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Kamenev D, Kameneva P, Adameyko I. The role of microheterogeneity in cell fate decisions in neural progenitors and neural crest. Curr Opin Neurobiol 2025; 92:103031. [PMID: 40288017 DOI: 10.1016/j.conb.2025.103031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 01/23/2025] [Accepted: 04/05/2025] [Indexed: 04/29/2025]
Abstract
Neuroprogenitors must integrate a multitude of signals, including gradients of morphogens, transcriptional programs, and temporal cues to generate an astonishing diversity of cell types inhabiting the nervous system. How do these different layers of information come together to influence cell fate in progenitor cells in a coordinated way? Here we provide a nuanced perspective on cell fate selection in the nervous system and neural crest lineage, suggesting that it is not a straightforward, deterministic process governed by rigid on-off switches. Instead, the process involves probabilistic transitions influenced by small variations - termed "microheterogeneity" - within a progenitor cell population. These minuscule differences between individual neural progenitor cells can result in significantly different outcomes, making certain fates more probable for some cells than others. Here we discuss the diversity of such examples and the theory behind, also providing future perspectives.
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Affiliation(s)
- Dmitrii Kamenev
- Department of Neuroimmunology, Center for Brain Research, Medical University Vienna, 1090 Vienna, Austria
| | - Polina Kameneva
- St. Anna Children's Cancer Research Institute (CCRI), 1090 Vienna, Austria.
| | - Igor Adameyko
- Department of Neuroimmunology, Center for Brain Research, Medical University Vienna, 1090 Vienna, Austria; Department of Physiology and Pharmacology, Karolinska Institutet, 17177 Stockholm, Sweden.
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2
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Koc-Gunel S, Liu EC, Gautam LK, Calvert BA, Murthy S, Harriott NC, Nawroth JC, Zhou B, Krymskaya VP, Ryan AL. Targeting fibroblast-endothelial cell interactions in LAM pathogenesis using 3D spheroid models and spatial transcriptomics. JCI Insight 2025; 10:e187899. [PMID: 39903528 PMCID: PMC11949067 DOI: 10.1172/jci.insight.187899] [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: 10/09/2024] [Accepted: 01/28/2025] [Indexed: 02/06/2025] Open
Abstract
Lymphangioleiomyomatosis (LAM) is a progressive lung disease with limited treatments, largely because of an incomplete understanding of its pathogenesis. Lymphatic endothelial cells (LECs) invade LAM cell clusters, which include human melanoma black-45-positive epithelioid cells and smooth muscle α-actin-expressing LAM-associated fibroblasts (LAMFs). Recent evidence shows that LAMFs resemble cancer-associated fibroblasts, with LAMF-LEC interactions contributing to disease progression. To explore these mechanisms, we used spatial transcriptomics on LAM lung tissues and identified a gene cluster enriched in kinase signaling pathways linked to myofibroblasts and coexpressed with LEC markers. Kinase arrays revealed elevated PDGFR and FGFR in LAMFs. Using a 3D coculture spheroid model of primary LAMFs and LECs, we observed increased invasion in LAMF-LEC spheroids compared with non-LAM fibroblasts. Treatment with sorafenib, a multikinase inhibitor, significantly reduced invasion, outperforming rapamycin. We also verified tuberous sclerosis complex 2-deficient renal angiomyolipoma (TSC2-null AML) cells as key VEGF-A secretors; VEGF-A was suppressed by sorafenib in both TSC2-null AML cells and LAMFs. These findings highlight VEGF-A and basic FGF as potential therapeutic targets and suggest multikinase inhibition as a promising strategy for LAM.
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Affiliation(s)
- Sinem Koc-Gunel
- Hastings Center for Pulmonary Research; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine; and
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
- Department of Internal Medicine II, Infectious Diseases, and
- Institute for Medical Virology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Emily C. Liu
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Lalit K. Gautam
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Ben A. Calvert
- Hastings Center for Pulmonary Research; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine; and
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Shubha Murthy
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Noa C. Harriott
- Hastings Center for Pulmonary Research; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine; and
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Janna C. Nawroth
- Hastings Center for Pulmonary Research; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine; and
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany
| | - Beiyun Zhou
- Hastings Center for Pulmonary Research; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine; and
| | - Vera P. Krymskaya
- Division of Pulmonary and Critical Care Medicine, Lung Biology Institute, Perelman School of Medicine, University of Pennsylvania (UPenn), Philadelphia, Pennsylvania, USA
| | - Amy L. Ryan
- Hastings Center for Pulmonary Research; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine; and
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
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Imani Farahani N, Lin L, Nazir S, Naderi A, Rokos L, McIntosh AR, Julian LM. Advances in physiological and clinical relevance of hiPSC-derived brain models for precision medicine pipelines. Front Cell Neurosci 2025; 18:1478572. [PMID: 39835290 PMCID: PMC11743572 DOI: 10.3389/fncel.2024.1478572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Accepted: 12/13/2024] [Indexed: 01/22/2025] Open
Abstract
Precision, or personalized, medicine aims to stratify patients based on variable pathogenic signatures to optimize the effectiveness of disease prevention and treatment. This approach is favorable in the context of brain disorders, which are often heterogeneous in their pathophysiological features, patterns of disease progression and treatment response, resulting in limited therapeutic standard-of-care. Here we highlight the transformative role that human induced pluripotent stem cell (hiPSC)-derived neural models are poised to play in advancing precision medicine for brain disorders, particularly emerging innovations that improve the relevance of hiPSC models to human physiology. hiPSCs derived from accessible patient somatic cells can produce various neural cell types and tissues; current efforts to increase the complexity of these models, incorporating region-specific neural tissues and non-neural cell types of the brain microenvironment, are providing increasingly relevant insights into human-specific neurobiology. Continued advances in tissue engineering combined with innovations in genomics, high-throughput screening and imaging strengthen the physiological relevance of hiPSC models and thus their ability to uncover disease mechanisms, therapeutic vulnerabilities, and tissue and fluid-based biomarkers that will have real impact on neurological disease treatment. True physiological understanding, however, necessitates integration of hiPSC-neural models with patient biophysical data, including quantitative neuroimaging representations. We discuss recent innovations in cellular neuroscience that can provide these direct connections through generative AI modeling. Our focus is to highlight the great potential of synergy between these emerging innovations to pave the way for personalized medicine becoming a viable option for patients suffering from neuropathologies, particularly rare epileptic and neurodegenerative disorders.
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Affiliation(s)
- Negin Imani Farahani
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
- Centre for Cell Biology, Development, and Disease, Simon Fraser University, Burnaby, BC, Canada
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
| | - Lisa Lin
- Centre for Cell Biology, Development, and Disease, Simon Fraser University, Burnaby, BC, Canada
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Shama Nazir
- Centre for Cell Biology, Development, and Disease, Simon Fraser University, Burnaby, BC, Canada
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Alireza Naderi
- Centre for Cell Biology, Development, and Disease, Simon Fraser University, Burnaby, BC, Canada
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Leanne Rokos
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
- Rotman Research Institute, Baycrest Health Sciences, University of Toronto, Toronto, ON, Canada
| | - Anthony Randal McIntosh
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Lisa M. Julian
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
- Centre for Cell Biology, Development, and Disease, Simon Fraser University, Burnaby, BC, Canada
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BC, Canada
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada
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Asrani K, Amaral A, Woo J, Abadchi SN, Vidotto T, Feng K, Liu HB, Kasbe M, Baba M, Oike Y, Outeda P, Watnick T, Rosenberg AZ, Schmidt LS, Linehan WM, Argani P, Lotan TL. SFPQ-TFE3 gene fusion reciprocally regulates mTORC1 activity and induces lineage plasticity in a novel mouse model of renal tumorigenesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.21.624702. [PMID: 39605439 PMCID: PMC11601635 DOI: 10.1101/2024.11.21.624702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
The MiT/TFE family gene fusion proteins, such as SFPQ-TFE3 , drive both epithelial (eg, translocation renal cell carcinoma, tRCC) and mesenchymal (eg, perivascular epithelioid cell tumor, PEComa) neoplasms with aggressive behavior. However, no prior mouse models for SFPQ-TFE3 -related tumors exist and the mechanisms of lineage plasticity induced by this fusion remain unclear. Here, we demonstrate that constitutive murine renal expression of human SFPQ-TFE3 using Ksp Cadherin-Cre as a driver disrupts kidney development leading to early neonatal renal failure and death. In contrast, post-natal induction of SFPQ-TFE3 in renal tubular epithelial cells using Pax8 ERT-Cre induces infiltrative epithelioid tumors, which morphologically and transcriptionally resemble human PEComas. As seen in MiT/TFE fusion-driven human tumors, SFPQ-TFE3 expression is accompanied by the strong induction of mTORC1 signaling, which is partially amino acid-sensitive and dependent on increased SFPQ-TFE3 -mediated RRAGC/D transcription. Remarkably, SFPQ-TFE3 expression is sufficient to induce lineage plasticity in renal tubular epithelial cells, with rapid down-regulation of the critical PAX2/PAX8 nephric lineage factors and tubular epithelial markers, and concomitant up-regulation of PEComa differentiation markers in transgenic mice, human cell line models and human tRCC. Pharmacologic or genetic inhibition of mTOR signaling downregulates expression of the SFPQ-TFE3 fusion protein and rescues nephric lineage marker expression and transcriptional activity in vitro. These data provide evidence of a potential epithelial cell-of-origin for TFE3 -driven PEComas and highlight a reciprocal role for SFPQ-TFE3 and mTOR in driving lineage plasticity in the kidney, expanding our understanding of the pathogenesis of MiT/TFE-driven tumors.
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5
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Koc-Gunel S, Liu EC, Gautam LK, Calvert BA, Murthy S, Harriott NC, Nawroth JC, Zhou B, Krymskaya VP, Ryan AL. Targeting Fibroblast-Endothelial Interactions in LAM Pathogenesis: 3D Spheroid and Spatial Transcriptomic Insights for Therapeutic Innovation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.06.12.544372. [PMID: 37398026 PMCID: PMC10312665 DOI: 10.1101/2023.06.12.544372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Lymphangioleiomyomatosis (LAM) is a progressive lung disease with limited treatments, largely due to an incomplete understanding of its pathogenesis. Lymphatic endothelial cells (LECs) invade LAM cell clusters, which include HMB-45-positive epithelioid cells and smooth muscle α-actin-expressing LAM-associated fibroblasts (LAMFs). Recent evidence shows that LAMFs resemble cancer-associated fibroblasts, with LAMF-LEC interactions contributing to disease progression. To explore these mechanisms, we used spatial transcriptomics on LAM lung tissues and identified a gene cluster enriched in kinase signaling pathways linked to myofibroblasts and co-expressed with LEC markers. Kinase arrays revealed elevated PDGFR and FGFR in LAMFs. Using a 3D co-culture spheroid model of primary LAMFs and LECs, we observed increased invasion in LAMF-LEC spheroids compared to non-LAM fibroblasts. Treatment with sorafenib, a multikinase inhibitor, significantly reduced invasion, outperforming Rapamycin. We also confirmed TSC2-null AML cells as key VEGF-A secretors, which was suppressed by sorafenib in both AML cells and LAMFs. These findings highlight VEGF-A and bFGF as potential therapeutic targets and suggest multikinase inhibition as a promising strategy for LAM.
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Affiliation(s)
- Sinem Koc-Gunel
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Internal Medicine II, Infectious Diseases, University Hospital Frankfurt; Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Emily C. Liu
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa; Iowa City, IA, USA
| | - Lalit K. Gautam
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa; Iowa City, IA, USA
| | - Ben A. Calvert
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa; Iowa City, IA, USA
| | - Shubha Murthy
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa; Iowa City, IA, USA
| | - Noa C. Harriott
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa; Iowa City, IA, USA
| | - Janna C. Nawroth
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California; Los Angeles, CA, USA
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging; Helmholtz Zentrum München, Neuherberg, Germany
| | - Beiyun Zhou
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California; Los Angeles, CA, USA
| | - Vera P. Krymskaya
- Division of Pulmonary and Critical Care Medicine, Lung Biology Institute, Perelman School of Medicine, University of Pennsylvania; Philadelphia, PA, USA
| | - Amy L. Ryan
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California; Los Angeles, CA, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa; Iowa City, IA, USA
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Cobourn KD, Chesney KM, Mueller K, Fayed I, Tsering D, Keating RF. Isolated subependymal giant cell astrocytoma (SEGA) in the absence of clinical tuberous sclerosis: two case reports and literature review. Childs Nerv Syst 2024; 40:73-78. [PMID: 37658938 DOI: 10.1007/s00381-023-06105-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 07/25/2023] [Indexed: 09/05/2023]
Abstract
PURPOSE Subependymal giant cell astrocytoma (SEGA) is a WHO grade I pediatric glioma arising in 5-15% of patients with tuberous sclerosis (TSC). Rare cases of isolated SEGA without TSC have been described. The etiology, genetic mechanisms, natural history, and response to treatment of these lesions are currently unknown. We describe two such cases of isolated SEGA with follow-up. METHODS Retrospective review was performed at a single institution to describe the clinical course of pathology-confirmed SEGA in patients with germline testing negative for TSC mutations. RESULTS Two cases of isolated SEGA were identified. Genetic analysis of the tumor specimen was available for one, which revealed an 18 base pair deletion in TSC1. Both cases were managed with surgical resection, one with preoperative embolization. In spite of a gross total resection, one patient experienced recurrence after three years. Treatment with an mTOR inhibitor led to a significant interval reduction of the mass on follow-up MRI. The patient tolerated the medication well for 6 years and is now off of treatment for 2 years with a stable lesion. CONCLUSION Cases of SEGA outside of the context of TSC are exceedingly rare, with only 48 cases previously described. The genetic mechanisms and treatment response of these lesions are poorly understood. To date, these lesions appear to respond well to mTOR inhibitors and may behave similarly to SEGAs associated with TSC. However, given that experience is extremely limited, these cases should be followed long term to better understand their natural history and treatment response.
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Affiliation(s)
- Kelsey D Cobourn
- Department of Neurosurgery, Children's National Medical Center, 111 Michigan Avenue NW, Washington, DC, USA
| | - Kelsi M Chesney
- Department of Neurosurgery, Children's National Medical Center, 111 Michigan Avenue NW, Washington, DC, USA
| | - Kyle Mueller
- Department of Neurosurgery, Children's National Medical Center, 111 Michigan Avenue NW, Washington, DC, USA
| | - Islam Fayed
- Department of Neurosurgery, Children's National Medical Center, 111 Michigan Avenue NW, Washington, DC, USA
| | - Deki Tsering
- Department of Neurosurgery, Children's National Medical Center, 111 Michigan Avenue NW, Washington, DC, USA
| | - Robert F Keating
- Department of Neurosurgery, Children's National Medical Center, 111 Michigan Avenue NW, Washington, DC, USA.
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Kishi M, Hayashi T, Mitani K, Tsuboshima K, Kurihara M, Hosoya M, Sekimoto Y, Okura MK, Mitsuishi Y, Okada Y, Kanno J, Yao T, Takahashi K, Seyama K. Clinicopathological Impacts of Expression of Neuronal Markers in Lymphangioleiomyomatosis. Am J Surg Pathol 2023; 47:1252-1260. [PMID: 37599567 DOI: 10.1097/pas.0000000000002113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/22/2023]
Abstract
Lymphangioleiomyomatosis (LAM) is a tuberous sclerosis complex (TSC)-associated tumor, characterized by the expression of neural crest lineages including neuronal markers. Neural crest cells can differentiate into multiple cell types that contribute to tissues associated with TSC-related tumors, and TSC-related tumors could be specifically associated with distinct neural crest subtypes. This study aimed to clarify the clinicopathological effects of expression of neuronal markers in LAM. Lung tissues from 40 patients with LAM (of whom 13, 1, and 26 had undergone lung transplantation, lobectomy, and partial lung resection, respectively) were immunohistochemically analyzed. All patients were women, and their median age was 36 years (range: 24-62 y). All patients who underwent lung transplantation or lobectomy were classified as LAM histologic score (LHS)-3, whereas those who underwent partial lung resection were classified as LHS-1. LAM cells expressed peripherin (65%), and neuron-specific βIII-tubulin (43%). A comparison of the early (LHS-1) and advanced (LHS-3) stages of LAM revealed that neuron-specific βIII-tubulin was significantly expressed in the early stage of LAM ( P = 0.0009). Neuron-specific βIII-tubulin-positive LAM was associated with younger age ( P < 0.0001), the coexistence of renal angiomyolipoma ( P = 0.027), and the absence of retroperitoneal LAM ( P = 0.045). Furthermore, based on the expression levels of immunohistochemical markers in LAM, 2 distinct clusters with different expression levels of neuronal markers were observed. Approximately 40% to 60% of patients with LAM expressed neuron-specific βIII-tubulin and peripherin. Neuronal expression may be associated with disease severity.
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Affiliation(s)
- Monami Kishi
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Takuo Hayashi
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
| | - Keiko Mitani
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Kenji Tsuboshima
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Pneumothorax Research Center and Division of Thoracic Surgery, Nissan Tamagawa Hospital, Tokyo, Japan
| | - Masatoshi Kurihara
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Pneumothorax Research Center and Division of Thoracic Surgery, Nissan Tamagawa Hospital, Tokyo, Japan
| | - Masaki Hosoya
- Department of Medical Oncology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Yasuhito Sekimoto
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Makiko K Okura
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Yoichiro Mitsuishi
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Yoshinori Okada
- Department of Thoracic Surgery, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Jun Kanno
- Department of Pathology, Nissan Tamagawa Hospital, Tokyo, Japan
| | - Takashi Yao
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Kuniaki Seyama
- The Study Group for Pneumothorax and Cystic Lung Diseases, Setagaya-Ku, Tokyo, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
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Osawa T, Oya M, Okanishi T, Kuwatsuru R, Kawano H, Tomita Y, Niida Y, Nonomura N, Hatano T, Fujii Y, Mizuguchi M, Shinohara N. Clinical Practice Guidelines for tuberous sclerosis complex-associated renal angiomyolipoma by the Japanese Urological Association: Summary of the update. Int J Urol 2023; 30:808-817. [PMID: 37278492 DOI: 10.1111/iju.15213] [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: 03/09/2023] [Accepted: 05/14/2023] [Indexed: 06/07/2023]
Abstract
New clinical issues have been raised through an interval of 7 years from the previous version (2016). In this study, we update the "Clinical Practice Guidelines for tuberous sclerosis complex-associated renal angiomyolipoma" as a 2023 version under guidance by the Japanese Urological Association. The present guidelines were cooperatively prepared by the Japanese Urological Association and Japanese Society of Tuberous Sclerosis Complex; committee members belonging to one of the two societies or specializing in the treatment of this disease were selected to prepare the guidelines in accordance with the "Guidance for preparing treatment guidelines" published by Minds (2020 version). The "Introduction" consisted of four sections, "Background Questions (BQ)" consisted of four sections, "Clinical Questions (CQ)" consisted of three sections, and "Future Questions (FQ)" consisted of three sections (total: 14 sections). Concerning CQ, an agreement was confirmed through voting by the committee members based on the direction and strength of recommendation, accuracy of evidence, and recommendation comments. The present guidelines were updated based on the current evidence. We hope that the guidelines will provide guiding principles for the treatment of tuberous sclerosis complex-associated renal angiomyolipoma to many urologists, becoming a foundation for subsequent updating.
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Affiliation(s)
- Takahiro Osawa
- Department of Urology, Hokkaido University Hospital, Sapporo, Japan
| | - Mototsugu Oya
- Department of Urology, Keio University School of Medicine, Tokyo, Japan
| | - Tohru Okanishi
- Division of Child Neurology, Department of Brain and Neurosciences, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Ryohei Kuwatsuru
- Department of Radiology, School of Medicine and Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Haruna Kawano
- Department of Urology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yoshihiko Tomita
- Department of Urology and Department of Molecular Oncology, Niigata University Graduate School of Medicine, Niigata, Japan
| | - Yo Niida
- Center for Clinical Genomics, Kanazawa Medical University Hospital, Uchinada, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Takashi Hatano
- Department of Urology, Seirei Yokohama Hospital, Yokohama, Japan
| | - Yasuhisa Fujii
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Masashi Mizuguchi
- Department of Pediatrics, National Rehabilitation Center for Children with Disabilities, Tokyo, Japan
| | - Nobuo Shinohara
- Department of Renal and Genitourinary Surgery, Hokkaido University Graduate School of Medicine, Sapporo, Japan
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9
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Gibbons E, Minor BMN, Hammes SR. Lymphangioleiomyomatosis: where endocrinology, immunology and tumor biology meet. Endocr Relat Cancer 2023; 30:e230102. [PMID: 37410387 PMCID: PMC10529736 DOI: 10.1530/erc-23-0102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/03/2023] [Indexed: 07/07/2023]
Abstract
Abstract Lymphangioleiomyomatosis (LAM) is a cystic lung disease found almost exclusively in genetic females and caused by small clusters of smooth muscle cell tumors containing mutations in one of the two tuberous sclerosis genes (TSC1 or TSC2). Significant advances over the past 2-3 decades have allowed researchers and clinicians to more clearly understand the pathophysiology of LAM, and therefore better diagnose and treat patients with this disease. Despite substantial progress, only one proven treatment for LAM is used in practice: mechanistic target of rapamycin complex 1 (mTORC1) inhibition with medications such as sirolimus. While mTORC1 inhibition effectively slows LAM progression in many patients, it is not curative, is not effective in all patients, and can be associated with significant side effects. Furthermore, the presence of established and accurate biomarkers to follow LAM progression is limited. That said, discovering additional diagnostic and treatment options for LAM is paramount. This review will describe recent advances in LAM research, centering on the origin and nature of the LAM cell, the role of estrogen in LAM progression, the significance of melanocytic marker expression in LAM cells, and the potential roles of the microenvironment in promoting LAM tumor growth. By appreciating these processes in more detail, researchers and caregivers may be afforded novel approaches to aid in the treatment of patients with LAM.
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Affiliation(s)
- Erin Gibbons
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
- Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, New York, USA
| | - Briaunna M. N. Minor
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
- Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, New York, USA
| | - Stephen R Hammes
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
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Pietrobon A, Stanford WL. Tuberous Sclerosis Complex Kidney Lesion Pathogenesis: A Developmental Perspective. J Am Soc Nephrol 2023; 34:1135-1149. [PMID: 37060140 PMCID: PMC10356159 DOI: 10.1681/asn.0000000000000146] [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: 10/04/2022] [Accepted: 03/27/2023] [Indexed: 04/16/2023] Open
Abstract
The phenotypic diversity of tuberous sclerosis complex (TSC) kidney pathology is enigmatic. Despite a well-established monogenic etiology, an incomplete understanding of lesion pathogenesis persists. In this review, we explore the question: How do TSC kidney lesions arise? We appraise literature findings in the context of mutational timing and cell-of-origin. Through a developmental lens, we integrate the critical results from clinical studies, human specimens, and genetic animal models. We also review novel insights gleaned from emerging organoid and single-cell sequencing technologies. We present a new model of pathogenesis which posits a phenotypic continuum, whereby lesions arise by mutagenesis during development from variably timed second-hit events. This model can serve as a conceptual framework for testing hypotheses of TSC lesion pathogenesis, both in the kidney and in other affected tissues.
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Affiliation(s)
- Adam Pietrobon
- The Sprott Centre for Stem Cell Research, Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Institute of Systems Biology, Ottawa, Ontario, Canada
| | - William L. Stanford
- The Sprott Centre for Stem Cell Research, Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Institute of Systems Biology, Ottawa, Ontario, Canada
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11
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Wang Z, Liu X, Wang W, Xu J, Sun H, Wei J, Yu Y, Zhao Y, Wang X, Liao Z, Sun W, Jia L, Zhang Y. UPLC-MS based integrated plasma proteomic and metabolomic profiling of TSC-RAML and its relationship with everolimus treatment. Front Mol Biosci 2023; 10:1000248. [PMID: 36891236 PMCID: PMC9986496 DOI: 10.3389/fmolb.2023.1000248] [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: 07/21/2022] [Accepted: 02/10/2023] [Indexed: 02/22/2023] Open
Abstract
Aim: To profile the plasma proteomics and metabolomics of patients with renal cysts, sporadic angiomyolipoma (S-AML) and tuberous sclerosis complex related angiomyolipoma (TSC-RAML) before and after everolimus treatment, and to find potential diagnostic and prognostic biomarkers as well as reveal the underlying mechanism of TSC tumorigenesis. Materials and Methods: We retrospectively measured the plasma proteins and metabolites from November 2016 to November 2017 in a cohort of pre-treatment and post-treatment TSC-RAML patients and compared them with renal cyst and S-AML patients by ultra-performance liquid chromatography-mass spectrometer (UPLC-MS). The tumor reduction rates of TSC-RAML were assessed and correlated with the plasma protein and metabolite levels. In addition, functional analysis based on differentially expressed molecules was performed to reveal the underlying mechanisms. Results: Eighty-five patients with one hundred and ten plasma samples were enrolled in our study. Multiple proteins and metabolites, such as pre-melanosome protein (PMEL) and S-adenosylmethionine (SAM), demonstrated both diagnostic and prognostic effects. Functional analysis revealed many dysregulated pathways, including angiogenesis synthesis, smooth muscle proliferation and migration, amino acid metabolism and glycerophospholipid metabolism. Conclusion: The plasma proteomics and metabolomics pattern of TSC-RAML was clearly different from that of other renal tumors, and the differentially expressed plasma molecules could be used as prognostic and diagnostic biomarkers. The dysregulated pathways, such as angiogenesis and amino acid metabolism, may shed new light on the treatment of TSC-RAML.
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Affiliation(s)
- Zhan Wang
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Xiaoyan Liu
- School of Basic Medical College, Core facility of instrument, Institution of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, China
| | - Wenda Wang
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Jiyu Xu
- School of Basic Medical College, Core facility of instrument, Institution of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, China
| | - Haidan Sun
- School of Basic Medical College, Core facility of instrument, Institution of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, China
| | - Jing Wei
- Clinical Research Center, National Center for Children's Health, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Yuncui Yu
- Clinical Research Center, National Center for Children's Health, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Yang Zhao
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Xu Wang
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Zhangcheng Liao
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Wei Sun
- School of Basic Medical College, Core facility of instrument, Institution of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, China
| | - Lulu Jia
- Clinical Research Center, National Center for Children's Health, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Yushi Zhang
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
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Renal organoid modeling of tuberous sclerosis complex reveals lesion features arise from diverse developmental processes. Cell Rep 2022; 40:111048. [PMID: 35793620 DOI: 10.1016/j.celrep.2022.111048] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 04/15/2022] [Accepted: 06/13/2022] [Indexed: 02/06/2023] Open
Abstract
Tuberous sclerosis complex (TSC) is a multisystem tumor-forming disorder caused by loss of TSC1 or TSC2. Renal manifestations predominately include cysts and angiomyolipomas. Despite a well-described monogenic etiology, the cellular pathogenesis remains elusive. We report a genetically engineered human renal organoid model that recapitulates pleiotropic features of TSC kidney disease in vitro and upon orthotopic xenotransplantation. Time course single-cell RNA sequencing demonstrates that loss of TSC1 or TSC2 affects multiple developmental processes in the renal epithelial, stromal, and glial compartments. First, TSC1 or TSC2 ablation induces transitional upregulation of stromal-associated genes. Second, epithelial cells in the TSC1-/- and TSC2-/- organoids exhibit a rapamycin-insensitive epithelial-to-mesenchymal transition. Third, a melanocytic population forms exclusively in TSC1-/- and TSC2-/- organoids, branching from MITF+ Schwann cell precursors. Together, these results illustrate the pleiotropic developmental consequences of biallelic inactivation of TSC1 or TSC2 and offer insight into TSC kidney lesion pathogenesis.
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13
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Farré X, Espín R, Baiges A, Blommaert E, Kim W, Giannikou K, Herranz C, Román A, Sáez B, Casanova Á, Ancochea J, Valenzuela C, Ussetti P, Laporta R, Rodríguez-Portal JA, van Moorsel CH, van der Vis JJ, Quanjel MJ, Tena-Garitaonaindia M, Sánchez de Medina F, Mateo F, Molina-Molina M, Won S, Kwiatkowski DJ, de Cid R, Pujana MA. Evidence for shared genetic risk factors between lymphangioleiomyomatosis and pulmonary function. ERJ Open Res 2021; 8:00375-2021. [PMID: 35083324 PMCID: PMC8784893 DOI: 10.1183/23120541.00375-2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/17/2021] [Indexed: 11/05/2022] Open
Abstract
IntroductionLymphangioleiomyomatosis (LAM) is a rare low-grade metastasising disease characterised by cystic lung destruction. The genetic basis of LAM remains incompletely determined, and the disease cell-of-origin is uncertain. We analysed the possibility of a shared genetic basis between LAM and cancer, and LAM and pulmonary function.MethodsThe results of genome-wide association studies of LAM, 17 cancer types and spirometry measures (forced expiratory volume in 1 s (FEV1), forced vital capacity (FVC), FEV1/FVC ratio and peak expiratory flow (PEF)) were analysed for genetic correlations, shared genetic variants and causality. Genomic and transcriptomic data were examined, and immunodetection assays were performed to evaluate pleiotropic genes.ResultsThere were no significant overall genetic correlations between LAM and cancer, but LAM correlated negatively with FVC and PEF, and a trend in the same direction was observed for FEV1. 22 shared genetic variants were uncovered between LAM and pulmonary function, while seven shared variants were identified between LAM and cancer. The LAM-pulmonary function shared genetics identified four pleiotropic genes previously recognised in LAM single-cell transcriptomes: ADAM12, BNC2, NR2F2 and SP5. We had previously associated NR2F2 variants with LAM, and we identified its functional partner NR3C1 as another pleotropic factor. NR3C1 expression was confirmed in LAM lung lesions. Another candidate pleiotropic factor, CNTN2, was found more abundant in plasma of LAM patients than that of healthy women.ConclusionsThis study suggests the existence of a common genetic aetiology between LAM and pulmonary function.
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Unachukwu U, Shiomi T, Goldklang M, Chada K, D'Armiento J. Renal neoplasms in tuberous sclerosis mice are neurocristopathies. iScience 2021; 24:102684. [PMID: 34222844 PMCID: PMC8243016 DOI: 10.1016/j.isci.2021.102684] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 04/20/2021] [Accepted: 05/31/2021] [Indexed: 11/13/2022] Open
Abstract
Tuberous sclerosis (TS) is a rare disorder exhibiting multi-systemic benign neoplasms. We hypothesized the origin of TS neoplastic cells derived from the neural crest given the heterogeneous ecto-mesenchymal phenotype of the most common TS neoplasms. To test this hypothesis, we employed Cre-loxP lineage tracing of myelin protein zero (Mpz)-expressing neural crest cells (NCCs) in spontaneously developing renal tumors of Tsc2 +/- /Mpz(Cre)/TdT fl/fl reporter mice. In these mice, ectopic renal tumor onset was detected at 4 months of age increasing in volume by 16 months of age with concomitant increase in the subpopulation of tdTomato+ NCCs from 0% to 6.45% of the total number of renal tumor cells. Our results suggest that Tsc2 +/- mouse renal tumors arise from domiciled proliferative progenitor cell populations of neural crest origin that co-opt tumorigenesis due to mutations in Tsc2 loci. Targeting neural crest antigenic determinants will provide a potential alternative therapeutic approach for TS pathogenesis.
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Affiliation(s)
- Uchenna Unachukwu
- Center for LAM and Rare Lung Disease, Department of Anesthesiology, College of Physicians and Surgeons, Columbia University, 630 West 168 Street, New York, NY 10032, USA
| | - Takayuki Shiomi
- Department of Pathology, International University of Health and Welfare, School of Medicine, 4-3 Kouzunomori, Narita-shi, Chiba 286-8686, Japan
| | - Monica Goldklang
- Center for LAM and Rare Lung Disease, Department of Anesthesiology, College of Physicians and Surgeons, Columbia University, 630 West 168 Street, New York, NY 10032, USA
| | - Kiran Chada
- Department of Biochemistry, Rutgers-Robert Wood Johnson Medical School, Rutgers University, 675 Hoes Lane, Piscataway, NJ 08854, USA
| | - Jeanine D'Armiento
- Center for LAM and Rare Lung Disease, Department of Anesthesiology, College of Physicians and Surgeons, Columbia University, 630 West 168 Street, New York, NY 10032, USA
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15
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Julian LM, Stanford WL. Organelle Cooperation in Stem Cell Fate: Lysosomes as Emerging Regulators of Cell Identity. Front Cell Dev Biol 2020; 8:591. [PMID: 32733892 PMCID: PMC7358313 DOI: 10.3389/fcell.2020.00591] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 06/17/2020] [Indexed: 12/26/2022] Open
Abstract
Regulation of stem cell fate is best understood at the level of gene and protein regulatory networks, though it is now clear that multiple cellular organelles also have critical impacts. A growing appreciation for the functional interconnectedness of organelles suggests that an orchestration of integrated biological networks functions to drive stem cell fate decisions and regulate metabolism. Metabolic signaling itself has emerged as an integral regulator of cell fate including the determination of identity, activation state, survival, and differentiation potential of many developmental, adult, disease, and cancer-associated stem cell populations and their progeny. As the primary adenosine triphosphate-generating organelles, mitochondria are well-known regulators of stem cell fate decisions, yet it is now becoming apparent that additional organelles such as the lysosome are important players in mediating these dynamic decisions. In this review, we will focus on the emerging role of organelles, in particular lysosomes, in the reprogramming of both metabolic networks and stem cell fate decisions, especially those that impact the determination of cell identity. We will discuss the inter-organelle interactions, cell signaling pathways, and transcriptional regulatory mechanisms with which lysosomes engage and how these activities impact metabolic signaling. We will further review recent data that position lysosomes as critical regulators of cell identity determination programs and discuss the known or putative biological mechanisms. Finally, we will briefly highlight the potential impact of elucidating mechanisms by which lysosomes regulate stem cell identity on our understanding of disease pathogenesis, as well as the development of refined regenerative medicine, biomarker, and therapeutic strategies.
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Affiliation(s)
- Lisa M. Julian
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - William L. Stanford
- Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
- Ottawa Institute of Systems Biology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada
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16
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Martin P, Wagh V, Reis SA, Erdin S, Beauchamp RL, Shaikh G, Talkowski M, Thiele E, Sheridan SD, Haggarty SJ, Ramesh V. TSC patient-derived isogenic neural progenitor cells reveal altered early neurodevelopmental phenotypes and rapamycin-induced MNK-eIF4E signaling. Mol Autism 2020; 11:2. [PMID: 31921404 PMCID: PMC6945400 DOI: 10.1186/s13229-019-0311-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 12/29/2019] [Indexed: 12/21/2022] Open
Abstract
Background Tuberous sclerosis complex (TSC) is a neurodevelopmental disorder with frequent occurrence of epilepsy, autism spectrum disorder (ASD), intellectual disability (ID), and tumors in multiple organs. The aberrant activation of mTORC1 in TSC has led to treatment with mTORC1 inhibitor rapamycin as a lifelong therapy for tumors, but TSC-associated neurocognitive manifestations remain unaffected by rapamycin. Methods Here, we generated patient-specific, induced pluripotent stem cells (iPSCs) from a TSC patient with a heterozygous, germline, nonsense mutation in exon 15 of TSC1 and established an isogenic set of heterozygous (Het), null and corrected wildtype (Corr-WT) iPSCs using CRISPR/Cas9-mediated gene editing. We differentiated these iPSCs into neural progenitor cells (NPCs) and examined neurodevelopmental phenotypes, signaling and changes in gene expression by RNA-seq. Results Differentiated NPCs revealed enlarged cell size in TSC1-Het and Null NPCs, consistent with mTORC1 activation. TSC1-Het and Null NPCs also revealed enhanced proliferation and altered neurite outgrowth in a genotype-dependent manner, which was not reversed by rapamycin. Transcriptome analyses of TSC1-NPCs revealed differentially expressed genes that display a genotype-dependent linear response, i.e., genes upregulated/downregulated in Het were further increased/decreased in Null. In particular, genes linked to ASD, epilepsy, and ID were significantly upregulated or downregulated warranting further investigation. In TSC1-Het and Null NPCs, we also observed basal activation of ERK1/2, which was further activated upon rapamycin treatment. Rapamycin also increased MNK1/2-eIF4E signaling in TSC1-deficient NPCs. Conclusion MEK-ERK and MNK-eIF4E pathways regulate protein translation, and our results suggest that aberrant translation distinct in TSC1/2-deficient NPCs could play a role in neurodevelopmental defects. Our data showing upregulation of these signaling pathways by rapamycin support a strategy to combine a MEK or a MNK inhibitor with rapamycin that may be superior for TSC-associated CNS defects. Importantly, our generation of isogenic sets of NPCs from TSC patients provides a valuable platform for translatome and large-scale drug screening studies. Overall, our studies further support the notion that early developmental events such as NPC proliferation and initial process formation, such as neurite number and length that occur prior to neuronal differentiation, represent primary events in neurogenesis critical to disease pathogenesis of neurodevelopmental disorders such as ASD.
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Affiliation(s)
- Pauline Martin
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Vilas Wagh
- 2MERCK Research Laboratories, Boston, MA 02115 USA
| | - Surya A Reis
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Serkan Erdin
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Roberta L Beauchamp
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Ghalib Shaikh
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Michael Talkowski
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA.,3Department of Neurology, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA 02114 USA
| | - Elizabeth Thiele
- 3Department of Neurology, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA 02114 USA
| | - Steven D Sheridan
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA.,4Center for Quantitative Health, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Stephen J Haggarty
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA.,3Department of Neurology, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA 02114 USA
| | - Vijaya Ramesh
- 1Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114 USA.,3Department of Neurology, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA 02114 USA
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17
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Nuñez O, Baldi BG, Radzikowska E, Carvalho CRR, Herranz C, Sobiecka M, Torre O, Harari S, Vergeer MAMH, Kolbe J, Pollán M, Pujana MA. Risk of breast cancer in patients with lymphangioleiomyomatosis. Cancer Epidemiol 2019; 61:154-156. [PMID: 31260937 DOI: 10.1016/j.canep.2019.06.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 05/03/2019] [Accepted: 06/11/2019] [Indexed: 10/26/2022]
Abstract
Lymphangioleiomyomatosis (LAM) is a rare metastasizing pulmonary disease that shares some clinical, cellular, and molecular similarities with metastatic breast cancer to lung. LAM cells have been identified circulating in various body fluids of patients and, intriguingly, diverse evidence indicates that these cells may originate from a different organ to the lung. Following on from these observations, we hypothesized the existence of a common risk basis between LAM and breast cancer, and suggested increased risk of breast cancer among LAM patients. Here, by studying two additional LAM cohorts with more detailed epidemiological, life-style, and disease-related data, we show consistent results; a potential excess of estrogen-receptor-positive young breast cancer cases in LAM. This observation further suggests the need of prospective studies to precisely assess the association between both diseases.
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Affiliation(s)
- Olivier Nuñez
- Cancer and Environmental Epidemiology Unit, National Center for Epidemiology, Carlos III Institute of Health, and Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Bruno G Baldi
- Pulmonary Division, Heart Institute (InCor), University of São Paulo Medical School, São Paulo, Brazil
| | - Elżbieta Radzikowska
- Department of Lung Diseases III, National Tuberculosis and Lung Disease Research Institute, Warsaw, Poland
| | - Carlos R R Carvalho
- Pulmonary Division, Heart Institute (InCor), University of São Paulo Medical School, São Paulo, Brazil
| | - Carmen Herranz
- ProCURE, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L'Hospitalet del Llobregat, Barcelona, Catalonia, Spain
| | - Malgorzata Sobiecka
- Department of Lung Diseases I, National Tuberculosis and Lung Diseases Research Institute, Poland
| | - Olga Torre
- U.O. di Pneumologia e Terapia Semi-Intensiva Respiratoria, Servizio di Fisiopatologia Respiratoria ed Emodinamica Polmonare, Ospedale San Giuseppe, MultiMedica IRCCS, Milan, Italy
| | - Sergio Harari
- U.O. di Pneumologia e Terapia Semi-Intensiva Respiratoria, Servizio di Fisiopatologia Respiratoria ed Emodinamica Polmonare, Ospedale San Giuseppe, MultiMedica IRCCS, Milan, Italy
| | - Menno A M H Vergeer
- Department of Internal Medicine, University Medical Center Utrecht, Utrecht, the Netherlands
| | - John Kolbe
- Department of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Marina Pollán
- Cancer and Environmental Epidemiology Unit, National Center for Epidemiology, Carlos III Institute of Health, and Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain.
| | - Miquel Angel Pujana
- ProCURE, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L'Hospitalet del Llobregat, Barcelona, Catalonia, Spain.
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Circulating Lymphangioleiomyomatosis Tumor Cells With Loss of Heterozygosity in the TSC2 Gene Show Increased Aldehyde Dehydrogenase Activity. Chest 2019; 156:298-307. [PMID: 31034819 DOI: 10.1016/j.chest.2019.03.040] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 02/27/2019] [Accepted: 03/22/2019] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Lymphangioleiomyomatosis (LAM) is a destructive metastasizing neoplasm of the lung characterized by proliferation of LAM cells in specialized lung nodules. LAM cells are characterized by expression of the prometastatic and cancer-initiating hyaluronan receptor CD44v6, and loss of heterozygosity (LOH) of TSC1 and TSC2. The circulating neoplastic LAM cells are thought to be involved in metastasis. Because LAM cells display properties of neoplastic, metastatic, and stem cell-like cancer cells, we hypothesized that elevated aldehyde dehydrogenase (ALDH) activity, characteristic of cancer and stem cells, is a property of LAM cells. METHODS We performed an in silico search of ALDH genes in microdissected LAM lung nodules. To identify circulating LAM cells, we osmotically removed red blood cells from whole blood to obtain peripheral blood mononuclear cells, which were then sorted by fluorescence-activated cell sorting based on their level of ALDH activity. RESULTS Microdissected LAM lung nodules possess a distinctive ALDH gene profile. The cell subpopulation with high ALDH activity, isolated from circulating cells, possessed TSC2 LOH in 8 of 14 patients with LAM. Approximately 60% of the circulating cells with high ALDH activity expressed CD44v6. Cells with TSC2 LOH from patients with LAM and LAM/TSC exhibited different properties in different body locations, but all cell types showed high ALDH activity. CONCLUSIONS This new procedure allows for isolation of circulating LAM cells from cultured cells, blood, and chylous effusions and shows that circulating LAM cells are heterogeneous with neoplastic, metastatic, and cancer-stem cell-like properties.
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19
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Pietrobon A, Delaney SP, Stanford WL. Could Immunotherapy Sink Its Teeth into Lymphangioleiomyomatosis? Am J Respir Cell Mol Biol 2018; 59:663-665. [DOI: 10.1165/rcmb.2018-0251ed] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Adam Pietrobon
- Regenerative Medicine ProgramOttawa Hospital Research InstituteOttawa, Ontario, Canada
- Department of Cellular and Molecular MedicineUniversity of OttawaOttawa, Ontario, Canada
- Ottawa Institute of Systems BiologyOttawa, Ontario, Canada
| | - Sean P. Delaney
- Regenerative Medicine ProgramOttawa Hospital Research InstituteOttawa, Ontario, Canada
- Department of Cellular and Molecular MedicineUniversity of OttawaOttawa, Ontario, Canada
- Ottawa Institute of Systems BiologyOttawa, Ontario, Canada
| | - William L. Stanford
- Regenerative Medicine ProgramOttawa Hospital Research InstituteOttawa, Ontario, Canada
- Ottawa Institute of Systems BiologyOttawa, Ontario, Canada
- Department of Cellular and Molecular Medicineand
- Department of Biochemistry, Microbiology and ImmunologyUniversity of OttawaOttawa, Ontario, Canada
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20
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Lam HC, Siroky BJ, Henske EP. Renal disease in tuberous sclerosis complex: pathogenesis and therapy. Nat Rev Nephrol 2018; 14:704-716. [DOI: 10.1038/s41581-018-0059-6] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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21
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Goldberg AA, Joung KB, Mansuri A, Kang Y, Echavarria R, Nikolajev L, Sun Y, Yu JJ, Laporte SA, Schwertani A, Kristof AS. Oncogenic effects of urotensin-II in cells lacking tuberous sclerosis complex-2. Oncotarget 2018; 7:61152-61165. [PMID: 27458154 PMCID: PMC5308642 DOI: 10.18632/oncotarget.10748] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 07/01/2016] [Indexed: 01/16/2023] Open
Abstract
Lymphangioleiomyomatosis (LAM) is a destructive lung disease that can arise sporadically or in adults suffering from the tumor syndrome tuberous sclerosis complex (TSC). Microscopic tumors ('LAM nodules') in the lung interstitium arise from lymphatic invasion and metastasis. These consist of smooth muscle-like cells (LAM cells) that exhibit markers of neural crest differentiation and loss of the tumor suppressor protein 'tuberous sclerosis complex-2' (TSC2). Consistent with a neural phenotype, expression of the neuropeptide urotensin-II and its receptor was detected in LAM nodules. We hypothesized that loss of TSC2 sensitizes cells to the oncogenic effects of urotensin-II. TSC2-deficient Eker rat uterine leiomyoma ELT3 cells were stably transfected with empty vector or plasmid for the expression of TSC2. Urotensin-II increased cell viability and proliferation in TSC2-deficient cells, but not in TSC2-reconstituted cells. When exposed to urotensin-II, TSC2-deficient cells exhibited greater migration, anchorage-independent cell growth, and matrix invasion. The effects of urotensin-II on TSC2-deficient cells were blocked by the urotensin receptor antagonist SB657510, and accompanied by activation of Erk mitogen-activated protein kinase and focal adhesion kinase. Urotensin-II-induced proliferation and migration were reproduced in TSC2-deficient human angiomyolipoma cells, but not in those stably expressing TSC2. In a mouse xenograft model, SB657510 blocked the growth of established ELT3 tumors, reduced the number of circulating tumor cells, and attenuated the production of VEGF-D, a clinical biomarker of LAM. Urotensin receptor antagonists may be selective therapeutic agents for the treatment of LAM or other neural crest-derived neoplasms featuring loss of TSC2 or increased expression of the urotensin receptor.
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Affiliation(s)
- Alexander A Goldberg
- Meakins-Christie Laboratories, Translational Research in Respiratory Diseases Program, Montreal, Quebec, Canada.,Department of Critical Care Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | - Kwang-Bo Joung
- Meakins-Christie Laboratories, Translational Research in Respiratory Diseases Program, Montreal, Quebec, Canada.,Department of Critical Care Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | - Asma Mansuri
- Meakins-Christie Laboratories, Translational Research in Respiratory Diseases Program, Montreal, Quebec, Canada.,Department of Critical Care Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | - Yujin Kang
- Meakins-Christie Laboratories, Translational Research in Respiratory Diseases Program, Montreal, Quebec, Canada.,Department of Critical Care Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | - Raquel Echavarria
- Meakins-Christie Laboratories, Translational Research in Respiratory Diseases Program, Montreal, Quebec, Canada.,Department of Critical Care Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | - Ljiljana Nikolajev
- Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada.,Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Yang Sun
- College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jane J Yu
- College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Stephane A Laporte
- Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada.,Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Adel Schwertani
- Division of Cardiology, Montreal General Hospital, Montreal, Quebec, Canada
| | - Arnold S Kristof
- Meakins-Christie Laboratories, Translational Research in Respiratory Diseases Program, Montreal, Quebec, Canada.,Department of Critical Care Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
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22
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Reprogramming patient-derived tumor cells generates model cell lines for tuberous sclerosis-associated lymphangioleiomyomatosis. Oncoscience 2018; 4:170-172. [PMID: 29344553 PMCID: PMC5769979 DOI: 10.18632/oncoscience.375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 10/27/2017] [Indexed: 12/05/2022] Open
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23
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Notch transactivates Rheb to maintain the multipotency of TSC-null cells. Nat Commun 2017; 8:1848. [PMID: 29184052 PMCID: PMC5705704 DOI: 10.1038/s41467-017-01845-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 10/20/2017] [Indexed: 02/07/2023] Open
Abstract
Differentiation abnormalities are a hallmark of tuberous sclerosis complex (TSC) manifestations; however, the genesis of these abnormalities remains unclear. Here we report on mechanisms controlling the multi-lineage, early neuronal progenitor and neural stem-like cell characteristics of lymphangioleiomyomatosis (LAM) and angiomyolipoma cells. These mechanisms include the activation of a previously unreported Rheb-Notch-Rheb regulatory loop, in which the cyclic binding of Notch1 to the Notch-responsive elements (NREs) on the Rheb promoter is a key event. This binding induces the transactivation of Rheb. The identified NRE2 and NRE3 on the Rheb promoter are important to Notch-dependent promoter activity. Notch cooperates with Rheb to block cell differentiation via similar mechanisms in mouse models of TSC. Cell-specific loss of Tsc1 within nestin-expressing cells in adult mice leads to the formation of kidney cysts, renal intraepithelial neoplasia, and invasive papillary renal carcinoma. Tuberous sclerosis complex (TSC) is a rare genetic condition causing tumours with differentiation abnormalities; however the molecular mechanisms causing these defects are unclear. Here the authors show that Notch cooperates with Rheb to block cell differentiation forming a regulatory loop that could underlie TSC tumorigenesis.
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24
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Julian LM, Delaney SP, Wang Y, Goldberg AA, Doré C, Yockell-Lelièvre J, Tam RY, Giannikou K, McMurray F, Shoichet MS, Harper ME, Henske EP, Kwiatkowski DJ, Darling TN, Moss J, Kristof AS, Stanford WL. Human Pluripotent Stem Cell-Derived TSC2-Haploinsufficient Smooth Muscle Cells Recapitulate Features of Lymphangioleiomyomatosis. Cancer Res 2017; 77:5491-5502. [PMID: 28830860 DOI: 10.1158/0008-5472.can-17-0925] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 06/22/2017] [Accepted: 08/16/2017] [Indexed: 01/06/2023]
Abstract
Lymphangioleiomyomatosis (LAM) is a progressive destructive neoplasm of the lung associated with inactivating mutations in the TSC1 or TSC2 tumor suppressor genes. Cell or animal models that accurately reflect the pathology of LAM have been challenging to develop. Here, we generated a robust human cell model of LAM by reprogramming TSC2 mutation-bearing fibroblasts from a patient with both tuberous sclerosis complex (TSC) and LAM (TSC-LAM) into induced pluripotent stem cells (iPSC), followed by selection of cells that resemble those found in LAM tumors by unbiased in vivo differentiation. We established expandable cell lines under smooth muscle cell (SMC) growth conditions that retained a patient-specific genomic TSC2+/- mutation and recapitulated the molecular and functional characteristics of pulmonary LAM cells. These include multiple indicators of hyperactive mTORC1 signaling, presence of specific neural crest and SMC markers, expression of VEGF-D and female sex hormone receptors, reduced autophagy, and metabolic reprogramming. Intriguingly, the LAM-like features of these cells suggest that haploinsufficiency at the TSC2 locus contributes to LAM pathology, and demonstrated that iPSC reprogramming and SMC lineage differentiation of somatic patient cells with germline mutations was a viable approach to generate LAM-like cells. The patient-derived SMC lines we have developed thus represent a novel cellular model of LAM that can advance our understanding of disease pathogenesis and develop therapeutic strategies against LAM. Cancer Res; 77(20); 5491-502. ©2017 AACR.
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Affiliation(s)
- Lisa M Julian
- Ottawa Hospital Research Institute, Regenerative Medicine Program, Ottawa, Ontario, Canada.,University of Ottawa, Ottawa, Ontario, Canada
| | - Sean P Delaney
- Ottawa Hospital Research Institute, Regenerative Medicine Program, Ottawa, Ontario, Canada.,University of Ottawa, Ottawa, Ontario, Canada.,Ottawa Institute of Systems Biology, Ottawa, Ontario, Canada
| | - Ying Wang
- Ottawa Hospital Research Institute, Regenerative Medicine Program, Ottawa, Ontario, Canada
| | | | - Carole Doré
- Ottawa Hospital Research Institute, Regenerative Medicine Program, Ottawa, Ontario, Canada
| | | | - Roger Y Tam
- Ottawa Hospital Research Institute, Regenerative Medicine Program, Ottawa, Ontario, Canada.,University of Ottawa, Ottawa, Ontario, Canada.,University of Toronto, Donnelly Centre for Cellular & Biomolecular Research, Boston, Massachusetts
| | - Krinio Giannikou
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Fiona McMurray
- University of Ottawa, Ottawa, Ontario, Canada.,Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Health Sciences, Bethesda, Maryland
| | - Molly S Shoichet
- University of Toronto, Donnelly Centre for Cellular & Biomolecular Research, Boston, Massachusetts
| | - Mary-Ellen Harper
- University of Ottawa, Ottawa, Ontario, Canada.,Ottawa Institute of Systems Biology, Ottawa, Ontario, Canada.,Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Health Sciences, Bethesda, Maryland
| | - Elizabeth P Henske
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - David J Kwiatkowski
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Thomas N Darling
- Uniformed Services University of Health Sciences, Bethesda, Maryland
| | - Joel Moss
- National Heart, Lung, and Blood Institute, NIH, Bethesda, Maryland
| | - Arnold S Kristof
- Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
| | - William L Stanford
- Ottawa Hospital Research Institute, Regenerative Medicine Program, Ottawa, Ontario, Canada. .,University of Ottawa, Ottawa, Ontario, Canada.,Ottawa Institute of Systems Biology, Ottawa, Ontario, Canada
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25
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Martin KR, Zhou W, Bowman MJ, Shih J, Au KS, Dittenhafer-Reed KE, Sisson KA, Koeman J, Weisenberger DJ, Cottingham SL, DeRoos ST, Devinsky O, Winn ME, Cherniack AD, Shen H, Northrup H, Krueger DA, MacKeigan JP. The genomic landscape of tuberous sclerosis complex. Nat Commun 2017. [PMID: 28643795 PMCID: PMC5481739 DOI: 10.1038/ncomms15816] [Citation(s) in RCA: 157] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Tuberous sclerosis complex (TSC) is a rare genetic disease causing multisystem growth of benign tumours and other hamartomatous lesions, which leads to diverse and debilitating clinical symptoms. Patients are born with TSC1 or TSC2 mutations, and somatic inactivation of wild-type alleles drives MTOR activation; however, second hits to TSC1/TSC2 are not always observed. Here, we present the genomic landscape of TSC hamartomas. We determine that TSC lesions contain a low somatic mutational burden relative to carcinomas, a subset feature large-scale chromosomal aberrations, and highly conserved molecular signatures for each type exist. Analysis of the molecular signatures coupled with computational approaches reveals unique aspects of cellular heterogeneity and cell origin. Using immune data sets, we identify significant neuroinflammation in TSC-associated brain tumours. Taken together, this molecular catalogue of TSC serves as a resource into the origin of these hamartomas and provides a framework that unifies genomic and transcriptomic dimensions for complex tumours.
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Affiliation(s)
- Katie R Martin
- Center for Cancer and Cell Biology, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Wanding Zhou
- Center for Epigenetics, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Megan J Bowman
- Bioinformatics and Biostatistics Core, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Juliann Shih
- Cancer Program, Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Kit Sing Au
- Department of Pediatrics, University of Texas Health Science Center at Houston-McGovern Medical School, 6431 Fannin, Houston, Texas 77030, USA
| | - Kristin E Dittenhafer-Reed
- Center for Cancer and Cell Biology, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Kellie A Sisson
- Center for Cancer and Cell Biology, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Julie Koeman
- Cytogenetics and Pathology Core, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Daniel J Weisenberger
- Norris Comprehensive Cancer Center, University of Southern California, 1450 Biggy Street, Los Angeles, California 90033, USA
| | - Sandra L Cottingham
- Department of Pathology, Spectrum Health System, 100 Michigan Street NE, Grand Rapids, Michigan 49503, USA
| | - Steven T DeRoos
- Division of Pediatric Neurology, Helen DeVos Children's Hospital, Spectrum Health System, 100 Michigan Street NE, Grand Rapids, Michigan 49503, USA
| | - Orrin Devinsky
- Department of Neurology, New York University School of Medicine, 223 E 34 Street, New York, New York 10016, USA
| | - Mary E Winn
- Bioinformatics and Biostatistics Core, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Andrew D Cherniack
- Cancer Program, Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Hui Shen
- Center for Epigenetics, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA
| | - Hope Northrup
- Department of Pediatrics, University of Texas Health Science Center at Houston-McGovern Medical School, 6431 Fannin, Houston, Texas 77030, USA
| | - Darcy A Krueger
- Division of Neurology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, Ohio 45229, USA
| | - Jeffrey P MacKeigan
- Center for Cancer and Cell Biology, Van Andel Research Institute, 333 Bostwick Avenue NE, Grand Rapids, Michigan 49503, USA.,College of Human Medicine, Michigan State University, 220 Trowbridge Road, East Lansing, Michigan 48824, USA
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26
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Boronat S, Barber I, Thiele EA. Sclerotic bone lesions in tuberous sclerosis complex: A genotype-phenotype study. Am J Med Genet A 2017; 173:1891-1895. [DOI: 10.1002/ajmg.a.38260] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2016] [Accepted: 03/24/2017] [Indexed: 11/12/2022]
Affiliation(s)
- Susana Boronat
- Department of Neurology; Massachusetts General Hospital; Boston Massachusetts
- Department of Pediatric Neurology; Vall d'Hebron Hospital; Universitat Autònoma de Barcelona; Barcelona Spain
| | - Ignasi Barber
- Department of Pediatric Radiology, Hospital Sant Joan de Déu; Universitat de Barcelona; Barcelona Spain
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27
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Nathan N, Keppler-Noreuil KM, Biesecker LG, Moss J, Darling TN. Mosaic Disorders of the PI3K/PTEN/AKT/TSC/mTORC1 Signaling Pathway. Dermatol Clin 2017; 35:51-60. [PMID: 27890237 PMCID: PMC5130114 DOI: 10.1016/j.det.2016.07.001] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Somatic mutations in genes of the PI3K/PTEN/AKT/TSC/mTORC1 signaling pathway cause segmental overgrowth, hamartomas, and malignant tumors. Mosaicism for activating mutations in AKT1 or PIK3CA cause Proteus syndrome and PIK3CA-Related Overgrowth Spectrum, respectively. Postzygotic mutations in PTEN or TSC1/TSC2 cause mosaic forms of PTEN hamartoma tumor syndrome or tuberous sclerosis complex, respectively. Distinct features observed in these mosaic conditions in part reflect differences in embryological timing or tissue type harboring the mutant cells. Deep sequencing of affected tissue is useful for diagnosis. Drugs targeting mTORC1 or other points along this signaling pathway are in clinical trials to treat these disorders.
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Affiliation(s)
- Neera Nathan
- Department of Dermatology, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
| | - Kim M Keppler-Noreuil
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, Building 49, Room 4A56, 49 Convent Drive, National Institutes of Health, Bethesda, MD 20892, USA
| | - Leslie G Biesecker
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, Building 49, Room 4A56, 49 Convent Drive, National Institutes of Health, Bethesda, MD 20892, USA
| | - Joel Moss
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute, Building 10, Room 6D05, 10 Center Drive, National Institutes of Health, Bethesda, MD 20892-1590, USA
| | - Thomas N Darling
- Department of Dermatology, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA.
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28
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Ando K, Fujino N, Mitani K, Ota C, Okada Y, Kondo T, Mizobuchi T, Kurihara M, Suzuki K, Hoshika Y, Ebana H, Kobayashi E, Takahashi K, Kubo H, Seyama K. Isolation of individual cellular components from lung tissues of patients with lymphangioleiomyomatosis. Am J Physiol Lung Cell Mol Physiol 2016; 310:L899-908. [PMID: 27016587 DOI: 10.1152/ajplung.00365.2015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 03/19/2016] [Indexed: 01/30/2023] Open
Abstract
Lymphangioleiomyomatosis (LAM) is a rare neoplastic disease entailing cystic destruction of the lungs and progressive respiratory failure. LAM lungs are histologically characterized by the proliferation of smooth muscle-like cells (LAM cells) and an abundance of lymphatic vessels. To elucidate the pathophysiological processes of LAM, cell-type-specific analyses are required. However, no method exists for isolating the individual types of cells in LAM lesions. Therefore, we established a fluorescence-activated cell sorting (FACS)-based method for the direct isolation of LAM cells and other various cellular components from LAM-affected lung tissue. We obtained LAM-affected lung tissue from resections or transplant recipients and prepared single-cell suspensions. FACS, immunohistochemical, and molecular analysis were used cooperatively to isolate HMB45-positive LAM cells with tuberous sclerosis complex (TSC) 2 loss of heterozygosity (LOH). Using a combination of antibodies against an epithelial cell adhesion molecule (EpCAM) and podoplanin, we fractionated CD45-negative lung cells into three groups: lymphatic endothelial cells (LEC) (EpCAM(-)/podoplanin(hi) subset), alveolar type II cells (EpCAM(hi)/podoplanin(-) subset), and mesenchymal cells (EpCAM(-)/podoplanin(-/low) subset). During subsequent analysis of HMB45 expression, as a LAM-specific marker, we clearly identified LAM cells in the mesenchymal cell population. We then discovered that CD90(+)/CD34(-) cells in the mesenchymal cell population are not only positive for HBM45 but also had TSC2 LOH. These isolated cells were viable and subsequently amenable to cell culture. This method enables us to isolate LAM cells and other cellular components, including LAM-associated LEC, from LAM-affected lung tissues, providing new research opportunities in this field.
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Affiliation(s)
- Katsutoshi Ando
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan;
| | - Naoya Fujino
- Department of Advanced Preventive Medicine for Infectious Disease, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Keiko Mitani
- Division of Human Pathology, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - Chiharu Ota
- Department of Advanced Preventive Medicine for Infectious Disease, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yoshinori Okada
- Department of Thoracic Surgery, Institute of Development, Aging, and Cancer, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Takashi Kondo
- Department of Thoracic Surgery, Institute of Development, Aging, and Cancer, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Teruaki Mizobuchi
- Pneumothorax Research Center and Division of Thoracic Surgery, Nissan Tamagawa Hospital, Tokyo, Japan; and
| | - Masatoshi Kurihara
- Pneumothorax Research Center and Division of Thoracic Surgery, Nissan Tamagawa Hospital, Tokyo, Japan; and
| | - Kenji Suzuki
- Division of Thoracic Surgery, Juntendo University Faculty of Medicine and Graduate School of Medicine, Bunkyo-Ku, Tokyo, Japan
| | - Yoshito Hoshika
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - Hiroki Ebana
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - Etsuko Kobayashi
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - Kazuhisa Takahashi
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - Hiroshi Kubo
- Department of Advanced Preventive Medicine for Infectious Disease, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Kuniaki Seyama
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
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29
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Nuñez O, Román A, Johnson SR, Inoue Y, Hirose M, Casanova Á, de Garibay GR, Herranz C, Bueno-Moreno G, Boni J, Mateo F, Petit A, Climent F, Soler T, Vidal A, Sánchez-Mut JV, Esteller M, López JI, García N, Gumà A, Ortega R, Plà MJ, Campos M, Ansótegui E, Molina-Molina M, Valenzuela C, Ussetti P, Laporta R, Ancochea J, Xaubet A, Pollán M, Pujana MA. Study of breast cancer incidence in patients of lymphangioleiomyomatosis. Breast Cancer Res Treat 2016; 156:195-201. [PMID: 26951504 PMCID: PMC4788694 DOI: 10.1007/s10549-016-3737-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Accepted: 02/27/2016] [Indexed: 11/30/2022]
Abstract
Molecular evidence has linked the pathophysiology of lymphangioleiomyomatosis (LAM) to that of metastatic breast cancer. Following on this observation, we assessed the association between LAM and subsequent breast cancer. An epidemiological study was carried out using three LAM country cohorts, from Japan, Spain, and the United Kingdom. The number of incident breast cancer cases observed in these cohorts was compared with the number expected on the basis of the country-specific incidence rates for the period 2000–2014. Immunohistochemical studies and exome sequence analysis were performed in two and one tumors, respectively. All cohorts revealed breast cancer standardized incidence ratios (SIRs) ≥ 2.25. The combined analysis of all cases or restricted to pre-menopausal age groups revealed significantly higher incidence of breast cancer: SIR = 2.81, 95 % confidence interval (CI) = 1.32–5.57, P = 0.009; and SIR = 4.88, 95 % CI = 2.29–9.99, P = 0.0007, respectively. Immunohistochemical analyses showed positivity for known markers of lung metastatic potential. This study suggests the existence of increased breast cancer risk among LAM patients. Prospective studies may be warranted to corroborate this result, which may be particularly relevant for pre-menopausal women with LAM.
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Affiliation(s)
- Olivier Nuñez
- Cancer and Environmental Epidemiology Unit, National Center for Epidemiology, Carlos III Institute of Health, and Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Sinesio Delgado 6, 28029, Madrid, Spain
| | - Antonio Román
- Lung Transplant Unit, Department of Pulmonology, Lymphangioleiomyomatosis Clinic, Vall d'Hebron University Hospital, 08035, Barcelona, Catalonia, Spain
| | - Simon R Johnson
- National Centre for Lymphangioleiomyomatosis, Nottingham University Hospitals NHS Trust, Nottingham, Nottinghamshire, UK Division of Respiratory Medicine and Respiratory Research Unit, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Yoshikazu Inoue
- National Hospital Organization Kinki-Chuo Chest Medical Center, Sakai, 591-8555, Osaka, Japan
| | - Masaki Hirose
- National Hospital Organization Kinki-Chuo Chest Medical Center, Sakai, 591-8555, Osaka, Japan
| | - Álvaro Casanova
- Department of Pneumology, Henares Hospital, 28882, Madrid, Spain
| | - Gorka Ruiz de Garibay
- ProCURE, Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), Gran via 199, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Carmen Herranz
- ProCURE, Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), Gran via 199, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Gema Bueno-Moreno
- Department of Biochemistry, Autonomous University of Madrid (UAM), Biomedical Research Institute "Alberto Sols" (Spanish National Research Council (CSIC)-UAM), Hospital La Paz Institute for Health Research (IdiPAZ), 28029, Madrid, Spain
- MD Anderson International Foundation, 28033, Madrid, Spain
| | - Jacopo Boni
- ProCURE, Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), Gran via 199, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Francesca Mateo
- ProCURE, Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), Gran via 199, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Anna Petit
- Department of Pathology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Fina Climent
- Department of Pathology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Teresa Soler
- Department of Pathology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - August Vidal
- Department of Pathology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - José Vicente Sánchez-Mut
- Cancer Epigenetics and Biology Program, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
- Department of Physiological Sciences II, School of Medicine, University of Barcelona, 08908, Barcelona, Catalonia, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), 08010, Barcelona, Catalonia, Spain
| | - José Ignacio López
- Cruces University Hospital, BioCruces Research Institute, University of the Basque Country, 48903, Barakaldo, Spain
| | - Nadia García
- ProCURE, Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), Gran via 199, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Anna Gumà
- Department of Radiology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Raúl Ortega
- Department of Radiology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - María Jesús Plà
- Breast Cancer Functional Unit, Department of Gynecology, University Hospital of Bellvitge, ICO, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Miriam Campos
- Breast Cancer Functional Unit, Department of Medical Oncology, ICO, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
| | - Emilio Ansótegui
- Lung Transplant and Cystic Fibrosis Unit, Hospital Universitario y Politecnico La Fe, 46026, Valencia, Spain
| | - María Molina-Molina
- Department of Pneumology, University Hospital of Bellvitge, IDIBELL, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain
- Consortium for Biomedical Research in Respiratory Diseases (CIBERES), 28029, Madrid, Spain
| | - Claudia Valenzuela
- Department of Pneumology, Instituto de Investigación Sanitaria La Princesa, Hospital La Princesa, 28006, Madrid, Spain
| | - Piedad Ussetti
- Department of Pneumology, University Hospital Clínica Puerta del Hierro, 28222, Madrid, Spain
| | - Rosalía Laporta
- Department of Pneumology, University Hospital Clínica Puerta del Hierro, 28222, Madrid, Spain
| | - Julio Ancochea
- Department of Pneumology, Instituto de Investigación Sanitaria La Princesa, Hospital La Princesa, 28006, Madrid, Spain
| | - Antoni Xaubet
- Consortium for Biomedical Research in Respiratory Diseases (CIBERES), 28029, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona, August Pi Suñer Biomedical Research Institute (IDIBAPS), 08036, Barcelona, Catalonia, Spain
| | - Marina Pollán
- Cancer and Environmental Epidemiology Unit, National Center for Epidemiology, Carlos III Institute of Health, and Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Sinesio Delgado 6, 28029, Madrid, Spain.
| | - Miguel Angel Pujana
- ProCURE, Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), Gran via 199, L'Hospitalet del Llobregat, 08908, Barcelona, Catalonia, Spain.
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30
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Ruiz de Garibay G, Herranz C, Llorente A, Boni J, Serra-Musach J, Mateo F, Aguilar H, Gómez-Baldó L, Petit A, Vidal A, Climent F, Hernández-Losa J, Cordero Á, González-Suárez E, Sánchez-Mut JV, Esteller M, Llatjós R, Varela M, López JI, García N, Extremera AI, Gumà A, Ortega R, Plà MJ, Fernández A, Pernas S, Falo C, Morilla I, Campos M, Gil M, Román A, Molina-Molina M, Ussetti P, Laporta R, Valenzuela C, Ancochea J, Xaubet A, Casanova Á, Pujana MA. Lymphangioleiomyomatosis Biomarkers Linked to Lung Metastatic Potential and Cell Stemness. PLoS One 2015; 10:e0132546. [PMID: 26167915 PMCID: PMC4500593 DOI: 10.1371/journal.pone.0132546] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2015] [Accepted: 06/17/2015] [Indexed: 12/23/2022] Open
Abstract
Lymphangioleiomyomatosis (LAM) is a rare lung-metastasizing neoplasm caused by the proliferation of smooth muscle-like cells that commonly carry loss-of-function mutations in either the tuberous sclerosis complex 1 or 2 (TSC1 or TSC2) genes. While allosteric inhibition of the mechanistic target of rapamycin (mTOR) has shown substantial clinical benefit, complementary therapies are required to improve response and/or to treat specific patients. However, there is a lack of LAM biomarkers that could potentially be used to monitor the disease and to develop other targeted therapies. We hypothesized that the mediators of cancer metastasis to lung, particularly in breast cancer, also play a relevant role in LAM. Analyses across independent breast cancer datasets revealed associations between low TSC1/2 expression, altered mTOR complex 1 (mTORC1) pathway signaling, and metastasis to lung. Subsequently, immunohistochemical analyses of 23 LAM lesions revealed positivity in all cases for the lung metastasis mediators fascin 1 (FSCN1) and inhibitor of DNA binding 1 (ID1). Moreover, assessment of breast cancer stem or luminal progenitor cell biomarkers showed positivity in most LAM tissue for the aldehyde dehydrogenase 1 (ALDH1), integrin-ß3 (ITGB3/CD61), and/or the sex-determining region Y-box 9 (SOX9) proteins. The immunohistochemical analyses also provided evidence of heterogeneity between and within LAM cases. The analysis of Tsc2-deficient cells revealed relative over-expression of FSCN1 and ID1; however, Tsc2-deficient cells did not show higher sensitivity to ID1-based cancer inhibitors. Collectively, the results of this study reveal novel LAM biomarkers linked to breast cancer metastasis to lung and to cell stemness, which in turn might guide the assessment of additional or complementary therapeutic opportunities for LAM.
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Affiliation(s)
- Gorka Ruiz de Garibay
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Carmen Herranz
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Alicia Llorente
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Jacopo Boni
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Jordi Serra-Musach
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Francesca Mateo
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Helena Aguilar
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Laia Gómez-Baldó
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Anna Petit
- Department of Pathology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - August Vidal
- Department of Pathology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Fina Climent
- Department of Pathology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | | | - Álex Cordero
- Cancer Epigenetics and Biology Program, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Eva González-Suárez
- Cancer Epigenetics and Biology Program, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - José Vicente Sánchez-Mut
- Cancer Epigenetics and Biology Program, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
- Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Catalonia, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
| | - Roger Llatjós
- Department of Pathology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Mar Varela
- Department of Pathology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - José Ignacio López
- Cruces University Hospital, BioCruces Research Institute, University of the Basque Country, Barakaldo, Spain
| | - Nadia García
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Ana I. Extremera
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Anna Gumà
- Department of Radiology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Raúl Ortega
- Department of Radiology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - María Jesús Plà
- Department of Gynecology, University Hospital of Bellvitge, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Adela Fernández
- Department of Medical Oncology, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Sònia Pernas
- Department of Medical Oncology, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Catalina Falo
- Department of Medical Oncology, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Idoia Morilla
- Department of Medical Oncology, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Miriam Campos
- Department of Medical Oncology, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Miguel Gil
- Department of Medical Oncology, Breast Cancer Unit, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
| | - Antonio Román
- Department of Pulmonology, Lung Transplant Unit, Lymphangioleiomyomatosis (LAM) Clinic, Vall d'Hebron University Hospital, Barcelona, Catalonia, Spain
| | - María Molina-Molina
- Department of Pneumology, University Hospital of Bellvitge, Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
- Biomedical Research Centre Network for Respiratory Diseases (CIBERES), Madrid, Spain
| | - Piedad Ussetti
- Department of Pneumology, University Hospital Clínica Puerta del Hierro, Madrid, Spain
| | - Rosalía Laporta
- Department of Pneumology, University Hospital Clínica Puerta del Hierro, Madrid, Spain
| | - Claudia Valenzuela
- Department of Pneumology, Instituto de Investigación Sanitaria La Princesa, Hospital La Princesa, Madrid, Spain
| | - Julio Ancochea
- Department of Pneumology, Instituto de Investigación Sanitaria La Princesa, Hospital La Princesa, Madrid, Spain
| | - Antoni Xaubet
- Biomedical Research Centre Network for Respiratory Diseases (CIBERES), Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona, Agusti Pi Suñer Biomedical Research Institute (IDIBAPS), Barcelona, Catalonia, Spain
| | | | - Miguel Angel Pujana
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology, Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), L’Hospitalet del Llobregat, Catalonia, Spain
- * E-mail:
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