Evidence map›Paper›PMID 23861770›Full record

ArticlePloS one2013

RNA sequencing of the human milk fat layer transcriptome reveals distinct gene expression profiles at three stages of lactation.

Danielle G Lemay, Olivia A Ballard, Maria A Hughes, Ardythe L Morrow, Nelson D Horseman, Laurie A Nommsen-Rivers

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02179788 (Metformin to Augment Low Milk Supply in Pre-diabetic Mothers, a Phase I/II Randomized Clinical Trial), which is not on this map. Cited by 114 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
114citing papers in PubMed, 3 pooled it
13.6field-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.

NCT02179788 phase1 / phase2completedstarted 2014, after this paper: background citation

Metformin to Augment Low Milk Supply in Pre-diabetic Mothers, a Phase I/II Randomized Clinical Trial

Ran2014Enrolled15Registered outcomes1Posted comparisons0ConditionsInsulin Resistance, Low Milk Supply, Pre-diabetes, Suppressed LactationArmsMetformin, Placebo, Standard Care
PMID 20573792PMID 21524193PMID 24062375other papers from this trial
Open the trial in the graph
3 · Its place in the literature

Who cites it

114 citing papers in PubMed, 3 syntheses or guidelines pooled it, 208 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Trial
  5. Trial
  6. Feasibility and Acceptability of Metformin to Augment Low Milk Supply: A Pilot Randomized Controlled Trial.Journal of human lactation : official journal of International Lactation Consultant Association · 2019
    Trial
  7. Trial
  8. Trial
  9. Article
  10. Article
  11. Observational
  12. Article
  13. Methods for Preserving Human Milk Cellular and Milk Fat Globule RNA.Journal of mammary gland biology and neoplasia · 2026
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Foods (Basel, Switzerland) · 2025
    Review

54 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

6 authors at 3 institutions in 1 country.

Danielle G LemayGenome Center, University of California Davis, Davis, California, USA.
Olivia A Ballard
Maria A Hughes
Ardythe L Morrow
Nelson D Horseman
Laurie A Nommsen-Rivers
Cincinnati Children's Hospital Medical Center · USUniversity of Cincinnati Medical Center · USUniversity of California, Davis · US

Funding

ZONA PELLUCIDA PEPTIDES AS IMMUNOCONTRACEPTIVE ANTIGENSP51RR000169 · NCRR · UNIVERSITY OF CALIFORNIA DAVIS · PI HYDE, DALLAS MELVIN · 1985 to 2011
$126.2M
VIRAL GASTROENTERITIS PATHOGENSP01HD013021 · NICHD · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI MORROW, ARDYTHE L · 1985 to 2013
$15.0M
Cincinnati Center for Clinical and Translational Sciences and TrainingUL1TR000077 · NCATS · UNIVERSITY OF CINCINNATI · PI HEUBI, JAMES E. · 2012 to 2014
$9.9M
NCATS NIH HHS 8 UL1 TR000077-04NCATS NIH HHS UL1 TR000077NCRR NIH HHS P51 RR000169NCRR NIH HHS P51RR000169-49S1NICHD NIH HHS HD13021NICHD NIH HHS P01 HD013021
6 · The paper itself

Abstract

Aware of the important benefits of human milk, most U.S. women initiate breastfeeding but difficulties with milk supply lead some to quit earlier than intended. Yet, the contribution of maternal physiology to lactation difficulties remains poorly understood. Human milk fat globules, by enveloping cell contents during their secretion into milk, are a rich source of mammary cell RNA. Here, we pair this non-invasive mRNA source with RNA-sequencing to probe the milk fat layer transcriptome during three stages of lactation: colostral, transitional, and mature milk production. The resulting transcriptomes paint an exquisite portrait of human lactation. The resulting transcriptional profiles cluster not by postpartum day, but by milk Na:K ratio, indicating that women sampled during similar postpartum time frames could be at markedly different stages of gene expression. Each stage of lactation is characterized by a dynamic range (10(5)-fold) in transcript abundances not previously observed with microarray technology. We discovered that transcripts for isoferritins and cathepsins are strikingly abundant during colostrum production, highlighting the potential importance of these proteins for neonatal health. Two transcripts, encoding β-casein (CSN2) and α-lactalbumin (LALBA), make up 45% of the total pool of mRNA in mature lactation. Genes significantly expressed across all stages of lactation are associated with making, modifying, transporting, and packaging milk proteins. Stage-specific transcripts are associated with immune defense during the colostral stage, up-regulation of the machinery needed for milk protein synthesis during the transitional stage, and the production of lipids during mature lactation. We observed strong modulation of key genes involved in lactose synthesis and insulin signaling. In particular, protein tyrosine phosphatase, receptor type, F (PTPRF) may serve as a biomarker linking insulin resistance with insufficient milk supply. This study provides the methodology and reference data set to enable future targeted research on the physiological contributors of sub-optimal lactation in humans.

Indexed as

Gene Expression ProfilingTranscriptomeAdultBiosynthetic PathwaysCluster AnalysisColostrumFemaleGene Expression RegulationGene Regulatory NetworksHumansInsulinInsulin ResistanceLactationLactoseMilk, HumanPregnancyInsulinLactosePTPRF protein, humanReceptor-Like Protein Tyrosine Phosphatases, Class 2RNA, Messenger

Identifiers

PMID23861770
PMCPMC3702532
OpenAlexW2071833891

What OpenQuestion holds

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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.