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Li Y, Ladd Z, Xiong Z, Bui-Linh C, Paiboonrungruang C, Subramaniyan B, Li H, Wang H, Balch C, Shersher DD, Spitz F, Chen X. Lymphatic Metastasis of Esophageal Squamous Cell Carcinoma: The Role of NRF2 and Therapeutic Strategies. Cancers (Basel) 2025; 17:1853. [PMID: 40507333 PMCID: PMC12153707 DOI: 10.3390/cancers17111853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2025] [Revised: 05/26/2025] [Accepted: 05/28/2025] [Indexed: 06/16/2025] Open
Abstract
The lethality of esophageal squamous cell carcinoma (ESCC), and other epithelial cancers, is primarily due to its aggressive nature and frequent lymphatic metastasis, both of which impact prognosis. In this review, we explore the underlying molecular mechanisms of ESCC lymphatic metastasis, specifically, the functional role of NRF2 and therapeutic strategies. Current data suggest that NRF2 hyperactivation (NRF2high) may promote lymphatic metastasis of ESCC by affecting the extracellular matrix (ECM), epithelial-mesenchymal transition (EMT), lymphangiogenesis, immune evasion, metabolic programming, and Hippo signaling. We also update the latest developments in NRF2 inhibitors, their mechanisms of action, screening strategies, and approaches for evaluating compound efficacy. Finally, we highlight the utility of animal models for mechanistic studies and therapeutic development. We believe elucidation of the functional role of NRF2 in ESCC lymphatic metastasis and developing proper NRF2 inhibitors will greatly improve the clinical prognosis of ESCC in human patients.
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Affiliation(s)
- Yahui Li
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
| | - Zachary Ladd
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Zhaohui Xiong
- Coriell Institute for Medical Research, Camden, NJ 08103, USA; (Z.X.); (C.B.-L.); (C.P.); (C.B.)
| | - Candice Bui-Linh
- Coriell Institute for Medical Research, Camden, NJ 08103, USA; (Z.X.); (C.B.-L.); (C.P.); (C.B.)
| | | | - Boopathi Subramaniyan
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
| | - Huan Li
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
| | - Haining Wang
- Insilico Medicine Canada Inc., Montreal, QC H3B 4W8, Canada;
| | - Curt Balch
- Coriell Institute for Medical Research, Camden, NJ 08103, USA; (Z.X.); (C.B.-L.); (C.P.); (C.B.)
| | - David D. Shersher
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
- MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA
| | - Francis Spitz
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
- MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA
| | - Xiaoxin Chen
- Surgical Research Lab, Department of Surgery, Cooper University Health Care, Camden, NJ 08103, USA; (Y.L.); (Z.L.); (B.S.); (H.L.); (D.D.S.); (F.S.)
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
- Coriell Institute for Medical Research, Camden, NJ 08103, USA; (Z.X.); (C.B.-L.); (C.P.); (C.B.)
- MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA
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2
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Hasan SK, Jayakumar S, Espina Barroso E, Jha A, Catalano G, Sandur SK, Noguera NI. Molecular Targets of Oxidative Stress: Focus on Nuclear Factor Erythroid 2-Related Factor 2 Function in Leukemia and Other Cancers. Cells 2025; 14:713. [PMID: 40422216 DOI: 10.3390/cells14100713] [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: 04/14/2025] [Revised: 05/04/2025] [Accepted: 05/08/2025] [Indexed: 05/28/2025] Open
Abstract
Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcription factor that plays a central role in regulating cellular responses to oxidative stress. It governs the expression of a broad range of genes involved in antioxidant defense, detoxification, metabolism, and other cytoprotective pathways. In normal cells, the transient activation of Nrf2 serves as a protective mechanism to maintain redox homeostasis. However, the persistent or aberrant activation of Nrf2 in cancer cells has been implicated in tumor progression, metabolic reprogramming, and resistance to chemotherapy and radiotherapy. These dual roles underscore the complexity of Nrf2 signaling and its potential as a therapeutic target. A deeper understanding of Nrf2 regulation in both normal and malignant contexts is essential for the development of effective Nrf2-targeted therapies. This review provides a comprehensive overview of Nrf2 regulation and function, highlighting its unique features in cancer biology, particularly its role in metabolic adaptation and drug resistance. Special attention is given to the current knowledge of Nrf2's involvement in leukemia and emerging strategies for its therapeutic modulation.
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Affiliation(s)
- Syed K Hasan
- Hasan Lab, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Navi Mumbai 410210, India
- Department of Life Sciences, Homi Bhabha National Institute, Mumbai 400094, India
| | - Sundarraj Jayakumar
- Radiation Biology and Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India
- Department of Life Sciences, Homi Bhabha National Institute, Mumbai 400094, India
| | | | - Anup Jha
- Hasan Lab, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Navi Mumbai 410210, India
- Department of Life Sciences, Homi Bhabha National Institute, Mumbai 400094, India
| | - Gianfranco Catalano
- Santa Lucia Foundation, I.R.C.C.S. Via del Fosso di Fiorano, 00042 Rome, Italy
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00042 Rome, Italy
| | - Santosh K Sandur
- Radiation Biology and Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India
- Department of Life Sciences, Homi Bhabha National Institute, Mumbai 400094, India
| | - Nelida I Noguera
- Santa Lucia Foundation, I.R.C.C.S. Via del Fosso di Fiorano, 00042 Rome, Italy
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00042 Rome, Italy
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3
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Janes KA, Lazzara MJ. Systems Biology of the Cancer Cell. Annu Rev Biomed Eng 2025; 27:1-28. [PMID: 39689262 DOI: 10.1146/annurev-bioeng-103122-030552] [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] [Indexed: 12/19/2024]
Abstract
Questions in cancer have engaged systems biologists for decades. During that time, the quantity of molecular data has exploded, but the need for abstractions, formal models, and simplifying insights has remained the same. This review brings together classic breakthroughs and recent findings in the field of cancer systems biology, focusing on cancer cell pathways for tumorigenesis and therapeutic response. Cancer cells mutate and transduce information from their environment to alter gene expression, metabolism, and phenotypic states. Understanding the molecular architectures that make each of these steps possible is a long-term goal of cancer systems biology pursued by iterating between quantitative models and experiments. We argue that such iteration is the best path to deploying targeted therapies intelligently so that each patient receives the maximum benefit for their cancer.
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Affiliation(s)
- Kevin A Janes
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, Virginia, USA
- Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA; ,
| | - Matthew J Lazzara
- Department of Chemical Engineering, University of Virginia, Charlottesville, Virginia, USA
- Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA; ,
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Li J, Nagasaka Y, Shen H, Zhou X, Ma J, Trevisan-Silva D, Sherman NE, Ambati J, Gelfand BD, Guo LW. TMEM97 governs partial epithelial-mesenchymal transition of retinal pigment epithelial cells via the CTNND2-ADAM10 axis. MOLECULAR THERAPY. NUCLEIC ACIDS 2025; 36:102460. [PMID: 39995975 PMCID: PMC11848774 DOI: 10.1016/j.omtn.2025.102460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 01/17/2025] [Indexed: 02/26/2025]
Abstract
Epithelial-mesenchymal transition (EMT) is associated with retinal pigment epithelium (RPE) dysfunction in degenerative retinal diseases. However, the role of partial EMT (pEMT), a hybrid state exhibiting both epithelial and mesenchymal markers, remains poorly understood in this context. Our previous research demonstrated that TMEM97 ablation in mice worsens photoreceptor loss in an oxidant-induced RPE damage model. Here, we link TMEM97 to pEMT in RPE cells and explore the underlying molecular mechanisms. We found that re-expressing TMEM97 in the RPE of TMEM97-knockout mice, via subretinal lentiviral delivery, mitigated oxidant (NaIO3)-induced photoreceptor loss. Interestingly, TMEM97 knockout in ARPE19 cells in vitro led to upregulation of cadherin/adhesion-binding pathways, even without oxidant exposure. Integrated proteomic, transcriptomic, segmentation, and immunoblot analyses revealed that TMEM97 ablation induces pEMT, marked by the concurrent expression of epithelial E-cadherin and mesenchymal N-cadherin, a process reversed upon TMEM97 re-expression. Furthermore, TMEM97 negatively regulated CTNND2 protein (catenin δ-2), but not the known EMT driver β-catenin, and CTNND2 was found to promote ADAM10, which sustains both E- and N-cadherin protein levels. These findings identify TMEM97 as a novel regulator of RPE-cell pEMT through the CTNND2-ADAM10 axis, highlighting potential new targets for therapeutic intervention in RPE-related pathophysiology.
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Affiliation(s)
- Jing Li
- Division of Surgical Sciences, Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Yosuke Nagasaka
- Department of Ophthalmology, University of Virginia, Charlottesville, VA 22903, USA
| | - Hongtao Shen
- Division of Surgical Sciences, Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Xinyu Zhou
- Division of Surgical Sciences, Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Jianjie Ma
- Division of Surgical Sciences, Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Dilza Trevisan-Silva
- School of Medicine Core Facilities, University of Virginia, Charlottesville, VA 22903, USA
| | - Nicholas E. Sherman
- School of Medicine Core Facilities, University of Virginia, Charlottesville, VA 22903, USA
| | - Jayakrishna Ambati
- Department of Ophthalmology, University of Virginia, Charlottesville, VA 22903, USA
| | - Bradley D. Gelfand
- Department of Ophthalmology, University of Virginia, Charlottesville, VA 22903, USA
| | - Lian-Wang Guo
- Division of Surgical Sciences, Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA
- Department of Ophthalmology, University of Virginia, Charlottesville, VA 22903, USA
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22903, USA
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Schiavoni V, Emanuelli M, Milanese G, Galosi AB, Pompei V, Salvolini E, Campagna R. Nrf2 Signaling in Renal Cell Carcinoma: A Potential Candidate for the Development of Novel Therapeutic Strategies. Int J Mol Sci 2024; 25:13239. [PMID: 39769005 PMCID: PMC11675435 DOI: 10.3390/ijms252413239] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/05/2024] [Accepted: 12/08/2024] [Indexed: 01/11/2025] Open
Abstract
Renal cell carcinoma (RCC) is the most common type of kidney cancer arising from renal tubular epithelial cells and is characterized by a high aggressive behavior and invasiveness that lead to poor prognosis and high mortality rate. Diagnosis of RCC is generally incidental and occurs when the stage is advanced and the disease is already metastatic. The management of RCC is further complicated by an intrinsic resistance of this malignancy to chemotherapy and radiotherapy, which aggravates the prognosis. For these reasons, there is intense research focused on identifying novel biomarkers which may be useful for a better prognostic assessment, as well as molecular markers which could be utilized for targeted therapy. Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcriptional factor that has been identified as a key modulator of oxidative stress response, and its overexpression is considered a negative prognostic feature in several types of cancers including RCC, since it is involved in various key cancer-promoting functions such as proliferation, anabolic metabolism and resistance to chemotherapy. Given the key role of Nrf2 in promoting tumor progression, this enzyme could be a promising biomarker for a more accurate prediction of RCC course and it can also represent a valuable therapeutic target. In this review, we provide a comprehensive literature analysis of studies that have explored the role of Nrf2 in RCC, underlining the possible implications for targeted therapy.
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Affiliation(s)
- Valentina Schiavoni
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
| | - Monica Emanuelli
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
- New York-Marche Structural Biology Center (NY-MaSBiC), Polytechnic University of Marche, 60131 Ancona, Italy
| | - Giulio Milanese
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
| | - Andrea Benedetto Galosi
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
| | - Veronica Pompei
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
| | - Eleonora Salvolini
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
| | - Roberto Campagna
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy; (V.S.); (M.E.); (G.M.); (A.B.G.); (V.P.)
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6
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Prasad P, Chongtham J, Tripathi SC, Ganguly NK, Mittal SA, Srivastava T. Targeted inhibition of NRF2 reduces the invasive and metastatic ability of HIP1 depleted lung cancer cells. Biochem Biophys Res Commun 2024; 733:150676. [PMID: 39303527 DOI: 10.1016/j.bbrc.2024.150676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 09/05/2024] [Accepted: 09/06/2024] [Indexed: 09/22/2024]
Abstract
BACKGROUND Non-Small Cell Lung Cancer (NSCLC) presents as a highly metastatic disease with Kras and P53 as prevalent oncogenic driver mutations. Endocytosis, through its role in receptor recycling and enrichment, is important for cancer cell proliferation and metastasis. Huntingtin Interacting Protein 1 (HIP1) is a clathrin mediated endocytic adapter protein found overexpressed in different cancers. However, conflicting roles both as a tumour promoter and suppressor are reported. HIP1 expression is found repressed at advanced stages and some HIP1-ALK fusions are reported in NSCLC patients. However, the molecular mechanisms and implications of HIP1 depletion are not completely understood. METHODS HIP1 depletion was performed using siRNA transient transfection and validated using immunoblotting for each experiment. Gene expression dataset from TCGA, GTEX and GEO databases was analysed to explore HIP1 expression in Lung cancer patients. Kaplan-Meier Plotter database was used to analyse the survival correlation between HIP1 mRNA expression in lung cancer patients. HIP1 depleted A549 cells were analysed for deregulated global proteome using label-free LC-MS and this data is available via ProteomeXchange with identifier PXD054307. Various functional assays such as matrigel based invasion, trans-well migration, soft agar colony and angiogenesis tube formation were performed after HIP1 depletion. NRF2 inhibitor was used after HIP1 knockdown to assess its effect on invasion and soft agar colony formation. RESULTS In silico analysis of HIP1 transcript expression reveals that it is reduced in high-grade and metastatic lung cancer patients correlating with poor survival. Global proteome profiling reveals that HIP1 depleted A549 cells are enriched in pathways associated with metabolism, proliferation and survival. Molecular and functional analysis indicate higher invasive ability of HIP1 depleted cells. The secretome from HIP1 depleted cells also increases the angiogenic potential of HUVEC cells. NRF2 inhibition significantly reverses invasion of HIP1 depleted NSCLC cells with different driver mutations. CONCLUSION Our study shows that HIP1 depletion leads to activation of various molecular pathways responsible for cell proliferation and survival. Additionally, enhancement of invasion and anchorage-independent growth in HIP1 depleted subsets of NSCLC cells is via upregulation of NRF2 and can be reversed by its inhibitor.
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Affiliation(s)
- Peeyush Prasad
- Department of Biotechnology & Research, Sir Ganga Ram Hospital, India; Manipal Academy of Higher Education, Manipal University, India
| | | | | | | | - Shivani Arora Mittal
- Department of Biotechnology & Research, Sir Ganga Ram Hospital, India; Manipal Academy of Higher Education, Manipal University, India.
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Fernando W, Cruickshank BM, Arun RP, MacLean MR, Cahill HF, Morales-Quintanilla F, Dean CA, Wasson MCD, Dahn ML, Coyle KM, Walker OL, Power Coombs MR, Marcato P. ALDH1A3 is the switch that determines the balance of ALDH + and CD24 -CD44 + cancer stem cells, EMT-MET, and glucose metabolism in breast cancer. Oncogene 2024; 43:3151-3169. [PMID: 39251846 PMCID: PMC11493680 DOI: 10.1038/s41388-024-03156-4] [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: 05/02/2024] [Revised: 08/29/2024] [Accepted: 09/02/2024] [Indexed: 09/11/2024]
Abstract
Plasticity is an inherent feature of cancer stem cells (CSCs) and regulates the balance of key processes required at different stages of breast cancer progression, including epithelial-to-mesenchymal transition (EMT) versus mesenchymal-to-epithelial transition (MET), and glycolysis versus oxidative phosphorylation. Understanding the key factors that regulate the switch between these processes could lead to novel therapeutic strategies that limit tumor progression. We found that aldehyde dehydrogenase 1A3 (ALDH1A3) regulates these cancer-promoting processes and the abundance of the two distinct breast CSC populations defined by high ALDH activity and CD24-CD44+ cell surface expression. While ALDH1A3 increases ALDH+ breast cancer cells, it inversely suppresses the CD24-CD44+ population by retinoic acid signaling-mediated gene expression changes. This switch in CSC populations induced by ALDH1A3 was paired with decreased migration but increased invasion and an intermediate EMT phenotype. We also demonstrate that ALDH1A3 increases oxidative phosphorylation and decreases glycolysis and reactive oxygen species (ROS). The effects of ALDH1A3 reduction were countered with the glycolysis inhibitor 2-deoxy-D-glucose (2DG). In cell culture and tumor xenograft models, 2DG suppresses the increase in the CD24-CD44+ population and ROS induced by ALDH1A3 knockdown. Combined inhibition of ALDH1A3 and glycolysis best reduces breast tumor growth and tumor-initiating cells, suggesting that the combination of targeting ALDH1A3 and glycolysis has therapeutic potential for limiting CSCs and tumor progression. Together, these findings identify ALDH1A3 as a key regulator of processes required for breast cancer progression and depletion of ALDH1A3 makes breast cancer cells more susceptible to glycolysis inhibition.
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Affiliation(s)
- Wasundara Fernando
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
- Department of Biology, Acadia University, Wolfville, NS, Canada
| | - Brianne M Cruickshank
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
- Department of Surgery, Dalhousie University, Halifax, NS, Canada
| | - Raj Pranap Arun
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
| | - Maya R MacLean
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
| | - Hannah F Cahill
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
| | | | - Cheryl A Dean
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
| | | | - Margaret L Dahn
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
| | - Krysta M Coyle
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
- Department of Molecular Biology & Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Olivia L Walker
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
| | - Melanie R Power Coombs
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
- Department of Biology, Acadia University, Wolfville, NS, Canada
| | - Paola Marcato
- Department of Pathology, Dalhousie University, Halifax, NS, Canada.
- Department of Microbiology & Immunology, Dalhousie University, Halifax, NS, Canada.
- Nova Scotia Health Authority, Halifax, NS, Canada.
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8
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Tian Y, Tang L, Wang X, Ji Y, Tu Y. Nrf2 in human cancers: biological significance and therapeutic potential. Am J Cancer Res 2024; 14:3935-3961. [PMID: 39267682 PMCID: PMC11387866 DOI: 10.62347/lzvo6743] [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: 02/28/2024] [Accepted: 08/07/2024] [Indexed: 09/15/2024] Open
Abstract
The nuclear factor-erythroid 2-related factor 2 (Nrf2) is able to control the redox balance in the cells responding to oxidative damage and other stress signals. The Nrf2 upregulation can elevate the levels of antioxidant enzymes to support against damage and death. In spite of protective function of Nrf2 in the physiological conditions, the stimulation of Nrf2 in the cancer has been in favour of tumorigenesis. Since the dysregulation of molecular pathways and mutations/deletions are common in tumors, Nrf2 can be a promising therapeutic target. The Nrf2 overexpression can prevent cell death in tumor and by increasing the survival rate of cancer cells, ensures the carcinogenesis. Moreover, the induction of Nrf2 can promote the invasion and metastasis of tumor cells. The Nrf2 upregulation stimulates EMT to increase cancer metastasis. Furthermore, regarding the protective function of Nrf2, its stimulation triggers chemoresistance. The natural products can regulate Nrf2 in the cancer therapy and reverse drug resistance. Moreover, nanostructures can specifically target Nrf2 signaling in cancer therapy. The current review discusses the potential function of Nrf2 in the proliferation, metastasis and drug resistance. Then, the capacity of natural products and nanostructures for suppressing Nrf2-mediated cancer progression is discussed.
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Affiliation(s)
- Yu Tian
- Research Center, Huizhou Central People's Hospital, Guangdong Medical University Huizhou, Guangdong, China
- School of Public Health, Benedictine University Lisle, Illinois, USA
| | - Lixin Tang
- Department of Respiratory, Chongqing Public Health Medical Center Chongqing, China
| | - Xin Wang
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School Boston, Massachusetts, USA
| | - Yanqin Ji
- Department of Administration, Huizhou Central People's Hospital, Guangdong Medical University Huizhou, Guangdong, China
| | - Yanyang Tu
- Research Center, Huizhou Central People's Hospital, Guangdong Medical University Huizhou, Guangdong, China
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9
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Sahoo S, Ramu S, Nair MG, Pillai M, San Juan BP, Milioli HZ, Mandal S, Naidu CM, Mavatkar AD, Subramaniam H, Neogi AG, Chaffer CL, Prabhu JS, Somarelli JA, Jolly MK. Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer. iScience 2024; 27:110116. [PMID: 38974967 PMCID: PMC11225361 DOI: 10.1016/j.isci.2024.110116] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 04/04/2024] [Accepted: 05/23/2024] [Indexed: 07/09/2024] Open
Abstract
Intra-tumoral phenotypic heterogeneity promotes tumor relapse and therapeutic resistance and remains an unsolved clinical challenge. Decoding the interconnections among different biological axes of plasticity is crucial to understand the molecular origins of phenotypic heterogeneity. Here, we use multi-modal transcriptomic data-bulk, single-cell, and spatial transcriptomics-from breast cancer cell lines and primary tumor samples, to identify associations between epithelial-mesenchymal transition (EMT) and luminal-basal plasticity-two key processes that enable heterogeneity. We show that luminal breast cancer strongly associates with an epithelial cell state, but basal breast cancer is associated with hybrid epithelial/mesenchymal phenotype(s) and higher phenotypic heterogeneity. Mathematical modeling of core underlying gene regulatory networks representative of the crosstalk between the luminal-basal and epithelial-mesenchymal axes elucidate mechanistic underpinnings of the observed associations from transcriptomic data. Our systems-based approach integrating multi-modal data analysis with mechanism-based modeling offers a predictive framework to characterize intra-tumor heterogeneity and identify interventions to restrict it.
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Affiliation(s)
- Sarthak Sahoo
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Soundharya Ramu
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Madhumathy G. Nair
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | - Maalavika Pillai
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | | | | | - Susmita Mandal
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Chandrakala M. Naidu
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | - Apoorva D. Mavatkar
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | - Harini Subramaniam
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Arpita G. Neogi
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Christine L. Chaffer
- Garvan Institute of Medical Research, Darlinghurst, NSW 2010, Australia
- University of New South Wales, UNSW Medicine, Sydney, NSW 2010, Australia
| | - Jyothi S. Prabhu
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | | | - Mohit Kumar Jolly
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
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10
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Wu L, Hu Z, Song XF, Liao YJ, Xiahou JH, Li Y, Zhang ZH. Targeting Nrf2 signaling pathways in the role of bladder cancer: From signal network to targeted therapy. Biomed Pharmacother 2024; 176:116829. [PMID: 38820972 DOI: 10.1016/j.biopha.2024.116829] [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: 10/03/2023] [Revised: 05/09/2024] [Accepted: 05/26/2024] [Indexed: 06/02/2024] Open
Abstract
Bladder cancer (BC) is the most common malignancy of the urinary system and often recurs after tumor removal and/or is resistant to chemotherapy. In cancer cells, the activity of the signaling pathway changes significantly, affecting a wide range of cell activities from growth and proliferation to apoptosis, invasion and metastasis. Nrf2 is a transcription factor that plays an important role in cellular defense responses to a variety of cellular stresses. There is increasing evidence that Nrf2 acts as a tumor driver and that it is involved in the maintenance of malignant cell phenotypes. Abnormal expression of Nrf2 has been found to be common in a variety of tumors, including bladder cancer. Over-activation of Nrf2 can lead to DNA damage and the development of bladder cancer, and is also associated with various pathological phenomena of bladder cancer, such as metastasis, angiogenesis, and reduced toxicity and efficacy of therapeutic anticancer drugs to provide cell protection for cancer cells. However, the above process can be effectively inhibited or reversed by inhibiting Nrf2. Therefore, Nrf2 signaling may be a potential targeting pathway for bladder cancer. In this review, we will characterize this signaling pathway and summarize the effects of Nrf2 and crosstalk with other signaling pathways on bladder cancer progression. The focus will be on the impact of Nrf2 activation on bladder cancer progression and current therapeutic strategies aimed at blocking the effects of Nrf2. To better determine how to promote new chemotherapy agents, develop new therapeutic agents, and potential therapeutic targets.
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Affiliation(s)
- Liang Wu
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China.
| | - Zhao Hu
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China
| | - Xiao-Fen Song
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China
| | - Yu-Jian Liao
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China
| | - Jiang-Huan Xiahou
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China
| | - Yuan Li
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China
| | - Zhong-Hua Zhang
- Department of Urinary Surgery, Xinyu People's Hospital, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China; Department of Urinary Surgery, The Affiliated Xinyu Hospital of Nanchang University, 369 Xinxin North Road, Xinyu, Jiangxi Province 338000, PR China.
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11
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Park JH, Hothi P, de Lomana ALG, Pan M, Calder R, Turkarslan S, Wu WJ, Lee H, Patel AP, Cobbs C, Huang S, Baliga NS. Gene regulatory network topology governs resistance and treatment escape in glioma stem-like cells. SCIENCE ADVANCES 2024; 10:eadj7706. [PMID: 38848360 PMCID: PMC11160475 DOI: 10.1126/sciadv.adj7706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 05/03/2024] [Indexed: 06/09/2024]
Abstract
Poor prognosis and drug resistance in glioblastoma (GBM) can result from cellular heterogeneity and treatment-induced shifts in phenotypic states of tumor cells, including dedifferentiation into glioma stem-like cells (GSCs). This rare tumorigenic cell subpopulation resists temozolomide, undergoes proneural-to-mesenchymal transition (PMT) to evade therapy, and drives recurrence. Through inference of transcriptional regulatory networks (TRNs) of patient-derived GSCs (PD-GSCs) at single-cell resolution, we demonstrate how the topology of transcription factor interaction networks drives distinct trajectories of cell-state transitions in PD-GSCs resistant or susceptible to cytotoxic drug treatment. By experimentally testing predictions based on TRN simulations, we show that drug treatment drives surviving PD-GSCs along a trajectory of intermediate states, exposing vulnerability to potentiated killing by siRNA or a second drug targeting treatment-induced transcriptional programs governing nongenetic cell plasticity. Our findings demonstrate an approach to uncover TRN topology and use it to rationally predict combinatorial treatments that disrupt acquired resistance in GBM.
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Affiliation(s)
| | - Parvinder Hothi
- Ivy Center for Advanced Brain Tumor Treatment, Swedish Neuroscience Institute, Seattle, WA, USA
| | | | - Min Pan
- Institute for Systems Biology, Seattle, WA, USA
| | | | | | - Wei-Ju Wu
- Institute for Systems Biology, Seattle, WA, USA
| | - Hwahyung Lee
- Ivy Center for Advanced Brain Tumor Treatment, Swedish Neuroscience Institute, Seattle, WA, USA
| | - Anoop P. Patel
- Department of Neurosurgery, Preston Robert Tisch Brain Tumor Center, Duke University, Durham, NC, USA
- Center for Advanced Genomic Technologies, Duke University, Durham, NC, USA
| | - Charles Cobbs
- Ivy Center for Advanced Brain Tumor Treatment, Swedish Neuroscience Institute, Seattle, WA, USA
| | - Sui Huang
- Institute for Systems Biology, Seattle, WA, USA
| | - Nitin S. Baliga
- Institute for Systems Biology, Seattle, WA, USA
- Departments of Microbiology, Biology, and Molecular Engineering Sciences, University of Washington, Seattle, WA, USA
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12
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Tátrai E, Ranđelović I, Surguta SE, Tóvári J. Role of Hypoxia and Rac1 Inhibition in the Metastatic Cascade. Cancers (Basel) 2024; 16:1872. [PMID: 38791951 PMCID: PMC11120288 DOI: 10.3390/cancers16101872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/03/2024] [Accepted: 05/11/2024] [Indexed: 05/26/2024] Open
Abstract
The hypoxic condition has a pivotal role in solid tumors and was shown to correlate with the poor outcome of anticancer treatments. Hypoxia contributes to tumor progression and leads to therapy resistance. Two forms of a hypoxic environment might have relevance in tumor mass formation: chronic and cyclic hypoxia. The main regulators of hypoxia are hypoxia-inducible factors, which regulate the cell survival, proliferation, motility, metabolism, pH, extracellular matrix function, inflammatory cells recruitment and angiogenesis. The metastatic process consists of different steps in which hypoxia-inducible factors can play an important role. Rac1, belonging to small G-proteins, is involved in the metastasis process as one of the key molecules of migration, especially in a hypoxic environment. The effect of hypoxia on the tumor phenotype and the signaling pathways which may interfere with tumor progression are already quite well known. Although the role of Rac1, one of the small G-proteins, in hypoxia remains unclear, predominantly, in vitro studies performed so far confirm that Rac1 inhibition may represent a viable direction for tumor therapy.
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Affiliation(s)
- Enikő Tátrai
- The National Tumor Biology Laboratory, Department of Experimental Pharmacology, National Institute of Oncology, H-1122 Budapest, Hungary; (I.R.); (S.E.S.); (J.T.)
| | - Ivan Ranđelović
- The National Tumor Biology Laboratory, Department of Experimental Pharmacology, National Institute of Oncology, H-1122 Budapest, Hungary; (I.R.); (S.E.S.); (J.T.)
| | - Sára Eszter Surguta
- The National Tumor Biology Laboratory, Department of Experimental Pharmacology, National Institute of Oncology, H-1122 Budapest, Hungary; (I.R.); (S.E.S.); (J.T.)
- School of Ph. D. Studies, Semmelweis University, H-1085 Budapest, Hungary
| | - József Tóvári
- The National Tumor Biology Laboratory, Department of Experimental Pharmacology, National Institute of Oncology, H-1122 Budapest, Hungary; (I.R.); (S.E.S.); (J.T.)
- School of Ph. D. Studies, Semmelweis University, H-1085 Budapest, Hungary
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13
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Wang R, Yan Z. Cancer spreading patterns based on epithelial-mesenchymal plasticity. Front Cell Dev Biol 2024; 12:1259953. [PMID: 38665432 PMCID: PMC11043583 DOI: 10.3389/fcell.2024.1259953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
Introduction: Metastasis is a major cause of cancer-related deaths, underscoring the necessity to discern the rules and patterns of cancer cell spreading. Epithelial-mesenchymal plasticity contributes to cancer aggressiveness and metastasis. Despite establishing key determinants of cancer aggressiveness and metastatic ability, a comprehensive understanding of the underlying mechanism is unknown. We aimed to propose a classification system for cancer cells based on epithelial-mesenchymal plasticity, focusing on hysteresis of the epithelial-mesenchymal transition and the hybrid epithelial/mesenchymal phenotype. Methods: We extensively reviewed the concept of epithelial-mesenchymal plasticity, specifically considering the hysteresis of the epithelial-mesenchymal transition and the hybrid epithelial/mesenchymal phenotype. Results: In this review and hypothesis article, based on epithelial-mesenchymal plasticity, especially the hysteresis of epithelial-mesenchymal transition and the hybrid epithelial/mesenchymal phenotype, we proposed a classification of cancer cells, indicating that cancer cells with epithelial-mesenchymal plasticity potential could be classified into four types: irreversible hysteresis, weak hysteresis, strong hysteresis, and hybrid epithelial/mesenchymal phenotype. These four types of cancer cells had varied biology, spreading features, and prognoses. Discussion: Our results highlight that the proposed classification system offers insights into the diverse behaviors of cancer cells, providing implications for cancer aggressiveness and metastasis.
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Affiliation(s)
- Rui Wang
- Department of Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Zhaopeng Yan
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China
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14
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Park JH, Hothi P, Lopez Garcia de Lomana A, Pan M, Calder R, Turkarslan S, Wu WJ, Lee H, Patel AP, Cobbs C, Huang S, Baliga NS. Gene regulatory network topology governs resistance and treatment escape in glioma stem-like cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.02.578510. [PMID: 38370784 PMCID: PMC10871280 DOI: 10.1101/2024.02.02.578510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Poor prognosis and drug resistance in glioblastoma (GBM) can result from cellular heterogeneity and treatment-induced shifts in phenotypic states of tumor cells, including dedifferentiation into glioma stem-like cells (GSCs). This rare tumorigenic cell subpopulation resists temozolomide, undergoes proneural-to-mesenchymal transition (PMT) to evade therapy, and drives recurrence. Through inference of transcriptional regulatory networks (TRNs) of patient-derived GSCs (PD-GSCs) at single-cell resolution, we demonstrate how the topology of transcription factor interaction networks drives distinct trajectories of cell state transitions in PD-GSCs resistant or susceptible to cytotoxic drug treatment. By experimentally testing predictions based on TRN simulations, we show that drug treatment drives surviving PD-GSCs along a trajectory of intermediate states, exposing vulnerability to potentiated killing by siRNA or a second drug targeting treatment-induced transcriptional programs governing non-genetic cell plasticity. Our findings demonstrate an approach to uncover TRN topology and use it to rationally predict combinatorial treatments that disrupts acquired resistance in GBM.
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Affiliation(s)
| | - Parvinder Hothi
- Ivy Center for Advanced Brain Tumor Treatment, Swedish Neuroscience Institute, Seattle, WA
| | | | - Min Pan
- Institute for Systems Biology, Seattle, WA
| | | | | | - Wei-Ju Wu
- Institute for Systems Biology, Seattle, WA
| | - Hwahyung Lee
- Ivy Center for Advanced Brain Tumor Treatment, Swedish Neuroscience Institute, Seattle, WA
| | - Anoop P Patel
- Department of Neurosurgery, Preston Robert Tisch Brain Tumor Center, Duke University, Durham, NC
- Center for Advanced Genomic Technologies, Duke University, Durham, NC
| | - Charles Cobbs
- Ivy Center for Advanced Brain Tumor Treatment, Swedish Neuroscience Institute, Seattle, WA
| | - Sui Huang
- Institute for Systems Biology, Seattle, WA
| | - Nitin S Baliga
- Institute for Systems Biology, Seattle, WA
- Departments of Microbiology, Biology, and Molecular Engineering Sciences, University of Washington, Seattle, WA
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15
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Abstract
Epithelial-to-mesenchymal transition (EMT), a biological phenomenon of cellular plasticity initially reported in embryonic development, has been increasingly recognized for its importance in cancer progression and metastasis. Despite tremendous progress being made in the past 2 decades in our understanding of the molecular mechanism and functional importance of EMT in cancer, there are several mysteries around EMT that remain unresolved. In this Unsolved Mystery, we focus on the variety of EMT types in metastasis, cooperative and collective EMT behaviors, spatiotemporal characterization of EMT, and strategies of therapeutically targeting EMT. We also highlight new technical advances that will facilitate the efforts to elucidate the unsolved mysteries of EMT in metastasis.
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Affiliation(s)
- Toni Celià-Terrassa
- Cancer Research Program, Hospital del Mar Research Institute, Barcelona, Spain
| | - Yibin Kang
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, United States of America
- Ludwig Institute for Cancer Research Princeton Branch, Princeton, New Jersey, United States of America
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16
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Jain P, Pillai M, Duddu AS, Somarelli JA, Goyal Y, Jolly MK. Dynamical hallmarks of cancer: Phenotypic switching in melanoma and epithelial-mesenchymal plasticity. Semin Cancer Biol 2023; 96:48-63. [PMID: 37788736 DOI: 10.1016/j.semcancer.2023.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 09/24/2023] [Accepted: 09/28/2023] [Indexed: 10/05/2023]
Abstract
Phenotypic plasticity was recently incorporated as a hallmark of cancer. This plasticity can manifest along many interconnected axes, such as stemness and differentiation, drug-sensitive and drug-resistant states, and between epithelial and mesenchymal cell-states. Despite growing acceptance for phenotypic plasticity as a hallmark of cancer, the dynamics of this process remains poorly understood. In particular, the knowledge necessary for a predictive understanding of how individual cancer cells and populations of cells dynamically switch their phenotypes in response to the intensity and/or duration of their current and past environmental stimuli remains far from complete. Here, we present recent investigations of phenotypic plasticity from a systems-level perspective using two exemplars: epithelial-mesenchymal plasticity in carcinomas and phenotypic switching in melanoma. We highlight how an integrated computational-experimental approach has helped unravel insights into specific dynamical hallmarks of phenotypic plasticity in different cancers to address the following questions: a) how many distinct cell-states or phenotypes exist?; b) how reversible are transitions among these cell-states, and what factors control the extent of reversibility?; and c) how might cell-cell communication be able to alter rates of cell-state switching and enable diverse patterns of phenotypic heterogeneity? Understanding these dynamic features of phenotypic plasticity may be a key component in shifting the paradigm of cancer treatment from reactionary to a more predictive, proactive approach.
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Affiliation(s)
- Paras Jain
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Maalavika Pillai
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India; Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA; Center for Synthetic Biology, Northwestern University, Chicago, IL 60611, USA
| | | | - Jason A Somarelli
- Department of Medicine, Duke Cancer Institute, Duke University, Durham, NC 27710, USA
| | - Yogesh Goyal
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA; Center for Synthetic Biology, Northwestern University, Chicago, IL 60611, USA; Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Mohit Kumar Jolly
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India.
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17
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Di Lollo V, Canciello A, Peserico A, Orsini M, Russo V, Cerveró-Varona A, Dufrusine B, El Khatib M, Curini V, Mauro A, Berardinelli P, Tournier C, Ancora M, Cammà C, Dainese E, Mincarelli LF, Barboni B. Unveiling the immunomodulatory shift: Epithelial-mesenchymal transition Alters immune mechanisms of amniotic epithelial cells. iScience 2023; 26:107582. [PMID: 37680464 PMCID: PMC10481295 DOI: 10.1016/j.isci.2023.107582] [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: 10/07/2021] [Revised: 06/01/2023] [Accepted: 08/04/2023] [Indexed: 09/09/2023] Open
Abstract
Epithelial-mesenchymal transition (EMT) changes cell phenotype by affecting immune properties of amniotic epithelial cells (AECs). The present study shows how the response to lipopolysaccharide of cells collected pre- (eAECs) and post-EMT (mAECs) induces changes in their transcriptomics profile. In fact, eAECs mainly upregulate genes involved in antigen-presenting response, whereas mAECs over-express soluble inflammatory mediator transcripts. Consistently, network analysis identifies CIITA and Nrf2 as main drivers of eAECs and mAECs immune response, respectively. As a consequence, the depletion of CIITA and Nrf2 impairs the ability of eAECs and mAECs to inhibit lymphocyte proliferation or macrophage-dependent IL-6 release, thus confirming their involvement in regulating immune response. Deciphering the mechanisms controlling the immune function of AECs pre- and post-EMT represents a step forward in understanding key physiological events wherein these cells are involved (pregnancy and labor). Moreover, controlling the immunomodulatory properties of eAECs and mAECs may be essential in developing potential strategies for regenerative medicine applications.
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Affiliation(s)
- Valeria Di Lollo
- National Reference Center for Whole Genome Sequencing of Microbial Pathogens: Database and Bioinformatic Analysis, Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, Campo Boario, 64100 Teramo, Italy
| | - Angelo Canciello
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Alessia Peserico
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Massimiliano Orsini
- National Reference Center for Whole Genome Sequencing of Microbial Pathogens: Database and Bioinformatic Analysis, Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, Campo Boario, 64100 Teramo, Italy
- Istituto Zooprofilattico Sperimentale delle Venezie, Department of Microbiology, Viale dell’Università 10, 35020 Legnaro (PD), Italy
| | - Valentina Russo
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Adrián Cerveró-Varona
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Beatrice Dufrusine
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Mohammad El Khatib
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Valentina Curini
- National Reference Center for Whole Genome Sequencing of Microbial Pathogens: Database and Bioinformatic Analysis, Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, Campo Boario, 64100 Teramo, Italy
| | - Annunziata Mauro
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Paolo Berardinelli
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Cathy Tournier
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Massimo Ancora
- National Reference Center for Whole Genome Sequencing of Microbial Pathogens: Database and Bioinformatic Analysis, Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, Campo Boario, 64100 Teramo, Italy
| | - Cesare Cammà
- National Reference Center for Whole Genome Sequencing of Microbial Pathogens: Database and Bioinformatic Analysis, Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, Campo Boario, 64100 Teramo, Italy
| | - Enrico Dainese
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
| | - Luana Fiorella Mincarelli
- National Reference Center for Whole Genome Sequencing of Microbial Pathogens: Database and Bioinformatic Analysis, Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, Campo Boario, 64100 Teramo, Italy
| | - Barbara Barboni
- Department of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Via Balzarini 1, 64100 Teramo, Italy
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Haerinck J, Goossens S, Berx G. The epithelial-mesenchymal plasticity landscape: principles of design and mechanisms of regulation. Nat Rev Genet 2023; 24:590-609. [PMID: 37169858 DOI: 10.1038/s41576-023-00601-0] [Citation(s) in RCA: 54] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/13/2023]
Abstract
Epithelial-mesenchymal plasticity (EMP) enables cells to interconvert between several states across the epithelial-mesenchymal landscape, thereby acquiring hybrid epithelial/mesenchymal phenotypic features. This plasticity is crucial for embryonic development and wound healing, but also underlies the acquisition of several malignant traits during cancer progression. Recent research using systems biology and single-cell profiling methods has provided novel insights into the main forces that shape EMP, which include the microenvironment, lineage specification and cell identity, and the genome. Additionally, key roles have emerged for hysteresis (cell memory) and cellular noise, which can drive stochastic transitions between cell states. Here, we review these forces and the distinct but interwoven layers of regulatory control that stabilize EMP states or facilitate epithelial-mesenchymal transitions (EMTs) and discuss the therapeutic potential of manipulating the EMP landscape.
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Affiliation(s)
- Jef Haerinck
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Steven Goossens
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Unit for Translational Research in Oncology, Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Geert Berx
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium.
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.
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19
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Bocci F, Jia D, Nie Q, Jolly MK, Onuchic J. Theoretical and computational tools to model multistable gene regulatory networks. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2023; 86:10.1088/1361-6633/acec88. [PMID: 37531952 PMCID: PMC10521208 DOI: 10.1088/1361-6633/acec88] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 08/02/2023] [Indexed: 08/04/2023]
Abstract
The last decade has witnessed a surge of theoretical and computational models to describe the dynamics of complex gene regulatory networks, and how these interactions can give rise to multistable and heterogeneous cell populations. As the use of theoretical modeling to describe genetic and biochemical circuits becomes more widespread, theoreticians with mathematical and physical backgrounds routinely apply concepts from statistical physics, non-linear dynamics, and network theory to biological systems. This review aims at providing a clear overview of the most important methodologies applied in the field while highlighting current and future challenges. It also includes hands-on tutorials to solve and simulate some of the archetypical biological system models used in the field. Furthermore, we provide concrete examples from the existing literature for theoreticians that wish to explore this fast-developing field. Whenever possible, we highlight the similarities and differences between biochemical and regulatory networks and 'classical' systems typically studied in non-equilibrium statistical and quantum mechanics.
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Affiliation(s)
- Federico Bocci
- The NSF-Simons Center for Multiscale Cell Fate Research, University of California, Irvine, CA 92697, USA
- Department of Mathematics, University of California, Irvine, CA 92697, USA
| | - Dongya Jia
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA
| | - Qing Nie
- The NSF-Simons Center for Multiscale Cell Fate Research, University of California, Irvine, CA 92697, USA
- Department of Mathematics, University of California, Irvine, CA 92697, USA
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India
| | - José Onuchic
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA
- Department of Physics and Astronomy, Rice University, Houston, TX 77005, USA
- Department of Chemistry, Rice University, Houston, TX 77005, USA
- Department of Biosciences, Rice University, Houston, TX 77005, USA
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20
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Qin L, Zhang D, Liu S, Liu Q, Liu M, Huang B. Dissecting the molecular trajectory of fibroblast reprogramming to chemically induced mammary epithelial cells. Front Cell Dev Biol 2023; 11:1194070. [PMID: 37601103 PMCID: PMC10433763 DOI: 10.3389/fcell.2023.1194070] [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: 03/26/2023] [Accepted: 07/20/2023] [Indexed: 08/22/2023] Open
Abstract
Introduction: The plasticity of cell identity allows cellular reprogramming that manipulates the lineage of cells to generate the target cell types, bringing new avenues for disease modeling and autologous tailored cell therapy. Previously, we had already successfully established a technical platform for inducing fibroblast reprogramming to chemically induced mammary epithelial cells (CiMECs) by small-molecule compounds. However, exactly how the molecular mechanism driving the lineage conversion remains unknown. Methods: We employ the RNA-sequencing technology to investigate the transcriptome event during the reprogramming process and reveal the molecular mechanisms for the fate acquisition of mammary lineage. Results: The multi-step reprogramming process first overcomes multiple barriers, including the inhibition of mesenchymal characteristics, pro-inflammatory and cell death signals, and then enters an intermediate plastic state. Subsequently, the hormone and mammary development genes were rapidly activated, leading to the acquisition of the mammary program together with upregulation of the milk protein synthesis signal. Moreover, the gene network analyses reveal the potential relationship between the TGF-β signaling pathway to mammary lineage activation, and the changes in the expression of these genes may play important roles in coordinating the reprogramming process. Conclusion: Together, these findings provide critical insights into the molecular route and mechanism triggered by small-molecule compounds that induce fibroblast reprogramming into the fate of mammary epithelial cells, and they also laid a foundation for the subsequent research on the development and differentiation of mammary epithelial cells and lactation.
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Affiliation(s)
- Liangshan Qin
- College of Animal Science and Technology, Guangxi University, Nanning, China
- Guangxi Academy of Medical Sciences, Nanning, China
| | - Dandan Zhang
- College of Animal Science and Technology, Guangxi University, Nanning, China
- Guangxi Academy of Medical Sciences, Nanning, China
| | - Siyi Liu
- College of Animal Science and Technology, Guangxi University, Nanning, China
- Guangxi Academy of Medical Sciences, Nanning, China
| | - Quanhui Liu
- College of Animal Science and Technology, Guangxi University, Nanning, China
- Guangxi Academy of Medical Sciences, Nanning, China
| | - Mingxing Liu
- College of Animal Science and Technology, Guangxi University, Nanning, China
- Guangxi Academy of Medical Sciences, Nanning, China
| | - Ben Huang
- College of Animal Science and Technology, Guangxi University, Nanning, China
- Guangxi Academy of Medical Sciences, Nanning, China
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21
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Zhu N, Ahmed M, Li Y, Liao JC, Wong PK. Long noncoding RNA MALAT1 is dynamically regulated in leader cells during collective cancer invasion. Proc Natl Acad Sci U S A 2023; 120:e2305410120. [PMID: 37364126 PMCID: PMC10319025 DOI: 10.1073/pnas.2305410120] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 05/13/2023] [Indexed: 06/28/2023] Open
Abstract
Cancer cells collectively invade using a leader-follower organization, but the regulation of leader cells during this dynamic process is poorly understood. Using a dual double-stranded locked nucleic acid (LNA) nanobiosensor that tracks long noncoding RNA (lncRNA) dynamics in live single cells, we monitored the spatiotemporal distribution of lncRNA during collective cancer invasion. We show that the lncRNA MALAT1 (metastasis-associated lung adenocarcinoma transcript 1) is dynamically regulated in the invading fronts of cancer cells and patient-derived spheroids. MALAT1 transcripts exhibit distinct abundance, diffusivity, and distribution between leader and follower cells. MALAT1 expression increases when a cancer cell becomes a leader and decreases when the collective migration process stops. Transient knockdown of MALAT1 prevents the formation of leader cells and abolishes the invasion of cancer cells. Taken together, our single-cell analysis suggests that MALAT1 is dynamically regulated in leader cells during collective cancer invasion.
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Affiliation(s)
- Ninghao Zhu
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA16802
| | - Mona Ahmed
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA16802
| | - Yanlin Li
- Department of Electrical Engineering, The Pennsylvania State University, University Park, PA16802
| | - Joseph C. Liao
- Department of Urology, Stanford University School of Medicine, Stanford, CA94305
| | - Pak Kin Wong
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA16802
- Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA16802
- Department of Surgery, The Pennsylvania State University, University Park, PA17033
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22
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Hallis SP, Kim JM, Kwak MK. Emerging Role of NRF2 Signaling in Cancer Stem Cell Phenotype. Mol Cells 2023; 46:153-164. [PMID: 36994474 PMCID: PMC10070166 DOI: 10.14348/molcells.2023.2196] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/08/2023] [Accepted: 02/09/2023] [Indexed: 03/31/2023] Open
Abstract
Cancer stem cells (CSCs) are a small population of tumor cells characterized by self-renewal and differentiation capacity. CSCs are currently postulated as the driving force that induces intra-tumor heterogeneity leading to tumor initiation, metastasis, and eventually tumor relapse. Notably, CSCs are inherently resistant to environmental stress, chemotherapy, and radiotherapy due to high levels of antioxidant systems and drug efflux transporters. In this context, a therapeutic strategy targeting the CSC-specific pathway holds a promising cure for cancer. NRF2 (nuclear factor erythroid 2-like 2; NFE2L2) is a master transcription factor that regulates an array of genes involved in the detoxification of reactive oxygen species/electrophiles. Accumulating evidence suggests that persistent NRF2 activation, observed in multiple types of cancer, supports tumor growth, aggressive malignancy, and therapy resistance. Herein, we describe the core properties of CSCs, focusing on treatment resistance, and review the evidence that demonstrates the roles of NRF2 signaling in conferring unique properties of CSCs and the associated signaling pathways.
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Affiliation(s)
- Steffanus P. Hallis
- Department of Pharmacy, Graduate School, The Catholic University of Korea, Bucheon 14662, Korea
| | - Jin Myung Kim
- Department of Pharmacy, Graduate School, The Catholic University of Korea, Bucheon 14662, Korea
| | - Mi-Kyoung Kwak
- Department of Pharmacy, Graduate School, The Catholic University of Korea, Bucheon 14662, Korea
- College of Pharmacy, The Catholic University of Korea, Bucheon 14662, Korea
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23
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Martins-Lima C, Chianese U, Benedetti R, Altucci L, Jerónimo C, Correia MP. Tumor microenvironment and epithelial-mesenchymal transition in bladder cancer: Cytokines in the game? Front Mol Biosci 2023; 9:1070383. [PMID: 36699696 PMCID: PMC9868260 DOI: 10.3389/fmolb.2022.1070383] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 11/22/2022] [Indexed: 01/11/2023] Open
Abstract
Bladder cancer (BlCa) is a highly immunogenic cancer. Bacillus Calmette-Guérin (BCG) is the standard treatment for non-muscle invasive bladder cancer (NMIBC) patients and, recently, second-line immunotherapies have arisen to treat metastatic BlCa patients. Understanding the interactions between tumor cells, immune cells and soluble factors in bladder tumor microenvironment (TME) is crucial. Cytokines and chemokines released in the TME have a dual role, since they can exhibit both a pro-inflammatory and anti-inflammatory potential, driving infiltration and inflammation, and also promoting evasion of immune system and pro-tumoral effects. In BlCa disease, 70-80% are non-muscle invasive bladder cancer, while 20-30% are muscle-invasive bladder cancer (MIBC) at the time of diagnosis. However, during the follow up, about half of treated NMIBC patients recur once or more, with 5-25% progressing to muscle-invasive bladder cancer, which represents a significant concern to the clinic. Epithelial-mesenchymal transition (EMT) is one biological process associated with tumor progression. Specific cytokines present in bladder TME have been related with signaling pathways activation and EMT-related molecules regulation. In this review, we summarized the immune landscape in BlCa TME, along with the most relevant cytokines and their putative role in driving EMT processes, tumor progression, invasion, migration and metastasis formation.
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Affiliation(s)
- Cláudia Martins-Lima
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) and Porto Comprehensive Cancer Center (Porto.CCC) Raquel Seruca, Porto, Portugal,Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Ugo Chianese
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Rosaria Benedetti
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Lucia Altucci
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy,BIOGEM, Molecular Biology and Genetics Research Institute, Avellino, Italy,IEOS, Institute of Endocrinology and Oncology, Naples, Italy
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) and Porto Comprehensive Cancer Center (Porto.CCC) Raquel Seruca, Porto, Portugal,Department of Pathology and Molecular Immunology at School of Medicine and Biomedical Sciences, University of Porto (ICBAS-UP), Porto, Portugal,*Correspondence: Carmen Jerónimo, , ; Margareta P. Correia,
| | - Margareta P. Correia
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) and Porto Comprehensive Cancer Center (Porto.CCC) Raquel Seruca, Porto, Portugal,Department of Pathology and Molecular Immunology at School of Medicine and Biomedical Sciences, University of Porto (ICBAS-UP), Porto, Portugal,*Correspondence: Carmen Jerónimo, , ; Margareta P. Correia,
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24
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Druggable Biomarkers Altered in Clear Cell Renal Cell Carcinoma: Strategy for the Development of Mechanism-Based Combination Therapy. Int J Mol Sci 2023; 24:ijms24020902. [PMID: 36674417 PMCID: PMC9864911 DOI: 10.3390/ijms24020902] [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: 10/20/2022] [Revised: 12/15/2022] [Accepted: 12/15/2022] [Indexed: 01/06/2023] Open
Abstract
Targeted therapeutics made significant advances in the treatment of patients with advanced clear cell renal cell carcinoma (ccRCC). Resistance and serious adverse events associated with standard therapy of patients with advanced ccRCC highlight the need to identify alternative 'druggable' targets to those currently under clinical development. Although the Von Hippel-Lindau (VHL) and Polybromo1 (PBRM1) tumor-suppressor genes are the two most frequently mutated genes and represent the hallmark of the ccRCC phenotype, stable expression of hypoxia-inducible factor-1α/2α (HIFs), microRNAs-210 and -155 (miRS), transforming growth factor-beta (TGF-ß), nuclear factor erythroid 2-related factor 2 (Nrf2), and thymidine phosphorylase (TP) are targets overexpressed in the majority of ccRCC tumors. Collectively, these altered biomarkers are highly interactive and are considered master regulators of processes implicated in increased tumor angiogenesis, metastasis, drug resistance, and immune evasion. In recognition of the therapeutic potential of the indicated biomarkers, considerable efforts are underway to develop therapeutically effective and selective inhibitors of individual targets. It was demonstrated that HIFS, miRS, Nrf2, and TGF-ß are targeted by a defined dose and schedule of a specific type of selenium-containing molecules, seleno-L-methionine (SLM) and methylselenocystein (MSC). Collectively, the demonstrated pleiotropic effects of selenium were associated with the normalization of tumor vasculature, and enhanced drug delivery and distribution to tumor tissue, resulting in enhanced efficacy of multiple chemotherapeutic drugs and biologically targeted molecules. Higher selenium doses than those used in clinical prevention trials inhibit multiple targets altered in ccRCC tumors, which could offer the potential for the development of a new and novel therapeutic modality for cancer patients with similar selenium target expression. Better understanding of the underlying mechanisms of selenium modulation of specific targets altered in ccRCC could potentially have a significant impact on the development of a more efficacious and selective mechanism-based combination for the treatment of patients with cancer.
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25
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Galbraith M, Levine H, Onuchic JN, Jia D. Decoding the coupled decision-making of the epithelial-mesenchymal transition and metabolic reprogramming in cancer. iScience 2022; 26:105719. [PMID: 36582834 PMCID: PMC9792913 DOI: 10.1016/j.isci.2022.105719] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/03/2022] [Accepted: 11/30/2022] [Indexed: 12/11/2022] Open
Abstract
Cancer metastasis relies on an orchestration of traits driven by different interacting functional modules, including metabolism and epithelial-mesenchymal transition (EMT). During metastasis, cancer cells can acquire a hybrid metabolic phenotype (W/O) by increasing oxidative phosphorylation without compromising glycolysis and they can acquire a hybrid epithelial/mesenchymal (E/M) phenotype by engaging EMT. Both the W/O and E/M states are associated with high metastatic potentials, and many regulatory links coupling metabolism and EMT have been identified. Here, we investigate the coupled decision-making networks of metabolism and EMT. Their crosstalk can exhibit synergistic or antagonistic effects on the acquisition and stability of different coupled metabolism-EMT states. Strikingly, the aggressive E/M-W/O state can be enabled and stabilized by the crosstalk irrespective of these hybrid states' availability in individual metabolism or EMT modules. Our work emphasizes the mutual activation between metabolism and EMT, providing an important step toward understanding the multifaceted nature of cancer metastasis.
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Affiliation(s)
- Madeline Galbraith
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA,Department of Physics and Astronomy, Rice University, Houston, TX77005, USA
| | - Herbert Levine
- Center for Theoretical Biological Physics, Department of Physics, and Department of Bioengineering, Northeastern University, Boston, MA02115, USA,Corresponding author
| | - José N. Onuchic
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA,Department of Physics and Astronomy, Rice University, Houston, TX77005, USA,Department of Chemistry, Rice University, Houston, TX77005, USA,Department of Biosciences, Rice University, Houston, TX77005, USA,Corresponding author
| | - Dongya Jia
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA,Corresponding author
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26
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Tran F, Lee E, Cuddapah S, Choi BH, Dai W. MicroRNA-Gene Interactions Impacted by Toxic Metal(oid)s during EMT and Carcinogenesis. Cancers (Basel) 2022; 14:5818. [PMID: 36497298 PMCID: PMC9741118 DOI: 10.3390/cancers14235818] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 11/29/2022] Open
Abstract
Chronic environmental exposure to toxic metal(loid)s significantly contributes to human cancer development and progression. It is estimated that approximately 90% of cancer deaths are a result of metastasis of malignant cells, which is initiated by epithelial-mesenchymal transition (EMT) during early carcinogenesis. EMT is regulated by many families of genes and microRNAs (miRNAs) that control signaling pathways for cell survival, death, and/or differentiation. Recent mechanistic studies have shown that toxic metal(loid)s alter the expression of miRNAs responsible for regulating the expression of genes involved in EMT. Altered miRNA expressions have the potential to be biomarkers for predicting survival and responses to treatment in cancers. Significantly, miRNAs can be developed as therapeutic targets for cancer patients in the clinic. In this mini review, we summarize key findings from recent studies that highlight chemical-miRNA-gene interactions leading to the perturbation of EMT after exposure to toxic metal(loid)s including arsenic, cadmium, nickel, and chromium.
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Affiliation(s)
| | | | | | - Byeong Hyeok Choi
- Division of Environmental Medicine, Department of Medicine, Grossman School of Medicine, New York University, New York, NY 10010, USA
| | - Wei Dai
- Division of Environmental Medicine, Department of Medicine, Grossman School of Medicine, New York University, New York, NY 10010, USA
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27
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Canciello A, Cerveró-Varona A, Peserico A, Mauro A, Russo V, Morrione A, Giordano A, Barboni B. "In medio stat virtus": Insights into hybrid E/M phenotype attitudes. Front Cell Dev Biol 2022; 10:1038841. [PMID: 36467417 PMCID: PMC9715750 DOI: 10.3389/fcell.2022.1038841] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 11/02/2022] [Indexed: 08/22/2023] Open
Abstract
Epithelial-mesenchymal plasticity (EMP) refers to the ability of cells to dynamically interconvert between epithelial (E) and mesenchymal (M) phenotypes, thus generating an array of hybrid E/M intermediates with mixed E and M features. Recent findings have demonstrated how these hybrid E/M rather than fully M cells play key roles in most of physiological and pathological processes involving EMT. To this regard, the onset of hybrid E/M state coincides with the highest stemness gene expression and is involved in differentiation of either normal and cancer stem cells. Moreover, hybrid E/M cells are responsible for wound healing and create a favorable immunosuppressive environment for tissue regeneration. Nevertheless, hybrid state is responsible of metastatic process and of the increasing of survival, apoptosis and therapy resistance in cancer cells. The present review aims to describe the main features and the emerging concepts regulating EMP and the formation of E/M hybrid intermediates by describing differences and similarities between cancer and normal hybrid stem cells. In particular, the comprehension of hybrid E/M cells biology will surely advance our understanding of their features and how they could be exploited to improve tissue regeneration and repair.
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Affiliation(s)
- Angelo Canciello
- Faculty of Bioscience and Technology for Food Agriculture and Environment, University of Teramo, Teramo, Italy
- Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA, United States
| | - Adrián Cerveró-Varona
- Faculty of Bioscience and Technology for Food Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Alessia Peserico
- Faculty of Bioscience and Technology for Food Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Annunziata Mauro
- Faculty of Bioscience and Technology for Food Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Valentina Russo
- Faculty of Bioscience and Technology for Food Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Andrea Morrione
- Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA, United States
| | - Antonio Giordano
- Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA, United States
- Sbarro Health Research Organization (SHRO), Philadelphia, PA, United States
- Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Barbara Barboni
- Faculty of Bioscience and Technology for Food Agriculture and Environment, University of Teramo, Teramo, Italy
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28
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Network topology metrics explaining enrichment of hybrid epithelial mesenchymal phenotypes in metastasis. PLoS Comput Biol 2022; 18:e1010687. [DOI: 10.1371/journal.pcbi.1010687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/18/2022] [Accepted: 10/26/2022] [Indexed: 11/10/2022] Open
Abstract
Epithelial to Mesenchymal Transition (EMT) and its reverse—Mesenchymal to Epithelial Transition (MET) are hallmarks of metastasis. Cancer cells use this reversible cellular programming to switch among Epithelial (E), Mesenchymal (M), and hybrid Epithelial/Mesenchymal (hybrid E/M) state(s) and seed tumors at distant sites. Hybrid E/M cells are often more aggressive and metastatic than the “pure” E and M cells. Thus, identifying mechanisms to inhibit hybrid E/M cells can be promising in curtailing metastasis. While multiple gene regulatory networks (GRNs) based mathematical models for EMT/MET have been developed recently, identifying topological signatures enriching hybrid E/M phenotypes remains to be done. Here, we investigate the dynamics of 13 different GRNs and report an interesting association between “hybridness” and the number of negative/positive feedback loops across the networks. While networks having more negative feedback loops favor hybrid phenotype(s), networks having more positive feedback loops (PFLs) or many HiLoops–specific combinations of PFLs, support terminal (E and M) phenotypes. We also establish a connection between “hybridness” and network-frustration by showing that hybrid phenotypes likely result from non-reinforcing interactions among network nodes (genes) and therefore tend to be more frustrated (less stable). Our analysis, thus, identifies network topology-based signatures that can give rise to, as well as prevent, the emergence of hybrid E/M phenotype in GRNs underlying EMP. Our results can have implications in terms of targeting specific interactions in GRNs as a potent way to restrict switching to the hybrid E/M phenotype(s) to curtail metastasis.
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29
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Chatterjee D, Costa CAM, Wang XF, Jevitt A, Huang YC, Deng WM. Single-cell transcriptomics identifies Keap1-Nrf2 regulated collective invasion in a Drosophila tumor model. eLife 2022; 11:80956. [PMID: 36321803 PMCID: PMC9708074 DOI: 10.7554/elife.80956] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 11/01/2022] [Indexed: 11/30/2022] Open
Abstract
Apicobasal cell polarity loss is a founding event in epithelial-mesenchymal transition and epithelial tumorigenesis, yet how pathological polarity loss links to plasticity remains largely unknown. To understand the mechanisms and mediators regulating plasticity upon polarity loss, we performed single-cell RNA sequencing of Drosophila ovaries, where inducing polarity-gene l(2)gl-knockdown (Lgl-KD) causes invasive multilayering of the follicular epithelia. Analyzing the integrated Lgl-KD and wildtype transcriptomes, we discovered the cells specific to the various discernible phenotypes and characterized the underlying gene expression. A genetic requirement of Keap1-Nrf2 signaling in promoting multilayer formation of Lgl-KD cells was further identified. Ectopic expression of Keap1 increased the volume of delaminated follicle cells that showed enhanced invasive behavior with significant changes to the cytoskeleton. Overall, our findings describe the comprehensive transcriptome of cells within the follicle cell tumor model at the single-cell resolution and identify a previously unappreciated link between Keap1-Nrf2 signaling and cell plasticity at early tumorigenesis.
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Affiliation(s)
- Deeptiman Chatterjee
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Tulane Cancer Center, New Orleans, United States
| | - Caique Almeida Machado Costa
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Tulane Cancer Center, New Orleans, United States
| | - Xian-Feng Wang
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Tulane Cancer Center, New Orleans, United States
| | - Allison Jevitt
- Department of Biological Science, Florida State University, Tallahassee, United States
| | - Yi-Chun Huang
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Tulane Cancer Center, New Orleans, United States
| | - Wu-Min Deng
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Tulane Cancer Center, New Orleans, United States.,Department of Biological Science, Florida State University, Tallahassee, United States
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30
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Hari K, Ullanat V, Balasubramanian A, Gopalan A, Jolly MK. Landscape of epithelial-mesenchymal plasticity as an emergent property of coordinated teams in regulatory networks. eLife 2022; 11:e76535. [PMID: 36269057 PMCID: PMC9683792 DOI: 10.7554/elife.76535] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 10/20/2022] [Indexed: 11/13/2022] Open
Abstract
Elucidating the design principles of regulatory networks driving cellular decision-making has fundamental implications in mapping and eventually controlling cell-fate decisions. Despite being complex, these regulatory networks often only give rise to a few phenotypes. Previously, we identified two 'teams' of nodes in a small cell lung cancer regulatory network that constrained the phenotypic repertoire and aligned strongly with the dominant phenotypes obtained from network simulations (Chauhan et al., 2021). However, it remained elusive whether these 'teams' exist in other networks, and how do they shape the phenotypic landscape. Here, we demonstrate that five different networks of varying sizes governing epithelial-mesenchymal plasticity comprised of two 'teams' of players - one comprised of canonical drivers of epithelial phenotype and the other containing the mesenchymal inducers. These 'teams' are specific to the topology of these regulatory networks and orchestrate a bimodal phenotypic landscape with the epithelial and mesenchymal phenotypes being more frequent and dynamically robust to perturbations, relative to the intermediary/hybrid epithelial/mesenchymal ones. Our analysis reveals that network topology alone can contain information about corresponding phenotypic distributions, thus obviating the need to simulate them. We propose 'teams' of nodes as a network design principle that can drive cell-fate canalization in diverse decision-making processes.
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Affiliation(s)
- Kishore Hari
- Centre for BioSystems Science and Engineering, Indian Institute of Science BangaloreBangaloreIndia
| | - Varun Ullanat
- Department of Biotechnology, RV College of EngineeringBangaloreIndia
| | | | - Aditi Gopalan
- Department of Biotechnology, RV College of EngineeringBangaloreIndia
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science BangaloreBangaloreIndia
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31
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Marles H, Biddle A. Cancer stem cell plasticity and its implications in the development of new clinical approaches for oral squamous cell carcinoma. Biochem Pharmacol 2022; 204:115212. [PMID: 35985402 DOI: 10.1016/j.bcp.2022.115212] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/10/2022] [Accepted: 08/10/2022] [Indexed: 11/25/2022]
Abstract
Oral squamous cell carcinoma (SCC) represents a major worldwide disease burden, with high rates of recurrence and metastatic spread following existing treatment methods. Populations of treatment resistant cancer stem cells (CSCs) are well characterised in oral SCC. These populations of CSCs engage the cellular programme known as epithelial mesenchymal transition (EMT) to enhance metastatic spread and therapeutic resistance. EMT is characterised by specific morphological changes and the expression of certain cell surface markers that represent a transition from an epithelial phenotype to a mesenchymal phenotype. This process is regulated by several cellular pathways that interact both horizontally and hierarchically. The cellular changes in EMT occur along a spectrum, with sub-populations of cells displaying both epithelial and mesenchymal features. The unique features of these CSCs in terms of their EMT state, cell surface markers and metabolism may offer new druggable targets. In addition, these features could be used to identify more aggressive disease states and the opportunity to personalise therapy depending on the presence of certain CSC sub-populations.
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Affiliation(s)
- Henry Marles
- Centre for Cell Biology and Cutaneous Research, Blizard Institute, Queen Mary University of London, London E1 2AT, UK
| | - Adrian Biddle
- Centre for Cell Biology and Cutaneous Research, Blizard Institute, Queen Mary University of London, London E1 2AT, UK.
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32
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Bacon S, Seeneevassen L, Fratacci A, Rose F, Tiffon C, Sifré E, Haykal MM, Moubarak MM, Ducournau A, Bruhl L, Claverol S, Tokarski C, Gouloumi AR, Pateras IS, Daubon T, Lehours P, Varon C, Martin OCB. Nrf2 Downregulation Contributes to Epithelial-to-Mesenchymal Transition in Helicobacter pylori-Infected Cells. Cancers (Basel) 2022; 14:cancers14174316. [PMID: 36077851 PMCID: PMC9455077 DOI: 10.3390/cancers14174316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 08/26/2022] [Accepted: 08/30/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Gastric cancer is mainly linked to Helicobacter pylori infection. It is therefore important to decipher the mechanisms involved in H. pylori-induced gastric carcinogenesis, and especially the early events. We have previously demonstrated that the infection leads to an epithelial-to-mesenchymal transition (EMT) favoring gastric carcinogenesis. H. pylori infection is also associated with high levels of oxidative stress. In this work, we aimed at investigating the modulation of Nrf2, a major regulator of cellular antioxidant response to oxidative stress, upon infection with H. pylori and to decipher its implication in EMT. We demonstrated that H. pylori-induced Nrf2 downregulation may participate in gastric cells’ EMT, one crucial tumorigenic event in gastric cancer. These results could pave the way for new therapeutic strategies using Nrf2 modulators to reduce gastric carcinogenesis associated with H. pylori infection. Abstract Background: Gastric cancer, the fifth most common cancer worldwide, is mainly linked to Helicobacter pylori infection. H. pylori induces chronic inflammation of the gastric mucosa associated with high oxidative stress. Our study aimed at assessing the implication of Nrf2, a major regulator of cellular redox homeostasis, in H. pylori-induced gastric carcinogenesis. Methods: Using three different gastric epithelial cell lines, a non-cancerous (HFE-145) and two different subtypes of gastric cancer (AGS and MKN74), we analyzed the modulation of Nrf2 expression over time. After invalidation of Nrf2 by CRISPR-cas9, we assessed its role in H. pylori-induced epithelial-to-mesenchymal transition (EMT). Finally, we evaluated the expression of Nrf2 and ZEB1, a central EMT transcription factor, in human gastric tissues. Results: We first demonstrated that the Nrf2 signaling pathway is differentially regulated depending on the infection stage. Rapidly and transiently activated, Nrf2 was downregulated 24 h post-infection in a VacA-dependent manner. We then demonstrated that Nrf2 invalidation leads to increased EMT, which is even exacerbated after H. pylori infection. Finally, Nrf2 expression tended to decrease in human patients’ gastric mucosa infected with H. pylori. Conclusions: Our work supports the hypothesis that Nrf2 downregulation upon H. pylori infection participates in EMT, one of the most important events in gastric carcinogenesis.
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Affiliation(s)
- Sarah Bacon
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
| | - Lornella Seeneevassen
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
| | - Alison Fratacci
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
| | - Faustine Rose
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
| | - Camille Tiffon
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
| | - Elodie Sifré
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
| | - Maria M. Haykal
- Institut Gustave Roussy, Université Paris-Saclay, Inserm U981, Biomarqueurs Prédictifs et Nouvelles Stratégies Thérapeutiques en Oncologie, 94800 Villejuif, France
| | - Maya M. Moubarak
- Centre National de la Recherche Scientifique (CNRS), Institut de Biochimie et Génétique Cellulaires (IBGC), Unité Mixte de Recherche 5095, Université de Bordeaux, 33077 Bordeaux, France
| | - Astrid Ducournau
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
- Centre National de Référence des Campylobacters et Helicobacters, CHU de Bordeaux, 33077 Bordeaux, France
| | - Lucie Bruhl
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
- Centre National de Référence des Campylobacters et Helicobacters, CHU de Bordeaux, 33077 Bordeaux, France
| | | | - Caroline Tokarski
- Plateforme Proteome, University Bordeaux, F-33000 Bordeaux, France
- Centre National de la Recherche Scientifique (CNRS), Bordeaux Institut National Polytechnique (INP), Institute of Chemistry & Biology of Membranes & Nano-objects (CBMN), Université de Bordeaux, Unité Mixte de Recherche 5248, F-33600 Pessac, France
| | - Alina-Roxani Gouloumi
- 2nd Department of Pathology, “Attikon” University Hospital, Medical School, National and Kapodistrian, University of Athens, 104 31 Athens, Greece
| | - Ioannis S. Pateras
- 2nd Department of Pathology, “Attikon” University Hospital, Medical School, National and Kapodistrian, University of Athens, 104 31 Athens, Greece
| | - Thomas Daubon
- Centre National de la Recherche Scientifique (CNRS), Institut de Biochimie et Génétique Cellulaires (IBGC), Unité Mixte de Recherche 5095, Université de Bordeaux, 33077 Bordeaux, France
| | - Philippe Lehours
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
- Centre National de Référence des Campylobacters et Helicobacters, CHU de Bordeaux, 33077 Bordeaux, France
| | - Christine Varon
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
- Correspondence: (C.V.); (O.C.B.M.)
| | - Océane C. B. Martin
- INSERM U1312 BRIC BoRdeaux Institute of onCology, Université de Bordeaux, 33077 Bordeaux, France
- Correspondence: (C.V.); (O.C.B.M.)
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Pillai M, Rajaram G, Thakur P, Agarwal N, Muralidharan S, Ray A, Barbhaya D, Somarelli JA, Jolly MK. Mapping phenotypic heterogeneity in melanoma onto the epithelial-hybrid-mesenchymal axis. Front Oncol 2022; 12:913803. [PMID: 36003764 PMCID: PMC9395132 DOI: 10.3389/fonc.2022.913803] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/11/2022] [Indexed: 11/25/2022] Open
Abstract
Epithelial to mesenchymal transition (EMT) is a well-studied hallmark of epithelial-like cancers that is characterized by loss of epithelial markers and gain of mesenchymal markers. Melanoma, which is derived from melanocytes of the skin, also undergo phenotypic plasticity toward mesenchymal-like phenotypes under the influence of various micro-environmental cues. Our study connects EMT to the phenomenon of de-differentiation (i.e., transition from proliferative to more invasive phenotypes) observed in melanoma cells during drug treatment. By analyzing 78 publicly available transcriptomic melanoma datasets, we found that de-differentiation in melanoma is accompanied by upregulation of mesenchymal genes, but not necessarily a concomitant loss of an epithelial program, suggesting a more “one-dimensional” EMT that leads to a hybrid epithelial/mesenchymal phenotype. Samples lying in the hybrid epithelial/mesenchymal phenotype also correspond to the intermediate phenotypes in melanoma along the proliferative-invasive axis - neural crest and transitory ones. As melanoma cells progress along the invasive axis, the mesenchymal signature does not increase monotonically. Instead, we observe a peak in mesenchymal scores followed by a decline, as cells further de-differentiate. This biphasic response recapitulates the dynamics of melanocyte development, suggesting close interactions among genes controlling differentiation and mesenchymal programs in melanocytes. Similar trends were noted for metabolic changes often associated with EMT in carcinomas in which progression along mesenchymal axis correlates with the downregulation of oxidative phosphorylation, while largely maintaining glycolytic capacity. Overall, these results provide an explanation for how EMT and de-differentiation axes overlap with respect to their transcriptional and metabolic programs in melanoma.
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Affiliation(s)
- Maalavika Pillai
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
- Undergraduate Programme, Indian Institute of Science, Bangalore, India
| | - Gouri Rajaram
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, India
| | - Pradipti Thakur
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, India
| | - Nilay Agarwal
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
- Undergraduate Programme, Indian Institute of Science, Bangalore, India
| | - Srinath Muralidharan
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
| | - Ankita Ray
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, India
| | - Dev Barbhaya
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology, Kanpur, India
| | | | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
- *Correspondence: Mohit Kumar Jolly,
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Growth dynamics of breast cancer stem cells: effects of self-feedback and EMT mechanisms. Theory Biosci 2022; 141:297-311. [PMID: 35921025 DOI: 10.1007/s12064-022-00374-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 07/06/2022] [Indexed: 10/16/2022]
Abstract
Breast cancer stem cells (BCSCs) with the ability to self-renew and differentiate have been identified in primary breast cancer tissues and cell lines. The BCSCs are often resistant to traditional radiation and/or chemotherapies. Previous studies have also shown that successful therapy must eradicate cancer stem cells. The purpose of this paper is to develop a mathematical model with self-feedback mechanism to illustrate the issues regarding the difficulties of absolutely eliminating a breast cancer. In addition, we introduce the mechanism of the epithelial-mesenchymal transition (EMT) to investigate the influence of EMT on the effects of breast cancer growth and treatment. Results indicate that the EMT mechanism facilitates the growth of breast cancer and makes breast cancer more difficult to be cured. Therefore, targeting the signals involved in EMT can halt tumor progression in breast cancer. Finally, we apply the experimental data to carry out numerical simulations and validate our theoretical conclusions.
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35
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Jouida A, O’Callaghan M, Mc Carthy C, Fabre A, Nadarajan P, Keane MP. Exosomes from EGFR-Mutated Adenocarcinoma Induce a Hybrid EMT and MMP9-Dependant Tumor Invasion. Cancers (Basel) 2022; 14:cancers14153776. [PMID: 35954442 PMCID: PMC9367273 DOI: 10.3390/cancers14153776] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 07/23/2022] [Accepted: 07/26/2022] [Indexed: 01/27/2023] Open
Abstract
Exosomes, a class of extra cellular nano-sized vesicles (EVs), and their contents have gained attention as potential sources of information on tumor detection and regulatory drivers of tumor progression and metastasis. The effect of exosomes isolated from patients with an Epidermal Growth Factor Receptor (EGFR)-mutated adenocarcinoma on the promotion of epithelial–mesenchymal transition (EMT) and invasion were examined. Exosomes derived from serum of patients with EGFR-mutated non-small cell lung cancer (NSCLC) mediate the activation of the Phosphoinositide 3-kinase (PI3K)/AKT/ mammalian target of rapamycin (mTOR) pathway and induce an invasion through the up-regulation of matrix metalloproteinase-9 (MMP-9) in A549 cells. We observed a significant increase in the expression of vimentin, a mesenchymal marker, while retaining the epithelial characteristics, as evidenced by the unaltered levels of E-cadherin and Epithelial cell adhesion molecule (EPCAM). We also observed an increase of nuclear factor erythroid 2-related factor 2 (NFR2) and P-cadherin expression, markers of hybrid EMT. Exosomes derived from EGFR-mutated adenocarcinoma serum could be a potential mediator of hybrid EMT and tumor invasion. Understanding how cancerous cells communicate and interact with their environment via exosomes will improve our understanding of lung cancer progression and metastasis formation.
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Affiliation(s)
- Amina Jouida
- School of Medicine, University College Dublin, D14 E099 Dublin, Ireland; (A.J.); (M.O.); (C.M.C.); (A.F.); (P.N.)
| | - Marissa O’Callaghan
- School of Medicine, University College Dublin, D14 E099 Dublin, Ireland; (A.J.); (M.O.); (C.M.C.); (A.F.); (P.N.)
- Department of Respiratory Medicine, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
| | - Cormac Mc Carthy
- School of Medicine, University College Dublin, D14 E099 Dublin, Ireland; (A.J.); (M.O.); (C.M.C.); (A.F.); (P.N.)
- Department of Respiratory Medicine, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
| | - Aurelie Fabre
- School of Medicine, University College Dublin, D14 E099 Dublin, Ireland; (A.J.); (M.O.); (C.M.C.); (A.F.); (P.N.)
- Department of Respiratory Medicine, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
| | - Parthiban Nadarajan
- School of Medicine, University College Dublin, D14 E099 Dublin, Ireland; (A.J.); (M.O.); (C.M.C.); (A.F.); (P.N.)
- Department of Respiratory Medicine, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
| | - Michael P. Keane
- School of Medicine, University College Dublin, D14 E099 Dublin, Ireland; (A.J.); (M.O.); (C.M.C.); (A.F.); (P.N.)
- Department of Respiratory Medicine, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
- Correspondence: ; Tel.: +353-1-221-4474; Fax: +353-1-221-3750
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Kawami M, Honda M, Hara T, Yumoto R, Takano M. Role of Nrf2 in Methotrexate-Induced Epithelial–Mesenchymal Transition in Alveolar A549 Cells. Biol Pharm Bull 2022; 45:1069-1076. [DOI: 10.1248/bpb.b22-00010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Masashi Kawami
- Department of Pharmaceutics and Therapeutics, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Mikito Honda
- Department of Pharmaceutics and Therapeutics, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Takuya Hara
- Department of Pharmaceutics and Therapeutics, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Ryoko Yumoto
- Department of Pharmaceutics and Therapeutics, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Mikihisa Takano
- Department of Pharmaceutics and Therapeutics, Graduate School of Biomedical and Health Sciences, Hiroshima University
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Bhavani GS, Palanisamy A. SNAIL driven by a feed forward loop motif promotes TGF βinduced epithelial to mesenchymal transition. Biomed Phys Eng Express 2022; 8. [PMID: 35700712 DOI: 10.1088/2057-1976/ac7896] [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: 01/26/2022] [Accepted: 06/14/2022] [Indexed: 11/12/2022]
Abstract
Epithelial to Mesenchymal Transition (EMT) plays an important role in tissue regeneration, embryonic development, and cancer metastasis. Several signaling pathways are known to regulate EMT, among which the modulation of TGFβ(Transforming Growth Factor-β) induced EMT is crucial in several cancer types. Several mathematical models were built to explore the role of core regulatory circuit of ZEB/miR-200, SNAIL/miR-34 double negative feedback loops in modulating TGFβinduced EMT. Different emergent behavior including tristability, irreversible switching, existence of hybrid EMT states were inferred though these models. Some studies have explored the role of TGFβreceptor activation, SMADs nucleocytoplasmic shuttling and complex formation. Recent experiments have revealed that MDM2 along with SMAD complex regulates SNAIL expression driven EMT. Encouraged by this, in the present study we developed a mathematical model for p53/MDM2 dependent TGFβinduced EMT regulation. Inclusion of p53 brings in an additional mechanistic perspective in exploring the EM transition. The network formulated comprises a C1FFL moderating SNAIL expression involving MDM2 and SMAD complex, which functions as a noise filter and persistent detector. The C1FFL was also observed to operate as a coincidence detector driving the SNAIL dependent downstream signaling into phenotypic switching decision. Systems modelling and analysis of the devised network, displayed interesting dynamic behavior, systems response to various inputs stimulus, providing a better understanding of p53/MDM2 dependent TGF-βinduced Epithelial to Mesenchymal Transition.
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Bocci F, Schneider-Stock R, Banerjee S. Editorial: Epithelial to Mesenchymal Plasticity in Colorectal Cancer. Front Cell Dev Biol 2022; 10:950980. [PMID: 35813213 PMCID: PMC9260675 DOI: 10.3389/fcell.2022.950980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 06/02/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Federico Bocci
- NSF-Simons Center for Multiscale Cell Fate Research, Irvine, CA, United States
- Department of Mathematics, University of California, Irvine, Irvine, CA, United States
| | - Regine Schneider-Stock
- Experimental Tumorpathology, Institute of Pathology, Universitätsklinikum, Erlangen, Germany
- Comprehensive Cancer Center-EMN (CCC), Friedrich-Alexander University Erlangen, Erlangen, Germany
| | - Sreeparna Banerjee
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
- *Correspondence: Sreeparna Banerjee,
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Vilchez Mercedes SA, Bocci F, Ahmed M, Eder I, Zhu N, Levine H, Onuchic JN, Jolly MK, Wong PK. Nrf2 Modulates the Hybrid Epithelial/Mesenchymal Phenotype and Notch Signaling During Collective Cancer Migration. Front Mol Biosci 2022; 9:807324. [PMID: 35480877 PMCID: PMC9037689 DOI: 10.3389/fmolb.2022.807324] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 03/03/2022] [Indexed: 12/12/2022] Open
Abstract
Hybrid epithelial/mesenchymal cells (E/M) are key players in aggressive cancer metastasis. It remains a challenge to understand how these cell states, which are mostly non-existent in healthy tissue, become stable phenotypes participating in collective cancer migration. The transcription factor Nrf2, which is associated with tumor progression and resistance to therapy, appears to be central to this process. Here, using a combination of immunocytochemistry, single cell biosensors, and computational modeling, we show that Nrf2 functions as a phenotypic stability factor for hybrid E/M cells by inhibiting a complete epithelial-mesenchymal transition (EMT) during collective cancer migration. We also demonstrate that Nrf2 and EMT signaling are spatially coordinated near the leading edge. In particular, computational analysis of an Nrf2-EMT-Notch network and experimental modulation of Nrf2 by pharmacological treatment or CRISPR/Cas9 gene editing reveal that Nrf2 stabilizes a hybrid E/M phenotype which is maximally observed in the interior region immediately behind the leading edge. We further demonstrate that the Nrf2-EMT-Notch network enhances Dll4 and Jagged1 expression at the leading edge, which correlates with the formation of leader cells and protruding tips. Altogether, our results provide direct evidence that Nrf2 acts as a phenotypic stability factor in restricting complete EMT and plays an important role in coordinating collective cancer migration.
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Affiliation(s)
- Samuel A. Vilchez Mercedes
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, United States
| | - Federico Bocci
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
| | - Mona Ahmed
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, United States
| | - Ian Eder
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, United States
| | - Ninghao Zhu
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, United States
| | - Herbert Levine
- Center for Theoretical Biological Physics, Department of Physics and Department of Bioengineering, Northeastern University, Boston, MA, United States
- *Correspondence: Herbert Levine, ; José N. Onuchic, ; Mohit Kumar Jolly, ; Pak Kin Wong,
| | - José N. Onuchic
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
- Department of Physics and Astronomy, Department of Chemistry and Department of Biosciences, Rice University, Houston, TX, United States
- *Correspondence: Herbert Levine, ; José N. Onuchic, ; Mohit Kumar Jolly, ; Pak Kin Wong,
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
- *Correspondence: Herbert Levine, ; José N. Onuchic, ; Mohit Kumar Jolly, ; Pak Kin Wong,
| | - Pak Kin Wong
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, United States
- Department of Mechanical Engineering and Department of Surgery, The Pennsylvania State University, University Park, PA, United States
- *Correspondence: Herbert Levine, ; José N. Onuchic, ; Mohit Kumar Jolly, ; Pak Kin Wong,
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40
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Cancer: More than a geneticist’s Pandora’s box. J Biosci 2022. [DOI: 10.1007/s12038-022-00254-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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41
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Transcriptional and post-transcriptional control of epithelial-mesenchymal plasticity: why so many regulators? Cell Mol Life Sci 2022; 79:182. [PMID: 35278142 PMCID: PMC8918127 DOI: 10.1007/s00018-022-04199-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 01/18/2022] [Accepted: 02/07/2022] [Indexed: 12/12/2022]
Abstract
The dynamic transition between epithelial-like and mesenchymal-like cell states has been a focus for extensive investigation for decades, reflective of the importance of Epithelial-Mesenchymal Transition (EMT) through development, in the adult, and the contributing role EMT has to pathologies including metastasis and fibrosis. Not surprisingly, regulation of the complex genetic networks that underlie EMT have been attributed to multiple transcription factors and microRNAs. What is surprising, however, are the sheer number of different regulators (hundreds of transcription factors and microRNAs) for which critical roles have been described. This review seeks not to collate these studies, but to provide a perspective on the fundamental question of whether it is really feasible that so many regulators play important roles and if so, what does this tell us about EMT and more generally, the genetic machinery that controls complex biological processes.
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42
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Ghosh B, Nishida K, Chandrala L, Mahmud S, Thapa S, Swaby C, Chen S, Khosla AA, Katz J, Sidhaye VK. Epithelial plasticity in COPD results in cellular unjamming due to an increase in polymerized actin. J Cell Sci 2022; 135:jcs258513. [PMID: 35118497 PMCID: PMC8919336 DOI: 10.1242/jcs.258513] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 01/04/2022] [Indexed: 11/20/2022] Open
Abstract
The airway epithelium is subjected to insults such as cigarette smoke (CS), a primary cause of chronic obstructive pulmonary disease (COPD) and serves as an excellent model to study cell plasticity. Here, we show that both CS-exposed and COPD-patient derived epithelia (CHBE) display quantitative evidence of cellular plasticity, with loss of specialized apical features and a transcriptional profile suggestive of partial epithelial-to-mesenchymal transition (pEMT), albeit with distinct cell motion indicative of cellular unjamming. These injured/diseased cells have an increased fraction of polymerized actin, due to loss of the actin-severing protein cofilin-1. We observed that decreasing polymerized actin restores the jammed state in both CHBE and CS-exposed epithelia, indicating that the fraction of polymerized actin is critical in unjamming the epithelia. Our kinetic energy spectral analysis suggests that loss of cofilin-1 results in unjamming, similar to that seen with both CS exposure and in CHBE cells. The findings suggest that in response to chronic injury, although epithelial cells display evidence of pEMT, their movement is more consistent with cellular unjamming. Inhibitors of actin polymerization rectify the unjamming features of the monolayer. This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Baishakhi Ghosh
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Baltimore, Maryland, 21205, USA
| | - Kristine Nishida
- Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, 21224, USA
| | - Lakshmana Chandrala
- Department of Mechanical Engineering, Johns Hopkins Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Saborny Mahmud
- Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, 21224, USA
| | - Shreeti Thapa
- Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, 21224, USA
| | - Carter Swaby
- Department of Chemical and Biomolecular Engineering, Johns Hopkins Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Si Chen
- Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, 21224, USA
| | - Atulya Aman Khosla
- Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, 21224, USA
| | - Joseph Katz
- Department of Mechanical Engineering, Johns Hopkins Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Venkataramana K. Sidhaye
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Baltimore, Maryland, 21205, USA
- Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, 21224, USA
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43
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Zhang J, Tang H, Jiang X, Huang N, Wei Q. Hypoxia-Induced miR-378a-3p Inhibits Osteosarcoma Invasion and Epithelial-to-Mesenchymal Transition via BYSL Regulation. Front Genet 2022; 12:804952. [PMID: 35154253 PMCID: PMC8831866 DOI: 10.3389/fgene.2021.804952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 12/27/2021] [Indexed: 11/26/2022] Open
Abstract
The bystin-like (BYSL) gene is expressed in a wide range of eukaryotes and is closely associated with tumor progression. However, its function and mechanism in osteosarcoma remain unclear. Herein, the protein expression and clinical role of BYSL in human osteosarcoma tissues were assessed. High expression of BYSL was positively related to the metastasis status and poor patient prognosis. Mechanistically, upregulation of BYSL enhanced Nrf2 expression under hypoxia in osteosarcoma cells. MicroRNAs are important epigenetic regulators of osteosarcoma development. Noteworthy, bioinformatics analysis, dual-luciferase reporter and rescue assays showed that miR-378a-3p inhibited BYSL expression by binding to its 3′-untranslated region. Analysis of miR-378a-3p function under hypoxia and normoxia showed that its upregulation suppressed osteosarcoma cells invasion and inhibited epithelial-to-mesenchymal transition by suppressing BYSL. Collectively, the results show that the miR-378a-3p/BYSL may associate with metastasis risk in osteosarcoma.
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Affiliation(s)
- Junlei Zhang
- Department of Orthopedics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Haijun Tang
- Department of Orthopedics, Affiliated Minzu Hospital of Guangxi Medical University, Nanning, China
| | - Xiaohong Jiang
- Department of Orthopedics, Affiliated Minzu Hospital of Guangxi Medical University, Nanning, China
| | - Nenggan Huang
- Department of Orthopedics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qingjun Wei
- Department of Orthopedics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- *Correspondence: Qingjun Wei,
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44
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Milton AV, Konrad DB. Epithelial-mesenchymal transition and H 2O 2 signaling - a driver of disease progression and a vulnerability in cancers. Biol Chem 2022; 403:377-390. [PMID: 35032422 DOI: 10.1515/hsz-2021-0341] [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: 08/06/2021] [Accepted: 12/18/2021] [Indexed: 12/20/2022]
Abstract
Mutation-selective drugs constitute a great advancement in personalized anticancer treatment with increased quality of life and overall survival in cancers. However, the high adaptability and evasiveness of cancers can lead to disease progression and the development of drug resistance, which cause recurrence and metastasis. A common characteristic in advanced neoplastic cancers is the epithelial-mesenchymal transition (EMT) which is strongly interconnected with H2O2 signaling, increased motility and invasiveness. H2O2 relays its signal through the installation of oxidative posttranslational modifications on cysteines. The increased H2O2 levels that are associated with an EMT confer a heightened sensitivity towards the induction of ferroptosis as a recently discovered vulnerability.
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Affiliation(s)
- Anna V Milton
- Department of Pharmacy, Ludwig Maximilian University of Munich, Butenandtstr. 5-13, Haus C, D-81377 Munich, Germany
| | - David B Konrad
- Department of Pharmacy, Ludwig Maximilian University of Munich, Butenandtstr. 5-13, Haus C, D-81377 Munich, Germany
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45
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Jia W, Jolly MK, Levine H. NRF2-dependent Epigenetic Regulation can Promote the Hybrid Epithelial/Mesenchymal Phenotype. Front Cell Dev Biol 2022; 9:828250. [PMID: 35118079 PMCID: PMC8803900 DOI: 10.3389/fcell.2021.828250] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 12/28/2021] [Indexed: 11/17/2022] Open
Abstract
The epithelial-mesenchymal transition (EMT) is a cellular process critical for wound healing, cancer metastasis and embryonic development. Recent efforts have identified the role of hybrid epithelial/mesenchymal states, having both epithelial and mesehncymal traits, in enabling cancer metastasis and resistance to various therapies. Also, previous work has suggested that NRF2 can act as phenotypic stability factor to help stablize such hybrid states. Here, we incorporate a phenomenological epigenetic feedback effect into our previous computational model for EMT signaling. We show that this type of feedback can stabilize the hybrid state as compared to the fully mesenchymal phenotype if NRF2 can influence SNAIL at an epigenetic level, as this link makes transitions out of hybrid state more difficult. However, epigenetic regulation on other NRF2-related links do not significantly change the EMT dynamics. Finally, we considered possible cell division effects in our epigenetic regulation model, and our results indicate that the degree of epigenetic inheritance does not appear to be a critical factor for the hybrid E/M state stabilizing behavior of NRF2.
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Affiliation(s)
- Wen Jia
- Center for Theoretical Biological Physics, Northeastern University, Boston, MA, United States
- Department of Physics and Astronomy, Rice University, Houston, TX, United States
- Department of Physics, Northeastern University, Boston, MA, United States
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
- *Correspondence: Mohit Kumar Jolly, ; Herbert Levine,
| | - Herbert Levine
- Center for Theoretical Biological Physics, Northeastern University, Boston, MA, United States
- Department of Physics, Northeastern University, Boston, MA, United States
- Department of Bioengineering, Northeastern University, Boston, MA, United States
- *Correspondence: Mohit Kumar Jolly, ; Herbert Levine,
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46
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Sahoo S, Ashraf B, Duddu AS, Biddle A, Jolly MK. Interconnected high-dimensional landscapes of epithelial-mesenchymal plasticity and stemness in cancer. Clin Exp Metastasis 2022; 39:279-290. [PMID: 34993766 DOI: 10.1007/s10585-021-10139-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 11/09/2021] [Indexed: 02/06/2023]
Abstract
Establishing macrometastases at distant organs is a highly challenging process for cancer cells, with extremely high attrition rates. A very small percentage of disseminated cells have the ability to dynamically adapt to their changing micro-environments through reversibly switching to another phenotype, aiding metastasis. Such plasticity can be exhibited along one or more axes-epithelial-mesenchymal plasticity (EMP) and cancer stem cells (CSCs) being the two most studied, and often tacitly assumed to be synonymous. Here, we review the emerging concepts related to EMP and CSCs across multiple cancers. Both processes are multi-dimensional in nature; for instance, EMP can be defined on morphological, molecular and functional changes, which may or may not be synchronized. Similarly, self-renewal, multi-lineage potential, and resistance to anoikis and/or therapy may not all occur simultaneously in CSCs. Thus, understanding the complexity in defining EMP and CSCs is essential if we are to understand their contribution to cancer metastasis. This will require a more comprehensive understanding of the non-linearity of these processes. These processes are dynamic, reversible, and semi-independent in nature; cells traverse the inter-connected high-dimensional EMP and CSC landscapes in diverse paths, each of which may exhibit a distinct EMP-CSC coupling. Our proposed model offers a potential unifying framework for elucidating the coupled decision-making along these dimensions and highlights a key set of open questions to be answered.
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Affiliation(s)
- Sarthak Sahoo
- Centre for BioSystems Science and Engineering (BSSE), Indian Institute of Science, Bangalore, 560012, India.,UG Programme, Indian Institute of Science, Bangalore, 560012, India
| | - Bazella Ashraf
- Department of Biotechnology, Central University of Kashmir, Ganderbal, India
| | - Atchuta Srinivas Duddu
- Centre for BioSystems Science and Engineering (BSSE), Indian Institute of Science, Bangalore, 560012, India
| | - Adrian Biddle
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering (BSSE), Indian Institute of Science, Bangalore, 560012, India.
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Subbalakshmi AR, Ashraf B, Jolly MK. Biophysical and biochemical attributes of hybrid epithelial/mesenchymal phenotypes. Phys Biol 2022; 19. [PMID: 34986465 DOI: 10.1088/1478-3975/ac482c] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 01/05/2022] [Indexed: 11/11/2022]
Abstract
The Epithelial-Mesenchymal Transition (EMT) is a biological phenomenon associated with explicit phenotypic and molecular changes in cellular traits. Unlike the earlier-held popular belief of it being a binary process, EMT is now thought of as a landscape including diverse hybrid E/M phenotypes manifested by varying degrees of the transition. These hybrid cells can co-express both epithelial and mesenchymal markers and/or functional traits, and can possess the property of collective cell migration, enhanced tumor-initiating ability, and immune/targeted therapy-evasive features, all of which are often associated with worse patient outcomes. These characteristics of the hybrid E/M cells have led to a surge in studies that map their biophysical and biochemical hallmarks that can be helpful in exploiting their therapeutic vulnerabilities. This review discusses recent advances made in investigating hybrid E/M phenotype(s) from diverse biophysical and biochemical aspects by integrating live cell-imaging, cellular morphology quantification and mathematical modelling, and highlights a set of questions that remain unanswered about the dynamics of hybrid E/M states.
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Affiliation(s)
- Ayalur Raghu Subbalakshmi
- Indian Institute of Science, Centre for BioSystems Science and Engineering, Bangalore, 560012, INDIA
| | - Bazella Ashraf
- Central University of Kashmir, Department of Biotechnology, Ganderbal, Jammu and Kashmir, 191201, INDIA
| | - Mohit Kumar Jolly
- Indian Institute of Science, Centre for BioSystems Science and Engineering, Bangalore, 560012, INDIA
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48
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Wilczyński JR. Cancer Stem Cells: An Ever-Hiding Foe. EXPERIENTIA SUPPLEMENTUM (2012) 2022; 113:219-251. [PMID: 35165866 DOI: 10.1007/978-3-030-91311-3_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Cancer stem cells are a population of cells enable to reproduce the original phenotype of the tumor and capable to self-renewal, which is crucial for tumor proliferation, differentiation, recurrence, and metastasis, as well as chemoresistance. Therefore, the cancer stem cells (CSCs) have become one of the main targets for anticancer therapy and many ongoing clinical trials test anti-CSCs efficacy of plenty of drugs. This chapter describes CSCs starting from general description of this cell population, through CSCs markers, signaling pathways, genetic and epigenetic regulation, role of epithelial-mesenchymal transition (EMT) transition and autophagy, cooperation with microenvironment (CSCs niche), and finally role of CSCs in escaping host immunosurveillance against cancer.
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Affiliation(s)
- Jacek R Wilczyński
- Department of Gynecologic Surgery and Gynecologic Oncology, Medical University of Lodz, Lodz, Poland.
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49
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Ahmed O, Xu M, Zhou F, Wein AN, Upadhya GA, Ye L, Wong BW, Lin Y, O'Farrelly C, Chapman WC. NRF2 assessment in discarded liver allografts: A role in allograft function and salvage. Am J Transplant 2022; 22:58-70. [PMID: 34379880 DOI: 10.1111/ajt.16789] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 06/23/2021] [Accepted: 07/19/2021] [Indexed: 01/25/2023]
Abstract
Antioxidant defence mechanisms, such as the nuclear factor-erythroid 2-related-factor-2 (NRF2) axis, are integral to oxidative stress responses and ischemic injury. Hepatic antioxidant capacity is contingent on parenchymal quality, and there is a need to develop new insights into key molecular mechanisms in marginal liver allografts that might provide therapeutic targets. This study examines the clinical relevance of NRF2 in donor livers and its response to normothermic machine perfusion (NMP). Discarded donor livers (n = 40) were stratified into a high NRF2 and low NRF2 group by quantifying NRF2 expression. High NRF2 livers had significantly lower transaminase levels, hepatic vascular inflammation and peri-portal CD3+ T cell infiltration. Human liver allografts (n = 8) were then exposed to 6-h of NMP and high NRF2 livers had significantly reduced liver enzyme alterations and improved lactate clearance. To investigate these findings further, we used a rat fatty-liver model, treating livers with an NRF2 agonist during NMP. Treated livers had increased NRF2 expression and reduced transaminase derangements following NMP compared to vehicle control. These results support the association of elevated NRF2 expression with improved liver function. Targeting this axis could have a rationale in future studies and NRF2 agonists may represent a supplemental treatment strategy for rescuing marginal donor livers.
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Affiliation(s)
- Ola Ahmed
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA.,School of Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Min Xu
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Fangyu Zhou
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Alexander N Wein
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Gundumi A Upadhya
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Li Ye
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Brian W Wong
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Yiing Lin
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Cliona O'Farrelly
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland.,School of Biochemistry & Immunology, Trinity College Dublin, Dublin 2, Ireland
| | - William C Chapman
- Department of Surgery, Section of Abdominal Transplantation, Washington University School of Medicine, St. Louis, Missouri, USA
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50
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Johnson KS, Hussein S, Chakraborty P, Muruganantham A, Mikhail S, Gonzalez G, Song S, Jolly MK, Toneff MJ, Benton ML, Lin YC, Taube JH. CTCF Expression and Dynamic Motif Accessibility Modulates Epithelial-Mesenchymal Gene Expression. Cancers (Basel) 2022; 14:cancers14010209. [PMID: 35008373 PMCID: PMC8750563 DOI: 10.3390/cancers14010209] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 12/14/2022] Open
Abstract
Epithelial-mesenchymal transition (EMT) and its reversal, mesenchymal-epithelial transition (MET) drive tissue reorganization critical for early development. In carcinomas, processing through EMT, MET, or partial states promotes migration, invasion, dormancy, and metastatic colonization. As a reversible process, EMT is inherently regulated at epigenetic and epigenomic levels. To understand the epigenomic nature of reversible EMT and its partial states, we characterized chromatin accessibility dynamics, transcriptomic output, protein expression, and cellular phenotypes during stepwise reversible EMT. We find that the chromatin insulating protein machinery, including CTCF, is suppressed and re-expressed, coincident with broad alterations in chromatin accessibility, during EMT/MET, and is lower in triple-negative breast cancer cell lines with EMT features. Through an analysis of chromatin accessibility using ATAC-seq, we identify that early phases of EMT are characterized by enrichment for AP-1 family member binding motifs, but also by a diminished enrichment for CTCF binding motifs. Through a loss-of-function analysis, we demonstrate that the suppression of CTCF alters cellular plasticity, strengthening the epithelial phenotype via the upregulation of epithelial markers E-cadherin/CDH1 and downregulation of N-cadherin/CDH2. Conversely, the upregulation of CTCF leads to the upregulation of EMT gene expression and an increase in mesenchymal traits. These findings are indicative of a role of CTCF in regulating epithelial-mesenchymal plasticity and gene expression.
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Affiliation(s)
- Kelsey S. Johnson
- Department of Biology, Baylor University, Waco, TX 76706, USA; (K.S.J.); (A.M.); (S.M.); (G.G.); (S.S.)
| | - Shaimaa Hussein
- Baylor Institute for Immunology Research, Baylor Scott & White, Dallas, TX 75246, USA; (S.H.); (Y.C.L.)
| | - Priyanka Chakraborty
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India; (P.C.); (M.K.J.)
| | - Arvind Muruganantham
- Department of Biology, Baylor University, Waco, TX 76706, USA; (K.S.J.); (A.M.); (S.M.); (G.G.); (S.S.)
| | - Sheridan Mikhail
- Department of Biology, Baylor University, Waco, TX 76706, USA; (K.S.J.); (A.M.); (S.M.); (G.G.); (S.S.)
| | - Giovanny Gonzalez
- Department of Biology, Baylor University, Waco, TX 76706, USA; (K.S.J.); (A.M.); (S.M.); (G.G.); (S.S.)
| | - Shuxuan Song
- Department of Biology, Baylor University, Waco, TX 76706, USA; (K.S.J.); (A.M.); (S.M.); (G.G.); (S.S.)
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India; (P.C.); (M.K.J.)
| | | | | | - Yin C. Lin
- Baylor Institute for Immunology Research, Baylor Scott & White, Dallas, TX 75246, USA; (S.H.); (Y.C.L.)
| | - Joseph H. Taube
- Department of Biology, Baylor University, Waco, TX 76706, USA; (K.S.J.); (A.M.); (S.M.); (G.G.); (S.S.)
- Dan L. Duncan Cancer Center, Houston, TX 76706, USA
- Correspondence:
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