ArticlePloS one2013
RNA sequencing of the human milk fat layer transcriptome reveals distinct gene expression profiles at three stages of lactation.
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.
What it found
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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.
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.
Metformin to Augment Low Milk Supply in Pre-diabetic Mothers, a Phase I/II Randomized Clinical Trial
Open the trial in the graphWho cites it
114 citing papers in PubMed, 3 syntheses or guidelines pooled it, 208 citations in OpenAlex.
- Incidence and factors influencing delayed onset of lactation: a systematic review and meta-analysis.International breastfeeding journal · 2024Pooled it
- Weighted gene co-expression network analysis identifies modules and functionally enriched pathways in the lactation process.Scientific reports · 2021Pooled it
- Oral galactagogues (natural therapies or drugs) for increasing breast milk production in mothers of non-hospitalised term infants.The Cochrane database of systematic reviews · 2020Pooled it
- The effect of preoperative oral carbohydrate on the time to colostrum and amount of vaginal bleeding after elective cesarean section.The journal of obstetrics and gynaecology research · 2022Trial
- DHA Supplementation Attenuates Inflammation-Associated Gene Expression in the Mammary Gland of Lactating Mothers Who Deliver Preterm.The Journal of nutrition · 2022Trial
- 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 · 2019Trial
- Maternal pre-pregnancy overweight/obesity and gestational diabetes interaction on delayed breastfeeding initiation.PloS one · 2018Trial
- Pharmacokinetics of Transfer of Azithromycin into the Breast Milk of African Mothers.Antimicrobial agents and chemotherapy · 2015Trial
- Insulin sensitivity and mitochondrial homeostasis connect lactation to maternal metabolic health.The Journal of clinical investigation · 2026Article
- Insulin resistance is associated with mammary mitochondrial dysfunction at the onset of human lactation.The Journal of clinical investigation · 2026Article
- Prolactin in high-metabolic risk pregnancies: Associations with maternal obesity and metabolic health.Acta obstetricia et gynecologica Scandinavica · 2026Observational
- Mothers' milk Na without Na:K ratio detects secretory activation in mothers of preterm infants.Pediatric research · 2026Article
- Methods for Preserving Human Milk Cellular and Milk Fat Globule RNA.Journal of mammary gland biology and neoplasia · 2026Article
- Exploratory identification of coding and splicing-related SNV variants in A1A1 and A2A2 β-casein Holstein dairy cows.Journal of animal science · 2026Article
- Predictors of breastfeeding among women in Lao People's Democratic Republic: a prospective cohort study.Frontiers in global women's health · 2026Article
- Molecular Response of Simmental Cows to Negative Energy Balance: Regulation of Interleukin-6 and Plasminogen During Early Lactation.International journal of molecular sciences · 2025Article
- Breast Milk Proteome: Changes in the Different Stages of Lactation and Impacts of Gestational Diabetes Mellitus and Body Mass Index.Molecular nutrition & food research · 2025Article
- Transcriptomic profiling of milk fat globules in cows with different β-casein genotypes.Scientific reports · 2025Article
- Genomic characterization of normal and aberrant human milk production.Science advances · 2025Article
- Review
54 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
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.
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What OpenQuestion holds
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.