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Chang J, Pickard A, Herrera JA, O'Keefe S, Garva R, Hartshorn M, Hoyle A, Dingle L, Knox J, Jowitt TA, Coy M, Wong J, Reid A, Lu Y, Zeltz C, Venkateswaran RV, Caswell PT, High S, Gullberg D, Kadler KE. Endocytic recycling is central to circadian collagen fibrillogenesis and disrupted in fibrosis. eLife 2025; 13:RP95842. [PMID: 39812558 PMCID: PMC11735028 DOI: 10.7554/elife.95842] [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] [Indexed: 01/16/2025] Open
Abstract
Collagen-I fibrillogenesis is crucial to health and development, where dysregulation is a hallmark of fibroproliferative diseases. Here, we show that collagen-I fibril assembly required a functional endocytic system that recycles collagen-I to assemble new fibrils. Endogenous collagen production was not required for fibrillogenesis if exogenous collagen was available, but the circadian-regulated vacuolar protein sorting (VPS) 33b and collagen-binding integrin α11 subunit were crucial to fibrillogenesis. Cells lacking VPS33B secrete soluble collagen-I protomers but were deficient in fibril formation, thus secretion and assembly are separately controlled. Overexpression of VPS33B led to loss of fibril rhythmicity and overabundance of fibrils, which was mediated through integrin α11β1. Endocytic recycling of collagen-I was enhanced in human fibroblasts isolated from idiopathic pulmonary fibrosis, where VPS33B and integrin α11 subunit were overexpressed at the fibrogenic front; this correlation between VPS33B, integrin α11 subunit, and abnormal collagen deposition was also observed in samples from patients with chronic skin wounds. In conclusion, our study showed that circadian-regulated endocytic recycling is central to homeostatic assembly of collagen fibrils and is disrupted in diseases.
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Affiliation(s)
- Joan Chang
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Adam Pickard
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Jeremy A Herrera
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Sarah O'Keefe
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Richa Garva
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Matthew Hartshorn
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Anna Hoyle
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Lewis Dingle
- Blond McIndoe Laboratories, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - John Knox
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Thomas A Jowitt
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Madeleine Coy
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Jason Wong
- Blond McIndoe Laboratories, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Adam Reid
- Blond McIndoe Laboratories, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Yinhui Lu
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Cédric Zeltz
- Department of Biomedicine and Centre for Cancer Biomarkers, Norwegian Center of Excellence, University of BergenBergenNorway
| | - Rajamiyer V Venkateswaran
- Manchester University National Health Service Foundation Trust, Manchester Academic Health Science CentreManchesterUnited Kingdom
| | - Patrick T Caswell
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Stephen High
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
| | - Donald Gullberg
- Department of Biomedicine and Centre for Cancer Biomarkers, Norwegian Center of Excellence, University of BergenBergenNorway
| | - Karl E Kadler
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of ManchesterManchesterUnited Kingdom
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2
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Leask A, Nguyen J, Naik A, Chitturi P, Riser BL. The role of yes activated protein (YAP) in melanoma metastasis. iScience 2024; 27:109864. [PMID: 38770136 PMCID: PMC11103372 DOI: 10.1016/j.isci.2024.109864] [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] [Indexed: 05/22/2024] Open
Abstract
Hippo was first identified in a genetic screen as a protein that suppressed proliferation and cell growth. Subsequently, it was shown that hippo acted in a so-called canonical cascade to suppress Yorkie, the Drosophila equivalent of Yes-activated protein (YAP), a mechanosensitive transcriptional cofactor that enhances the activity of the TEAD family of transcription factors. YAP promotes fibrosis, activation of cancer-associated fibroblasts, angiogenesis and cancer cell invasion. YAP activates the expression of the matricellular proteins CCN1 (cyr61) and CCN2 (ctgf), themselves mediators of fibrogenesis and oncogenesis, and coordination of matrix deposition and angiogenesis. This review discusses how therapeutically targeting YAP through YAP inhibitors verteporfin and celastrol and its downstream mediators CCN1 and CCN2 might be useful in treating melanoma.
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Affiliation(s)
- Andrew Leask
- College of Dentistry, University of Saskatchewan, 105 Wiggins Road, Saskatoon, SK S7N 5E4, Canada
| | - John Nguyen
- College of Dentistry, University of Saskatchewan, 105 Wiggins Road, Saskatoon, SK S7N 5E4, Canada
| | - Angha Naik
- College of Dentistry, University of Saskatchewan, 105 Wiggins Road, Saskatoon, SK S7N 5E4, Canada
| | - Pratyusha Chitturi
- College of Dentistry, University of Saskatchewan, 105 Wiggins Road, Saskatoon, SK S7N 5E4, Canada
| | - Bruce L. Riser
- Department of Physiology & Biophysics, Center for Cancer Cell Biology, Immunology & Infection, Rosalind Franklin University, 3333 N. Green Bay Road, Chicago, IL 60064, USA
- BLR Bio, LLC, Kenosha, WI 53140, USA
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3
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Pickard A, Garva R, Adamson A, Calverley BC, Hoyle A, Hayward CE, Spiller D, Lu Y, Hodson N, Mandolfo O, Kim KK, Bou-Gharios G, Swift J, Bigger B, Kadler KE. Collagen fibril formation at the plasma membrane occurs independently from collagen secretion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.09.593302. [PMID: 38766096 PMCID: PMC11100796 DOI: 10.1101/2024.05.09.593302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Collagen fibrils are the primary supporting scaffold of vertebrate tissues but how they are assembled is unclear. Here, using CRISPR-tagging of type I collagen and SILAC labelling, we elucidate the cellular mechanism for the spatiotemporal assembly of collagen fibrils, in cultured fibroblasts. Our findings reveal multifaceted trafficking of collagen, including constitutive secretion, intracellular pooling, and plasma membrane-directed fibrillogenesis. Notably, we differentiate the processes of collagen secretion and fibril assembly and identify the crucial involvement of endocytosis in regulating fibril formation. By employing Col1a1 knockout fibroblasts we demonstrate the incorporation of exogenous collagen into nucleation sites at the plasma membrane through these recycling mechanisms. Our study sheds light on the assembly process and its regulation in health and disease. Mass spectrometry data are available via ProteomeXchange with identifier PXD036794.
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Xu J, Choi R, Gupta K, Warren HR, Santhanam L, Pluznick JL. An evolutionarily conserved olfactory receptor is required for sex differences in blood pressure. SCIENCE ADVANCES 2024; 10:eadk1487. [PMID: 38507492 PMCID: PMC10954203 DOI: 10.1126/sciadv.adk1487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 02/13/2024] [Indexed: 03/22/2024]
Abstract
Sex differences in blood pressure are well-established, with premenopausal women having lower blood pressure than men by ~10 millimeters of mercury; however, the underlying mechanisms are not fully understood. We report here that sex differences in blood pressure are absent in olfactory receptor 558 knockout (KO) mice. Olfr558 localizes to renin-positive cells in the kidney and to vascular smooth muscle cells. Female KOs exhibit increased blood pressure and increased pulse wave velocity. In contrast, male KO mice have decreased renin expression and activity, altered vascular reactivity, and decreased diastolic pressure. A rare OR51E1 (human ortholog) missense variant has a statistically significant sex interaction effect with diastolic blood pressure, increasing diastolic blood pressure in women but decreasing it in men. In summary, our findings demonstrate an evolutionarily conserved role for OLFR558/OR51E1 to mediate sex differences in blood pressure.
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Affiliation(s)
- Jiaojiao Xu
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rira Choi
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kunal Gupta
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Helen R. Warren
- Centre of Clinical Pharmacology & Precision Medicine, William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- NIHR Barts Cardiovascular Biomedical Research Centre, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Lakshmi Santhanam
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jennifer L. Pluznick
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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5
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Mao A, Zhang K, Kan H, Gao M, Wang Z, Zhou T, Shao J, He D. Single-Cell RNA-Seq Reveals Coronary Heterogeneity and Identifies CD133 +TRPV4 high Endothelial Subpopulation in Regulating Flow-Induced Vascular Tone in Mice. Arterioscler Thromb Vasc Biol 2024; 44:653-665. [PMID: 38269590 PMCID: PMC10880935 DOI: 10.1161/atvbaha.123.319516] [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: 04/27/2023] [Accepted: 01/10/2024] [Indexed: 01/26/2024]
Abstract
BACKGROUND Single-cell RNA-Seq analysis can determine the heterogeneity of cells between different tissues at a single-cell level. Coronary artery endothelial cells (ECs) are important to coronary blood flow. However, little is known about the heterogeneity of coronary artery ECs, and cellular identity responses to flow. Identifying endothelial subpopulations will contribute to the precise localization of vascular endothelial subpopulations, thus enabling the precision of vascular injury treatment. METHODS Here, we performed a single-cell RNA sequencing of 31 962 cells and functional assays of 3 branches of the coronary arteries (right coronary artery/circumflex left coronary artery/anterior descending left coronary artery) in wild-type mice. RESULTS We found a compendium of 7 distinct cell types in mouse coronary arteries, mainly ECs, granulocytes, cardiac myocytes, smooth muscle cells, lymphocytes, myeloid cells, and fibroblast cells, and showed spatial heterogeneity between arterial branches. Furthermore, we revealed a subpopulation of coronary artery ECs, CD133+TRPV4high ECs. TRPV4 (transient receptor potential vanilloid 4) in CD133+TRPV4high ECs is important for regulating vasodilation and coronary blood flow. CONCLUSIONS Our study elucidates the nature and range of coronary arterial cell diversity and highlights the importance of coronary CD133+TRPV4high ECs in regulating coronary vascular tone.
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Affiliation(s)
- Aiqin Mao
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
- School of Food Science and Technology (A.M., D.H.), Jiangnan University, China
| | - Ka Zhang
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
| | - Hao Kan
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
| | - Mengru Gao
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
| | - Zhiwei Wang
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
| | - Tingting Zhou
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
| | - Jing Shao
- Wuxi School of Medicine (A.M., K.Z., H.K., M.G., Z.W., T.Z., J.S.), Jiangnan University, China
| | - Dongxu He
- School of Food Science and Technology (A.M., D.H.), Jiangnan University, China
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6
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Hutchenreuther J, Nguyen J, Quesnel K, Vincent KM, Petitjean L, Bourgeois S, Boyd M, Bou-Gharios G, Postovit LM, Leask A. Cancer-associated Fibroblast-specific Expression of the Matricellular Protein CCN1 Coordinates Neovascularization and Stroma Deposition in Melanoma Metastasis. CANCER RESEARCH COMMUNICATIONS 2024; 4:556-570. [PMID: 38363129 PMCID: PMC10898341 DOI: 10.1158/2767-9764.crc-23-0571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/19/2024] [Accepted: 02/09/2024] [Indexed: 02/17/2024]
Abstract
Melanoma is the leading cause of skin cancer-related death. As prognosis of patients with melanoma remains problematic, identification of new therapeutic targets remains essential. Matricellular proteins are nonstructural extracellular matrix proteins. They are secreted into the tumor microenvironment to coordinate behavior among different cell types, yet their contribution to melanoma is underinvestigated. Examples of matricellular proteins include those comprising the CCN family. The CCN family member, CCN1, is highly proangiogenic. Herein, we show that, in human patients with melanoma, although found in several tumor cell types, CCN1 is highly expressed by a subset of cancer-associated fibroblasts (CAF) in patients with melanoma and this expression correlates positively with expression of proangiogenic genes and progressive disease/resistance to anti-PD1 checkpoint inhibitors. Consistent with these observations, in a syngeneic C57BL6 mouse model of melanoma, loss of CCN1 expression from Col1A2-Cre-, herein identified as "universal," fibroblasts, impaired metastasis of subcutaneously injected B16F10 tumor cells to lung, concomitant with disrupted neovascularization and collagen organization. Disruption of the extracellular matrix in the loss of CCN1 was validated using a novel artificial intelligence-based image analysis platform that revealed significantly decreased phenotypic fibrosis and composite morphometric collagen scores. As drug resistance is linked to matrix deposition and neoangiogenesis, these data suggest that CCN1, due to its multifaceted role, may represent a novel therapeutic target for drug-resistant melanoma. Our data further emphasize the essential role that cancer-associated, (universal) Col1A2-Cre-fibroblasts and extracellular matrix remodeling play in coordinating behavior among different cell types within the tumor microenvironment. SIGNIFICANCE In human patients, the expression of proangiogenic matricellular protein CCN1 in CAFs correlates positively with expression of stroma and angiogenic markers and progressive disease/resistance to checkpoint inhibitor therapy. In an animal model, loss of CCN1 from CAFs impaired metastasis of melanoma cells, neovascularization, and collagen deposition, emphasizing that CAFs coordinate cellular behavior in a tumor microenvironment and that CCN1 may be a novel target.
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Affiliation(s)
- James Hutchenreuther
- Department of Physiology and Pharmacology, University of Western Ontario, London, Ontario, Canada
| | - John Nguyen
- College of Dentistry, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Katherine Quesnel
- Department of Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Krista M. Vincent
- Department of Oncology, University of Alberta, Edmonton, Alberta, Canada
- Department of Medical Genetics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | | | - Sophia Bourgeois
- Department of Biology, University of Western Ontario, London, Ontario, Canada
| | - Mark Boyd
- Office of the Vice President of Research, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - George Bou-Gharios
- Department of Musculoskeletal and Ageing Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Lynne-Marie Postovit
- Department of Biomedical and Molecular Sciences, Queens University, Kingston, Ontario, Canada
| | - Andrew Leask
- College of Dentistry, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
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7
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Quan T, Xia W, He T, Calderone K, Bou-Gharios G, Voorhees JJ, Dlugosz AA, Fisher GJ. Matrix Metalloproteinase-1 Expression in Fibroblasts Accelerates Dermal Aging and Promotes Papilloma Development in Mouse Skin. J Invest Dermatol 2023; 143:1700-1707.e1. [PMID: 36914001 PMCID: PMC11577279 DOI: 10.1016/j.jid.2023.02.028] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 02/08/2023] [Accepted: 02/15/2023] [Indexed: 03/13/2023]
Abstract
Fragmentation, disorganization, and depletion of the collagen-rich dermal extracellular matrix are hallmarks of aged human skin. These deleterious alterations are thought to critically mediate many of the prominent clinical attributes of aged skin, including thinning, fragility, impaired wound healing, and a propensity for carcinoma. Matrix metalloproteinase-1 (MMP1) initiates the cleavage of collagen fibrils and is significantly increased in dermal fibroblasts in aged human skin. To investigate the role of elevated MMP1 in skin aging, we generated a conditional bitransgenic mouse (type I collagen alpha chain 2; human MMP1 [Col1a2;hMMP1]) that expresses full-length, catalytically active hMMP1 in dermal fibroblasts. hMMP1 expression is activated by a tamoxifen-inducible Cre recombinase that is driven by the Col1a2 promoter and upstream enhancer. Tamoxifen induced hMMP1 expression and activity throughout the dermis Col1a2:hMMP1 mice. At 6 months of age, Col1a2;hMMP1 mice displayed loss and fragmentation of dermal collagen fibrils, which was accompanied by many of the features of aged human skin, such as contracted fibroblast morphology, reduced collagen production, increased expression of multiple endogenous MMPs, and proinflammatory mediators. Interestingly, Col1a2;hMMP1 mice displayed substantially increased susceptibility to skin papilloma development. These data demonstrate that fibroblast expression of hMMP1 is a critical mediator of dermal aging and creates a dermal microenvironment that promotes keratinocyte tumor development.
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Affiliation(s)
- Taihao Quan
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Wei Xia
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Tianyuan He
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Kenneth Calderone
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - George Bou-Gharios
- Institute of Ageing and Chronic Diseases, University of Liverpool, Liverpool United Kingdom
| | - John J Voorhees
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Andrzej A Dlugosz
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Gary J Fisher
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA.
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8
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Dwivedi N, Shukla N, Prathima KM, Das M, Dhar SK. Novel CAF-identifiers via transcriptomic and protein level analysis in HNSC patients. Sci Rep 2023; 13:13899. [PMID: 37626157 PMCID: PMC10457345 DOI: 10.1038/s41598-023-40908-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 08/18/2023] [Indexed: 08/27/2023] Open
Abstract
Cancer-associated fibroblasts (CAFs), a prominent component of the tumor microenvironment, play an important role in tumor development, invasion, and drug resistance. The expression of distinct "CAF-markers" which separates CAFs from normal fibroblasts and epithelial cells, have traditionally been used to identify them. These commonly used CAF-markers have been reported to differ greatly across different CAF subpopulations, even within a cancer type. Using an unbiased -omic approach from public data and in-house RNAseq data from patient derived novel CAF cells, TIMP-1, SPARC, COL1A2, COL3A1 and COL1A1 were identified as potential CAF-markers by differential gene expression analysis using publicly available single cell sequencing data and in-house RNAseq data to distinguish CAF populations from tumor epithelia and normal oral fibroblasts. Experimental validation using qPCR and immunofluorescence revealed CAF-specific higher expression of TIMP-1 and COL1A2 as compared to other markers in 5 novel CAF cells, derived from patients of diverse gender, habits and different locations of head and neck squamous cell carcinoma (HNSC). Upon immunohistochemical (IHC) analysis of FFPE blocks however, COL1A2 showed better differential staining between tumor epithelia and tumor stroma. Similar data science driven approach utilizing single cell sequencing and RNAseq data from stabilized CAFs can be employed to identify CAF-markers in various cancers.
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Affiliation(s)
- Nehanjali Dwivedi
- Molecular Immunology, Mazumdar Shaw Medical Foundation, Narayana Health City, Bommasandra, Bangalore, Karnataka, 560099, India
- MAHE, Manipal, 576104, India
| | - Nidhi Shukla
- Molecular Immunology, Mazumdar Shaw Medical Foundation, Narayana Health City, Bommasandra, Bangalore, Karnataka, 560099, India
| | - K M Prathima
- Manipal Hospital, Miller's Road, Bangalore, Karnataka, 560052, India
| | - Manjula Das
- Molecular Immunology, Mazumdar Shaw Medical Foundation, Narayana Health City, Bommasandra, Bangalore, Karnataka, 560099, India
| | - Sujan K Dhar
- Computational Biology, Mazumdar Shaw Medical Foundation, Narayana Health City, Bommasandra, Bangalore, Karnataka, 560099, India.
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9
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Dave A, Charytonowicz D, Francoeur NJ, Beaumont M, Beaumont K, Schmidt H, Zeleke T, Silva J, Sebra R. The Breast Cancer Single-Cell Atlas: Defining cellular heterogeneity within model cell lines and primary tumors to inform disease subtype, stemness, and treatment options. Cell Oncol (Dordr) 2023; 46:603-628. [PMID: 36598637 PMCID: PMC10205851 DOI: 10.1007/s13402-022-00765-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/13/2022] [Indexed: 01/05/2023] Open
Abstract
PURPOSE Breast Cancer (BC) is the most diagnosed cancer in women; however, through significant research, relative survival rates have significantly improved. Despite progress, there remains a gap in our understanding of BC subtypes and personalized treatments. This manuscript characterized cellular heterogeneity in BC cell lines through scRNAseq to resolve variability in subtyping, disease modeling potential, and therapeutic targeting predictions. METHODS We generated a Breast Cancer Single-Cell Cell Line Atlas (BSCLA) to help inform future BC research. We sequenced over 36,195 cells composed of 13 cell lines spanning the spectrum of clinical BC subtypes and leveraged publicly available data comprising 39,214 cells from 26 primary tumors. RESULTS Unsupervised clustering identified 49 subpopulations within the cell line dataset. We resolve ambiguity in subtype annotation comparing expression of Estrogen Receptor, Progesterone Receptor, and Human Epidermal Growth Factor Receptor 2 genes. Gene correlations with disease subtype highlighted S100A7 and MUCL1 overexpression in HER2 + cells as possible cell motility and localization drivers. We also present genes driving populational drifts to generate novel gene vectors characterizing each subpopulation. A global Cancer Stem Cell (CSC) scoring vector was used to identify stemness potential for subpopulations and model multi-potency. Finally, we overlay the BSCLA dataset with FDA-approved targets to identify to predict the efficacy of subpopulation-specific therapies. CONCLUSION The BSCLA defines the heterogeneity within BC cell lines, enhancing our overall understanding of BC cellular diversity to guide future BC research, including model cell line selection, unintended sample source effects, stemness factors between cell lines, and cell type-specific treatment response.
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Affiliation(s)
- Arpit Dave
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave - Icahn (East) Building, Floor 14, Room 14-20E, New York, NY 10029 USA
| | - Daniel Charytonowicz
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave - Icahn (East) Building, Floor 14, Room 14-20E, New York, NY 10029 USA
| | - Nancy J. Francoeur
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave - Icahn (East) Building, Floor 14, Room 14-20E, New York, NY 10029 USA
- Pacific Biosciences, CA Menlo Park, USA
| | - Michael Beaumont
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave - Icahn (East) Building, Floor 14, Room 14-20E, New York, NY 10029 USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Kristin Beaumont
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave - Icahn (East) Building, Floor 14, Room 14-20E, New York, NY 10029 USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | | | - Tizita Zeleke
- Department of Pathology, Icahn School of Medicine at Mount Sinai Hospital, New York, NY 10029 USA
| | - Jose Silva
- Department of Pathology, Icahn School of Medicine at Mount Sinai Hospital, New York, NY 10029 USA
| | - Robert Sebra
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave - Icahn (East) Building, Floor 14, Room 14-20E, New York, NY 10029 USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
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10
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Hildebrandt F, Andersson A, Saarenpää S, Larsson L, Van Hul N, Kanatani S, Masek J, Ellis E, Barragan A, Mollbrink A, Andersson ER, Lundeberg J, Ankarklev J. Spatial Transcriptomics to define transcriptional patterns of zonation and structural components in the mouse liver. Nat Commun 2021; 12:7046. [PMID: 34857782 PMCID: PMC8640072 DOI: 10.1038/s41467-021-27354-w] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 11/10/2021] [Indexed: 12/19/2022] Open
Abstract
Reconstruction of heterogeneity through single cell transcriptional profiling has greatly advanced our understanding of the spatial liver transcriptome in recent years. However, global transcriptional differences across lobular units remain elusive in physical space. Here, we apply Spatial Transcriptomics to perform transcriptomic analysis across sectioned liver tissue. We confirm that the heterogeneity in this complex tissue is predominantly determined by lobular zonation. By introducing novel computational approaches, we enable transcriptional gradient measurements between tissue structures, including several lobules in a variety of orientations. Further, our data suggests the presence of previously transcriptionally uncharacterized structures within liver tissue, contributing to the overall spatial heterogeneity of the organ. This study demonstrates how comprehensive spatial transcriptomic technologies can be used to delineate extensive spatial gene expression patterns in the liver, indicating its future impact for studies of liver function, development and regeneration as well as its potential in pre-clinical and clinical pathology.
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Affiliation(s)
- Franziska Hildebrandt
- Department of Molecular Biosciences, the Wenner-Gren Institute, Stockholm University, Svante Arrhenius Väg 20C, SE-106 91, Stockholm, Sweden.
| | - Alma Andersson
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Tomtebodavägen 23a, SE-171 65, Solna, Sweden
| | - Sami Saarenpää
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Tomtebodavägen 23a, SE-171 65, Solna, Sweden
| | - Ludvig Larsson
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Tomtebodavägen 23a, SE-171 65, Solna, Sweden
| | - Noémi Van Hul
- Department of Cell and Molecular Biology, Karolinska Institutet Stockholm, SE-171 77, Solna, Sweden
| | - Sachie Kanatani
- Department of Molecular Biosciences, the Wenner-Gren Institute, Stockholm University, Svante Arrhenius Väg 20C, SE-106 91, Stockholm, Sweden
| | - Jan Masek
- Department of Cell and Molecular Biology, Karolinska Institutet Stockholm, SE-171 77, Solna, Sweden
- Department of Cell Biology, Faculty of Science, Charles University, Viničná 7, 128 00, Prague 2, Czech Republic
| | - Ewa Ellis
- Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, 141-86, Stockholm, Sweden
| | - Antonio Barragan
- Department of Molecular Biosciences, the Wenner-Gren Institute, Stockholm University, Svante Arrhenius Väg 20C, SE-106 91, Stockholm, Sweden
| | - Annelie Mollbrink
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Tomtebodavägen 23a, SE-171 65, Solna, Sweden
| | - Emma R Andersson
- Department of Cell and Molecular Biology, Karolinska Institutet Stockholm, SE-171 77, Solna, Sweden
| | - Joakim Lundeberg
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Tomtebodavägen 23a, SE-171 65, Solna, Sweden
| | - Johan Ankarklev
- Department of Molecular Biosciences, the Wenner-Gren Institute, Stockholm University, Svante Arrhenius Väg 20C, SE-106 91, Stockholm, Sweden.
- Microbial Single Cell Genomics facility, SciLifeLab, Biomedical Center (BMC) Uppsala University, SE-751 23, Uppsala, Sweden.
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11
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Tam AYY, Horwell AL, Trinder SL, Khan K, Xu S, Ong V, Denton CP, Norman JT, Holmes AM, Bou-Gharios G, Abraham DJ. Selective deletion of connective tissue growth factor attenuates experimentally-induced pulmonary fibrosis and pulmonary arterial hypertension. Int J Biochem Cell Biol 2021; 134:105961. [PMID: 33662577 PMCID: PMC8111417 DOI: 10.1016/j.biocel.2021.105961] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 02/15/2021] [Accepted: 02/16/2021] [Indexed: 12/17/2022]
Abstract
Connective tissue growth factor (CTGF, CCN2) is a matricellular protein which plays key roles in normal mammalian development and in tissue homeostasis and repair. In pathological conditions, dysregulated CCN2 has been associated with cancer, cardiovascular disease, and tissue fibrosis. In this study, genetic manipulation of the CCN2 gene was employed to investigate the role of CCN2 expression in vitro and in experimentally-induced models of pulmonary fibrosis and pulmonary arterial hypertension (PAH). Knocking down CCN2 using siRNA reduced expression of pro-fibrotic markers (fibronectin p < 0.01, collagen type I p < 0.05, α-SMA p < 0.0001, TIMP-1 p < 0.05 and IL-6 p < 0.05) in TGF-β-treated lung fibroblasts derived from systemic sclerosis patients. In vivo studies were performed in mice using a conditional gene deletion strategy targeting CCN2 in a fibroblast-specific and time-dependent manner in two models of lung disease. CCN2 deletion significantly reduced pulmonary interstitial scarring and fibrosis following bleomycin-instillation, as assessed by fibrotic scores (wildtype bleomycin 3.733 ± 0.2667 vs CCN2 knockout (KO) bleomycin 4.917 ± 0.3436, p < 0.05) and micro-CT. In the well-established chronic hypoxia/Sugen model of pulmonary hypertension, CCN2 gene deletion resulted in a significant decrease in pulmonary vessel remodelling, less right ventricular hypertrophy and a reduction in the haemodynamic measurements characteristic of PAH (RVSP and RV/LV + S were significantly reduced (p < 0.05) in CCN2 KO compared to WT mice in hypoxic/SU5416 conditions). These results support a prominent role for CCN2 in pulmonary fibrosis and in vessel remodelling associated with PAH. Therefore, therapeutics aimed at blocking CCN2 function are likely to benefit several forms of severe lung disease.
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Affiliation(s)
- Angela Y Y Tam
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK.
| | - Amy L Horwell
- Department of Musculoskeletal and Ageing Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, L7 8TX, UK
| | - Sarah L Trinder
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
| | - Korsa Khan
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
| | - Shiwen Xu
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
| | - Voon Ong
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
| | - Christopher P Denton
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
| | - Jill T Norman
- Department of Renal Medicine, Division of Medicine, University College London, London, NW3 2PF, UK
| | - Alan M Holmes
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
| | - George Bou-Gharios
- Department of Musculoskeletal and Ageing Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, L7 8TX, UK
| | - David J Abraham
- Centre for Rheumatology and Connective Tissue Disease, Department of Inflammation, Division of Medicine, University College London, London, NW3 2PF, UK
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12
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He D, Mao A, Zheng CB, Kan H, Zhang K, Zhang Z, Feng L, Ma X. Aortic heterogeneity across segments and under high fat/salt/glucose conditions at the single-cell level. Natl Sci Rev 2020; 7:881-896. [PMID: 34692110 PMCID: PMC8289085 DOI: 10.1093/nsr/nwaa038] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 01/23/2020] [Accepted: 02/08/2020] [Indexed: 12/24/2022] Open
Abstract
The aorta, with ascending, arch, thoracic and abdominal segments, responds to the heartbeat, senses metabolites and distributes blood to all parts of the body. However, the heterogeneity across aortic segments and how metabolic pathologies change it are not known. Here, a total of 216 612 individual cells from the ascending aorta, aortic arch, and thoracic and abdominal segments of mouse aortas under normal conditions or with high blood glucose levels, high dietary salt, or high fat intake were profiled using single-cell RNA sequencing. We generated a compendium of 10 distinct cell types, mainly endothelial (EC), smooth muscle (SMC), stromal and immune cells. The distributions of the different cells and their intercommunication were influenced by the hemodynamic microenvironment across anatomical segments, and the spatial heterogeneity of ECs and SMCs may contribute to differential vascular dilation and constriction that were measured by wire myography. Importantly, the composition of aortic cells, their gene expression profiles and their regulatory intercellular networks broadly changed in response to high fat/salt/glucose conditions. Notably, the abdominal aorta showed the most dramatic changes in cellular composition, particularly involving ECs, fibroblasts and myeloid cells with cardiovascular risk factor-related regulons and gene expression networks. Our study elucidates the nature and range of aortic cell diversity, with implications for the treatment of metabolic pathologies.
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Affiliation(s)
- Dongxu He
- Wuxi School of Medicine and School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Aiqin Mao
- Wuxi School of Medicine and School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Chang-Bo Zheng
- School of Pharmaceutical Science and Yunnan Key Laboratory of Pharmacology for Natural Products, Kunming Medical University, Kunming 650500, China
| | - Hao Kan
- Wuxi School of Medicine and School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Ka Zhang
- Wuxi School of Medicine and School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Zhiming Zhang
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Lei Feng
- Wuxi School of Medicine and School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Xin Ma
- Wuxi School of Medicine and School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
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13
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Tsang M, Quesnel K, Vincent K, Hutchenreuther J, Postovit LM, Leask A. Insights into Fibroblast Plasticity: Cellular Communication Network 2 Is Required for Activation of Cancer-Associated Fibroblasts in a Murine Model of Melanoma. THE AMERICAN JOURNAL OF PATHOLOGY 2019; 190:206-221. [PMID: 31610176 DOI: 10.1016/j.ajpath.2019.09.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Revised: 08/26/2019] [Accepted: 09/03/2019] [Indexed: 02/07/2023]
Abstract
Tumor stroma resembles a fibrotic microenvironment, being characterized by the presence of myofibroblast-like cancer-associated fibroblasts (CAFs). In wild-type mice injected with melanoma cells, we show that the stem cell transcription factor Sox2 is expressed by tumor cells and induced in CAFs derived from synthetic fibroblasts. These fibroblasts were labeled postnatally with green fluorescent protein using mice expressing a tamoxifen-dependent Cre recombinase under the control of a fibroblast-specific promoter/enhancer. Conversely, fibroblast activation was impaired in mice with a fibroblast-specific deletion of cellular communication network 2 (Ccn2), associated with reduced expression of α-smooth muscle actin and Sox2. Multipotent Sox2-expressing skin-derived precursor (SKP) spheroids were cultured from murine back skin. Using lineage tracing and flow cytometry, approximately 40% of SKPs were found to be derived from type I collagen-lineage cells and acquired multipotency in culture. Inhibition of mechanotransduction pathways prevented myofibroblast differentiation of SKPs and expression of Ccn2. In SKPs deleted for Ccn2, differentiation into a myofibroblast, but not an adipocyte or neuronal phenotype, was also impaired. In human melanoma, CCN2 expression was associated with a profibrotic integrin alpha (ITGA) 11-expressing subset of CAFs that negatively associated with survival. These results suggest that synthetic dermal fibroblasts are plastic, and that CCN2 is required for the differentiation of dermal progenitor cells into a myofibroblast/CAF phenotype and is, therefore, a therapeutic target in melanoma.
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Affiliation(s)
- Matthew Tsang
- Department of Physiology and Pharmacology, University of Western Ontario, London, Ontario, Canada
| | - Katherine Quesnel
- Department of Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Krista Vincent
- Department of Oncology, University of Alberta, Edmonton, Alberta, Canada; Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - James Hutchenreuther
- Department of Physiology and Pharmacology, University of Western Ontario, London, Ontario, Canada
| | | | - Andrew Leask
- Department of Physiology and Pharmacology, University of Western Ontario, London, Ontario, Canada; Department of Dentistry, University of Western Ontario, London, Ontario, Canada.
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