Literature DB >> 33216249

Single Cell RNA Sequencing of Human Milk-Derived Cells Reveals Sub-Populations of Mammary Epithelial Cells with Molecular Signatures of Progenitor and Mature States: a Novel, Non-invasive Framework for Investigating Human Lactation Physiology.

Jayne F Martin Carli1, G Devon Trahan2, Kenneth L Jones2,3, Nicole Hirsch4, Kristy P Rolloff4, Emily Z Dunn4, Jacob E Friedman5,6, Linda A Barbour4,7, Teri L Hernandez4,8, Paul S MacLean4, Jenifer Monks9, James L McManaman9, Michael C Rudolph4,6.   

Abstract

Cells in human milk are an untapped source, as potential "liquid breast biopsies", of material for investigating lactation physiology in a non-invasive manner. We used single cell RNA sequencing (scRNA-seq) to identify milk-derived mammary epithelial cells (MECs) and their transcriptional signatures in women with diet-controlled gestational diabetes (GDM) with normal lactation. Methodology is described for coordinating milk collections with single cell capture and library preparation via cryopreservation, in addition to scRNA-seq data processing and analyses of MEC transcriptional signatures. We comprehensively characterized 3740 cells from milk samples from two mothers at two weeks postpartum. Most cells (>90%) were luminal MECs (luMECs) expressing lactalbumin alpha and casein beta and positive for keratin 8 and keratin 18. Few cells were keratin 14+ basal MECs and a small immune cell population was present (<10%). Analysis of differential gene expression among clusters identified six potentially distinct luMEC subpopulation signatures, suggesting the potential for subtle functional differences among luMECs, and included one cluster that was positive for both progenitor markers and mature milk transcripts. No expression of pluripotency markers POU class 5 homeobox 1 (POU5F1, encoding OCT4) SRY-box transcription factor 2 (SOX2) or nanog homeobox (NANOG), was observed. These observations were supported by flow cytometric analysis of MECs from mature milk samples from three women with diet-controlled GDM (2-8 mo postpartum), indicating a negligible basal/stem cell population (epithelial cell adhesion molecule (EPCAM)-/integrin subunit alpha 6 (CD49f)+, 0.07%) and a small progenitor population (EPCAM+/CD49f+, 1.1%). We provide a computational framework for others and future studies, as well as report the first milk-derived cells to be analyzed by scRNA-seq. We discuss the clinical potential and current limitations of using milk-derived cells as material for characterizing human mammary physiology.

Entities:  

Keywords:  Human lactation; Human milk; Milk-derived cells; Single cell RNA sequencing

Year:  2020        PMID: 33216249      PMCID: PMC8016415          DOI: 10.1007/s10911-020-09466-z

Source DB:  PubMed          Journal:  J Mammary Gland Biol Neoplasia        ISSN: 1083-3021            Impact factor:   2.673


  72 in total

1.  Analysis of human breast milk cells: gene expression profiles during pregnancy, lactation, involution, and mastitic infection.

Authors:  Julie A Sharp; Christophe Lefèvre; Ashalyn Watt; Kevin R Nicholas
Journal:  Funct Integr Genomics       Date:  2016-02-24       Impact factor: 3.410

2.  Early Breastfeeding Problems Mediate the Negative Association between Maternal Obesity and Exclusive Breastfeeding at 1 and 2 Months Postpartum.

Authors:  Elizabeth J O'Sullivan; Cria G Perrine; Kathleen M Rasmussen
Journal:  J Nutr       Date:  2015-08-19       Impact factor: 4.798

3.  Thyroid hormone responsive protein Spot14 enhances catalysis of fatty acid synthase in lactating mammary epithelium.

Authors:  Michael C Rudolph; Elizabeth A Wellberg; Andrew S Lewis; Kristina L Terrell; Andrea L Merz; N Karl Maluf; Natalie J Serkova; Steven M Anderson
Journal:  J Lipid Res       Date:  2014-04-25       Impact factor: 5.922

4.  Women With Gestational Diabetes Mellitus Randomized to a Higher-Complex Carbohydrate/Low-Fat Diet Manifest Lower Adipose Tissue Insulin Resistance, Inflammation, Glucose, and Free Fatty Acids: A Pilot Study.

Authors:  Teri L Hernandez; Rachael E Van Pelt; Molly A Anderson; Melanie S Reece; Regina M Reynolds; Becky A de la Houssaye; Margaret Heerwagen; William T Donahoo; Linda J Daniels; Catherine Chartier-Logan; Rachel C Janssen; Jacob E Friedman; Linda A Barbour
Journal:  Diabetes Care       Date:  2015-07-29       Impact factor: 19.112

5.  High prepregnant body mass index is associated with early termination of full and any breastfeeding in Danish women.

Authors:  Jennifer L Baker; Kim F Michaelsen; Thorkild I A Sørensen; Kathleen M Rasmussen
Journal:  Am J Clin Nutr       Date:  2007-08       Impact factor: 7.045

6.  Mechanism of chain length determination in biosynthesis of milk fatty acids.

Authors:  S Smith
Journal:  J Dairy Sci       Date:  1980-02       Impact factor: 4.034

7.  Maternal and infant infections stimulate a rapid leukocyte response in breastmilk.

Authors:  Foteini Hassiotou; Anna R Hepworth; Philipp Metzger; Ching Tat Lai; Naomi Trengove; Peter E Hartmann; Luis Filgueira
Journal:  Clin Transl Immunology       Date:  2013-04-12

8.  Early lineage segregation of multipotent embryonic mammary gland progenitors.

Authors:  Aline Wuidart; Alejandro Sifrim; Marco Fioramonti; Shigeru Matsumura; Audrey Brisebarre; Daniel Brown; Alessia Centonze; Anne Dannau; Christine Dubois; Alexandra Van Keymeulen; Thierry Voet; Cédric Blanpain
Journal:  Nat Cell Biol       Date:  2018-05-21       Impact factor: 28.824

9.  Mammary epithelial cells undergo secretory differentiation in cycling virgins but require pregnancy for the establishment of terminal differentiation.

Authors:  G W Robinson; R A McKnight; G H Smith; L Hennighausen
Journal:  Development       Date:  1995-07       Impact factor: 6.868

10.  Transfer and Integration of Breast Milk Stem Cells to the Brain of Suckling Pups.

Authors:  Mehmet Şerif Aydın; Esra Nur Yiğit; Emre Vatandaşlar; Ender Erdoğan; Gürkan Öztürk
Journal:  Sci Rep       Date:  2018-09-24       Impact factor: 4.379

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  15 in total

1.  The Effect of Infant Gastric Digestion on Human Maternal Milk Cells.

Authors:  Rose Doerfler; Jilian R Melamed; Kathryn A Whitehead
Journal:  Mol Nutr Food Res       Date:  2022-08-31       Impact factor: 6.575

Review 2.  Hormonal regulation of mammary gland development and lactation.

Authors:  Fadil M Hannan; Taha Elajnaf; Laura N Vandenberg; Stephen H Kennedy; Rajesh V Thakker
Journal:  Nat Rev Endocrinol       Date:  2022-10-03       Impact factor: 47.564

3.  Molecular alterations in human milk in simulated maternal nasal mucosal infection with live attenuated influenza vaccination.

Authors:  Pia S Pannaraj; André Guilherme da Costa-Martins; Chiara Cerini; Fan Li; Sook-San Wong; Youvika Singh; Alysson H Urbanski; Patrícia Gonzalez-Dias; Juliana Yang; Richard J Webby; Helder I Nakaya; Grace M Aldrovandi
Journal:  Mucosal Immunol       Date:  2022-06-23       Impact factor: 8.701

4.  Profiling of mature-stage human breast milk cells identifies six unique lactocyte subpopulations.

Authors:  John P Gleeson; Namit Chaudhary; Katherine C Fein; Rose Doerfler; Patricia Hredzak-Showalter; Kathryn A Whitehead
Journal:  Sci Adv       Date:  2022-06-29       Impact factor: 14.957

5.  Transcriptional changes in the mammary gland during lactation revealed by single cell sequencing of cells from human milk.

Authors:  Alecia-Jane Twigger; Lisa K Engelbrecht; Karsten Bach; Isabel Schultz-Pernice; Sara Pensa; Jack Stenning; Stefania Petricca; Christina H Scheel; Walid T Khaled
Journal:  Nat Commun       Date:  2022-01-28       Impact factor: 17.694

Review 6.  Mammary gland development from a single cell 'omics view.

Authors:  Alecia-Jane Twigger; Walid T Khaled
Journal:  Semin Cell Dev Biol       Date:  2021-03-31       Impact factor: 7.727

7.  Unraveling the Breast: Advances in Mammary Biology and Cancer Methods.

Authors:  Teresa Monkkonen; Gunnhildur Ásta Traustadóttir; Zuzana Koledova
Journal:  J Mammary Gland Biol Neoplasia       Date:  2021-01-21       Impact factor: 2.698

Review 8.  Resolving Human Lactation Heterogeneity Using Single Milk-Derived Cells, a Resource at the Ready.

Authors:  Jayne F Martin Carli; G Devon Trahan; Michael C Rudolph
Journal:  J Mammary Gland Biol Neoplasia       Date:  2021-06-07       Impact factor: 2.698

9.  Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells.

Authors:  Doreen Becker; Rosemarie Weikard; Frieder Hadlich; Christa Kühn
Journal:  Sci Data       Date:  2021-07-15       Impact factor: 6.444

Review 10.  A Comparative Review of the Cell Biology, Biochemistry, and Genetics of Lactose Synthesis.

Authors:  Anna Sadovnikova; Sergio C Garcia; Russell C Hovey
Journal:  J Mammary Gland Biol Neoplasia       Date:  2021-06-14       Impact factor: 2.673

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