. PPARG, INHBE and ACVR1C (fetal-acting) are involved in adipose tissue regulation, and the latter two also show associations with favourable adiposity patterns in adults. We highlight the dual role of PPARG (fetal-acting) in adipocyte differentiation and placental angiogenesis. NOS3 (fetal and maternal-acting), NRK (fetal), and ADAMTS8 (maternal-acting) have been implicated in placental function and hypertension. To conclude, our analysis of rare coding variants identifies regulators of fetal adipose tissue and fetoplacental angiogenesis as determinants of birth weight, and further evidence for the role of insulin-like growth factors.

Indexed as

Adipose TissueBirth WeightPlacentaSomatomedinsAdultExome SequencingFemaleGenome-Wide Association StudyHumansInfant, NewbornInsulin-Like PeptidesMalePolymorphism, Single NucleotidePPAR gammaPregnancyPregnancy-Associated Plasma Protein-AIGF1R protein, humanInsulin-Like PeptidesPAPPA2 protein, humanPPAR gammaPPARG protein, humanPregnancy-Associated Plasma Protein-AReceptor, IGF Type 1Somatomedins

Identifiers

PMID39809772
PMCPMC11733218

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.