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1.
J Mammary Gland Biol Neoplasia ; 26(1): 3-8, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-34097179

RESUMO

Single cell RNA sequencing (scRNAseq) of human milk-derived cells (HMDCs) makes highly detailed analyses of the biology of human lactation possible. We explore this powerful application as an exciting tool to inspect the cellular composition of human milk. We point out some important challenges unique to this approach and highlight the importance of collaborations between biologists and well-trained bioinformaticians to utilize these data to their maximum potential. We extend this focus by discussing the first two such studies that describe HMDCs via scRNAseq and a variety of important questions in the field that warrant attention through further research. The stage is set to apply scRNAseq in human lactation biology, potentially leading to new insights regarding the molecular and cellular diversity of human secretory mammary epithelial cells.


Assuntos
Células Epiteliais/fisiologia , Lactação/fisiologia , Glândulas Mamárias Humanas/fisiologia , Leite Humano/citologia , Análise de Sequência de RNA , Análise de Célula Única/métodos , Biologia Computacional/métodos , Feminino , Humanos , Glândulas Mamárias Humanas/citologia , Leite Humano/metabolismo , Projetos de Pesquisa
2.
Elife ; 102021 05 19.
Artigo em Inglês | MEDLINE | ID: mdl-34009125

RESUMO

Embryonic taste bud primordia are specified as taste placodes on the tongue surface and differentiate into the first taste receptor cells (TRCs) at birth. Throughout adult life, TRCs are continually regenerated from epithelial progenitors. Sonic hedgehog (SHH) signaling regulates TRC development and renewal, repressing taste fate embryonically, but promoting TRC differentiation in adults. Here, using mouse models, we show TRC renewal initiates at birth and coincides with onset of SHHs pro-taste function. Using transcriptional profiling to explore molecular regulators of renewal, we identified Foxa1 and Foxa2 as potential SHH target genes in lingual progenitors at birth and show that SHH overexpression in vivo alters FoxA1 and FoxA2 expression relevant to taste buds. We further bioinformatically identify genes relevant to cell adhesion and cell locomotion likely regulated by FOXA1;FOXA2 and show that expression of these candidates is also altered by forced SHH expression. We present a new model where SHH promotes TRC differentiation by regulating changes in epithelial cell adhesion and migration.


Assuntos
Diferenciação Celular , Autorrenovação Celular , Células Epiteliais/metabolismo , Proteínas Hedgehog/metabolismo , Células-Tronco/metabolismo , Papilas Gustativas/metabolismo , Animais , Animais Recém-Nascidos , Adesão Celular , Linhagem da Célula , Movimento Celular , Feminino , Regulação da Expressão Gênica no Desenvolvimento , Proteínas Hedgehog/genética , Fator 3-alfa Nuclear de Hepatócito/genética , Fator 3-alfa Nuclear de Hepatócito/metabolismo , Fator 3-beta Nuclear de Hepatócito/genética , Fator 3-beta Nuclear de Hepatócito/metabolismo , Queratina-14/genética , Queratina-14/metabolismo , Masculino , Transdução de Sinais , Paladar , Papilas Gustativas/citologia , Transcriptoma
3.
Mol Cancer Ther ; 20(6): 1062-1071, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33722849

RESUMO

Triple-negative breast cancer (TNBC) is an aggressive subtype, with a peak recurrence rate within the first few years after diagnosis. Few targeted therapies are available to treat this breast cancer subtype, defined by the lack of estrogen receptor (ER) and progesterone receptor and without amplification of human epidermal growth factor receptor 2 (HER2). Although cell cycle cyclin-dependent kinase (CDK) 4/6 inhibitors are approved for treatment of ER-positive (ER+) breast cancer, they have not proven effective as monotherapy in patients with TNBC. The androgen receptor (AR) has emerged as a therapeutic target in a subset of TNBCs and with significant clinical benefit observed in multiple trials. The purpose of this study was to investigate the preclinical activity of the CDK4/6 inhibitor, abemaciclib, in combination with an agent that targets both androgen biosynthesis and AR activity, seviteronel, using TNBC cell lines expressing high AR, cell line xenografts, and an AR-positive (AR+), androgen-responsive TNBC patient-derived xenograft (PDX). Single-cell RNA sequencing demonstrated heterogeneity in AR levels, even in a highly AR+ cell line, and identified cell cycle pathway activation in ARHigh- versus ARLow-expressing cells. Combination treatment with the cell cycle CDK4/6 inhibitor, abemaciclib, and seviteronel showed synergy in an AR+ TNBC model compared with each drug alone. Although cell cycle inhibitors are FDA approved for use in ER+ breast cancer, our studies suggest that they may also be effective in AR+ TNBC, perhaps combined with AR-targeted agents.


Assuntos
Antagonistas de Receptores de Andrógenos/uso terapêutico , Ciclo Celular/efeitos dos fármacos , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Antagonistas de Receptores de Andrógenos/farmacologia , Animais , Modelos Animais de Doenças , Humanos , Camundongos
4.
J Mammary Gland Biol Neoplasia ; 25(4): 367-387, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33216249

RESUMO

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.


Assuntos
Biologia Computacional/métodos , Diabetes Gestacional/metabolismo , Lactação/fisiologia , Glândulas Mamárias Humanas/metabolismo , Leite Humano/citologia , Adulto , Diabetes Gestacional/dietoterapia , Células Epiteliais/metabolismo , Feminino , Citometria de Fluxo , Humanos , Glândulas Mamárias Humanas/citologia , Período Pós-Parto/metabolismo , Gravidez , RNA-Seq/métodos , Ensaios Clínicos Controlados Aleatórios como Assunto , Análise de Célula Única , Células-Tronco/metabolismo
5.
Stem Cell Reports ; 14(2): 285-299, 2020 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-31951812

RESUMO

The Mixed Lineage Leukemia (MLL1, KMT2A) gene is critical for development and maintenance of hematopoietic stem cells (HSCs), however, whether this protein is limiting for HSC development is unknown due to lack of physiologic model systems. Here, we develop an MLL1-inducible embryonic stem cell (ESC) system and show that induction of wild-type MLL1 during ESC differentiation selectively increases hematopoietic potential from a transitional c-Kit+/Cd41+ population in the embryoid body and also at sites of hematopoiesis in embryos. Single-cell sequencing analysis illustrates inherent heterogeneity of the c-Kit+/Cd41+ population and demonstrates that MLL1 induction shifts its composition toward multilineage hematopoietic identities. Surprisingly, this does not occur through increasing Hox or other canonical MLL1 targets but through an enhanced Rac/Rho/integrin signaling state, which increases responsiveness to Vla4 ligands and enhances hematopoietic commitment. Together, our data implicate a Rac/Rho/integrin signaling axis in the endothelial to hematopoietic transition and demonstrate that MLL1 actives this axis.


Assuntos
Hematopoese , Histona-Lisina N-Metiltransferase/metabolismo , Integrinas/metabolismo , Células-Tronco Embrionárias Murinas/metabolismo , Proteína de Leucina Linfoide-Mieloide/metabolismo , Transdução de Sinais , Proteínas rac de Ligação ao GTP/metabolismo , Proteínas rho de Ligação ao GTP/metabolismo , Animais , Biomarcadores/metabolismo , Adesão Celular , Diferenciação Celular , Ensaio de Unidades Formadoras de Colônias , Corpos Embrioides/citologia , Células-Tronco Hematopoéticas/citologia , Células-Tronco Hematopoéticas/metabolismo , Humanos , Mesoderma/citologia , Camundongos
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