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Shah S, Osuala KO, Brock EJ, Ji K, Sloane BF, Mattingly RR. Three-Dimensional Models: Biomimetic Tools That Recapitulate Breast Tissue Architecture and Microenvironment to Study Ductal Carcinoma In Situ Transition to Invasive Ductal Breast Cancer. Cells 2025; 14:220. [PMID: 39937011 PMCID: PMC11817749 DOI: 10.3390/cells14030220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 01/30/2025] [Accepted: 01/31/2025] [Indexed: 02/13/2025] Open
Abstract
Diagnosis of ductal carcinoma in situ (DCIS) presents a challenge as we cannot yet distinguish between those lesions that remain dormant from cases that may progress to invasive ductal breast cancer (IDC) and require therapeutic intervention. Our overall interest is to develop biomimetic three-dimensional (3D) models that more accurately recapitulate the structure and characteristics of pre-invasive breast cancer in order to study the underlying mechanisms driving malignant progression. These models allow us to mimic the microenvironment to investigate many aspects of mammary cell biology, including the role of the extracellular matrix (ECM), the interaction between carcinoma-associated fibroblasts (CAFs) and epithelial cells, and the dynamics of cytoskeletal reorganization. In this review article, we outline the significance of 3D culture models as reliable pre-clinical tools that mimic the in vivo tumor microenvironment and facilitate the study of DCIS lesions as they progress to invasive breast cancer. We also discuss the role of CAFs and other stromal cells in DCIS transition as well as the clinical significance of emerging technologies like tumor-on-chip and co-culture models.
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Affiliation(s)
- Seema Shah
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48201, USA; (S.S.); (E.J.B.)
| | | | - Ethan J. Brock
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48201, USA; (S.S.); (E.J.B.)
| | - Kyungmin Ji
- Department of Neurology, Henry Ford Health, Detroit, MI 48202, USA
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Bonnie F. Sloane
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48201, USA; (S.S.); (E.J.B.)
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Raymond R. Mattingly
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI 48201, USA
- Department of Pharmacology and Toxicology, Brody School of Medicine, East Carolina University, Greenville, NC 27834, USA
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Sakai SA, Nomura R, Nagasawa S, Chi S, Suzuki A, Suzuki Y, Imai M, Nakamura Y, Yoshino T, Ishikawa S, Tsuchihara K, Kageyama SI, Yamashita R. SpatialKNifeY (SKNY): Extending from spatial domain to surrounding area to identify microenvironment features with single-cell spatial omics data. PLoS Comput Biol 2025; 21:e1012854. [PMID: 39965034 PMCID: PMC11849985 DOI: 10.1371/journal.pcbi.1012854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 02/24/2025] [Accepted: 02/03/2025] [Indexed: 02/20/2025] Open
Abstract
Single-cell spatial omics analysis requires consideration of biological functions and mechanisms in a microenvironment. However, microenvironment analysis using bioinformatic methods is limited by the need to detect histological morphology and extend it to the surrounding area. In this study, we developed SpatialKNifeY (SKNY), an image-processing-based toolkit that detects spatial domains that potentially reflect histology and extends these domains to the microenvironment. Using spatial transcriptomic data from breast cancer, we applied the SKNY algorithm to identify tumor spatial domains, followed by clustering of the domains, trajectory estimation, and spatial extension to the tumor microenvironment (TME). The results of the trajectory estimation were consistent with the known mechanisms of cancer progression. We observed tumor vascularization and immunodeficiency at mid- and late-stage progression in TME. Furthermore, we applied the SKNY to integrate and cluster the spatial domains of 14 patients with metastatic colorectal cancer, and the clusters were divided based on the TME characteristics. In conclusion, the SKNY facilitates the determination of the functions and mechanisms in the microenvironment and cataloguing of the features.
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Affiliation(s)
- Shunsuke A. Sakai
- Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
- Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
- Department of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | - Ryosuke Nomura
- Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Satoi Nagasawa
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
- Department of Breast Surgery, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | - SungGi Chi
- Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
| | - Ayako Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Mitsuho Imai
- Translational Research Support Office, National Cancer Center Hospital East, Chiba, Japan
- Department of Genetic Medicine and Services, National Cancer Center Hospital East, Chiba, Japan
| | - Yoshiaki Nakamura
- Translational Research Support Office, National Cancer Center Hospital East, Chiba, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Takayuki Yoshino
- Translational Research Support Office, National Cancer Center Hospital East, Chiba, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Shumpei Ishikawa
- Department of Preventive Medicine, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
- Division of Pathology, National Cancer Center Exploratory Oncology Research & Clinical Trial Center, Kashiwa, Chiba, Japan
| | - Katsuya Tsuchihara
- Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
- Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Shun-Ichiro Kageyama
- Department of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
- Division of Radiation Oncology and Particle Therapy, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
| | - Riu Yamashita
- Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
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Hulahan TS, Angel PM. From ductal carcinoma in situ to invasive breast cancer: the prognostic value of the extracellular microenvironment. J Exp Clin Cancer Res 2024; 43:329. [PMID: 39716322 DOI: 10.1186/s13046-024-03236-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 11/19/2024] [Indexed: 12/25/2024] Open
Abstract
Ductal carcinoma in situ (DCIS) is a noninvasive breast disease that variably progresses to invasive breast cancer (IBC). Given the unpredictability of this progression, most DCIS patients are aggressively managed similar to IBC patients. Undoubtedly, this treatment paradigm places many DCIS patients at risk of overtreatment and its significant consequences. Historically, prognostic modeling has included the assessment of clinicopathological features and genomic markers. Although these provide valuable insights into tumor biology, they remain insufficient to predict which DCIS patients will progress to IBC. Contemporary work has begun to focus on the microenvironment surrounding the ductal cells for molecular patterns that might predict progression. In this review, extracellular microenvironment alterations occurring with the malignant transformation from DCIS to IBC are detailed. Not only do changes in collagen abundance, organization, and localization mediate the transition to IBC, but also the discrete post-translational regulation of collagen fibers is understood to promote invasion. Other extracellular matrix proteins, such as matrix metalloproteases, decorin, and tenascin C, have been characterized for their role in invasive transformation and further demonstrate the prognostic value of the extracellular matrix. Importantly, these extracellular matrix proteins influence immune cells and fibroblasts toward pro-tumorigenic phenotypes. Thus, the progressive changes in the extracellular microenvironment play a key role in invasion and provide promise for prognostic development.
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Affiliation(s)
- Taylor S Hulahan
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA
| | - Peggi M Angel
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA.
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Sayaman RW, Miyano M, Carlson EG, Senapati P, Zirbes A, Shalabi SF, Todhunter ME, Seewaldt VE, Neuhausen SL, Stampfer MR, Schones DE, LaBarge MA. Luminal epithelial cells integrate variable responses to aging into stereotypical changes that underlie breast cancer susceptibility. eLife 2024; 13:e95720. [PMID: 39545637 PMCID: PMC11723586 DOI: 10.7554/elife.95720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 11/08/2024] [Indexed: 11/17/2024] Open
Abstract
Effects from aging in single cells are heterogenous, whereas at the organ- and tissue-levels aging phenotypes tend to appear as stereotypical changes. The mammary epithelium is a bilayer of two major phenotypically and functionally distinct cell lineages: luminal epithelial and myoepithelial cells. Mammary luminal epithelia exhibit substantial stereotypical changes with age that merit attention because these cells are the putative cells-of-origin for breast cancers. We hypothesize that effects from aging that impinge upon maintenance of lineage fidelity increase susceptibility to cancer initiation. We generated and analyzed transcriptomes from primary luminal epithelial and myoepithelial cells from younger <30 (y)ears old and older >55 y women. In addition to age-dependent directional changes in gene expression, we observed increased transcriptional variance with age that contributed to genome-wide loss of lineage fidelity. Age-dependent variant responses were common to both lineages, whereas directional changes were almost exclusively detected in luminal epithelia and involved altered regulation of chromatin and genome organizers such as SATB1. Epithelial expression variance of gap junction protein GJB6 increased with age, and modulation of GJB6 expression in heterochronous co-cultures revealed that it provided a communication conduit from myoepithelial cells that drove directional change in luminal cells. Age-dependent luminal transcriptomes comprised a prominent signal that could be detected in bulk tissue during aging and transition into cancers. A machine learning classifier based on luminal-specific aging distinguished normal from cancer tissue and was highly predictive of breast cancer subtype. We speculate that luminal epithelia are the ultimate site of integration of the variant responses to aging in their surrounding tissue, and that their emergent phenotype both endows cells with the ability to become cancer-cells-of-origin and represents a biosensor that presages cancer susceptibility.
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Affiliation(s)
- Rosalyn W Sayaman
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Center for Cancer and Aging, Beckman Research InstituteDuarteUnited States
- City of Hope, Cancer Metabolism Training Program, Beckman Research InstituteDuarteUnited States
- Lawrence Berkeley National Lab, Biological Sciences and EngineeringBerkeleyUnited States
| | - Masaru Miyano
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Center for Cancer and Aging, Beckman Research InstituteDuarteUnited States
| | - Eric G Carlson
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Irell and Manella Graduate School of Biological SciencesDuarteUnited States
| | - Parijat Senapati
- City of Hope, Department of Diabetes Complications and Metabolism, Beckman Research InstituteDuarteUnited States
| | - Arrianna Zirbes
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Irell and Manella Graduate School of Biological SciencesDuarteUnited States
| | - Sundus F Shalabi
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Irell and Manella Graduate School of Biological SciencesDuarteUnited States
| | - Michael E Todhunter
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Center for Cancer and Aging, Beckman Research InstituteDuarteUnited States
| | - Victoria E Seewaldt
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
| | - Susan L Neuhausen
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
| | - Martha R Stampfer
- Lawrence Berkeley National Lab, Biological Sciences and EngineeringBerkeleyUnited States
| | - Dustin E Schones
- City of Hope, Department of Diabetes Complications and Metabolism, Beckman Research InstituteDuarteUnited States
| | - Mark A LaBarge
- City of Hope, Department of Population Sciences, Beckman Research InstituteDuarteUnited States
- City of Hope, Center for Cancer and Aging, Beckman Research InstituteDuarteUnited States
- Center for Cancer Biomarkers Research, University of BergenBergenNorway
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Li A, Ruan M, Fei X, Xu H, Deng S, Bi R, Yang W, Dong L. Altered cytokeratin 5 expression in breast lobular myoepithelial cells. J Clin Pathol 2024; 77:536-543. [PMID: 37116947 DOI: 10.1136/jcp-2023-208835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 04/11/2023] [Indexed: 04/30/2023]
Abstract
AIMS Cytokeratin 5 (CK5) is a surrogate maker of progenitor cells and early glandular and myoepithelial cells (MECs) in the breast, and CK5 expression in breast MECs varies from ducts to lobules, and from normal to diseased tissue. However, the mechanisms underlying immunophenotypic alterations of CK5 expression in MECs remain unclear. METHODS CK5 expression in MECs of 20 normal breast samples, 58 ductal carcinoma in situ (DCIS; including 21 DCIS with extensive lobular involvement), 11 atypical ductal hyperplasia (ADH), 18 non-invasive lobular neoplasia consisting of 11 atypical lobular hyperplasia (ALH) and 7 lobular carcinoma in situ (LCIS), 20 cystic lobules and 10 usual ductal hyperplasia (UDH) involving lobules were observed to evaluate the effects of contact with benign hyperplastic or cancerous luminal cells and pressure of dilated glands on CK5 expression. RESULTS CK5 expression in normal ductal MECs was exclusively positive, whereas most normal lobular MECs were negative. In DCIS, cancerous ducts were primarily surrounded by CK5-positive MECs (91.0%), as were lobular acini involved by DCIS (89.2%), while the remaining normal acini maintained CK5-negative. CK5-positive MECs were found in 57.5% of acini in ALH and were more prevalent in LCIS (70.7%). CK5 expression was occasionally positive in both cystic lobules (16.7%) and lobules involved by UDH (14.3%), while an increase of CK5-positive MECs was found in ADH (38.2%). CONCLUSIONS These results suggest that CK5 expression in lobular MECs may be altered by contact with cancerous luminal cells rather than benign hyperplastic luminal cells or pressure from dilated glands.
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Affiliation(s)
- Anqi Li
- Department of Pathology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Miao Ruan
- Department of Pathology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Xiaochun Fei
- Department of Pathology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Haimin Xu
- Department of Pathology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Shijie Deng
- Department of Pathology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Rui Bi
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Wentao Yang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Lei Dong
- Department of Pathology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
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Habanjar O, Nehme R, Goncalves-Mendes N, Cueff G, Blavignac C, Aoun J, Decombat C, Auxenfans C, Diab-Assaf M, Caldefie-Chézet F, Delort L. The obese inflammatory microenvironment may promote breast DCIS progression. Front Immunol 2024; 15:1384354. [PMID: 39072314 PMCID: PMC11272476 DOI: 10.3389/fimmu.2024.1384354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 06/20/2024] [Indexed: 07/30/2024] Open
Abstract
Introduction Ductal carcinoma in situ (DCIS), characterized by a proliferation of neoplastic cells confined within the mammary ducts, is distinctly isolated from the surrounding stroma by an almost uninterrupted layer of myoepithelial cells (MECs) and by the basement membrane. Heightened interactions within the adipose microenvironment, particularly in obese patients, may play a key role in the transition from DCIS to invasive ductal carcinoma (IDC), which is attracting growing interest in scientific research. Adipose tissue undergoes metabolic changes in obesity, impacting adipokine secretion and promoting chronic inflammation. This study aimed to assess the interactions between DCIS, including in situ cancer cells and MECs, and the various components of its inflammatory adipose microenvironment (adipocytes and macrophages). Methods To this end, a 3D co-culture model was developed using bicellular bi-fluorescent DCIS-like tumoroids, adipose cells, and macrophages to investigate the influence of the inflammatory adipose microenvironment on DCIS progression. Results The 3D co-culture model demonstrated an inhibition of the expression of genes involved in apoptosis (BAX, BAG1, BCL2, CASP3, CASP8, and CASP9), and an increase in genes related to cell survival (TP53, JUN, and TGFB1), inflammation (TNF-α, PTGS2, IL-6R), invasion and metastasis (TIMP1 and MMP-9) in cancer cells of the tumoroids under inflammatory conditions versus a non-inflammatory microenvironment. On the contrary, it confirmed the compromised functionality of MECs, resulting in the loss of their protective effects against cancer cells. Adipocytes from obese women showed a significant increase in the expression of all studied myofibroblast-associated genes (myoCAFs), such as FAP and α-SMA. In contrast, adipocytes from normal-weight women expressed markers of inflammatory fibroblast phenotypes (iCAF) characterized by a significant increase in the expression of LIF and inflammatory cytokines such as TNF-α, IL-1β, IL-8, and CXCL-10. These changes also influenced macrophage polarization, leading to a pro-inflammatory M1 phenotype. In contrast, myoCAF-associated adipocytes, and the cancer-promoting microenvironment polarized macrophages towards an M2 phenotype, characterized by high CD163 receptor expression and IL-10 and TGF-β secretion. Discussion Reciprocal interactions between the tumoroid and its microenvironment, particularly in obesity, led to transcriptomic changes in adipocytes and macrophages, may participate in breast cancer progression while disrupting the integrity of the MEC layer. These results underlined the importance of adipose tissue in cancer progression.
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Affiliation(s)
- Ola Habanjar
- Université Clermont-Auvergne, INRAE, UNH, Clermont-Ferrand, France
| | - Rawan Nehme
- Université Clermont-Auvergne, INRAE, UNH, Clermont-Ferrand, France
| | | | - Gwendal Cueff
- Université Clermont-Auvergne, INRAE, UNH, Clermont-Ferrand, France
| | - Christelle Blavignac
- Université Clermont-Auvergne, Centre d’Imagerie Cellulaire Santé (CCIS), Clermont-Ferrand, France
| | - Jessy Aoun
- Université Clermont-Auvergne, INRAE, UNH, Clermont-Ferrand, France
| | | | - Céline Auxenfans
- Banque de tissus et de cellules, Hôpital Edouard-Herriot, Lyon, France
| | - Mona Diab-Assaf
- Equipe Tumorigénèse Moléculaire et Pharmacologie Anticancéreuse, Faculté des Sciences II, Université libanaise Fanar, Beirut, Lebanon
| | | | - Laetitia Delort
- Université Clermont-Auvergne, INRAE, UNH, Clermont-Ferrand, France
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Li Y, Zhang J, Gao X, Zhang QC. Tissue module discovery in single-cell-resolution spatial transcriptomics data via cell-cell interaction-aware cell embedding. Cell Syst 2024; 15:578-592.e7. [PMID: 38823396 DOI: 10.1016/j.cels.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 01/08/2024] [Accepted: 05/07/2024] [Indexed: 06/03/2024]
Abstract
Computational methods are desired for single-cell-resolution spatial transcriptomics (ST) data analysis to uncover spatial organization principles for how individual cells exert tissue-specific functions. Here, we present ST data analysis via interaction-aware cell embedding (SPACE), a deep-learning method for cell-type identification and tissue module discovery from single-cell-resolution ST data by learning a cell representation that captures its gene expression profile and interactions with its spatial neighbors. SPACE identified spatially informed cell subtypes defined by their special spatial distribution patterns and distinct proximal-interacting cell types. SPACE also automatically discovered "cell communities"-tissue modules with discernible boundaries and a uniform spatial distribution of constituent cell types. For each cell community, SPACE outputs a characteristic proximal cell-cell interaction network associated with physiological processes, which can be used to refine ligand-receptor-based intercellular signaling analyses. We envision that SPACE can be used in large-scale ST projects to understand how proximal cell-cell interactions contribute to emergent biological functions within cell communities. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Yuzhe Li
- MOE Key Laboratory of Bioinformatics, Beijing Advanced Innovation Center for Structural Biology & Frontier Research Center for Biological Structure, Center for Synthetic and Systems Biology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Jinsong Zhang
- MOE Key Laboratory of Bioinformatics, Beijing Advanced Innovation Center for Structural Biology & Frontier Research Center for Biological Structure, Center for Synthetic and Systems Biology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Center for Life Sciences, Beijing 100084, China; Shanghai Qi Zhi Institute, Shanghai 200030, China
| | - Xin Gao
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; KAUST Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; BioMap, Beijing 100086, China.
| | - Qiangfeng Cliff Zhang
- MOE Key Laboratory of Bioinformatics, Beijing Advanced Innovation Center for Structural Biology & Frontier Research Center for Biological Structure, Center for Synthetic and Systems Biology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Center for Life Sciences, Beijing 100084, China.
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8
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Zuo C, Xia J, Chen L. Dissecting tumor microenvironment from spatially resolved transcriptomics data by heterogeneous graph learning. Nat Commun 2024; 15:5057. [PMID: 38871687 DOI: 10.1038/s41467-024-49171-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 05/22/2024] [Indexed: 06/15/2024] Open
Abstract
Spatially resolved transcriptomics (SRT) has enabled precise dissection of tumor-microenvironment (TME) by analyzing its intracellular molecular networks and intercellular cell-cell communication (CCC). However, lacking computational exploration of complicated relations between cells, genes, and histological regions, severely limits the ability to interpret the complex structure of TME. Here, we introduce stKeep, a heterogeneous graph (HG) learning method that integrates multimodality and gene-gene interactions, in unraveling TME from SRT data. stKeep leverages HG to learn both cell-modules and gene-modules by incorporating features of diverse nodes including genes, cells, and histological regions, allows for identifying finer cell-states within TME and cell-state-specific gene-gene relations, respectively. Furthermore, stKeep employs HG to infer CCC for each cell, while ensuring that learned CCC patterns are comparable across different cell-states through contrastive learning. In various cancer samples, stKeep outperforms other tools in dissecting TME such as detecting bi-potent basal populations, neoplastic myoepithelial cells, and metastatic cells distributed within the tumor or leading-edge regions. Notably, stKeep identifies key transcription factors, ligands, and receptors relevant to disease progression, which are further validated by the functional and survival analysis of independent clinical data, thereby highlighting its clinical prognostic and immunotherapy applications.
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Affiliation(s)
- Chunman Zuo
- Institute of Artificial Intelligence, Shanghai Engineering Research Center of Industrial Big Data and Intelligent System, Donghua University, Shanghai, 201620, China.
- Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130022, China.
| | - Junjie Xia
- Institute of Artificial Intelligence, Shanghai Engineering Research Center of Industrial Big Data and Intelligent System, Donghua University, Shanghai, 201620, China
- Department of Applied Mathematics, Donghua University, Shanghai, 201620, China
| | - Luonan Chen
- Key Laboratory of Systems Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China.
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Hangzhou, 310024, China.
- West China Biomedical Big Data Center, Med-X center for informatics, West China Hospital, Sichuan University, Chengdu, 610041, China.
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9
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Obeagu EI, Obeagu GU. Exploring neutrophil functionality in breast cancer progression: A review. Medicine (Baltimore) 2024; 103:e37654. [PMID: 38552040 PMCID: PMC10977563 DOI: 10.1097/md.0000000000037654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 02/28/2024] [Indexed: 04/02/2024] Open
Abstract
Breast cancer remains a pressing global health concern, with a myriad of intricate factors contributing to its development, progression, and heterogeneity. Among these multifaceted elements, the role of immune cells within the tumor microenvironment is gaining increasing attention. In this context, neutrophils, traditionally regarded as the first responders to infections, are emerging as noteworthy participants in the complex landscape of breast cancer. This paper seeks to unravel the intricate and multifaceted role of neutrophils in breast cancer. Neutrophils, classically known for their phagocytic and pro-inflammatory functions, are now recognized for their involvement in promoting or restraining tumor growth. While their presence within the tumor microenvironment may exert antitumor effects through immune surveillance and cytotoxic activities, these innate immune cells can also facilitate tumor progression by fostering an immunosuppressive milieu, promoting angiogenesis, and aiding metastatic dissemination. The intricacies of neutrophil-tumor cell interactions, signaling pathways, and mechanisms governing their recruitment to the tumor site are explored in detail. Challenges and gaps in current knowledge are acknowledged, and future directions for research are outlined. This review underscores the dynamic and context-dependent role of neutrophils in breast cancer and emphasizes the significance of unraveling their multifaceted contributions. As we delve into the complexities of the immune landscape in breast cancer, a deeper understanding of the warriors within, the neutrophils, presents exciting prospects for the development of novel therapeutic strategies and a more comprehensive approach to breast cancer management.
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Malavasi E, Adamo M, Zamprogno E, Vella V, Giamas G, Gagliano T. Decoding the Tumour Microenvironment: Molecular Players, Pathways, and Therapeutic Targets in Cancer Treatment. Cancers (Basel) 2024; 16:626. [PMID: 38339377 PMCID: PMC10854614 DOI: 10.3390/cancers16030626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 12/16/2023] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
The tumour microenvironment (TME) is a complex and constantly evolving collection of cells and extracellular components. Cancer cells and the surrounding environment influence each other through different types of processes. Characteristics of the TME include abnormal vasculature, altered extracellular matrix, cancer-associated fibroblast and macrophages, immune cells, and secreted factors. Within these components, several molecules and pathways are altered and take part in the support of the tumour. Epigenetic regulation, kinases, phosphatases, metabolic regulators, and hormones are some of the players that influence and contribute to shaping the tumour and the TME. All these characteristics contribute significantly to cancer progression, metastasis, and immune escape, and may be the target for new approaches for cancer treatment.
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Affiliation(s)
- Eleonora Malavasi
- Cancer Cell Signalling Laboratory, Department of Medicine, University of Udine, 33100 Udine, Italy; (E.M.); (M.A.); (E.Z.)
| | - Manuel Adamo
- Cancer Cell Signalling Laboratory, Department of Medicine, University of Udine, 33100 Udine, Italy; (E.M.); (M.A.); (E.Z.)
- School of Life Sciences, University of Sussex, Brighton BN1 9QG, UK;
| | - Elisa Zamprogno
- Cancer Cell Signalling Laboratory, Department of Medicine, University of Udine, 33100 Udine, Italy; (E.M.); (M.A.); (E.Z.)
| | - Viviana Vella
- School of Life Sciences, University of Sussex, Brighton BN1 9QG, UK;
| | - Georgios Giamas
- School of Life Sciences, University of Sussex, Brighton BN1 9QG, UK;
| | - Teresa Gagliano
- Cancer Cell Signalling Laboratory, Department of Medicine, University of Udine, 33100 Udine, Italy; (E.M.); (M.A.); (E.Z.)
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11
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Mauduit O, Delcroix V, Wong A, Ivanova A, Miles L, Lee HS, Makarenkova H. A closer look into the cellular and molecular biology of myoepithelial cells across various exocrine glands. Ocul Surf 2024; 31:63-80. [PMID: 38141817 PMCID: PMC10855576 DOI: 10.1016/j.jtos.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/02/2023] [Accepted: 12/09/2023] [Indexed: 12/25/2023]
Abstract
Myoepithelial cells (MECs) are a unique subset of epithelial cells that possess several smooth muscle cell characteristics, such as a high number of actin-myosin filaments and the ability to contract. These cells are primarily located around the secretory cells of exocrine glands, including the salivary, mammary, lacrimal, and sweat glands. Their primary functions involve the construction of the basement membrane and help with secretion of gland products through contraction. So far, no comparative analysis of MECs in different exocrine glands had ever evaluated their differences. In this review, we took advantage of the various publicly available scRNAseq data from mouse exocrine glands to identify their shared and unique characteristics. The aim of this review is to compare the role of MECs in maintaining healthy glandular function, their involvement in disease states, and their regenerative capacity, with a particular emphasis on the latest research findings in these areas.
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Affiliation(s)
- Olivier Mauduit
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Vanessa Delcroix
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Andrew Wong
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Anastasiia Ivanova
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Lindsey Miles
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Hyun Soo Lee
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA; Department of Ophthalmology, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea
| | - Helen Makarenkova
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA.
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12
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Attalla SS, Boucher J, Proud H, Taifour T, Zuo D, Sanguin-Gendreau V, Ling C, Johnson G, Li V, Luo RB, Kuasne H, Papavasiliou V, Walsh LA, Barok M, Joensuu H, Park M, Roux PP, Muller WJ. HER2Δ16 Engages ENPP1 to Promote an Immune-Cold Microenvironment in Breast Cancer. Cancer Immunol Res 2023; 11:1184-1202. [PMID: 37311021 DOI: 10.1158/2326-6066.cir-22-0140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/07/2023] [Accepted: 06/09/2023] [Indexed: 06/15/2023]
Abstract
The tumor-immune microenvironment (TIME) is a critical determinant of therapeutic response. However, the mechanisms regulating its modulation are not fully understood. HER2Δ16, an oncogenic splice variant of the HER2, has been implicated in breast cancer and other tumor types as a driver of tumorigenesis and metastasis. Nevertheless, the underlying mechanisms of HER2Δ16-mediated oncogenicity remain poorly understood. Here, we show that HER2∆16 expression is not exclusive to the clinically HER2+ subtype and associates with a poor clinical outcome in breast cancer. To understand how HER2 variants modulated the tumor microenvironment, we generated transgenic mouse models expressing either proto-oncogenic HER2 or HER2Δ16 in the mammary epithelium. We found that HER2∆16 tumors were immune cold, characterized by low immune infiltrate and an altered cytokine profile. Using an epithelial cell surface proteomic approach, we identified ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1) as a functional regulator of the immune cold microenvironment. We generated a knock-in model of HER2Δ16 under the endogenous promoter to understand the role of Enpp1 in aggressive HER2+ breast cancer. Knockdown of Enpp1 in HER2Δ16-derived tumor cells resulted in decreased tumor growth, which correlated with increased T-cell infiltration. These findings suggest that HER2Δ16-dependent Enpp1 activation associates with aggressive HER2+ breast cancer through its immune modulatory function. Our study provides a better understanding of the mechanisms underlying HER2Δ16-mediated oncogenicity and highlights ENPP1 as a potential therapeutic target in aggressive HER2+ breast cancer.
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Affiliation(s)
- Sherif Samer Attalla
- Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Jonathan Boucher
- Institute for Research in Immunology and Cancer, Université de Montréal, Montreal, Canada
| | - Hailey Proud
- Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Tarek Taifour
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Department of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Dongmei Zuo
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Virginie Sanguin-Gendreau
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Chen Ling
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Gabriella Johnson
- Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Vincent Li
- Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Robin B Luo
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Department of Human Genetics, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Hellen Kuasne
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Vasilios Papavasiliou
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Logan A Walsh
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Department of Human Genetics, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Mark Barok
- Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Heikki Joensuu
- Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Morag Park
- Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Department of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Philippe P Roux
- Institute for Research in Immunology and Cancer, Université de Montréal, Montreal, Canada
- Department of Pathology and Cell Biology, Université de Montréal, Montreal, Canada
| | - William J Muller
- Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Goodman Cancer Institute, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
- Department of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
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13
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Franco PIR, Pereira JX, Ferreira HH, de Menezes LB, Miguel MP. Low-grade mammary gland tumours in dogs have greater VEGF-A and BMP2 immunostaining and higher CD31 blood vessel density. Top Companion Anim Med 2023; 53-54:100778. [PMID: 37011834 DOI: 10.1016/j.tcam.2023.100778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 03/22/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023]
Abstract
Tumor angiogenesis is an important process in tumor growth, and different molecules are involved in its regulation including VEGF-A, BMP2, and CD31, which can be considered possible prognostic markers. The aim of this study was to verify whether the VEGF-A and BMP2 immunostaining area, and microvascular density (MVD) might be associated with the degree of malignancy in malignant mammary neoplasms of dogs. For this purpose, samples of mammary malignancies from female dogs embedded in wax were used and separated into four main histomorphological types: tubulopapillary carcinomas, solid, complex, and carcinosarcoma, which were separated based on high and low degrees of malignancy. Immunohistochemical analysis was performed on tissue microarray blocks using anti-CD31 antibodies for evaluation of MVD and vascular lumen area, and with anti-VEGF-A and anti-BMP2 to determine the immunostaining area using the DAKO EnVision™ FLEX+ kit. MVD and vascular lumen area were higher in tubulopapillary carcinomas as were the areas stained by VEGF-A and BMP2. Immunostaining for CD31 was higher in low-grade carcinomas as well as in areas immunostained by VEGF-A and BMP2. There was a positive correlation between VEGF and BMP2 in high (r = 0.556, p < 0.0001) and low-grade (r = 0.287, p<0.0001) carcinomas and between MVD and VEGF-A in low-grade carcinomas (r = 0.267, p = 0.0064). Thus, the markers evaluated showed greater immunostaining in canine mammary tumors with a lower degree of malignancy.
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14
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Morgner J, Bornes L, Hahn K, López-Iglesias C, Kroese L, Pritchard CEJ, Vennin C, Peters PJ, Huijbers I, van Rheenen J. A Lamb1Dendra2 mouse model identifies basement-membrane-producing origins and dynamics in PyMT breast tumors. Dev Cell 2023; 58:535-549.e5. [PMID: 36905927 DOI: 10.1016/j.devcel.2023.02.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/20/2022] [Accepted: 02/20/2023] [Indexed: 03/12/2023]
Abstract
The basement membrane (BM) around tumor lobes forms a barrier to prevent cancer cells from invading the surrounding tissue. Although myoepithelial cells are key producers of the healthy mammary epithelium BM, they are nearly absent in mammary tumors. To study the origin and dynamics of the BM, we developed and imaged a laminin beta1-Dendra2 mouse model. We show that the turnover of laminin beta1 is faster in the BMs that surround the tumor lobes than in the BMs that surround the healthy epithelium. Moreover, we find that epithelial cancer cells and tumor-infiltrating endothelial cells synthesize laminin beta1 and that this production is temporarily and locally heterogeneous, leading to local discontinuity of the BM laminin beta1. Collectively, our data draw a new paradigm for tumor BM turnover in which the disassembly happens at a constant rate, and a local misbalance of compensating production leads to reduction or even complete disappearance of the BM.
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Affiliation(s)
- Jessica Morgner
- Department of Molecular Pathology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands.
| | - Laura Bornes
- Department of Molecular Pathology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands
| | - Kerstin Hahn
- Department of Molecular Pathology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands
| | - Carmen López-Iglesias
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, 6229 ER, the Netherlands
| | - Lona Kroese
- Mouse Clinic for Cancer and Aging, the Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands
| | - Colin E J Pritchard
- Mouse Clinic for Cancer and Aging, the Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands
| | - Claire Vennin
- Department of Molecular Pathology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands
| | - Peter J Peters
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, 6229 ER, the Netherlands
| | - Ivo Huijbers
- Mouse Clinic for Cancer and Aging, the Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands
| | - Jacco van Rheenen
- Department of Molecular Pathology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands.
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15
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Wu Q, Ding Q, Lin W, Weng Y, Feng S, Chen R, Chen C, Qiu S, Lin D. Profiling of Tumor Cell-Delivered Exosome by Surface Enhanced Raman Spectroscopy-Based Biosensor for Evaluation of Nasopharyngeal Cancer Radioresistance. Adv Healthc Mater 2023; 12:e2202482. [PMID: 36528342 DOI: 10.1002/adhm.202202482] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/07/2022] [Indexed: 12/23/2022]
Abstract
Although the advancement of radiotherapy significantly improves the survival of nasopharyngeal cancer (NPC), radioresistance associated with recurrence and poor outcomes still remains a daunting challenge in the clinical scenario. Currently, effective biomarkers and convenient detection methods for predicting radioresistance have not been well established. Here, the surface-enhanced Raman spectroscopy combined with proteomics is used to firstly profile the characteristic spectral patterns of exosomes secreted from self-established NPC radioresistance cells, and reveals specific variations of proteins expression during radioresistance formation, including collagen alpha-2 (I) chain (COL1A2) that is associated with a favorable prognosis in NPC and is negatively associated with DNA repair scores and DNA repair-related genes via bioinformatic analysis. Furthermore, deep learning model-based diagnostic model is generated to accurately identify the exosomes from radioresistance group. This work demonstrates the promising potential of exosomes as a novel biomarker for predicting the radioresistance and develops a rapid and sensitive liquid biopsy method that will provide a personalized and precise strategy for clinical NPC treatment.
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Affiliation(s)
- Qiong Wu
- Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350001, China
- College of Physics and Electronic Information Engineering, Minjiang University, Fuzhou, Fujian, 350001, China
| | - Qin Ding
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350001, China
| | - Wanzun Lin
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, 201321, China
| | - Youliang Weng
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350001, China
| | - Shangyuan Feng
- Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350001, China
| | - Rong Chen
- Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350001, China
| | - Chuanben Chen
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350001, China
| | - Sufang Qiu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350001, China
| | - Duo Lin
- Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350001, China
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16
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Man YG, Mannion C, Stojadinovic A, Peoples GE, Cho WCS, Fu SW, Tan X, Hsiao YH, Liu A, Semczuk A, Zarogoulidis P, Gapeev AB, Deng X, Peng X, Reva BA, Omelchenko T, Wang J, Song G, Chen T. The most likely but largely ignored triggering factor for breast (or all) cancer invasion. J Cancer 2023; 14:573-590. [PMID: 37057291 PMCID: PMC10088539 DOI: 10.7150/jca.82291] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 01/27/2023] [Indexed: 03/14/2023] Open
Abstract
Breast cancer development and progression are believed to be a sequential process, from normal to hyperplastic, to in situ, and to invasive and metastatic stages. Given that over 90% of cancer deaths are caused by invasive and metastatic lesions, countless factors and multiple theories have been proposed as the triggering factor for the cascade of actions of cancer invasion. However, those factors and theories are largely based on the studies of cell lines or animal models. In addition, corresponding interventions based on these factors and theories have failed to reduce the incidence rate of invasive and metastatic lesions, suggesting that previous efforts may have failed to arm at the right target. Considering these facts and observations, we are proposing "A focal aberrant degeneration in the myoepithelial cell layer (MECL) as the most likely triggering factor for breast cancer invasion". Our hypothesis is based on our recent studies of breast and multiple other cancers. Our commentary provides the rationale, morphologic, immunohistochemical, and molecular data to support our hypotheses. As all epithelium-derived cancers share a very similar architecture, our hypothesis is likely to be applicable to invasion of all cancer types. We believe that human tissue-derived data may provide a more realistic roadmap to guide the clinic practice.
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Affiliation(s)
- Yan-gao Man
- Department of Pathology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
| | - Ciaran Mannion
- Department of Pathology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
| | | | | | - William CS Cho
- Queen Elizabeth Hospital, Department of Clinical Oncology, Hong Kong, China
| | - Sidney W. Fu
- Division of Genomic Medicine, Department of Medicine, and of Microbiology, Immunology & Tropical Medicine, George Washington University Medical Center, Washington DC, USA
| | - Xiaohui Tan
- Division of Genomic Medicine, Department of Medicine, and of Microbiology, Immunology & Tropical Medicine, George Washington University Medical Center, Washington DC, USA
| | - Yi-Hsuan Hsiao
- Department of Obstetrics and Gynecology, Changhua Christian Hospital, Changhua, Taiwan
| | - Aijun Liu
- Department of Pathology, Chinese PLA General Hospital 7 th Medical Center, Beijing, China
| | - Andrzej Semczuk
- IIND Department of Gynecology, Lublin Medical University, Lublin, Poland
| | - Paul Zarogoulidis
- Pulmonary-Oncology Department, "Theageneio" Cancer Hospital, Thessaloniki, Greece
| | - Andrei B. Gapeev
- Laboratory of Biological Effects of Non-Ionizing Radiation, Institute of Cell Biophysics, Russian Academy of Sciences, Russian Federation
| | - Xiyun Deng
- Department of Pathology, Hunan Normal University School of Medicine, Changsha, Hunan, China
| | - Xiaoning Peng
- Department of Pathology, Hunan Normal University School of Medicine, Changsha, Hunan, China
| | - Boris A. Reva
- Department of Genetics and Genomics Sciences, Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tatiana Omelchenko
- Laboratory of Mammalian Cell Biology and Development, The Rockefeller University, New York, NY, USA
| | - Jialian Wang
- Department of Sema4 Health Informatics, Stamford, CT, USA
| | - Guohong Song
- Department of Medical Oncology, Peking University Cancer Hospital and Institute, China
| | - Tingtao Chen
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University and National Engineering Research Center for Bioengineering Drugs and the Technologies, Institute of Translational Medicine, Nanchang University, Nanchang, China
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17
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Chaudhary A, Raza SS, Haque R. Transcriptional factors targeting in cancer stem cells for tumor modulation. Semin Cancer Biol 2023; 88:123-137. [PMID: 36603792 DOI: 10.1016/j.semcancer.2022.12.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 12/29/2022] [Accepted: 12/30/2022] [Indexed: 01/03/2023]
Abstract
Cancer Stem Cells (CSCs) are now considered the primary "seeds" for the onset, development, metastasis, and recurrence of tumors. Despite therapeutic breakthroughs, cancer remains the leading cause of death worldwide. This is because the tumor microenvironment contains a key population of cells known as CSCs, which promote tumor aggression. CSCs are self-renewing cells that aid tumor recurrence by promoting tumor growth and persisting in patients after many traditional cancer treatments. According to reports, numerous transcription factors (TF) play a key role in maintaining CSC pluripotency and its self-renewal property. The understanding of the functions, structures, and interactional dynamics of these transcription factors with DNA has modified the hypothesis, paving the way for novel transcription factor-targeted therapies. These TFs, which are crucial and are required by cancer cells, play a vital function in the etiology of human cancer. Such CSC TFs will help with gene expression profiling, which provides crucial data for predicting the prognosis of patients. To overcome anti-cancer medication resistance and completely eradicate cancer, a potent therapy combining TFs-based CSC targets with traditional chemotherapy may be developed. In order to develop therapies that could eliminate CSCs, we here concentrated on the effect of TFs and other components of signalling pathways on cancer stemness.
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Affiliation(s)
- Archana Chaudhary
- Department of Biotechnology, School of Earth Biological and Environmental Sciences, Central University of South Bihar, Gaya, Bihar, India
| | - Syed Shadab Raza
- Laboratory for Stem Cell & Restorative Neurology, Era's Lucknow Medical College and Hospital, Era University, Lucknow, India
| | - Rizwanul Haque
- Department of Biotechnology, School of Earth Biological and Environmental Sciences, Central University of South Bihar, Gaya, Bihar, India.
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18
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Shams A. Re-evaluation of the myoepithelial cells roles in the breast cancer progression. Cancer Cell Int 2022; 22:403. [PMID: 36510219 PMCID: PMC9746125 DOI: 10.1186/s12935-022-02829-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Over the past decades, luminal epithelial cell lineage has gained considerable attraction as the functionally milk-secreting units and as the most fruitful acreage for breast cancer launching. Recognition of the effective involvement of the myoepithelial cells in mammary gland development and in hampering tumorigenesis has renewed the interest in investigating the biological roles of this second main mammary lineage. The human breast is made up of an extensively branching ductal system intervening by copious lobular units. The ductal system is coated by a chain of luminal epithelial cells (LECs) situated on a layer of myoepithelial cells (MECs) and encompassed by a distinguished basement membrane. Ductal contractility during lactation is a well-known function delivered by the MECs however this is not the only assignment mediated by these cellular populations. It has been well appreciated that the MECs exhibit a natural paracrine power in defeating cancer development and advancement. MECs were found to express numerous proteinase inhibitors, anti-angiogenic factors, and tumour suppressors proteins. Additionally, MECs contributed effectively to maintaining the right luminal cells' polarization and further separating them from the adjacent stroma by making an integrated fence. Indeed, disruption of the MECs layer was reported to facilitate the invasion of the cancer cells to the surrounding stroma. Nonetheless, MECs were also found to exhibit cancer-promoting effects and provoke tumour invasion and dissemination by displaying distinct cancer chemokines. Herein in this review, we aimed to address the roles delivered by MECs in breast cancer progression and decipher the molecular mechanisms regulating proper MECs' physiology, integrity, and terminal differentiation.
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Affiliation(s)
- Anwar Shams
- grid.412895.30000 0004 0419 5255Department of Pharmacology, College of Medicine, Taif University, P.O. BOX 11099, Taif, 21944 Saudi Arabia
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19
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Ingthorsson S, Traustadottir GA, Gudjonsson T. Cellular Plasticity and Heterotypic Interactions during Breast Morphogenesis and Cancer Initiation. Cancers (Basel) 2022; 14:cancers14215209. [PMID: 36358627 PMCID: PMC9654604 DOI: 10.3390/cancers14215209] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/19/2022] [Accepted: 10/20/2022] [Indexed: 12/01/2022] Open
Abstract
Simple Summary This review aims to discuss the structure, function and dynamics of the breast gland and how changes to the function of the breast’s cells can lead to different types of cancer. Abstract The human breast gland is a unique organ as most of its development occurs postnatally between menarche and menopause, a period ranging from 30 to 40 years. During this period, the monthly menstruation cycle drives the mammary gland through phases of cell proliferation, differentiation, and apoptosis, facilitated via a closely choreographed interaction between the epithelial cells and the surrounding stroma preparing the gland for pregnancy. If pregnancy occurs, maximal differentiation is reached to prepare for lactation. After lactation, the mammary gland involutes to a pre-pregnant state. These cycles of proliferation, differentiation, and involution necessitate the presence of epithelial stem cells that give rise to progenitor cells which differentiate further into the luminal and myoepithelial lineages that constitute the epithelial compartment and are responsible for the branching structure of the gland. Maintaining homeostasis and the stem cell niche depends strongly on signaling between the stem and progenitor cells and the surrounding stroma. Breast cancer is a slowly progressing disease whose initiation can take decades to progress into an invasive form. Accumulating evidence indicates that stem cells and/or progenitor cells at different stages, rather than terminally differentiated cells are the main cells of origin for most breast cancer subgroups. Stem cells and cancer cells share several similarities such as increased survival and cellular plasticity which is reflected in their ability to switch fate by receiving intrinsic and extrinsic signals. In this review, we discuss the concept of cellular plasticity in normal breast morphogenesis and cancer, and how the stromal environment plays a vital role in cancer initiation and progression.
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Affiliation(s)
- Saevar Ingthorsson
- Stem Cell Research Unit, Biomedical Center, School of Health Sciences, University of Iceland, 101 Reykjavik, Iceland
- Faculty of nursing and midwifery, School of Health Sciences, University of Iceland, 101 Reykjavik, Iceland
| | - Gunnhildur Asta Traustadottir
- Stem Cell Research Unit, Biomedical Center, School of Health Sciences, University of Iceland, 101 Reykjavik, Iceland
- Department of Pathology, Landspitali University Hospital, 101 Reykjavik, Iceland
| | - Thorarinn Gudjonsson
- Stem Cell Research Unit, Biomedical Center, School of Health Sciences, University of Iceland, 101 Reykjavik, Iceland
- Department of Laboratory Hematology, Landspitali University Hospital, 101 Reykjavik, Iceland
- Correspondence:
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20
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Prostate Cancer Tumor Stroma: Responsibility in Tumor Biology, Diagnosis and Treatment. Cancers (Basel) 2022; 14:cancers14184412. [PMID: 36139572 PMCID: PMC9496870 DOI: 10.3390/cancers14184412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/05/2022] [Accepted: 09/06/2022] [Indexed: 12/24/2022] Open
Abstract
Simple Summary The crosstalk between prostate stroma and its epithelium is essential to tissue homeostasis. Likewise, reciprocal signaling between tumor cells and the stromal compartment is required in tumor progression to facilitate or stimulate key processes such as cell proliferation and invasion. The aim of the present work was to review the current state of knowledge on the significance of tumor stroma in the genesis, progression and therapeutic response of prostate carcinoma. Additionally, we addressed the future therapeutic opportunities. Abstract Prostate cancer (PCa) is a common cancer among males globally, and its occurrence is growing worldwide. Clinical decisions about the combination of therapies are becoming highly relevant. However, this is a heterogeneous disease, ranging widely in prognosis. Therefore, new approaches are needed based on tumor biology, from which further prognostic assessments can be established and complementary strategies can be identified. The knowledge of both the morphological structure and functional biology of the PCa stroma compartment can provide new diagnostic, prognostic or therapeutic possibilities. In the present review, we analyzed the aspects related to the tumor stromal component (both acellular and cellular) in PCa, their influence on tumor behavior and the therapeutic response and their consideration as a new therapeutic target.
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21
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Miller JL, Bartlett AP, Harman RM, Majhi PD, Jerry DJ, Van de Walle GR. Induced mammary cancer in rat models: pathogenesis, genetics, and relevance to female breast cancer. J Mammary Gland Biol Neoplasia 2022; 27:185-210. [PMID: 35904679 DOI: 10.1007/s10911-022-09522-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 10/16/2022] Open
Abstract
Mammary cancer, or breast cancer in women, is a polygenic disease with a complex etiopathogenesis. While much remains elusive regarding its origin, it is well established that chemical carcinogens and endogenous estrogens contribute significantly to the initiation and progression of this disease. Rats have been useful models to study induced mammary cancer. They develop mammary tumors with comparable histopathology to humans and exhibit differences in resistance or susceptibility to mammary cancer depending on strain. While some rat strains (e.g., Sprague-Dawley) readily form mammary tumors following treatment with the chemical carcinogen, 7,12-dimethylbenz[a]-anthracene (DMBA), other strains (e.g., Copenhagen) are resistant to DMBA-induced mammary carcinogenesis. Genetic linkage in inbred strains has identified strain-specific quantitative trait loci (QTLs) affecting mammary tumors, via mechanisms that act together to promote or attenuate, and include 24 QTLs controlling the outcome of chemical induction, 10 QTLs controlling the outcome of estrogen induction, and 4 QTLs controlling the outcome of irradiation induction. Moreover, and based on shared factors affecting mammary cancer etiopathogenesis between rats and humans, including orthologous risk regions between both species, rats have served as useful models for identifying methods for breast cancer prediction and treatment. These studies in rats, combined with alternative animal models that more closely mimic advanced stages of breast cancer and/or human lifestyles, will further improve our understanding of this complex disease.
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Affiliation(s)
- James L Miller
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, 14853, Ithaca, NY, USA
| | - Arianna P Bartlett
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, 14853, Ithaca, NY, USA
| | - Rebecca M Harman
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, 14853, Ithaca, NY, USA
| | - Prabin Dhangada Majhi
- Department of Veterinary & Animal Sciences, University of Massachusetts, 01003, Amherst, MA, USA
| | - D Joseph Jerry
- Department of Veterinary & Animal Sciences, University of Massachusetts, 01003, Amherst, MA, USA
| | - Gerlinde R Van de Walle
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, 14853, Ithaca, NY, USA.
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22
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Simond AM, Bui T, Zuo D, Sanguin-Gendreau V, Rao T, Phillips WA, Cardiff RD, Muller WJ. Physiological expression of PI3K H1047R mutation reveals its anti-metastatic potential in ErbB2-driven breast cancer. Oncogene 2022; 41:3445-3451. [PMID: 35538223 DOI: 10.1038/s41388-022-02323-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 03/11/2022] [Accepted: 04/12/2022] [Indexed: 12/24/2022]
Abstract
p110α is a catalytic subunit of phosphoinositide 3-kinase (PI3K), a major downstream effector of receptor tyrosine kinase ErbB2, that is amplified and overexpressed in 20-30% of breast cancers, 40% of which have an activating mutation in p110α. Despite the high frequency of PIK3CA gain-of-function mutations, their prognostic value is controversial. Here, we employ a knock-in transgenic strategy to restrict the expression of an activated form of ErbB2 and p110α kinase domain mutation (p110αHR) in the mammary epithelium. Physiological levels of transgene expression under the control of their endogenous promoters did not result in a major synergistic effect. However, tumors arising in ErbB2/p110αHR bi-genic strain metastasized to the lung with significantly reduced capacity compared to tumors expressing ErbB2 alone. The reduced metastasis was further associated with retention of the myoepithelial layer reminiscent of ductal carcinoma in situ (DCIS), a non-invasive stage of human breast cancer. Molecular and biochemical analyses revealed that these poorly metastatic tumors exhibited a significant decrease in phospho-myosin light chain 2 (MLC2) associated with cellular contractility and migration. Examination of human samples for MLC2 activity revealed a progressive increase in cellular contractility between non-invasive DCIS and invasive ductal carcinoma. Collectively, these data argue that p110αHR mutation attenuates metastatic behavior in the context of ErbB2-driven breast cancer.
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Affiliation(s)
- Alexandra M Simond
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC, Canada.,Department of Biochemistry, McGill University, Montreal, QC, Canada
| | - Tung Bui
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC, Canada.,Department of Biochemistry, McGill University, Montreal, QC, Canada
| | - Dongmei Zuo
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC, Canada
| | | | - Trisha Rao
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC, Canada
| | - Wayne A Phillips
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Robert D Cardiff
- Center for Comparative Medicine, University of California, Davis, CA, USA
| | - William J Muller
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Montreal, QC, Canada. .,Department of Biochemistry, McGill University, Montreal, QC, Canada. .,Faculty of Medicine, McGill University, Montreal, QC, Canada.
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23
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Ramadan ES, Salem NY, Emam IA, AbdElKader NA, Farghali HA, Khattab MS. MicroRNA-21 expression, serum tumor markers, and immunohistochemistry in canine mammary tumors. Vet Res Commun 2021; 46:377-388. [PMID: 34787777 DOI: 10.1007/s11259-021-09861-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 11/07/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Canine mammary tumors (CMTs) are one of the most common malignancies in dogs and are associated with significant mortality. Serum tumor markers and non-coding microRNAs have gained widespread popularity in human oncology studies. The present study has two aims, first one is to investigate the miR-21 expression compared with changes in serum tumor markers (CEA and CA15-3) in CMT. The second aim is to detect the immunohistochemistry markers as vimentin, P63, and -SMA in CMT. METHODS This study enrolled 17 female dogs: 10 with mammary tumors and seven controls without tumors. Blood samples were collected to measure miR-21, CEA, and CA 15-3, and histological samples were prepared for histological grading and immunohistochemistry. RESULTS CA 15-3 was elevated in all animals, whereas CEA levels showed no change compared with controls. miR-21 was upregulated 12.84-fold in animals with CMT. The most frequently recorded CMT was the mixed type. Myoepithelial cells were identified by P63 immunoreactivity, but not SMA. High expression of miR-21 was observed with positive vimentin immunoreactivity, indicating the mesenchymal origin of the tumor cells. CONCLUSION The present study showed that miR-21 was elevated to a greater extent than CA 15-3 (12.84-fold vs. threefold). Tumors that was positive for vimentin immunoreactivity was also associated with an elevation in the levels of miR-21, showing that miR-21 is released from mesenchymal cells. These findings support the hypothesis that miR-21 may be a more sensitive, noninvasive indicator for CMT.
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Affiliation(s)
- Eman S Ramadan
- Department of Internal Medicine and Infectious Diseases, Faculty of Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Noha Y Salem
- Department of Internal Medicine and Infectious Diseases, Faculty of Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Ibrahim A Emam
- Department of Surgery and Anesthesia, Faculty of Veterinary Medicine, Cairo University, 12211, Giza, Egypt
| | - Naglaa A AbdElKader
- Department of Surgery and Anesthesia, Faculty of Veterinary Medicine, Cairo University, 12211, Giza, Egypt
| | - Haithem A Farghali
- Department of Surgery and Anesthesia, Faculty of Veterinary Medicine, Cairo University, 12211, Giza, Egypt
| | - Marwa S Khattab
- Department of Pathology, Faculty of Veterinary Medicine, Cairo University, 12211, Giza, Egypt.
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24
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Martínez-Nieto G, Heljasvaara R, Heikkinen A, Kaski HK, Devarajan R, Rinne O, Henriksson C, Thomson E, von Hertzen C, Miinalainen I, Ruotsalainen H, Pihlajaniemi T, Karppinen SM. Deletion of Col15a1 Modulates the Tumour Extracellular Matrix and Leads to Increased Tumour Growth in the MMTV-PyMT Mouse Mammary Carcinoma Model. Int J Mol Sci 2021; 22:9978. [PMID: 34576139 PMCID: PMC8467152 DOI: 10.3390/ijms22189978] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 09/05/2021] [Accepted: 09/10/2021] [Indexed: 12/18/2022] Open
Abstract
Basement membrane (BM) zone-associated collagen XV (ColXV) has been shown to suppress the malignancy of tumour cells, and its restin domain can inhibit angiogenesis. In human breast cancer, as well as in many other human carcinomas, ColXV is lost from the epithelial BM zone prior to tumour invasion. Here, we addressed the roles of ColXV in breast carcinogenesis using the transgenic MMTV-PyMT mouse mammary carcinoma model. We show here for the first time that the inactivation of Col15a1 in mice leads to changes in the fibrillar tumour matrix and to increased mammary tumour growth. ColXV is expressed by myoepithelial and endothelial cells in mammary tumours and is lost from the ductal BM along with the loss of the myoepithelial layer during cancer progression while persisting in blood vessels and capillaries, even in invasive tumours. However, despite the absence of anti-angiogenic restin domain, neovascularisation was reduced rather than increased in the ColXV-deficient mammary tumours compared to controls. We also show that, in robust tumour cell transplantation models or in a chemical-induced fibrosarcoma model, the inactivation of Col15a1 does not affect tumour growth or angiogenesis. In conclusion, our results support the proposed tumour suppressor function of ColXV in mammary carcinogenesis and reveal diverse roles of this collagen in different cancer types.
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MESH Headings
- Animals
- Antigens, Polyomavirus Transforming/metabolism
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Carcinogenesis/pathology
- Cell Proliferation
- Collagen/deficiency
- Collagen/genetics
- Collagen/metabolism
- Disease Models, Animal
- Extracellular Matrix/metabolism
- Female
- Fibrosarcoma/pathology
- Fibrosis
- Gene Deletion
- Gene Expression Regulation, Neoplastic
- Humans
- Mammary Neoplasms, Animal/genetics
- Mammary Neoplasms, Animal/pathology
- Mammary Neoplasms, Animal/ultrastructure
- Mammary Tumor Virus, Mouse/physiology
- Mice, Inbred C57BL
- Mice, Knockout
- Neovascularization, Pathologic/pathology
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Stromal Cells/pathology
- Stromal Cells/ultrastructure
- Survival Analysis
- Mice
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Affiliation(s)
- Guillermo Martínez-Nieto
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Ritva Heljasvaara
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Anne Heikkinen
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
- Biocenter Oulu, University of Oulu, 90220 Oulu, Finland;
| | - Hanne-Kaisa Kaski
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Raman Devarajan
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Otto Rinne
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Charlotta Henriksson
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Emmi Thomson
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Camilla von Hertzen
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | | | - Heli Ruotsalainen
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Taina Pihlajaniemi
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
| | - Sanna-Maria Karppinen
- Oulu Center for Cell-Matrix Research, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland; (G.M.-N.); (R.H.); (A.H.); (H.-K.K.); (R.D.); (O.R.); (C.H.); (E.T.); (C.v.H.); (H.R.); (T.P.)
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25
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Moccia C, Haase K. Engineering Breast Cancer On-chip-Moving Toward Subtype Specific Models. Front Bioeng Biotechnol 2021; 9:694218. [PMID: 34249889 PMCID: PMC8261144 DOI: 10.3389/fbioe.2021.694218] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 05/31/2021] [Indexed: 12/12/2022] Open
Abstract
Breast cancer is the second leading cause of death among women worldwide, and while hormone receptor positive subtypes have a clear and effective treatment strategy, other subtypes, such as triple negative breast cancers, do not. Development of new drugs, antibodies, or immune targets requires significant re-consideration of current preclinical models, which frequently fail to mimic the nuances of patient-specific breast cancer subtypes. Each subtype, together with the expression of different markers, genetic and epigenetic profiles, presents a unique tumor microenvironment, which promotes tumor development and progression. For this reason, personalized treatments targeting components of the tumor microenvironment have been proposed to mitigate breast cancer progression, particularly for aggressive triple negative subtypes. To-date, animal models remain the gold standard for examining new therapeutic targets; however, there is room for in vitro tools to bridge the biological gap with humans. Tumor-on-chip technologies allow for precise control and examination of the tumor microenvironment and may add to the toolbox of current preclinical models. These new models include key aspects of the tumor microenvironment (stroma, vasculature and immune cells) which have been employed to understand metastases, multi-organ interactions, and, importantly, to evaluate drug efficacy and toxicity in humanized physiologic systems. This review provides insight into advanced in vitro tumor models specific to breast cancer, and discusses their potential and limitations for use as future preclinical patient-specific tools.
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Affiliation(s)
| | - Kristina Haase
- European Molecular Biology Laboratory, European Molecular Biology Laboratory Barcelona, Barcelona, Spain
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26
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Cabrerizo-Granados D, Peña R, Palacios L, Carrillo-Bosch L, Lloreta-Trull J, Comerma L, Iglesias M, de Herreros AG. Snail1 expression in endothelial cells controls growth, angiogenesis and differentiation of breast tumors. Theranostics 2021; 11:7671-7684. [PMID: 34335957 PMCID: PMC8315050 DOI: 10.7150/thno.61881] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 05/26/2021] [Indexed: 12/26/2022] Open
Abstract
Snail1 is a transcriptional factor required for epithelial to mesenchymal transition and activation of cancer-associated fibroblasts (CAF). Apart from that, tumor endothelial cells also express Snail1. Here, we have unraveled the role of Snail1 in this tissue in a tumorigenic context. Methods: We generated transgenic mice with an endothelial-specific and inducible Snail1 depletion. This murine line was crossed with MMTV-PyMT mice that develop mammary gland tumors and the consequence of Snail1 depletion in the endothelium were investigated. We also interfere Snail1 expression in cultured endothelial cells. Results: Specific Snail1 depletion in the endothelium of adult mice does not promote an overt phenotype; however, it delays the formation of mammary gland tumors in MMTV-PyMT mice. These effects are associated to the inability of Snail1-deficient endothelial cells to undergo angiogenesis and to enhance CAF activation in a paracrine manner. Moreover, tumors generated in mice with endothelium-specific Snail1 depletion are less advanced and show a papillary phenotype. Similar changes on onset and tumor morphology are observed by pretreatment of MMTV-PyMT mice with the angiogenic inhibitor Bevacizumab. Human breast papillary carcinomas exhibit a lower angiogenesis and present lower staining of Snail1, both in endothelial and stromal cells, compared with other breast neoplasms. Furthermore, human breast tumors datasets show a strong correlation between Snail1 expression and high angiogenesis. Conclusion: These findings show a novel role for Snail1 in endothelial cell activation and demonstrate that these cells impact not only on angiogenesis, but also on tumor onset and phenotype.
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27
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Duivenvoorden HM, Brockwell NK, Nowell CJ, Simpson KJ, Parker BS. High-content siRNA 3D co-cultures to identify myoepithelial cell-derived breast cancer suppressor proteins. Sci Data 2021; 8:147. [PMID: 34050191 PMCID: PMC8163786 DOI: 10.1038/s41597-021-00924-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 04/07/2021] [Indexed: 12/21/2022] Open
Abstract
Understanding how cancer cells interact with the surrounding microenvironment early in breast cancer development can provide insight into the initiation and progression of invasive breast cancers. The myoepithelial cell layer surrounding breast ducts acts as a physical barrier in early breast cancer, preventing cancer cells from invading the surrounding stroma. Changes to the expression profile and properties of myoepithelial cells have been implicated in progression to invasive carcinoma. Identifying the molecular drivers of myoepithelial cell-mediated tumour suppression may offer new approaches to predict and block the earliest stages of cancer invasion. We employed a high-content approach to knock down 87 different genes using siRNA in an immortalised myoepithelial cell line, prior to co-culture with invasive breast cancer cells in 3D. Combined with high-content imaging and a customised analysis pipeline, this system was used to identify myoepithelial proteins that are necessary to control cancer cell invasion. This dataset has identified prospective myoepithelial suppressors of early breast cancer invasion which may be used by researchers to investigate their clinical validity and utility. Measurement(s) | cell proliferation assay • Myoepithelial Cell • cell viability assay • protein expression assay | Technology Type(s) | cell counting technique • high content screen of cells treated with library of siRNAs • imaging technique • western blot analysis | Factor Type(s) | gene targeted by siRNA | Sample Characteristic - Environment | cell line |
Machine-accessible metadata file describing the reported data: 10.6084/m9.figshare.14533644
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Affiliation(s)
- Hendrika M Duivenvoorden
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, 3086, Australia.,School of Biological Sciences, Monash University, VIC, Clayton, 3168, Australia
| | - Natasha K Brockwell
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, VIC, 3000, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Cameron J Nowell
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, 3052, Australia
| | - Kaylene J Simpson
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, 3052, Australia. .,Victorian Centre for Functional Genomic, Peter MacCallum Cancer Centre, Melbourne, VIC, 3000, Australia.
| | - Belinda S Parker
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, 3086, Australia. .,Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, VIC, 3000, Australia. .,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, 3052, Australia.
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28
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Vitamin D receptor (VDR) expression in different molecular subtypes of canine mammary carcinoma. BMC Vet Res 2021; 17:197. [PMID: 34034728 PMCID: PMC8152340 DOI: 10.1186/s12917-021-02901-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/04/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The molecular-based classification of canine mammary carcinomas (CMCs) has been the focus of much current research. Both in canines and humans, the triple-negative (TN) molecular subtype of mammary cancer is defined by a lack of expression of progesterone receptor (PR), oestrogen receptor (ER) and HER2. It has a poor prognosis; no effective targeted therapy is available. Vitamin D displays anticarcinogenic properties, and the expression of its receptor (VDR) has been found in different molecular subtypes, being about 30-40 % of TN breast cancer (TNBC) positive to it. We assessed the VDR expression in the different molecular subtypes of 58 CMCs from 45 female dogs using an immunohistochemical panel for the molecular classification of included: PR, ER, HER2, cytokeratin (CK) 5, CK14, and Ki67. In addition, we studied the relationship among the molecular subtypes of CMCs and clinicopathologic parameters. RESULTS Investigation showed VDR positivity in 45.0 % of the triple-negative CMCs (TNCMCs), 27.3 % of luminal B and 19.0 % of luminal A. Luminal A was the most molecular subtype represented of the total tumours (36.2 %), followed of TNCMCs (34.5 %), luminal B (20.7 %) and HER2-overexpression (10.3 %). Both HER2-overexpression and TNCMC subtypes were positively related to lymphatic invasion (P = 0.028), simple histologic subtype (P = 0.007), a higher histological grade (P = 0.045) and a trend to higher proliferation index (P = 0.09). CONCLUSIONS The highest VDR expression was observed in TNCMC, being almost half of them (45 %) positive to this receptor. VDR expression was absent in HER2-overexpression tumours and low in luminal A and B molecular subtypes.
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29
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Henry S, Trousdell MC, Cyrill SL, Zhao Y, Feigman MJ, Bouhuis JM, Aylard DA, Siepel A, Dos Santos CO. Characterization of Gene Expression Signatures for the Identification of Cellular Heterogeneity in the Developing Mammary Gland. J Mammary Gland Biol Neoplasia 2021; 26:43-66. [PMID: 33988830 PMCID: PMC8217035 DOI: 10.1007/s10911-021-09486-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/12/2021] [Indexed: 12/16/2022] Open
Abstract
The developing mammary gland depends on several transcription-dependent networks to define cellular identities and differentiation trajectories. Recent technological advancements that allow for single-cell profiling of gene expression have provided an initial picture into the epithelial cellular heterogeneity across the diverse stages of gland maturation. Still, a deeper dive into expanded molecular signatures would improve our understanding of the diversity of mammary epithelial and non-epithelial cellular populations across different tissue developmental stages, mouse strains and mammalian species. Here, we combined differential mammary gland fractionation approaches and transcriptional profiles obtained from FACS-isolated mammary cells to improve our definitions of mammary-resident, cellular identities at the single-cell level. Our approach yielded a series of expression signatures that illustrate the heterogeneity of mammary epithelial cells, specifically those of the luminal fate, and uncovered transcriptional changes to their lineage-defined, cellular states that are induced during gland development. Our analysis also provided molecular signatures that identified non-epithelial mammary cells, including adipocytes, fibroblasts and rare immune cells. Lastly, we extended our study to elucidate expression signatures of human, breast-resident cells, a strategy that allowed for the cross-species comparison of mammary epithelial identities. Collectively, our approach improved the existing signatures of normal mammary epithelial cells, as well as elucidated the diversity of non-epithelial cells in murine and human breast tissue. Our study provides a useful resource for future studies that use single-cell molecular profiling strategies to understand normal and malignant breast development.
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Affiliation(s)
- Samantha Henry
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
- Graduate Program in Genetics, Stony Brook University, NY, 11794, US
| | | | | | - Yixin Zhao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
| | - Mary J Feigman
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
| | | | - Dominik A Aylard
- College of Biological Sciences, University of California, Davis, CA, 95616, US
| | - Adam Siepel
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
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30
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Parigoris E, Lee S, Mertz D, Turner M, Liu AY, Sentosa J, Djomehri S, Chang HC, Luker K, Luker G, Kleer CG, Takayama S. Cancer Cell Invasion of Mammary Organoids with Basal-In Phenotype. Adv Healthc Mater 2021; 10:e2000810. [PMID: 32583612 PMCID: PMC7759600 DOI: 10.1002/adhm.202000810] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Indexed: 01/08/2023]
Abstract
This paper describes mammary organoids with a basal-in phenotype where the basement membrane is located on the interior surface of the organoid. A key materials consideration to induce this basal-in phenotype is the use of a minimal gel scaffold that the epithelial cells self-assemble around and encapsulate. When MDA-MB-231 breast cancer cells are co-cultured with epithelial cells from day 0 under these conditions, cells self-organize into patterns with distinct cancer cell populations both inside and at the periphery of the epithelial organoid. In another type of experiment, the robust formation of the basement membrane on the epithelial organoid interior enables convenient studies of MDA-MB-231 invasion in a tumor progression-relevant direction relative to epithelial cell-basement membrane positioning. That is, the study of cancer invasion through the epithelium first, followed by the basement membrane to the basal side, is realized in an experimentally convenient manner where the cancer cells are simply seeded on the outside of preformed organoids, and their invasion into the organoid is monitored. Interestingly, invasion is more prominent when tumor cells are added to day 7 organoids with less developed basement membranes compared to day 16 organoids with more defined ones.
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Affiliation(s)
- Eric Parigoris
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - Soojung Lee
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - David Mertz
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - Madeleine Turner
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - Amy Y Liu
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - Jason Sentosa
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - Sabra Djomehri
- Department of Pathology and Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Hao Chen Chang
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
| | - Kathryn Luker
- Departments of Radiology and Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
- Department of Biomedical Engineering, University of Michigan College of Engineering, Ann Arbor, MI, 48109, USA
| | - Gary Luker
- Departments of Radiology and Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
- Department of Biomedical Engineering, University of Michigan College of Engineering, Ann Arbor, MI, 48109, USA
| | - Celina G Kleer
- Department of Pathology and Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Shuichi Takayama
- Wallace H. Coulter Department of Biomedical Engineering and The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA
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Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing. Cell Rep 2020; 33:108566. [PMID: 33378681 PMCID: PMC7898263 DOI: 10.1016/j.celrep.2020.108566] [Citation(s) in RCA: 103] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 10/13/2020] [Accepted: 12/07/2020] [Indexed: 12/11/2022] Open
Abstract
Aging is closely associated with increased susceptibility to breast cancer, yet there have been limited systematic studies of aging-induced alterations in the mammary gland. Here, we leverage high-throughput single-cell RNA sequencing to generate a detailed transcriptomic atlas of young and aged murine mammary tissues. By analyzing epithelial, stromal, and immune cells, we identify age-dependent alterations in cell proportions and gene expression, providing evidence that suggests alveolar maturation and physiological decline. The analysis also uncovers potential pro-tumorigenic mechanisms coupled to the age-associated loss of tumor suppressor function and change in microenvironment. In addition, we identify a rare, age-dependent luminal population co-expressing hormone-sensing and secretory-alveolar lineage markers, as well as two macrophage populations expressing distinct gene signatures, underscoring the complex heterogeneity of the mammary epithelia and stroma. Collectively, this rich single-cell atlas reveals the effects of aging on mammary physiology and can serve as a useful resource for understanding aging-associated cancer risk. Using single-cell RNA-sequencing, Li et al. compare mammary epithelia and stroma in young and aged mice. Age-dependent changes at cell and gene levels provide evidence suggesting alveolar maturation, functional deterioration, and potential pro-tumorigenic and inflammatory alterations. Additionally, identification of heterogeneous luminal and macrophage subpopulations underscores the complexity of mammary lineages.
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Sala M, Ros M, Saltel F. A Complex and Evolutive Character: Two Face Aspects of ECM in Tumor Progression. Front Oncol 2020; 10:1620. [PMID: 32984031 PMCID: PMC7485352 DOI: 10.3389/fonc.2020.01620] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 07/27/2020] [Indexed: 12/24/2022] Open
Abstract
Tumor microenvironment, including extracellular matrix (ECM) and stromal cells, is a key player during tumor development, from initiation, growth and progression to metastasis. During all of these steps, remodeling of matrix components occurs, changing its biochemical and physical properties. The global and basic cancer ECM model is that tumors are surrounded by activated stromal cells, that remodel physiological ECM to evolve into a stiffer and more crosslinked ECM than in normal conditions, thereby increasing invasive capacities of cancer cells. In this review, we show that this too simple model does not consider the complexity, specificity and heterogeneity of each organ and tumor. First, we describe the general ECM in context of cancer. Then, we go through five invasive and most frequent cancers from different origins (breast, liver, pancreas, colon, and skin), and show that each cancer has its own specific matrix, with different stromal cells, ECM components, biochemical properties and activated signaling pathways. Furthermore, in these five cancers, we describe the dual role of tumor ECM: as a protective barrier against tumor cell proliferation and invasion, and as a major player in tumor progression. Indeed, crosstalk between tumor and stromal cells induce changes in matrix organization by remodeling ECM through invadosome formation in order to degrade it, promoting tumor progression and cell invasion. To sum up, in this review, we highlight the specificities of matrix composition in five cancers and the necessity not to consider the ECM as one general and simple entity, but one complex, dynamic and specific entity for each cancer type and subtype.
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33
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Tanaka Y, Koyama K, Horiuchi N, Watanabe K, Kobayashi Y. Relationship between Histological Grade and Histopathological Appearance in Canine Mammary Carcinomas. J Comp Pathol 2020; 179:59-64. [PMID: 32958149 DOI: 10.1016/j.jcpa.2020.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 06/15/2020] [Accepted: 07/14/2020] [Indexed: 10/23/2022]
Abstract
Canine mammary carcinomas are common tumours in female dogs and histopathological examination has an important role in identifying whether they are benign or malignant. The latest and most commonly used histological grading system was established by Peña et al. (2013) and is based on the extent of tubule formation, nuclear pleomorphism and number of mitoses. Before the establishment of this grading system, tumour size and classical histological indicators of malignancy such as lymphovascular invasion, infiltration into surrounding tissue, necrosis and presence of a micropapillary pattern were important predictors of biological behaviour. However, the system of Peña et al. does not consider tumour size or these histological features. Clarifying the association of these features and histological grade, especially in grade II and III carcinomas, is important. In this study, we confirmed that the system of Peña et al. is effective for predicting biological behaviour and that evaluation of histological features of malignancy reinforced histological grade, as determined by the system of Peña et al., especially in grade II carcinomas.
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Affiliation(s)
- Y Tanaka
- Department of Veterinary Medicine, Obihiro University of Agriculture and Veterinary Medicine, Hokkaido, Japan
| | - K Koyama
- Department of Veterinary Medicine, Obihiro University of Agriculture and Veterinary Medicine, Hokkaido, Japan
| | - N Horiuchi
- Department of Veterinary Medicine, Obihiro University of Agriculture and Veterinary Medicine, Hokkaido, Japan
| | - K Watanabe
- Department of Veterinary Medicine, Obihiro University of Agriculture and Veterinary Medicine, Hokkaido, Japan
| | - Y Kobayashi
- Department of Veterinary Medicine, Obihiro University of Agriculture and Veterinary Medicine, Hokkaido, Japan.
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Sammarco A, Finesso G, Zanetti R, Ferro S, Rasotto R, Caliari D, Goldschmidt MH, Orvieto E, Castagnaro M, Cavicchioli L, Zappulli V. Biphasic Feline Mammary Carcinomas Including Carcinoma and Malignant Myoepithelioma. Vet Pathol 2020; 57:377-387. [PMID: 32100640 DOI: 10.1177/0300985820908792] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Feline mammary tumors are usually malignant and aggressive carcinomas. Most cases are simple monophasic carcinomas (1 epithelial population), and additional phenotyping is usually not needed. In this study, we describe 10 malignant mammary tumors from 9 female cats that had unusual histomorphology: they appeared biphasic, with 2 distinct cell populations. Initially, they were morphologically diagnosed as either carcinosarcoma (1/10) or malignant pleomorphic tumor (9/10) of the mammary gland, as the latter did not match any previously described histological subtype. Immunohistochemistry (IHC) was performed for pancytokeratin, cytokeratins 8 and 18, cytokeratin 14, cytokeratins 5 and 6, vimentin, p63, calponin, alpha-smooth muscle actin, Ki-67, ERBB2, estrogen receptor alpha, and progesterone receptor. In 7 of 10 cases, the biphasic nature was confirmed and, on the basis of the IHC results, they were classified as carcinoma and malignant myoepithelioma (4/10), ductal carcinoma (1/10), and carcinosarcoma (2/10). The other 3 of 10 cases were monophasic based on IHC. In the cases of carcinoma and malignant myoepithelioma, the malignant myoepithelial cells were 100% positive for vimentin (4/4) and variably positive for p63, calponin, and cytokeratins (4/4). These findings show that, although rare, biphasic mammary carcinomas do occur in cats. In dogs and humans, tumors composed of malignant epithelial and myoepithelial cells have a less aggressive behavior than certain simple carcinomas, and therefore, their identification might also be clinically significant in the cat.
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Affiliation(s)
- Alessandro Sammarco
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
| | - Giovanni Finesso
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Rossella Zanetti
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
| | - Silvia Ferro
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
| | | | | | - Michael H Goldschmidt
- Laboratory of Pathology and Toxicology, Department of Pathobiology, University of Pennsylvania, School of Veterinary Medicine, Philadelphia, PA, USA
| | - Enrico Orvieto
- Pathology Department ULSS5 Polesana, Viale Tre Martiri, Rovigo, Italy
| | - Massimo Castagnaro
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
| | - Laura Cavicchioli
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
| | - Valentina Zappulli
- Department of Comparative Biomedicine and Food Science, University of Padua, Viale dell'Università, Legnaro, Padua, Italy
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Wang L, Xu C, Liu X, Yang Y, Cao L, Xiang G, Liu F, Wang S, Liu J, Meng Q, Jiao J, Niu Y. TGF-β1 stimulates epithelial-mesenchymal transition and cancer-associated myoepithelial cell during the progression from in situ to invasive breast cancer. Cancer Cell Int 2019; 19:343. [PMID: 31889895 PMCID: PMC6923856 DOI: 10.1186/s12935-019-1068-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 12/12/2019] [Indexed: 12/28/2022] Open
Abstract
Background The progression of ductal carcinoma in situ (DCIS) into invasive ductal carcinoma (IDC) is prevented by normal breast myoepithelial cells. Studies have suggested that EMT-associated genes were enriched in IDC in contrast to DCIS. This paper explored the relationship and potential mechanism between myoepithelial cells and EMT-associated genes in facilitating the transformation from DCIS to breast cancer. Methods EMT markers and myoepithelial phenotypic markers in IDC, DCIS, and healthy breast tissue were characterized using immunohistochemical assay. Both in vivo and in vitro models were created to mimic the various cell–cell interactions in the development of invasive breast cancer. Results We found that EMT markers were more abundant in invasive carcinomas than DCIS and adjacent normal breast tissue. Meanwhile, TGF-β1 regulated the morphology of MCF-7 (epithelial cells substitute) migration and EMT markers during the transformation from DCIS to invasive breast cancer. Additionally, TGF-β1 also regulated invasion, migration and cytokines secretion of MDA-MB-231 (myoepithelial cells substitute) and epithelial cells when co-cultured with MCF-7 both in vitro and in vivo. Conclusions In conclusion, these findings demonstrated that both EMT phenotypes and cancer-associated myoepithelial cells may have an impact on the development of invasive breast cancer.
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Affiliation(s)
- Li Wang
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,2The Second Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Cong Xu
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Xia Liu
- 5Department of Oncology, General Hospital of Tianjin Medical University, 154 Anshan Road, Heping District, Tianjin, 300052 China
| | - Yang Yang
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Lu Cao
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Guomin Xiang
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Fang Liu
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Shuling Wang
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,4Department of Breast Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Jing Liu
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Qingxiang Meng
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Jiao Jiao
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
| | - Yun Niu
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, West Huanhu Road, Ti Yuan Bei, Hexi District, Tianjin, 300060 China.,3Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060 China
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36
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Degner S, Schoon HA, Degner S, Baudis M, Schandelmaier C, Aupperle-Lellbach H, Schöniger S. Expression of Myoepithelial Markers in Mammary Carcinomas of 119 Pet Rabbits. Animals (Basel) 2019; 9:ani9100740. [PMID: 31569405 PMCID: PMC6826665 DOI: 10.3390/ani9100740] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 09/23/2019] [Accepted: 09/26/2019] [Indexed: 01/15/2023] Open
Abstract
Simple Summary Mammary cancer is a serious health issue in pet rabbits; prognostic factors are unknown. In a normal mammary gland, glandular secretory cells are surrounded by a single continuous layer of myoepithelial cells. In non-invasive mammary carcinomas, tumor cells are delineated by an intact myoepithelial layer, which is gradually lost to invasive carcinomas. The main aim of this study was to determine in rabbit mammary carcinomas (n = 119) the expression of myoepithelial markers that have prognostic significance in human cancer. Results show that all cases contained some retained myoepithelial cells. In 93% of the tumors, neoplastic cells expressed the myoepithelial marker calponin. There was a statistically significant association between higher percentages of calponin-containing cancer cells and histological features indicative of a better tumor differentiation, i.e., a lower proliferation of tumor cells, an increased percentage of tubular growth within the tumor, and a lower tumor grade, respectively. These results suggest that rabbit mammary carcinomas develop from progression of non-invasive cancer forms, and that calponin expression in cancer cells likely represents a favorable prognostic factor. The latter hypothesis has to be confirmed in long-term follow-up studies. Abstract Most mammary tumors in pet rabbits are carcinomas; prognostic factors are unknown. The aim of this study on rabbit mammary carcinomas was to determine the expression of myoepithelial markers that have a prognostic relevance in human cancers. Mammary carcinomas (n = 119) of female or female-spayed pet rabbits were immunostained for cytokeratin AE1/AE3, vimentin, smooth muscle actin (SMA), and calponin; and percentages of non-neoplastic myoepithelial cells (ME cells) and calponin-positive neoplastic cells were determined. Using statistical analysis, data were correlated with the age of the rabbits and histological tumor characteristics. All carcinomas contained retained spindle-shaped ME, while 115 also contained hypertrophic ME (HME). A statistically significant relationship existed between a higher age and an increase in HME. In 111 carcinomas (93%), tumor cells expressed calponin. There was a significant correlation between higher percentages of calponin-positive tumor cells and a lower mitotic count, an increased percentage of tubular growth, and a lower grading score, respectively. Data suggest that pet rabbit mammary carcinomas develop from progression of in situ cancer and that the extent of calponin expression in tumor cells influences their biological behavior. These results provide the basis for a long-term follow-up on the prognostic significance of calponin expression in mammary cancer cells.
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Affiliation(s)
- Sophie Degner
- Institute of Veterinary Pathology, University of Leipzig, 04109 Leipzig, Germany.
| | - Heinz-Adolf Schoon
- Institute of Veterinary Pathology, University of Leipzig, 04109 Leipzig, Germany.
| | | | - Mathias Baudis
- Veterinary Practice Ralf Bischoff, 49328 Melle-Markendorf, Germany.
| | - Claudia Schandelmaier
- Laboklin GmbH & Co. KG, Laboratory for clinical diagnostics, 97688 Bad Kissingen, Germany.
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37
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Brock EJ, Ji K, Shah S, Mattingly RR, Sloane BF. In Vitro Models for Studying Invasive Transitions of Ductal Carcinoma In Situ. J Mammary Gland Biol Neoplasia 2019; 24:1-15. [PMID: 30056557 PMCID: PMC6641861 DOI: 10.1007/s10911-018-9405-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 07/13/2018] [Indexed: 12/11/2022] Open
Abstract
About one fourth of all newly identified cases of breast carcinoma are diagnoses of breast ductal carcinoma in situ (DCIS). Since we cannot yet distinguish DCIS cases that would remain indolent from those that may progress to life-threatening invasive ductal carcinoma (IDC), almost all women undergo aggressive treatment. In order to allow for more rational individualized treatment, we and others are developing in vitro models to identify and validate druggable pathways that mediate the transition of DCIS to IDC. These models range from conventional two-dimensional (2D) monolayer cultures on plastic to 3D cultures in natural or synthetic matrices. Some models consist solely of DCIS cells, either cell lines or primary cells. Others are co-cultures that include additional cell types present in the normal or cancerous human breast. The 3D co-culture models more accurately mimic structural and functional changes in breast architecture that accompany the transition of DCIS to IDC. Mechanistic studies of the dynamic and temporal changes associated with this transition are facilitated by adapting the in vitro models to engineered microfluidic platforms. Ultimately, the goal is to create in vitro models that can serve as a reproducible preclinical screen for testing therapeutic strategies that will reduce progression of DCIS to IDC. This review will discuss the in vitro models that are currently available, as well as the progress that has been made using them to understand DCIS pathobiology.
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MESH Headings
- Breast/pathology
- Breast Neoplasms/drug therapy
- Breast Neoplasms/pathology
- Carcinoma, Ductal, Breast/drug therapy
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Intraductal, Noninfiltrating/drug therapy
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Cell Line, Tumor
- Coculture Techniques/methods
- Drug Screening Assays, Antitumor/methods
- Female
- Humans
- Neoplasm Invasiveness/pathology
- Neoplasm Invasiveness/prevention & control
- Primary Cell Culture/methods
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Affiliation(s)
- Ethan J Brock
- Program in Cancer Biology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Kyungmin Ji
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Seema Shah
- Program in Cancer Biology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Raymond R Mattingly
- Program in Cancer Biology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Bonnie F Sloane
- Program in Cancer Biology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Department of Pharmacology, Wayne State University, 540 E. Canfield, Detroit, MI, 48201, USA.
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38
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Jiao X, Li Z, Wang M, Katiyar S, Di Sante G, Farshchian M, South AP, Cocola C, Colombo D, Reinbold R, Zucchi I, Wu K, Tabas I, Spike BT, Pestell RG. Dachshund Depletion Disrupts Mammary Gland Development and Diverts the Composition of the Mammary Gland Progenitor Pool. Stem Cell Reports 2018; 12:135-151. [PMID: 30554919 PMCID: PMC6335505 DOI: 10.1016/j.stemcr.2018.11.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Revised: 11/14/2018] [Accepted: 11/14/2018] [Indexed: 12/31/2022] Open
Abstract
DACH1 abundance is reduced in human malignancies, including breast cancer. Herein DACH1 was detected among multipotent fetal mammary stem cells in the embryo, among mixed lineage precursors, and in adult basal cells and (ERα+) luminal progenitors. Dach1 gene deletion at 6 weeks in transgenic mice reduced ductal branching, reduced the proportion of mammary basal cells (Lin− CD24med CD29high) and reduced abundance of basal cytokeratin 5, whereas DACH1 overexpression induced ductal branching, increased Gata3 and Notch1, and expanded mammosphere formation in LA-7 breast cells. Mammary gland-transforming growth factor β (TGF-β) activity, known to reduce ductal branching and to reduce the basal cell population, increased upon Dach1 deletion, associated with increased SMAD phosphorylation. Association of the scaffold protein Smad anchor for receptor activation with Smad2/3, which facilitates TGF-β activation, was reduced by endogenous DACH1. DACH1 increases basal cells, enhances ductal formation and restrains TGF-β activity in vivo. Dach1 is expressed in mammary gland fetal stem cells and adult luminal cells Dach1 expands mammary gland basal/myoepithelial cells Dach1 induces post-natal mammary gland ductal formation Dach1 retrains TGF-β activity in the mammary gland in vivo
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Affiliation(s)
- Xuanmao Jiao
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Zhiping Li
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Min Wang
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Sanjay Katiyar
- Department of Cancer Biology, Thomas Jefferson University, Bluemle Life Sciences Building, 233 South 10(th) Street, Philadelphia, PA 19107, USA
| | - Gabriele Di Sante
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Mehdi Farshchian
- Department of Dermatology and Cutaneous Biology, Thomas Jefferson University, Bluemle Life Sciences Building, 233 South 10(th) Street, Philadelphia, PA 19107, USA
| | - Andrew P South
- Department of Dermatology and Cutaneous Biology, Thomas Jefferson University, Bluemle Life Sciences Building, 233 South 10(th) Street, Philadelphia, PA 19107, USA
| | - Cinzia Cocola
- Istituto Tecnologie Biomediche, Consiglio Nazionale Delle Ricerche, Via Cervi 93, Segrate, 20090 Milano, Italy
| | - Daniele Colombo
- Istituto Tecnologie Biomediche, Consiglio Nazionale Delle Ricerche, Via Cervi 93, Segrate, 20090 Milano, Italy
| | - Rolland Reinbold
- Istituto Tecnologie Biomediche, Consiglio Nazionale Delle Ricerche, Via Cervi 93, Segrate, 20090 Milano, Italy
| | - Ileana Zucchi
- Istituto Tecnologie Biomediche, Consiglio Nazionale Delle Ricerche, Via Cervi 93, Segrate, 20090 Milano, Italy
| | - Kongming Wu
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China
| | - Ira Tabas
- Department of Medicine, Columbia University Irving Medical Center, New York, NY 10032, USA; Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032, USA; Department of Physiology and Cellular Biophysics, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Benjamin T Spike
- Huntsman Cancer Institute, Department of Oncological Sciences, University of Utah, 2000 Circle of Hope, Room 2505, Salt Lake City, UT 84112, USA
| | - Richard G Pestell
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, 3805 Old Easton Road, Doylestown, PA 18902, USA; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 637551, Singapore.
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39
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Nelson AC, Machado HL, Schwertfeger KL. Breaking through to the Other Side: Microenvironment Contributions to DCIS Initiation and Progression. J Mammary Gland Biol Neoplasia 2018; 23:207-221. [PMID: 30168075 PMCID: PMC6237657 DOI: 10.1007/s10911-018-9409-z] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 08/22/2018] [Indexed: 01/08/2023] Open
Abstract
Refinements in early detection, surgical and radiation therapy, and hormone receptor-targeted treatments have improved the survival rates for breast cancer patients. However, the ability to reliably identify which non-invasive lesions and localized tumors have the ability to progress and/or metastasize remains a major unmet need in the field. The current diagnostic and therapeutic strategies focus on intrinsic alterations within carcinoma cells that are closely associated with proliferation. However, substantial accumulating evidence has indicated that permissive changes in the stromal tissues surrounding the carcinoma play an integral role in breast cancer tumor initiation and progression. Numerous studies have suggested that the stromal environment surrounding ductal carcinoma in situ (DCIS) lesions actively contributes to enhancing tumor cell invasion and immune escape. This review will describe the current state of knowledge regarding the mechanisms through which the microenvironment interacts with DCIS lesions focusing on recent studies that describe the contributions of myoepithelial cells, fibroblasts and immune cells to invasion and subsequent progression. These mechanisms will be considered in the context of developing biomarkers for identifying lesions that will progress to invasive carcinoma and/or developing approaches for therapeutic intervention.
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Affiliation(s)
- Andrew C Nelson
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, 2231 6th St SE, Minneapolis, MN, 55455, USA
| | - Heather L Machado
- Department of Biochemistry and Molecular Biology, Tulane Cancer Center, Tulane University School of Medicine, New Orleans, LA, USA
| | - Kathryn L Schwertfeger
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA.
- Masonic Cancer Center, University of Minnesota, 2231 6th St SE, Minneapolis, MN, 55455, USA.
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.
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40
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Hartmann K, Schlombs K, Laible M, Gürtler C, Schmidt M, Sahin U, Lehr HA. Robustness of biomarker determination in breast cancer by RT-qPCR: impact of tumor cell content, DCIS and non-neoplastic breast tissue. Diagn Pathol 2018; 13:83. [PMID: 30342538 PMCID: PMC6195967 DOI: 10.1186/s13000-018-0760-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 10/10/2018] [Indexed: 12/21/2022] Open
Abstract
Background Tissue heterogeneity in formalin-fixed paraffin-embedded (FFPE) breast cancer specimens may affect the accuracy of reverse transcription quantitative real-time PCR (RT-qPCR). Herein, we tested the impact of tissue heterogeneity of breast cancer specimen on the RT-qPCR-based gene expression assay MammaTyper®. Methods MammaTyper® quantifies the mRNA expression of the four biomarkers ERBB2, ESR1, PGR, and MKI67. Based on pre-defined cut-off values, this molecular in vitro diagnostic assay permits binary marker classification and determination of breast cancer subtypes as defined by St Gallen 2013. In this study, we compared data from whole FFPE sections with data obtained in paired RNA samples after enrichment for invasive carcinoma via macro- or laser-capture micro-dissection. Results Compared to whole sections, removal of surrounding adipose tissue by macrodissection generated mean absolute 40-ddCq differences of 0.28–0.32 cycles for all four markers, with ≥90% concordant binary classifications. The mean raw marker Cq values in the adipose tissue were delayed by 6 to 7 cycles compared with the tumor-enriched sections, adding a trivial linear fold change of 1.0078 to 1.0156. Comparison of specimens enriched for invasive tumor with whole sections with as few as 20% tumor cell content resulted in mean absolute differences that remained on average below 0.59 Cq. The mean absolute difference between whole sections containing up to 60% ductal carcinoma in situ (DCIS) and specimens after dissection of DCIS was only 0.16–0.25 cycles, although there was a tendency for higher gene expression in DCIS. Observed variations were related to small size of samples and proximity of values to the limit of detection. Conclusion Expression of ESR1, PGR, ERBB2 and MKI67 by MammaTyper® is robust in clinical FFPE samples. Assay performance was unaffected by adipose tissue and was stable in samples with as few as 20% tumor cell content and up to 60% DCIS. Electronic supplementary material The online version of this article (10.1186/s13000-018-0760-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kerstin Hartmann
- BioNTech Diagnostics GmbH, An der Goldgrube 12, 55131, Mainz, Germany.
| | - Kornelia Schlombs
- BioNTech Diagnostics GmbH, An der Goldgrube 12, 55131, Mainz, Germany
| | - Mark Laible
- BioNTech Diagnostics GmbH, An der Goldgrube 12, 55131, Mainz, Germany
| | - Claudia Gürtler
- BioNTech Diagnostics GmbH, An der Goldgrube 12, 55131, Mainz, Germany
| | - Marcus Schmidt
- Department of Obstetrics and Gynecology, Johannes Gutenberg University, Langenbeckstraße 1, 55131, Mainz, Germany
| | - Ugur Sahin
- BioNTech AG, An der Goldgrube 12, 55131, Mainz, Germany
| | - Hans-Anton Lehr
- Institute of Pathology, Medizin Campus Bodensee, Röntgenstraße 2, 88048, Friedrichshafen, Germany
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41
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Differentiation-state plasticity is a targetable resistance mechanism in basal-like breast cancer. Nat Commun 2018; 9:3815. [PMID: 30232459 PMCID: PMC6145927 DOI: 10.1038/s41467-018-05729-w] [Citation(s) in RCA: 123] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 07/24/2018] [Indexed: 01/03/2023] Open
Abstract
Intratumoral heterogeneity in cancers arises from genomic instability and epigenomic plasticity and is associated with resistance to cytotoxic and targeted therapies. We show here that cell-state heterogeneity, defined by differentiation-state marker expression, is high in triple-negative and basal-like breast cancer subtypes, and that drug tolerant persister (DTP) cell populations with altered marker expression emerge during treatment with a wide range of pathway-targeted therapeutic compounds. We show that MEK and PI3K/mTOR inhibitor-driven DTP states arise through distinct cell-state transitions rather than by Darwinian selection of preexisting subpopulations, and that these transitions involve dynamic remodeling of open chromatin architecture. Increased activity of many chromatin modifier enzymes, including BRD4, is observed in DTP cells. Co-treatment with the PI3K/mTOR inhibitor BEZ235 and the BET inhibitor JQ1 prevents changes to the open chromatin architecture, inhibits the acquisition of a DTP state, and results in robust cell death in vitro and xenograft regression in vivo. Resistance to therapy can be driven by intratumoral heterogeneity. Here, the authors show that drug tolerant persistent cell populations emerge during treatment, and these emergent populations arise through epigenetically mediated cell state transitions rather than sub population selection.
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42
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Rijal G, Li W. Native-mimicking in vitro microenvironment: an elusive and seductive future for tumor modeling and tissue engineering. J Biol Eng 2018; 12:20. [PMID: 30220913 PMCID: PMC6136168 DOI: 10.1186/s13036-018-0114-7] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 08/30/2018] [Indexed: 12/15/2022] Open
Abstract
Human connective tissues are complex physiological microenvironments favorable for optimal survival, function, growth, proliferation, differentiation, migration, and death of tissue cells. Mimicking native tissue microenvironment using various three-dimensional (3D) tissue culture systems in vitro has been explored for decades, with great advances being achieved recently at material, design and application levels. These achievements are based on improved understandings about the functionalities of various tissue cells, the biocompatibility and biodegradability of scaffolding materials, the biologically functional factors within native tissues, and the pathophysiological conditions of native tissue microenvironments. Here we discuss these continuously evolving physical aspects of tissue microenvironment important for human disease modeling, with a focus on tumors, as well as for tissue repair and regeneration. The combined information about human tissue spaces reflects the necessities of considerations when configuring spatial microenvironments in vitro with native fidelity to culture cells and regenerate tissues that are beyond the formats of 2D and 3D cultures. It is important to associate tissue-specific cells with specific tissues and microenvironments therein for a better understanding of human biology and disease conditions and for the development of novel approaches to treat human diseases.
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Affiliation(s)
- Girdhari Rijal
- Department of Biomedical Sciences, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99210 USA
| | - Weimin Li
- Department of Biomedical Sciences, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99210 USA
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43
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Ghosh A, Sarkar S, Banerjee S, Behbod F, Tawfik O, McGregor D, Graff S, Banerjee SK. MIND model for triple-negative breast cancer in syngeneic mice for quick and sequential progression analysis of lung metastasis. PLoS One 2018; 13:e0198143. [PMID: 29813119 PMCID: PMC5973560 DOI: 10.1371/journal.pone.0198143] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 05/14/2018] [Indexed: 12/25/2022] Open
Abstract
Mouse models of breast cancer with specific molecular subtypes (e.g., ER or HER2 positive) in an immunocompetent or an immunocompromised environment significantly contribute to our understanding of cancer biology, despite some limitations, and they give insight into targeted therapies. However, an ideal triple-negative breast cancer (TNBC) mouse model is lacking. What has been missing in the TNBC mouse model is a sequential progression of the disease in an essential native microenvironment. This notion inspired us to develop a TNBC-model in syngeneic mice using a mammary intraductal (MIND) method. To achieve this goal, Mvt-1and 4T1 TNBC mouse cell lines were injected into the mammary ducts via nipples of FVB/N mice and BALB/c wild-type immunocompetent mice, respectively. We established that the TNBC-MIND model in syngeneic mice could epitomize all breast cancer progression stages and metastasis into the lungs via lymphatic or hematogenous dissemination within four weeks. Collectively, the syngeneic mouse-TNBC-MIND model may serve as a unique platform for further investigation of the underlying mechanisms of TNBC growth and therapies.
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Affiliation(s)
- Arnab Ghosh
- Cancer Research Unit, VA Medical Center, Kansas City, Missouri, United States of America
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, Kansas, United States of America
| | - Sandipto Sarkar
- Cancer Research Unit, VA Medical Center, Kansas City, Missouri, United States of America
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, Kansas, United States of America
| | - Snigdha Banerjee
- Cancer Research Unit, VA Medical Center, Kansas City, Missouri, United States of America
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, United States of America
| | - Fariba Behbod
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, United States of America
| | - Ossama Tawfik
- Saint Luke’s Hospital of Kansas City, Kansas City, Missouri, United States of America
| | - Douglas McGregor
- Cancer Research Unit, VA Medical Center, Kansas City, Missouri, United States of America
- Pathology Department, VA Medical Center, Kansas City, Missouri, United States of America
| | - Stephanie Graff
- Cancer Research Unit, VA Medical Center, Kansas City, Missouri, United States of America
- Sarah Cannon Cancer Center at HCA Midwest Health, Overland Park, Kansas, United States of America
| | - Sushanta K. Banerjee
- Cancer Research Unit, VA Medical Center, Kansas City, Missouri, United States of America
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, Kansas, United States of America
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, United States of America
- * E-mail: ,
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44
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Gray E, Mitchell E, Jindal S, Schedin P, Chang YH. A METHOD FOR QUANTIFICATION OF CALPONIN EXPRESSION IN MYOEPITHELIAL CELLS IN IMMUNOHISTOCHEMICAL IMAGES OF DUCTAL CARCINOMA IN SITU. PROCEEDINGS. IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING 2018; 2018:796-799. [PMID: 30364524 PMCID: PMC6196724 DOI: 10.1109/isbi.2018.8363692] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Ductal carcinoma in situ (DCIS) is breast cancer confined within mammary ducts, surrounded by an intact myoepithelial cell layer that prevents local invasion. A DCIS diagnosis confers increased lifetime risk of developing invasive breast cancer (IBC) and results in surgical excision with radiation, and possibly endocrine- or chemo-therapy. DCIS is known to be over treated, with associated co-morbidities. Biomarkers are needed that delineate patients at low risk of DCIS progression from patients requiring more aggressive treatment. Investigating the role of myoepithelial cell differentiation in barrier function is anticipated to provide insight into DCIS progression and delineate between low and high risk lesions. Here, we develop a high throughput technique to assess loss of myoepithelial differentiation markers. This method facilitates automated analysis of a clinically relevant histopathologic feature, as demonstrated by a high correlation with pathologist annotation (r = 0.959), and further, contributes analytical foundations to a multiplexed immunohistochemistry (IHC) approach.
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Affiliation(s)
- Elliot Gray
- Department of Biomedical Engineering and Computational Biology Program
| | - Elizabeth Mitchell
- Department of Cell, Developmental and Cancer Biology Oregon Health & Science University
| | - Sonali Jindal
- Department of Cell, Developmental and Cancer Biology Oregon Health & Science University
| | - Pepper Schedin
- Department of Cell, Developmental and Cancer Biology Oregon Health & Science University
| | - Young Hwan Chang
- Department of Biomedical Engineering and Computational Biology Program
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45
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Prognostic Value of P63, Maspin, and MMP-2 Expression in Salivary Gland Adenoid Cystic Carcinoma. INTERNATIONAL JOURNAL OF CANCER MANAGEMENT 2018. [DOI: 10.5812/ijcm.7564] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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46
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Yodsurang V, Tanikawa C, Miyamoto T, Lo PHY, Hirata M, Matsuda K. Identification of a novel p53 target, COL17A1, that inhibits breast cancer cell migration and invasion. Oncotarget 2017; 8:55790-55803. [PMID: 28915553 PMCID: PMC5593524 DOI: 10.18632/oncotarget.18433] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 05/29/2017] [Indexed: 12/23/2022] Open
Abstract
p53 mutation is a marker of poor prognosis in breast cancers. To identify downstream targets of p53, we screened two transcriptome datasets, including cDNA microarrays of MCF10A breast epithelial cells with wild-type p53 or p53-null background, and RNA sequence analysis of breast invasive carcinoma. Here, we unveil ten novel p53 target candidates that are up-regulated after the induction of p53 in wild-type cells. Their expressions are also high in breast invasive carcinoma tissues with wild-type p53. The GO analysis identified epidermis development and ectoderm development, which COL17A1 participates, as significantly up-regulated by wild-type p53. The COL17A1 expressions increased in a p53-dependent manner in human breast cells and mouse mammary tissues. Reporter assay and ChIP assay identified intronic p53-binding sequences in the COL17A1 gene. The MDA-MB-231 cells that genetically over-express COL17A1 gene product exhibited reduced migration and invasion in vitro. Similarly, COL17A1 expression was decreased in metastatic tumors compared to primary tumors and normal tissues, even from the same patients. Moreover, high COL17A1 expression was associated with longer survival of patients with invasive breast carcinoma. In conclusion, we revealed that COL17A1 is a novel p53 transcriptional target in breast tissues that inhibits cell migration and invasion and is associated with better prognosis.
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Affiliation(s)
- Varalee Yodsurang
- Laboratory of Clinical Genome Sequencing, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Minato, Tokyo, Japan
| | - Chizu Tanikawa
- Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Takafumi Miyamoto
- Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Paulisally Hau Yi Lo
- Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Makoto Hirata
- Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Koichi Matsuda
- Laboratory of Clinical Genome Sequencing, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Minato, Tokyo, Japan.,Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
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47
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Bernardo MM, Dzinic SH, Matta MJ, Dean I, Saker L, Sheng S. The Opportunity of Precision Medicine for Breast Cancer With Context-Sensitive Tumor Suppressor Maspin. J Cell Biochem 2017; 118:1639-1647. [PMID: 28262971 DOI: 10.1002/jcb.25969] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 03/01/2017] [Indexed: 12/12/2022]
Abstract
To improve the precision of molecular diagnosis and to develop and guide targeted therapies of breast cancer, it is essential to determine the mechanisms that underlie the specific tumor phenotypes. To this end, the application of a snapshot of gene expression profile for breast cancer diagnosis and prognosis is fundamentally challenged since the tissue-based data are derived from heterogonous cell types and are not likely to reflect the dynamics of context-dependent tumor progression and drug sensitivity. The intricate network of epithelial differentiation program can be concertedly controlled by tumor suppressor maspin, a homologue of clade B serine protease inhibitors (serpin), through its multifaceted molecular interactions in multiple subcellular localizations. Unlike most other serpins that are expressed in multiple cell types, maspin is epithelial specific and has distinct roles in luminal and myoepithelial cells. Endogenously expressed maspin has been found in the nucleus and cytoplasm, and detected on the surface of cell membrane. It is also secreted free and as an exosomal cargo protein. Research in the field has led to the identification of the maspin targets and maspin-associated molecules, as well as the structural determinants of its suppressive functions. The current review discusses the possibility for maspin to serve as a cell type-specific and context-sensitive marker to improve the precision of breast cancer diagnosis and prognosis. These advancements further suggest a new window of opportunity for designing novel maspin-based chemotherapeutic agents with improved anti-cancer potency. J. Cell. Biochem. 118: 1639-1647, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Margarida M Bernardo
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit 48201, Michigan
| | - Sijana H Dzinic
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit 48201, Michigan
| | - Maria J Matta
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit 48201, Michigan
| | - Ivory Dean
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit 48201, Michigan
| | - Lina Saker
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit 48201, Michigan
| | - Shijie Sheng
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit 48201, Michigan
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48
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Yeong J, Thike AA, Tan PH, Iqbal J. Identifying progression predictors of breast ductal carcinoma in situ. J Clin Pathol 2016; 70:102-108. [PMID: 27864452 DOI: 10.1136/jclinpath-2016-204154] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 10/07/2016] [Indexed: 01/08/2023]
Abstract
Ductal carcinoma in situ (DCIS) refers to neoplastic epithelial cells proliferating within the mammary ducts of the breast, which have not breached the basement membrane nor invaded surrounding tissues. Traditional thinking holds that DCIS represents an early step in a linear progression towards invasive ductal carcinoma (IDC). However, as only approximately half of DCIS cases progress to IDC, important questions around the key determinants of malignant progression need to be answered. Recent studies have revealed that molecular differences between DCIS and IDC cells are not found at the genomic level; instead, altered patterns of gene expression and post-translational regulation lead to distinct transcriptomic and proteomic profiles. Therefore, understanding malignant progression will require a different approach that takes into account the diverse tumour cell extrinsic factors driving changes in tumour cell gene expression necessary for the invasive phenotype. Here, we review the roles of the tumour stroma (including mesenchymal cells, immune cells and the extracellular matrix) and myoepithelial cells in malignant progression and make a case for a more integrated approach to the study and assessment of DCIS and its progression, or lack thereof, to invasive disease.
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Affiliation(s)
- Joe Yeong
- Division of Pathology, Singapore General Hospital, Singapore, Singapore.,Singapore Immunology Network (SIgN), Agency of Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Aye Aye Thike
- Division of Pathology, Singapore General Hospital, Singapore, Singapore
| | - Puay Hoon Tan
- Division of Pathology, Singapore General Hospital, Singapore, Singapore
| | - Jabed Iqbal
- Division of Pathology, Singapore General Hospital, Singapore, Singapore
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49
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Klemmt PAB, Resch E, Smyrek I, Engels K, Stelzer EHK, Starzinski-Powitz A. Alternative exon usage creates novel transcript variants of tumor suppressor SHREW-1 gene with differential tissue expression profile. Biol Open 2016; 5:1607-1619. [PMID: 27870635 PMCID: PMC5155531 DOI: 10.1242/bio.019463] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Shrew-1, also called AJAP1, is a transmembrane protein associated with E-cadherin-mediated adherence junctions and a putative tumor suppressor. Apart from its interaction with β-catenin and involvement in E-cadherin internalization, little structure or function information exists. Here we explored shrew-1 expression during postnatal differentiation of mammary gland as a model system. Immunohistological analyses with antibodies against either the extracellular or the cytoplasmic domains of shrew-1 consistently revealed the expression of full-length shrew-1 in myoepithelial cells, but only part of it in luminal cells. While shrew-1 localization remained unaltered in myoepithelial cells, nuclear localization occurred in luminal cells during lactation. Based on these observations, we identified two unknown shrew-1 transcript variants encoding N-terminally truncated proteins. The smallest shrew-1 protein lacks the extracellular domain and is most likely the only variant present in luminal cells. RNA analyses of human tissues confirmed that the novel transcript variants of shrew-1 exist in vivo and exhibit a differential tissue expression profile. We conclude that our findings are essential for the understanding and interpretation of future functional and interactome analyses of shrew-1 variants. Summary: Transcripts of the tumor suppressor gene SHREW-1 exist in various splice variants in human and mouse encoding proteins with a differential expression and intracellular localization profile.
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Affiliation(s)
- Petra A B Klemmt
- Institute of Cell Biology and Neuroscience, Department of Molecular Cell Biology and Human Genetics, Goethe Universität Frankfurt am Main, Max-von-Laue-Straße 13, Frankfurt am Main D-60438, Germany
| | - Eduard Resch
- Institute of Cell Biology and Neuroscience, Department of Molecular Cell Biology and Human Genetics, Goethe Universität Frankfurt am Main, Max-von-Laue-Straße 13, Frankfurt am Main D-60438, Germany
| | - Isabell Smyrek
- Physical Biology Group, Buchmann Institute for Molecular Life Sciences (BMLS), Goethe Universität Frankfurt am Main, Max-von-Laue-Straße 15, Frankfurt am Main D-60438, Germany
| | - Knut Engels
- Center for Pathology, Cytology and Molecular Pathology, Neuss D-41462, Germany
| | - Ernst H K Stelzer
- Physical Biology Group, Buchmann Institute for Molecular Life Sciences (BMLS), Goethe Universität Frankfurt am Main, Max-von-Laue-Straße 15, Frankfurt am Main D-60438, Germany
| | - Anna Starzinski-Powitz
- Institute of Cell Biology and Neuroscience, Department of Molecular Cell Biology and Human Genetics, Goethe Universität Frankfurt am Main, Max-von-Laue-Straße 13, Frankfurt am Main D-60438, Germany
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50
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LPA receptor activity is basal specific and coincident with early pregnancy and involution during mammary gland postnatal development. Sci Rep 2016; 6:35810. [PMID: 27808166 PMCID: PMC5093903 DOI: 10.1038/srep35810] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 10/06/2016] [Indexed: 01/08/2023] Open
Abstract
During pregnancy, luminal and basal epithelial cells of the adult mammary gland proliferate and differentiate resulting in remodeling of the adult gland. While pathways that control this process have been characterized in the gland as a whole, the contribution of specific cell subtypes, in particular the basal compartment, remains largely unknown. Basal cells provide structural and contractile support, however they also orchestrate the communication between the stroma and the luminal compartment at all developmental stages. Using RNA-seq, we show that basal cells are extraordinarily transcriptionally dynamic throughout pregnancy when compared to luminal cells. We identified gene expression changes that define specific basal functions acquired during development that led to the identification of novel markers. Enrichment analysis of gene sets from 24 mouse models for breast cancer pinpoint to a potential new function for insulin-like growth factor 1 (Igf1r) in the basal epithelium during lactogenesis. We establish that β-catenin signaling is activated in basal cells during early pregnancy, and demonstrate that this activity is mediated by lysophosphatidic acid receptor 3 (Lpar3). These findings identify novel pathways active during functional maturation of the adult mammary gland.
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