Evidence map›Paper›PMID 34620173›Full record

ArticleBMC medicine2021

Intensive lactation among women with recent gestational diabetes significantly alters the early postpartum circulating lipid profile: the SWIFT study.

Ziyi Zhang, Mi Lai, Anthony L Piro, Stacey E Alexeeff, Amina Allalou, Hannes L Röst, Feihan F Dai, Michael B Wheeler, Erica P Gunderson

Registry-linked trialAbstract read
In one paragraph

Article in BMC medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01967030 (SWIFT), which is not on this map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing 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.

NCT01967030 active not recruitingnot on this map

SWIFT: Study of Women, Infant Feeding and Type 2 Diabetes After GDM Pregnancy

TypeobservationalSponsorKaiser PermanenteRan2008 to 2030Enrolled1,035ConditionsType 2 Diabetes
3 · Its place in the literature

Who cites it

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

  1. Prediction Models for Maternal and Offspring Short- and Long-Term Outcomes Following Gestational Diabetes: A Systematic Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Pooled it
  2. Trial
  3. Article
  4. Review
  5. Review
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article
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

9 authors.

Ziyi ZhangDepartment of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Mi LaiDepartment of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Anthony L PiroDepartment of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Stacey E AlexeeffDivision of Research, Kaiser Permanente Northern California, Oakland, California, USA.
Amina AllalouDepartment of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Hannes L RöstDonnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada.
Feihan F DaiDepartment of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. f.dai@utoronto.ca.
Michael B WheelerDepartment of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. michael.wheeler@utoronto.ca.
Erica P GundersonDivision of Research, Kaiser Permanente Northern California, Oakland, California, USA. Erica.Gunderson@kp.org.

Funding

Metabolite Profiles Preceding Progression to Diabetes Mellitus after Gestational DiabetesR01DK118409 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI GUNDERSON, ERICA PAULINE · 2018 to 2023
$3.1M
Lactation and Glucose Tolerance After GDM PregnancyR01HD050625 · NICHD · KAISER FOUNDATION RESEARCH INSTITUTE · PI GUNDERSON, ERICA PAULINE · 2007 to 2011
$3.1M
NICHD NIH HHS R01 HD050625NIDDK NIH HHS R01 DK118409
6 · The paper itself

Abstract

backgroundWomen with a history of gestational diabetes mellitus (GDM) have a 7-fold higher risk of developing type 2 diabetes (T2D). It is estimated that 20-50% of women with GDM history will progress to T2D within 10 years after delivery. Intensive lactation could be negatively associated with this risk, but the mechanisms behind a protective effect remain unknown.

methodsIn this study, we utilized a prospective GDM cohort of 1010 women without T2D at 6-9 weeks postpartum (study baseline) and tested for T2D onset up to 8 years post-baseline (n=980). Targeted metabolic profiling was performed on fasting plasma samples collected at both baseline and follow-up (1-2 years post-baseline) during research exams in a subset of 350 women (216 intensive breastfeeding, IBF vs. 134 intensive formula feeding or mixed feeding, IFF/Mixed). The relationship between lactation intensity and circulating metabolites at both baseline and follow-up were evaluated to discover underlying metabolic responses of lactation and to explore the link between these metabolites and T2D risk.

resultsWe observed that lactation intensity was strongly associated with decreased glycerolipids (TAGs/DAGs) and increased phospholipids/sphingolipids at baseline. This lipid profile suggested decreased lipogenesis caused by a shift away from the glycerolipid metabolism pathway towards the phospholipid/sphingolipid metabolism pathway as a component of the mechanism underlying the benefits of lactation. Longitudinal analysis demonstrated that this favorable lipid profile was transient and diminished at 1-2 years postpartum, coinciding with the cessation of lactation. Importantly, when stratifying these 350 women by future T2D status during the follow-up (171 future T2D vs. 179 no T2D), we discovered that lactation induced robust lipid changes only in women who did not develop incident T2D. Subsequently, we identified a cluster of metabolites that strongly associated with future T2D risk from which we developed a predictive metabolic signature with a discriminating power (AUC) of 0.78, superior to common clinical variables (i.e., fasting glucose, AUC 0.56 or 2-h glucose, AUC 0.62).

conclusionsIn this study, we show that intensive lactation significantly alters the circulating lipid profile at early postpartum and that women who do not respond metabolically to lactation are more likely to develop T2D. We also discovered a 10-analyte metabolic signature capable of predicting future onset of T2D in IBF women. Our findings provide novel insight into how lactation affects maternal metabolism and its link to future diabetes onset.

trial registrationClinicalTrials.gov NCT01967030 .

Indexed as

Diabetes, GestationalDiabetes Mellitus, Type 2Blood GlucoseBreast FeedingFemaleHumansLactationLipidsPostpartum PeriodPregnancyProspective StudiesBlood GlucoseLipidsGestational diabetes mellitusLactationLipid metabolismType 2 diabetes risk

Identifiers

PMID34620173
PMCPMC8499506

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.