Evidence map›Paper›PMID 27955712›Full record

ArticleBMC medicine2016

Metabolic profiling of pregnancy: cross-sectional and longitudinal evidence.

Qin Wang, Peter Würtz, Kirsi Auro, Ville-Petteri Mäkinen, Antti J Kangas, Pasi Soininen, Mika Tiainen, Tuulia Tynkkynen, Jari Jokelainen, Kristiina Santalahti and 14 more

Open access · goldAbstract read
In one paragraph

Article in BMC medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 103 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
103citing papers in PubMed, 3 pooled it
27.5field-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

103 citing papers in PubMed, 3 syntheses or guidelines pooled it, 219 citations in OpenAlex.

  1. Pooled it
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  11. Review
  12. Observational
  13. Article
  14. Cardiovascular complications of pregnancy.The Journal of clinical investigation · 2026
    Review
  15. Article
  16. Review
  17. Exposure to Extreme Heat Increases Preterm Birth Risk: Hypothetical Pathophysiological Mechanisms.BioEssays : news and reviews in molecular, cellular and developmental biology · 2025
    Review
  18. Article
  19. Article
  20. Article

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

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

24 authors at 13 institutions in 5 countries.

Qin WangComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Peter WürtzComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Kirsi AuroNational Institute for Health and Welfare, Helsinki, Finland.
Ville-Petteri MäkinenComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Antti J KangasComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Pasi SoininenComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Mika TiainenComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Tuulia TynkkynenComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Jari JokelainenCenter for Life Course Health Research and Biocenter Oulu, University of Oulu, Oulu, Finland.
Kristiina SantalahtiDepartment of Medical Microbiology and Immunology, and MediCity Research Laboratory, University of Turku, Turku, Finland.
Marko SalmiDepartment of Medical Microbiology and Immunology, and MediCity Research Laboratory, University of Turku, Turku, Finland.
Stefan BlankenbergClinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany.
Tanja ZellerClinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany.
Jorma ViikariDepartment of Medicine, University of Turku, Turku, Finland.
Mika KähönenDepartment of Clinical Physiology, University of Tampere and Tampere University Hospital, Tampere, Finland.
Terho LehtimäkiDepartment of Clinical Chemistry, Fimlab Laboratories, School of Medicine, University of Tampere, Tampere, Finland.
Veikko SalomaaNational Institute for Health and Welfare, Helsinki, Finland.
Markus PerolaNational Institute for Health and Welfare, Helsinki, Finland.
Sirpa JalkanenDepartment of Medical Microbiology and Immunology, and MediCity Research Laboratory, University of Turku, Turku, Finland.
Marjo-Riitta JärvelinCenter for Life Course Health Research and Biocenter Oulu, University of Oulu, Oulu, Finland.
Olli T RaitakariResearch Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.
Johannes KettunenComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland.
Debbie A LawlorMedical Research Council Integrative Epidemiology Unit at the University of Bristol, Bristol, UK.
Mika Ala-KorpelaComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland. mika.ala-korpela@computationalmedicine.fi.
University of Oulu · FIUniversity of Turku · FIUniversity of Eastern Finland · FIOulu University Hospital · FIFimlab (Finland) · FIFinnish Institute for Health and Welfare · FIHelsinki University Hospital · FIMedical Research Council · GBTampere University · FIUniversität Hamburg · DEUniversity Medical Center Hamburg-Eppendorf · DEUniversity of Bristol · GBUniversity of Tartu · EE

Funding

Metabolomic and Epigenomic Mechanisms in Developmental Overnutrition.R01DK103246 · NIDDK · UNIVERSITY OF BRISTOL · PI LAWLOR, DEBORAH ANNE · 2014 to 2018
$2.2M
HIV Prev. Proj. YMSM and Young Transgender Persons of colorU22PS000476 · PS · LA CLINICA DEL PUEBLO, INC. · PI SOL, CATALINA · 2006 to 2010
$1.7M
Medical Research Council G0600705Medical Research Council MC_UU_12013/5NCHHSTP CDC HHS U22 PS000476NIDDK NIH HHS R01 DK103246
6 · The paper itself

Abstract

backgroundPregnancy triggers well-known alterations in maternal glucose and lipid balance but its overall effects on systemic metabolism remain incompletely understood.

methodsDetailed molecular profiles (87 metabolic measures and 37 cytokines) were measured for up to 4260 women (24-49 years, 322 pregnant) from three population-based cohorts in Finland. Circulating molecular concentrations in pregnant women were compared to those in non-pregnant women. Metabolic profiles were also reassessed for 583 women 6 years later to uncover the longitudinal metabolic changes in response to change in the pregnancy status.

resultsCompared to non-pregnant women, all lipoprotein subclasses and lipids were markedly increased in pregnant women. The most pronounced differences were observed for the intermediate-density, low-density and high-density lipoprotein triglyceride concentrations. Large differences were also seen for many fatty acids and amino acids. Pregnant women also had higher concentrations of low-grade inflammatory marker glycoprotein acetyls, higher concentrations of interleukin-18 and lower concentrations of interleukin-12p70. The changes in metabolic concentrations for women who were not pregnant at baseline but pregnant 6 years later (or vice versa) matched (or were mirror-images of) the cross-sectional association pattern. Cross-sectional results were consistent across the three cohorts and similar longitudinal changes were seen for 653 women in 4-year and 497 women in 10-year follow-up. For multiple metabolic measures, the changes increased in magnitude across the three trimesters.

conclusionsPregnancy initiates substantial metabolic and inflammatory changes in the mothers. Comprehensive characterisation of normal pregnancy is important for gaining understanding of the key nutrients for fetal growth and development. These findings also provide a valuable molecular reference in relation to studies of adverse pregnancy outcomes.

Indexed as

AdultCross-Sectional StudiesFemaleFinlandHumansMetabolomicsMiddle AgedPregnancyYoung AdultAmino acidsCytokinesFatty acidsHormonesInflammationLipoprotein lipidsMetabolic networksMetabolomicsPostpartumPregnancyTrimesters

Identifiers

PMID27955712
PMCPMC5153817
OpenAlexW2558296892

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.