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Peng S, Hebert LL, Eschbacher JM, Kim S. Single-Cell RNA Sequencing of a Postmenopausal Normal Breast Tissue Identifies Multiple Cell Types That Contribute to Breast Cancer. Cancers (Basel) 2020; 12:cancers12123639. [PMID: 33291647 PMCID: PMC7761899 DOI: 10.3390/cancers12123639] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 11/27/2020] [Accepted: 12/02/2020] [Indexed: 12/26/2022] Open
Abstract
Simple Summary The human body is composed of multiple cell types that form structures and carry out the functions of specific tissues. The human breast is mainly known for the milk ducts organized by epithelial cells, but also contains many other cell types of little-known identity. In this study, we employed the single-cell sequencing technology to ascertain the various cell types present in the normal breast. The results showed 10 distinct cell types that included three epithelial and other novel cell types. The gene signatures of five cell types (three epithelial, one fibroblast subset, and immune cells) matched to the gene expression profiles of >85% breast tumors cataloged in The Cancer Gene Atlas dataset, suggesting their significant contribution to breast cancer. These findings provide a framework for the better mapping of the cellular composition in the breast and its relationship to breast disease. Abstract The human breast is composed of diverse cell types. Studies have delineated mammary epithelial cells, but the other cell types in the breast have scarcely been characterized. In order to gain insight into the cellular composition of the tissue, we performed droplet-mediated RNA sequencing of 3193 single cells isolated from a postmenopausal breast tissue without enriching for epithelial cells. Unbiased clustering analysis identified 10 distinct cell clusters, seven of which were nonepithelial devoid of cytokeratin expression. The remaining three cell clusters expressed cytokeratins (CKs), representing breast epithelial cells; Cluster 2 and Cluster 7 cells expressed luminal and basal CKs, respectively, whereas Cluster 9 cells expressed both luminal and basal CKs, as well as other CKs of unknown specificity. To assess which cell type(s) potentially contributes to breast cancer, we used the differential gene expression signature of each cell cluster to derive gene set variation analysis (GSVA) scores and classified breast tumors in The Cancer Gene Atlas (TGGA) dataset (n = 1100) by assigning the highest GSVA scoring cell cluster number for each tumor. The results showed that five clusters (Clusters 2, 3, 7, 8, and 9) could categorize >85% of breast tumors collectively. Notably, Cluster 2 (luminal epithelial) and Cluster 3 (fibroblast) tumors were equally prevalent in the luminal breast cancer subtypes, whereas Cluster 7 (basal epithelial) and Cluster 9 (other epithelial) tumors were present primarily in the triple-negative breast cancer (TNBC) subtype. Cluster 8 (immune) tumors were present in all subtypes, indicating that immune cells may contribute to breast cancer regardless of the subtypes. Cluster 9 tumors were significantly associated with poor patient survival in TNBC, suggesting that this epithelial cell type may give rise to an aggressive TNBC subset.
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Affiliation(s)
- Sen Peng
- Cancer and Cell Biology Division, Translational Genomics Research Institute, Phoenix, AZ 85004, USA;
| | - Lora L. Hebert
- Department of Surgery, St. Joseph’s Hospital, Dignity Health, Phoenix, AZ 85013, USA; (L.L.H.); (J.M.E.)
- Surgical Breast Oncology Division, University of Arizona Cancer Center-Phoenix, Phoenix, AZ 85004, USA
| | - Jennifer M. Eschbacher
- Department of Surgery, St. Joseph’s Hospital, Dignity Health, Phoenix, AZ 85013, USA; (L.L.H.); (J.M.E.)
- Department of Neuropathology, Barrow Neurological Institute, Dignity Health, Phoenix, AZ 85013, USA
| | - Suwon Kim
- Cancer and Cell Biology Division, Translational Genomics Research Institute, Phoenix, AZ 85004, USA;
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85004, USA
- Correspondence: ; Tel.: +1-602-343-8762
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Luo J, Liang MM, Yang XG, Xu HY, Shi DS, Lu SS. Establishment and biological characteristics comparison of Chinese swamp buffalo (Bubalus bubalis) fibroblast cell lines. In Vitro Cell Dev Biol Anim 2013; 50:7-15. [PMID: 23990385 DOI: 10.1007/s11626-013-9677-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2013] [Accepted: 07/25/2013] [Indexed: 11/24/2022]
Abstract
To establish fibroblast cell lines from different tissues and to compare the biological characteristics of those cell lines, five fibroblast cell lines derived from Chinese swamp buffalo (Bubalus bubalis) were selected for comparative assays. Cell style and survival rate (before cryogenic preservation and after recovery) were tested, and karyotype, patterns of isoenzymes of lactic dehydrogenase, malic dehydrogenase, and cell cycle were analyzed. These cell lines had a healthy morphology with a typical spindle shape, and assessment of cell style showed these cells to be very pure fibroblasts. Cell growth curves showed a typical "S" shape. Results of microorganism contamination assays were negative, and isoenzyme analysis showed no cross-contamination. The number of chromosomes (2n) of swamp buffalo is 48. Between 28% and 46% of the cells were 2n, and cell apoptosis was not pronounced at 20th generation. Results showed that skin fibroblasts were more adaptable to tissue culture conditions than the ones from kidneys and ear margin, and they are more suitable for cellular manipulation in Chinese swamp buffalo.
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Affiliation(s)
- Jun Luo
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi University, Nanning, Guangxi, 530004, China
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Abstract
Mucins are high molecular weight glycoproteins with complex oligosaccharide side chains attached to the apomucin protein backbone byO-glycosidic linkage; they are found in crude mucus gels that protect epithelial surfaces in the major tracts of the body and as transmembrane proteins expressed on the apical cell surface of glandular and ductal epithelia of various organs. Changes in the sequence of glycosylation of mucins in different settings generate a variety of epitopes in the oligosaccharide side chains of mucins, including newly expressed blood-group antigens, distinguishing between normal and diseased states. Tumour-associated epitopes on mucins and their antigenicity make them suitable as immunotargets on malignant epithelial cells and their secretions, creating a surge of interest in mucins as diagnostic and prognostic markers for various diseases, and even influencing the design of mucin-based vaccines. This review discusses the emerging roles of mucins such as MUC1 and MUC4 in cancer and some other diseases, and stresses how underglycosylated and truncated mucins are exploited as markers of disease and to monitor widespread metastasis, making them useful in patient management. Furthermore the type, pattern and amount of mucin secreted in some tissues have been considered in the classification and terminology of neoplasia and in specific organs such as the pancreas. These factors have been instrumental in pathological classification, diagnosis and prognostication of neoplasia.
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Boecker W, Buerger H. Evidence of progenitor cells of glandular and myoepithelial cell lineages in the human adult female breast epithelium: a new progenitor (adult stem) cell concept. Cell Prolif 2003; 36 Suppl 1:73-84. [PMID: 14521517 PMCID: PMC6495658 DOI: 10.1046/j.1365-2184.36.s.1.7.x] [Citation(s) in RCA: 112] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2003] [Accepted: 05/22/2003] [Indexed: 11/20/2022] Open
Abstract
Although experimental data clearly confirm the existence of self-renewing mammary stem cells, the characteristics of such progenitor cells have never been satisfactorily defined. Using a double immunofluorescence technique for simultaneous detection of the basal cytokeratin 5, the glandular cytokeratins 8/18 and the myoepithelial differentiation marker smooth muscle actin (SMA), we were able to demonstrate the presence of CK5+ cells in human adult breast epithelium. These cells have the potential to differentiate to either glandular (CK8/18+) or myoepithelial cells (SMA+) through intermediary cells (CK5+ and CK8/18+ or SMA+). We therefore proceeded on the assumption that the CK5+ cells are phenotypically and behaviourally progenitor (committed adult stem) cells of human breast epithelium. Furthermore, we furnish evidence that most of these progenitor cells are located in the luminal epithelium of the ductal lobular tree. Based on data obtained in extensive analyses of proliferative breast disease lesions, we have come to regard usual ductal hyperplasia as a progenitor cell-derived lesion, whereas most breast cancers seem to evolve from differentiated glandular cells. Double immunofluorescence experiments provide a new tool to characterize phenotypically progenitor (adult stem) cells and their progenies. This model has been shown to be of great value for a better understanding not only of normal tissue regeneration but also of proliferative breast disease. Furthermore, this model provides a new tool for unravelling further the regulatory mechanisms that govern normal and pathological cell growth.
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Affiliation(s)
- Werner Boecker
- Gerhard-Domagk Institute of Pathology, University of Münster, Domagkstr 17, D-48149 Münster, Germany.
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Sheffield LG, Gavinski JJ. Proteomics Methods for Probing Molecular Mechanisms in Signal Transduction. J Dairy Sci 2003. [DOI: 10.3168/jds.s0022-0302(03)74044-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Sheffield LG, Gavinski JJ. Proteomics methods for probing molecular mechanisms in signal transduction1. J Anim Sci 2003; 81 Suppl 3:48-57. [PMID: 15000406 DOI: 10.2527/2003.81suppl_348x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
mRNA splicing and various posttranslational modifications to proteins result in a larger number of proteins than genes. Assessing the dynamic nature of this proteome is the challenge of modern proteomics. Recent advances in high throughput methods greatly facilitate the analysis of proteins involved in signal transduction, their production, posttranslational modifications and interactions. Highly reproducible two dimensional polyacrylamide gel electrophoresis (2D-PAGE) methods, coupled with matrix assisted laser desorption-time of flight-mass spectrometry (MALDI-TOF-MS) allow rapid separation and identification of proteins. These methods, alone or in conjunction with other techniques such as immunoprecipitation, allow identification of various critical posttranslational modifications, such as phosphorylation. High throughput identification of important protein-protein interactions is accomplished by yeast two hybrid approaches. In vitro and in vivo pulldown assays, coupled with MALDI-TOF-MS, provide an important alternative to two hybrid approaches. Emerging advances in production of protein-based arrays promise to further increase throughput of proteomics-based approaches to signal transduction.
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Affiliation(s)
- L G Sheffield
- Department of Dairy Science, University of Wisconsin, Madison 53706, USA.
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Boecker W, Moll R, Dervan P, Buerger H, Poremba C, Diallo RI, Herbst H, Schmidt A, Lerch MM, Buchwalow IB. Usual ductal hyperplasia of the breast is a committed stem (progenitor) cell lesion distinct from atypical ductal hyperplasia and ductal carcinoma in situ. J Pathol 2002; 198:458-67. [PMID: 12434415 DOI: 10.1002/path.1241] [Citation(s) in RCA: 125] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Current classification systems in proliferative mammary gland pathology are based on a two-cell system, recognizing only glandular and myoepithelial lines of differentiation. A third cell type has recently been characterized in normal breast tissue by double-immunofluorescence analysis to express cytokeratin 5 (Ck5) only. These cells were shown to represent progenitor or adult stem cells that give rise to the glandular and myoepithelial cell lineage. The double-labelling technique has been applied to characterize a spectrum of intraductal epithelial proliferations, namely benign usual ductal hyperplasia, atypical ductal hyperplasia, and ductal carcinoma in situ, all of which are thought to represent the gradual steps of a sequence in the development of breast cancer. Immunofluorescence studies with specific antibodies against Ck5, Ck8/18/19, and smooth muscle actin were complemented by western blotting analysis of Ck5 and Ck8/18/19 expression in normal breast tissue and in proliferative lesions. Usual ductal hyperplasia appears to be a Ck5-positive committed stem (progenitor) cell lesion with the same differentiation potential as seen in the normal breast. This is in sharp contrast to atypical ductal hyperplasia/ductal carcinoma in situ, which display the differentiated glandular immunophenotype (Ck8/18/19-positive, but Ck5-negative). These data require the abandonment of the idea of an obligate biological continuum of intraductal proliferations from benign to malignant. This study provides evidence that cells undergoing malignant transformation tend to be fairly advanced in the glandular lineage of differentiation. The committed stem (progenitor) cell model may contribute to a better understanding of both benign proliferative breast disease and breast cancer development.
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Affiliation(s)
- Werner Boecker
- Gerhard-Domagk-Institute of Pathology, University of Münster, Domagkstr. 17, D-48149 Münster, Germany.
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Bianco C, Adkins HB, Wechselberger C, Seno M, Normanno N, De Luca A, Sun Y, Khan N, Kenney N, Ebert A, Williams KP, Sanicola M, Salomon DS. Cripto-1 activates nodal- and ALK4-dependent and -independent signaling pathways in mammary epithelial Cells. Mol Cell Biol 2002; 22:2586-97. [PMID: 11909953 PMCID: PMC133714 DOI: 10.1128/mcb.22.8.2586-2597.2002] [Citation(s) in RCA: 113] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Cripto-1 (CR-1), an epidermal growth factor-CFC (EGF-CFC) family member, has a demonstrated role in embryogenesis and mammary gland development and is overexpressed in several human tumors. Recently, EGF-CFC proteins were implicated as essential signaling cofactors for Nodal, a transforming growth factor beta family member whose expression has previously been defined as embryo specific. To identify a receptor for CR-1, a human brain cDNA phage display library was screened using CR-1 protein as bait. Phage inserts with identity to ALK4, a type I serine/threonine kinase receptor for Activin, were identified. CR-1 binds to cell surface ALK4 expressed on mammalian epithelial cells in fluorescence-activated cell sorter analysis, as well as by coimmunoprecipitation. Nodal is coexpressed with mouse Cr-1 in the mammary gland, and CR-1 can phosphorylate the transcription factor Smad-2 in EpH-4 mammary epithelial cells only in the presence of Nodal and ALK4. In contrast, CR-1 stimulation of mitogen-activated protein kinase and AKT in these cells is independent of Nodal and ALK4, suggesting that CR-1 may modulate different signaling pathways to mediate its different functional roles.
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Affiliation(s)
- Caterina Bianco
- Tumor Growth Factor Section, Basic Research Laboratory, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
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Möbus VJ, Moll R, Gerharz CD, Kieback DG, Merk O, Runnebaum IB, Linner S, Dreher L, Grill HJ, Kreienberg R. Differential characteristics of two new tumorigenic cell lines of human breast carcinoma origin. Int J Cancer 1998; 77:415-23. [PMID: 9663605 DOI: 10.1002/(sici)1097-0215(19980729)77:3<415::aid-ijc18>3.0.co;2-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Permanent human tumor cell lines are an important tool for the study of breast cancer. Two new breast cancer cell lines (BrCa-MZ-01 and BrCa-MZ-02) were isolated from a solid tumor and a pleural effusion, respectively. One cell line was established from a medullary carcinoma, the other from a ductal carcinoma. These cells exhibit ultrastructural and immunohistochemical features of epithelial cells of mammary origin. Intermediate filament and cytokeratin typing showed a clear predominance of the simple-epithelial cytokeratins CK 8, CK 18 and CK 19, although the expression was reduced in comparison to the hormone receptor-positive reference cell lines MCF-7 and ZR-75-1. Both cell lines produced slow-growing tumors after subcutaneous (s.c.) transplantation of 1 x 10(7) viable tumor cells into nude mice. The cell line BrCa-MZ-01 expresses the estrogen and progesterone receptor, whereas the cell line BrCa-MZ-02 remains negative. Both cell lines are positive for secretion of platelet-derived growth factor (PDGF) and transforming growth factor-beta (TGF-beta), whereas interleukin-6 (IL-6) is only secreted by the cell line BrCa-MZ-02.
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MESH Headings
- Aged
- Aged, 80 and over
- Animals
- Breast/pathology
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Breast Neoplasms/ultrastructure
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/ultrastructure
- Carcinoma, Medullary/genetics
- Carcinoma, Medullary/pathology
- Carcinoma, Medullary/ultrastructure
- Cell Division
- Cell Line
- Epithelial Cells/pathology
- Female
- Humans
- Immunohistochemistry
- Interleukin-6/analysis
- Interleukin-6/biosynthesis
- Intermediate Filament Proteins/analysis
- Intermediate Filament Proteins/biosynthesis
- Keratins/analysis
- Keratins/biosynthesis
- Mice
- Mice, Nude
- Platelet-Derived Growth Factor/analysis
- Platelet-Derived Growth Factor/biosynthesis
- Receptors, Estrogen/analysis
- Receptors, Progesterone/analysis
- Transforming Growth Factor beta/analysis
- Transforming Growth Factor beta/biosynthesis
- Transplantation, Heterologous
- Tumor Cells, Cultured
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Affiliation(s)
- V J Möbus
- Department of Obstetrics and Gynecology, University of Ulm, Germany
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