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Lotti F, Melixetian M, Vlachou T, Nobile MS, Bacciu L, Malferrari M, Quaresima N, Rapino S, Marocchi F, Barberis M, Soriani C, Gallo B, Mollo V, Ferrarotto I, Bossi D, Ferrucci PF, Pelicci PG, Luzi L, Lanfrancone L. GPNMB marks a quiescent cell population in melanoma and promotes metastasis formation. EMBO Rep 2025:10.1038/s44319-025-00501-w. [PMID: 40528051 DOI: 10.1038/s44319-025-00501-w] [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: 12/11/2024] [Revised: 05/26/2025] [Accepted: 06/02/2025] [Indexed: 06/20/2025] Open
Abstract
Melanoma exhibits high intratumoral heterogeneity, characterized by a diverse population of cells undergoing dynamic transitions between cellular states. These adaptive changes enable melanoma cells to survive in the harsh tumor microenvironment, acquire drug resistance, and metastasize. One such state, quiescence, has been linked to both relapse and drug resistance, but its underlying biology and molecular mechanisms remain poorly understood. Our study challenges the conventional understanding of melanoma quiescence. Contrary to the notion of a rare, unique subpopulation, we demonstrate that quiescence is a highly dynamic state accessible to most, if not all, melanoma cells. This state is exquisitely sensitive to microenvironmental cues. We identify GPNMB as a marker of quiescence, that is expressed in both primary and metastatic tumors. GPNMB-positive cells exhibit a pro-metastatic phenotype and are enriched in metastatic sites, suggesting a potential role for quiescence in tumor dissemination. Our findings position GPNMB as a valuable marker for isolating quiescent melanoma cells and as a potential therapeutic target to tackle metastasis.
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Affiliation(s)
- Fiorenza Lotti
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Marine Melixetian
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Thalia Vlachou
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Purposeful, Tritis Septembriou 144, Athens, 11251, Greece
| | - Marco S Nobile
- Department of Environmental Science, Computer Science and Statistics, University of Ca' Foscari, Venice, Italy
| | - Leone Bacciu
- Department of Environmental Science, Computer Science and Statistics, University of Ca' Foscari, Venice, Italy
| | - Marco Malferrari
- Department of Chemistry "Giacomo Ciamician", Università di Bologna, Via Selmi 2, 40126, Bologna, Italy
| | - Nicolò Quaresima
- Department of Chemistry "Giacomo Ciamician", Università di Bologna, Via Selmi 2, 40126, Bologna, Italy
| | - Stefania Rapino
- Department of Chemistry "Giacomo Ciamician", Università di Bologna, Via Selmi 2, 40126, Bologna, Italy
| | - Federica Marocchi
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Massimo Barberis
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Chiara Soriani
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Gallo
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Velia Mollo
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Ilaria Ferrarotto
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Daniela Bossi
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Institute of Oncology Research, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - Pier Francesco Ferrucci
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology, Gruppo MultiMedica, Milano, Italy
| | - Pier Giuseppe Pelicci
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Lucilla Luzi
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Luisa Lanfrancone
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy.
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2
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Wilczak M, Surman M, Jankowska U, Skupien-Rabian B, Przybyło M. MGAT3 and MGAT5 overexpression alters the protein cargo of extracellular vesicles released by metastatic melanoma cells. Biochem Biophys Res Commun 2025; 762:151749. [PMID: 40199132 DOI: 10.1016/j.bbrc.2025.151749] [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: 12/12/2024] [Revised: 03/25/2025] [Accepted: 04/01/2025] [Indexed: 04/10/2025]
Abstract
Extracellular vesicles (EVs) are potential non-invasive diagnostic, prognostic and therapeutic tools. Additionally, they are important contributors to tumorigenesis. Glycosylation has been found to modulate the composition of the EV proteome. Increased amounts of β1,6-branched N-glycans, synthesized by N-acetylglucosaminyltransferase V (GnT-V), are most commonly observed in melanoma and are associated with decreased cell adhesion and increased metastasis. The opposite effect is caused by the addition of bisecting GlcNAc by N-acetylglucosaminyltransferase III (GnT-III). To date, the impact of these enzymes on EV cargo in melanoma remains unexplored. Flow cytometry was used to study the surface glycosylation of genetic variants of WM266-4 melanoma cells with induced overexpression of GnT-III or GnT-V encoding genes (MGAT3 or MGAT5) and EVs released by these cells. LC-MS/MS proteomics was applied to analyze the effect of altered glycosylation on the proteome of released EVs, followed by detailed bioinformatic analysis. Flow cytometry analysis revealed dynamic changes in the surface glycosylation of EVs derived from melanoma cells overexpressing MGAT3 or MGAT5. Induced overexpression of MGAT3 or MGAT5 also caused significant changes in the proteome of EVs. The proteomic analysis identified a total of 1770 microvesicular and 704 exosomal proteins that play different roles in melanoma progression, including those with established diagnostic/prognostic potential and those closely associated with melanoma onset. Proteomic profiling of EVs derived from cells overexpressing MGAT3 and MGAT5 revealed functional changes in EV protein content driven by glycosylation modifications. The study presented a potential multifaced application of melanoma-derived EVs for diagnostic and prognostic purposes.
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Affiliation(s)
- Magdalena Wilczak
- Department of Glycoconjugate Biochemistry, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, 30-387, Krakow, Poland; Doctoral School of Exact and Natural Sciences, Jagiellonian University, 30-348, Krakow, Poland.
| | - Magdalena Surman
- Department of Glycoconjugate Biochemistry, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, 30-387, Krakow, Poland.
| | - Urszula Jankowska
- Proteomics and Mass Spectrometry Core Facility, Malopolska Centre of Biotechnology, Jagiellonian University, 30-387, Krakow, Poland.
| | - Bozena Skupien-Rabian
- Proteomics and Mass Spectrometry Core Facility, Malopolska Centre of Biotechnology, Jagiellonian University, 30-387, Krakow, Poland.
| | - Małgorzata Przybyło
- Department of Glycoconjugate Biochemistry, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, 30-387, Krakow, Poland.
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3
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Shimura M, Matsuo J, Pang S, Jangphattananont N, Hussain A, Rahmat MB, Lee JW, Douchi D, Tong JJL, Myint K, Srivastava S, Teh M, Koh V, Yong WP, So JBY, Tan P, Yeoh KG, Unno M, Chuang LSH, Ito Y. IQGAP3 signalling mediates intratumoral functional heterogeneity to enhance malignant growth. Gut 2025; 74:364-386. [PMID: 39438124 PMCID: PMC11874294 DOI: 10.1136/gutjnl-2023-330390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 10/05/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND The elevation of IQGAP3 expression in diverse cancers indicates a key role for IQGAP3 in carcinogenesis. Although IQGAP3 was established as a proliferating stomach stem cell factor and a regulator of the RAS-ERK pathway, how it drives cancer growth remains unclear. OBJECTIVE We define the function of IQGAP3 in gastric cancer (GC) development and progression. DESIGN We studied the phenotypic changes caused by IQGAP3 knockdown in three molecularly diverse GC cell lines by RNA-sequencing. In vivo tumorigenesis and lung metastasis assays corroborated IQGAP3 as a mediator of oncogenic signalling. Spatial analysis was performed to evaluate the intratumoral transcriptional and functional differences between control tumours and IQGAP3 knockdown tumours. RESULTS Transcriptomic profiling showed that IQGAP3 inhibition attenuates signal transduction networks, such as KRAS signalling, via phosphorylation blockade. IQGAP3 knockdown was associated with significant inhibition of MEK/ERK signalling-associated growth factors, including TGFβ1, concomitant with gene signatures predictive of impaired tumour microenvironment formation and reduced metastatic potential. Xenografts involving IQGAP3 knockdown cells showed attenuated tumorigenesis and lung metastasis in immunodeficient mice. Accordingly, immunofluorescence staining revealed significant reductions of TGFβ/SMAD signalling and αSMA-positive stromal cells; digital spatial analysis indicated that IQGAP3 is indispensable for the formation of two phenotypically diverse cell subpopulations, which played crucial but distinct roles in promoting oncogenic functions. CONCLUSION IQGAP3 knockdown suppressed the RAS-TGFβ signalling crosstalk, leading to a significant reduction of the tumour microenvironment. In particular, IQGAP3 maintains functional heterogeneity of cancer cells to enhance malignant growth. IQGAP3 is thus a highly relevant therapy target in GC.
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Affiliation(s)
- Mitsuhiro Shimura
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Junichi Matsuo
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - ShuChin Pang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | | | - Aashiq Hussain
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | | | - Jung-Won Lee
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Daisuke Douchi
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Jasmine Jie Lin Tong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Khine Myint
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | | | - Ming Teh
- Department of Medicine, National University of Singapore, Singapore
| | - Vivien Koh
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- National University Cancer Institute, National University Health System, Singapore
| | - Wei Peng Yong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- National University Cancer Institute, National University Health System, Singapore
| | - Jimmy Bok Yan So
- Department of Surgery, National University of Singapore, Singapore
| | - Patrick Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Duke-NUS Graduate Medical School, Singapore
- Genome Institute of Singapore, Singapore
| | - Khay-Guan Yeoh
- Department of Medicine, National University of Singapore, Singapore
| | - Michiaki Unno
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | | | - Yoshiaki Ito
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
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4
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Willemsen M, Bulgarelli J, Chauhan S, Lereim R, Angeli D, Grisendi G, Krebbers G, Davidson I, Kyte J, Guidoboni M, Luiten R, Bakker W. Changes in AXL and/or MITF melanoma subpopulations in patients receiving immunotherapy. IMMUNO-ONCOLOGY TECHNOLOGY 2024; 24:101009. [PMID: 39697983 PMCID: PMC11652950 DOI: 10.1016/j.iotech.2024.101009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
Background Tumor heterogeneity is a hurdle to effective therapy, as illustrated by the 'mixed responses' frequently seen in immunotherapy-treated patients. Previously, AXL+ tumor cells were identified to be highly resistant to targeted therapy, whereas more differentiated MITF+ tumor cells do respond to RAF and MEK inhibitors. Patients and methods In this study, we analyzed tumor heterogeneity and explored the presence of the previously described AXL+ or MITF+ melanoma subpopulations in metastatic tissues by NanoString gene expression analysis, single-cell RNA sequencing and in situ multiplex immunofluorescence. Furthermore, we analyzed how these subpopulations correlate with immunological pressure and response to immunotherapy by immunomodulating antibodies or autologous tumor lysate-loaded dendritic cell vaccination. Results Our data demonstrate large interpatient variability and variable therapy-induced changes independent of the type of therapy. We identify the presence of previously described AXL+ and MITF+ subpopulations in metastatic tissues both at the mRNA level and in situ at the protein level, and demonstrate that MITF+ melanoma cells are significantly decreased upon immunotherapy, while AXL+ melanoma cell numbers are stable. MITF+ tumor cells showed the most significant inverse correlation with CD8+ T cells. Our patient cohort also shows that immunotherapy-induced changes in the abundance of AXL+ or MITF+ tumor cells did not correlate with improved survival. Conclusions Overall, this study suggests that more differentiated MITF+ tumors are efficiently targeted by immunotherapy, while AXL+ tumor cells may be more resistant, analogous to their response to targeted therapy.
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Affiliation(s)
- M. Willemsen
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
| | - J. Bulgarelli
- Immunotherapy Cell Therapy and Biobank (ITCB) Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - S.K. Chauhan
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - R.R. Lereim
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - D. Angeli
- Unit of Biostatistics and Clinical Trials, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - G. Grisendi
- Laboratory of Cellular Therapy, Division of Oncology, Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - G. Krebbers
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
| | - I. Davidson
- Department of Functional Genomics and Cancer, IGBMC, CNRS/INSERM, Illkirch, France
| | - J.A. Kyte
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Department of Clinical Cancer Research, Oslo University Hospital, Oslo, Norway
| | - M. Guidoboni
- Department of Oncology, Ferrara University Hospital, University of Ferrara, Ferrara, Italy
| | - R.M. Luiten
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
| | - W.J. Bakker
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
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Reyes Hueros RA, Gier RA, Shaffer SM. Non-genetic differences underlie variability in proliferation among esophageal epithelial clones. PLoS Comput Biol 2024; 20:e1012360. [PMID: 39466790 PMCID: PMC11573201 DOI: 10.1371/journal.pcbi.1012360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 11/18/2024] [Accepted: 07/24/2024] [Indexed: 10/30/2024] Open
Abstract
Individual cells grown in culture exhibit remarkable differences in their growth, with some cells capable of forming large clusters, while others are limited or fail to grow at all. While these differences have been observed across cell lines and human samples, the growth dynamics and associated cell states remain poorly understood. In this study, we performed clonal tracing through imaging and cellular barcoding of an in vitro model of esophageal epithelial cells (EPC2-hTERT). We found that about 10% of clones grow exponentially, while the remaining have cells that become non-proliferative leading to a halt in the growth rate. Using mathematical models, we demonstrate two distinct growth behaviors: exponential and logistic. Further, we discovered that the propensity to grow exponentially is largely heritable through four doublings and that the less proliferative clones can become highly proliferative through increasing plating density. Combining barcoding with single-cell RNA-sequencing (scRNA-seq), we identified the cellular states associated with the highly proliferative clones, which include genes in the WNT and PI3K pathways. Finally, we identified an enrichment of cells resembling the highly proliferative cell state in the proliferating healthy human esophageal epithelium.
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Affiliation(s)
- Raúl A. Reyes Hueros
- Department of Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Rodrigo A. Gier
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Sydney M. Shaffer
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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6
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Zhang Y, Bejaoui M, Linh TN, Arimura T, Isoda H. A novel amphiphilic squalene-based compound with open-chain polyethers reduces malignant melanoma metastasis in-vitro and in-vivo. Cell Commun Signal 2024; 22:437. [PMID: 39261954 PMCID: PMC11389383 DOI: 10.1186/s12964-024-01813-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 08/31/2024] [Indexed: 09/13/2024] Open
Abstract
Squalene (SQ) is a well-known antioxidant and anti-inflammatory agent that provides promising anti-aging and UV-protective roles on human skin. However, its strong hydrophobic nature, accompanied by issues such as poor solubility and limited tissue permeation, has created challenges for scientists to investigate its untapped potential in more complex conditions, including cancer progression. The present study assessed the potent anti-metastatic properties of a newly synthesized amphiphilic ethylene glycol SQ derivative (SQ-diEG) in melanoma, the most fatal skin cancer. In vitro and in vivo experiments have discovered that SQ-diEG may exert its potential on melanoma malignancy through the mitochondria-mediated caspase activation apoptotic signaling pathway. The potent anti-metastatic effect of SQ-diEG was observed in vitro using highly proliferative and aggressive melanoma cells. Administration of SQ-diEG (25 mg/kg) significantly decreased the tumor burden on the lung and inhibited the metastasis-associated proteins and gene markers in B16F10 lung colonization mice model. Furthermore, global gene profiling also revealed a promising role of SQ-diEG in tumor microenvironment. We anticipated that the amphiphilic nature of the SQ compound bearing ethylene glycol oligomers could potentially augment its ability to reach the pathology site, thus enhancing its therapeutic potential in melanoma.
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Affiliation(s)
- Yaman Zhang
- Tsukuba Life Science Innovation Program (T-LSI), University of Tsukuba, Tsukuba, Japan
| | - Meriem Bejaoui
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
- Alliance for Research On the Mediterranean and North Africa (ARENA), University of Tsukuba, Tsukuba, Japan
| | - Tran Ngoc Linh
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Takashi Arimura
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Hiroko Isoda
- Tsukuba Life Science Innovation Program (T-LSI), University of Tsukuba, Tsukuba, Japan.
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan.
- Alliance for Research On the Mediterranean and North Africa (ARENA), University of Tsukuba, Tsukuba, Japan.
- Institution of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Japan.
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7
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Ferrer CM, Cho HM, Boon R, Bernasocchi T, Wong LP, Cetinbas M, Haggerty ER, Mitsiades I, Wojtkiewicz GR, McLoughlin DE, Aboushousha R, Abdelhamid H, Kugel S, Rheinbay E, Sadreyev R, Juric D, Janssen-Heininger YMW, Mostoslavsky R. The glutathione S-transferase Gstt1 drives survival and dissemination in metastases. Nat Cell Biol 2024; 26:975-990. [PMID: 38862786 DOI: 10.1038/s41556-024-01426-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/18/2024] [Indexed: 06/13/2024]
Abstract
Identifying the adaptive mechanisms of metastatic cancer cells remains an elusive question in the treatment of metastatic disease, particularly in pancreatic cancer (pancreatic adenocarcinoma, PDA). A loss-of-function shRNA targeted screen in metastatic-derived cells identified Gstt1, a member of the glutathione S-transferase superfamily, as uniquely required for dissemination and metastasis, but dispensable for primary tumour growth. Gstt1 is expressed in latent disseminated tumour cells (DTCs), is retained within a subpopulation of slow-cycling cells within existing metastases, and its inhibition leads to complete regression of macrometastatic tumours. This distinct Gstt1high population is highly metastatic and retains slow-cycling phenotypes, epithelial-mesenchymal transition features and DTC characteristics compared to the Gstt1low population. Mechanistic studies indicate that in this subset of cancer cells, Gstt1 maintains metastases by binding and glutathione-modifying intracellular fibronectin, in turn promoting its secretion and deposition into the metastatic microenvironment. We identified Gstt1 as a mediator of metastasis, highlighting the importance of heterogeneity and its influence on the metastatic tumour microenvironment.
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Affiliation(s)
- Christina M Ferrer
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA.
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- University of Maryland School of Medicine and the Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA.
| | - Hyo Min Cho
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Ruben Boon
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Galapagos NV, 2800 Mechelen, Belgium
| | - Tiziano Bernasocchi
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lai Ping Wong
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Murat Cetinbas
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth R Haggerty
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Irene Mitsiades
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | | | - Daniel E McLoughlin
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Termeer Center for Targeted Therapies, Massachusetts General Hospital, Boston, MA, USA
| | - Reem Aboushousha
- University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Hend Abdelhamid
- University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Sita Kugel
- Fred Hutchison Cancer Research Center, Seattle, WA, USA
| | - Esther Rheinbay
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Ruslan Sadreyev
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Dejan Juric
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Termeer Center for Targeted Therapies, Massachusetts General Hospital, Boston, MA, USA
| | | | - Raul Mostoslavsky
- The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA.
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA.
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8
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Wu S, Yang Y, Zhang M, Khan AU, Dai J, Ouyang J. Serpin peptidase inhibitor, clade E, member 2 in physiology and pathology: recent advancements. Front Mol Biosci 2024; 11:1334931. [PMID: 38469181 PMCID: PMC10927012 DOI: 10.3389/fmolb.2024.1334931] [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: 12/22/2023] [Accepted: 02/01/2024] [Indexed: 03/13/2024] Open
Abstract
Serine protease inhibitors (serpins) are the most numerous and widespread multifunctional protease inhibitor superfamily and are expressed by all eukaryotes. Serpin E2 (serpin peptidase inhibitor, clade E, member 2), a member of the serine protease inhibitor superfamily is a potent endogenous thrombin inhibitor, mainly found in the extracellular matrix and platelets, and expressed in numerous organs and secreted by many cell types. The multiple functions of serpin E2 are mainly mediated through regulating urokinase-type plasminogen activator (uPA, also known as PLAU), tissue-type plasminogen activator (tPA, also known as PLAT), and matrix metalloproteinase activity, and include hemostasis, cell adhesion, and promotion of tumor metastasis. The importance serpin E2 is clear from its involvement in numerous physiological and pathological processes. In this review, we summarize the structural characteristics of the Serpin E2 gene and protein, as well as its roles physiology and disease.
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Affiliation(s)
- Shutong Wu
- Guangdong Provincial Key Laboratory of Digital Medicine and Biomechanics, Guangdong Engineering Research Center for Translation of Medical 3D Printing Application, National Virtual & Reality Experimental Education Center for Medical Morphology (Southern Medical University), National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Xinjin Branch of Chengdu Municipal Public Security Bureau, Chengdu, China
| | - Yuchao Yang
- Guangdong Provincial Key Laboratory of Digital Medicine and Biomechanics, Guangdong Engineering Research Center for Translation of Medical 3D Printing Application, National Virtual & Reality Experimental Education Center for Medical Morphology (Southern Medical University), National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Yue Bei People’s Hospital Postdoctoral Innovation Practice Base, Southern Medical University, Guangzhou, China
| | - Meiling Zhang
- Chengdu Municipal Public Security Bureau Wenjiang Branch, Chengdu, China
| | - Asmat Ullah Khan
- Guangdong Provincial Key Laboratory of Digital Medicine and Biomechanics, Guangdong Engineering Research Center for Translation of Medical 3D Printing Application, National Virtual & Reality Experimental Education Center for Medical Morphology (Southern Medical University), National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Jingxing Dai
- Guangdong Provincial Key Laboratory of Digital Medicine and Biomechanics, Guangdong Engineering Research Center for Translation of Medical 3D Printing Application, National Virtual & Reality Experimental Education Center for Medical Morphology (Southern Medical University), National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Jun Ouyang
- Guangdong Provincial Key Laboratory of Digital Medicine and Biomechanics, Guangdong Engineering Research Center for Translation of Medical 3D Printing Application, National Virtual & Reality Experimental Education Center for Medical Morphology (Southern Medical University), National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
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9
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Liu Y, Li X, Chen S, Zhu C, Shi Y, Dang S, Zhang W, Li W. Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy. Front Mol Biosci 2024; 10:1277508. [PMID: 38274096 PMCID: PMC10808646 DOI: 10.3389/fmolb.2023.1277508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/29/2023] [Indexed: 01/27/2024] Open
Abstract
Background: Serine protease inhibitor E (SERPINE) family genes participate in the tumor growth, cancer cell survival and metastasis. However, the SERPINE family members role in the prognosis and their clinical therapeutic potentials in various human cancer types have not been elaborately explored. Methods: We preliminarily analyzed expression levels and prognostic values of SERPINE family genes, and investigated the correlation between SERPINEs expression and tumor microenvironment (TME), Stemness score, clinical characteristic, immune infiltration, tumor mutational burden (TMB), immune subtype, and drug sensitivity in pan-cancer, which based on updated public databases and integrated some bioinformatics analysis methods. In addition, we conducted the enrichment analysis of SERPINEs from DAVID and KOBAS databases. Results: SERPINE1, SERPINE2, and SERPINE3 expression were upregulated in nine cancers, twelve cancers, and six cancers, respectively. The expression of SERPINE family genes was associated with the prognosis in several cancers from The Cancer Genome Atlas (TCGA). Furthermore, SERPINE family genes expression also had a significant relation to stromal and immune scores, and RNA stemness score and DNA stemness score in pan-cancer. SERPINE1 and SERPINE2 expression significantly increased in tumor advanced stage in colon adenocarcinoma (COAD). Results showed that SERPINE1 and SERPINE2 expression were negatively related with B cells and Monocytes, respectively. SERPINE2 expression had a significantly positive relation with B cells and Macrophages. In terms of TMB, SERPINE1, SERPINE2, and SERPINE3 were found to associated with TMB in seven cancers, fourteen cancers, and four cancers, respectively. Moreover, all SERPINE gene family members were significantly correlated with immune subtypes. SERPINE1 expression had a significantly positive or negative correlation with drug sensitivity. Conclusion: The study indicated the great potential of SERPINE family genes as biomarkers for prognosis and provided valuable strategies for further investigation of SERPINE family genes as potential targets in cancer.
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Affiliation(s)
| | | | | | | | | | | | | | - Wei Li
- Department of Cancer Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
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10
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Song X, Lan Y, Zheng X, Zhu Q, Liao X, Liu K, Zhang W, Peng Q, Zhu Y, Zhao L, Chen X, Shu Y, Yang K, Hu J. Targeting drug-tolerant cells: A promising strategy for overcoming acquired drug resistance in cancer cells. MedComm (Beijing) 2023; 4:e342. [PMID: 37638338 PMCID: PMC10449058 DOI: 10.1002/mco2.342] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 08/29/2023] Open
Abstract
Drug resistance remains the greatest challenge in improving outcomes for cancer patients who receive chemotherapy and targeted therapy. Surmounting evidence suggests that a subpopulation of cancer cells could escape intense selective drug treatment by entering a drug-tolerant state without genetic variations. These drug-tolerant cells (DTCs) are characterized with a slow proliferation rate and a reversible phenotype. They reside in the tumor region and may serve as a reservoir for resistant phenotypes. The survival of DTCs is regulated by epigenetic modifications, transcriptional regulation, mRNA translation remodeling, metabolic changes, antiapoptosis, interactions with the tumor microenvironment, and activation of signaling pathways. Thus, targeting the regulators of DTCs opens a new avenue for the treatment of therapy-resistant tumors. In this review, we first provide an overview of common characteristics of DTCs and the regulating networks in DTCs development. We also discuss the potential therapeutic opportunities to target DTCs. Last, we discuss the current challenges and prospects of the DTC-targeting approach to overcome acquired drug resistance. Reviewing the latest developments in DTC research could be essential in discovering of methods to eliminate DTCs, which may represent a novel therapeutic strategy for preventing drug resistance in the future.
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Affiliation(s)
- Xiaohai Song
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Yang Lan
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Xiuli Zheng
- Department of RadiologyHuaxi MR Research Center (HMRRC) and Critical Care MedicinePrecision Medicine Center, Frontiers Science Center for Disease‐Related Molecular Network, West China HospitalSichuan UniversityChengduChina
| | - Qianyu Zhu
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Xuliang Liao
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Kai Liu
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Weihan Zhang
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - QiangBo Peng
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Yunfeng Zhu
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Linyong Zhao
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Xiaolong Chen
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Yang Shu
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Kun Yang
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Jiankun Hu
- Department of General SurgeryGastric Cancer CenterLaboratory of Gastric CancerState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
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11
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Choi JS, Lee SH, Park HB, Chun C, Kim Y, Kim KH, Weon BM, Kim DH, Kim HJ, Lee JH. The deformation of cancer cells through narrow micropores holds the potential to regulate genes that impact cancer malignancy. LAB ON A CHIP 2023; 23:3628-3638. [PMID: 37448298 DOI: 10.1039/d3lc00069a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
Surgery, radiation, hormonal therapy, chemotherapy, and immunotherapy are standard treatment strategies for metastatic breast cancer. However, the heterogeneous nature of the disease poses challenges and continues to make it life-threatening. It is crucial to elucidate further the underlying signaling pathways to improve treatment efficacy. Our study established two triple-negative breast cancer cell lines (TW-1 and TW-2) that were physically deformed using 3 μm pores to investigate the relationship between cancer cell deformation and metastasis within a heterogeneous population. The physical transformation of TW-1 and TW-2 cells significantly affected their growth and migration speed, as evidenced by wound healing assays for collective cell migration and microchannel assays for single-cell migration. We conducted bulk RNA sequencing to gain insights into the genes influenced by physical deformation. Additionally, we evaluated the effects of trametinib resistance on breast cancer cell metastasis by assessing cell viability and migration rates. Interestingly, TW-1 and TW-2 cells exhibited resistance to trametinib treatment. We observed a significant upregulation of GABRA-3, a protein commonly expressed in malignant breast cancer, and the critical transcription factor Myc in TW-1 and TW-2 cells compared to the control group (Ori). However, we did not observe a significant difference in Myc expression between TW-1 and TW-2 cells. In contrast, in the trametinib-resistant cell lines (TW-1-Tra and TW-2-Tra), we found increased expression of OCT4 and SOX2 rather than GABRA-3 or Myc. These findings highlight the differential expression patterns of these genes in our study, suggesting their potential role in cancer cell deformation and drug resistance. Our study presents a potential in vitro model for metastatic and drug-resistant breast cancer cells. By investigating the correlation between cancer cell deformation and metastasis, we contribute to understanding breast cancer heterogeneity and lay the groundwork for developing improved treatment strategies.
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Affiliation(s)
- Jong Seob Choi
- Department of Bioengineering, University of Washington, 850 Republican Street, Seattle, WA 98109, USA
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, 720 Rutland Avenue, Baltimore, MD, 21205, USA
- Division of Advanced Materials Engineering, Kongju National University, Budaedong 275, Seobuk-gu, Cheonan-si, Chungnam, 31080, South Korea
| | - Su Han Lee
- Digital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk 39253, South Korea
| | - Hye Bin Park
- Digital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk 39253, South Korea
| | - Changho Chun
- Department of Bioengineering, University of Washington, 850 Republican Street, Seattle, WA 98109, USA
| | - Yeseul Kim
- Soft Matter Physics Laboratory, School of Advanced Materials Science and Engineering, SKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon 16419, South Korea
| | - Kyung Hoon Kim
- Department of Bioengineering, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
| | - Byung Mook Weon
- Soft Matter Physics Laboratory, School of Advanced Materials Science and Engineering, SKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon 16419, South Korea
| | - Deok-Ho Kim
- Department of Bioengineering, University of Washington, 850 Republican Street, Seattle, WA 98109, USA
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, 720 Rutland Avenue, Baltimore, MD, 21205, USA
| | - Hyung Jin Kim
- Digital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk 39253, South Korea
| | - Jung Hyun Lee
- Division of Dermatology, Department of Medicine, University of Washington, 850 Republican Street, Seattle, WA 98109, USA.
- Institute for Stem Cell and Regenerative Medicine, University of Washington, 850 Republican Street, Seattle, WA 98109, USA
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12
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Yang E, Ding Q, Fan X, Ye H, Xuan C, Zhao S, Ji Q, Yu W, Liu Y, Cao J, Fang M, Ding X. Machine learning modeling and prognostic value analysis of invasion-related genes in cutaneous melanoma. Comput Biol Med 2023; 162:107089. [PMID: 37267825 DOI: 10.1016/j.compbiomed.2023.107089] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 05/06/2023] [Accepted: 05/27/2023] [Indexed: 06/04/2023]
Abstract
In this study, we aimed to develop an invasion-related risk signature and prognostic model for personalized treatment and prognosis prediction in skin cutaneous melanoma (SKCM), as invasion plays a crucial role in this disease. We identified 124 differentially expressed invasion-associated genes (DE-IAGs) and selected 20 prognostic genes (TTYH3, NME1, ORC1, PLK1, MYO10, SPINT1, NUPR1, SERPINE2, HLA-DQB2, METTL7B, TIMP1, NOX4, DBI, ARL15, APOBEC3G, ARRB2, DRAM1, RNF213, C14orf28, and CPEB3) using Cox and LASSO regression to establish a risk score. Gene expression was validated through single-cell sequencing, protein expression, and transcriptome analysis. Negative correlations were discovered between risk score, immune score, and stromal score using ESTIMATE and CIBERSORT algorithms. High- and low-risk groups exhibited significant differences in immune cell infiltration and checkpoint molecule expression. The 20 prognostic genes effectively differentiated between SKCM and normal samples (AUCs >0.7). We identified 234 drugs targeting 6 genes from the DGIdb database. Our study provides potential biomarkers and a risk signature for personalized treatment and prognosis prediction in SKCM patients. We developed a nomogram and machine-learning prognostic model to predict 1-, 3-, and 5-year overall survival (OS) using risk signature and clinical factors. The best model, Extra Trees Classifier (AUC = 0.88), was derived from pycaret's comparison of 15 classifiers. The pipeline and app are accessible at https://github.com/EnyuY/IAGs-in-SKCM.
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Affiliation(s)
- Enyu Yang
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, 310018, Hangzhou, China.
| | - Qianyun Ding
- Department of 'A', The Children's Hospital, National Clinical Research Center for Child Health, Zhejiang University School of Medicine, 310003, Hangzhou, China.
| | - Xiaowei Fan
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, 310018, Hangzhou, China.
| | - Haihan Ye
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, 310018, Hangzhou, China.
| | - Cheng Xuan
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, 310018, Hangzhou, China.
| | - Shuo Zhao
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, 310018, Hangzhou, China.
| | - Qing Ji
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Department of Head and Neck and Rare Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, 310022, Hangzhou, China.
| | - Weihua Yu
- Department of Gastroenterology, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, 322000, Yiwu, China.
| | - Yongfu Liu
- Department of Emergency, The First Affiliated Hospital of Zhengzhou University, 450052, Zhengzhou, China.
| | - Jun Cao
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Department of Head and Neck and Rare Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, 310022, Hangzhou, China.
| | - Meiyu Fang
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Department of Head and Neck and Rare Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, 310022, Hangzhou, China.
| | - Xianfeng Ding
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, 310018, Hangzhou, China.
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13
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Zhou B, Mo Z, Lai G, Chen X, Li R, Wu R, Zhu J, Zheng F. Targeting tumor exosomal circular RNA cSERPINE2 suppresses breast cancer progression by modulating MALT1-NF-𝜅B-IL-6 axis of tumor-associated macrophages. J Exp Clin Cancer Res 2023; 42:48. [PMID: 36797769 PMCID: PMC9936722 DOI: 10.1186/s13046-023-02620-5] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 02/09/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Circular RNAs (circRNAs) have important regulatory functions in cancer, but the role of circRNAs in the tumor microenvironment (TME) remains unclear. Moreover, we also explore the effects of si-circRNAs loaded in nanoparticles as therapeutic agent for anti-tumor in vivo. METHODS We conducted bioinformatics analysis, qRT-PCR, EdU assays, Transwell assays, co-culture system and multiple orthotopic xenograft models to investigate the expression and function of circRNAs. Additionally, PLGA-based nanoparticles loaded with si-circRNAs were used to evaluate the potential of nanotherapeutic strategy in anti-tumor response. RESULTS We identified oncogene SERPINE2 derived circRNA, named as cSERPINE2, which was notably elevated in breast cancer and was closely related to poor clinical outcome. Functionally, tumor exosomal cSERPINE2 was shuttled to tumor associated macrophages (TAMs) and enhanced the secretion of Interleukin-6 (IL-6), leading to increased proliferation and invasion of breast cancer cells. Furthermore, IL-6 in turn increased the EIF4A3 and CCL2 levels within tumor cells in a positive feedback mechanism, further enhancing tumor cSERPINE2 biogenesis and promoting the recruitment of TAMs. More importantly, we developed a PLGA-based nanoparticle loaded with si-cSERPINE2, which effectively attenuated breast cancer progression in vivo. CONCLUSIONS Our study illustrates a novel mechanism that tumor exosomal cSERPINE2 mediates a positive feedback loop between tumor cells and TAMs to promote cancer progression, which may serve as a promising nanotherapeutic strategy for the treatment of breast cancer.
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Affiliation(s)
- Boxuan Zhou
- grid.452437.3Department of Breast Surgery, the First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000 China ,grid.412536.70000 0004 1791 7851Medical Research Center and Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120 China
| | - Zhaohong Mo
- grid.412558.f0000 0004 1762 1794Department of Hepatobiliary Surgery, the Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510630 China
| | - Guie Lai
- grid.452437.3Department of Breast Surgery, the First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000 China
| | - Xiaohong Chen
- grid.452437.3Department of Laboratory, the First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000 China
| | - Ruixi Li
- grid.12981.330000 0001 2360 039XDepartment of Hepatobiliary and Pancreatic Surgery, The Eighth Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518033 China
| | - Runxin Wu
- grid.12981.330000 0001 2360 039XZhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510080 China
| | - Jia Zhu
- Department of Breast Surgery, the First Affiliated Hospital of Nanchang University, Nanchang, 330000, China.
| | - Fang Zheng
- Medical Research Center and Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, China.
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14
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Kusienicka A, Cieśla M, Bukowska-Strakova K, Nowak WN, Bronisz-Budzyńska I, Seretny A, Żukowska M, Jeż M, Wolnik J, Józkowicz A. Slow-cycling murine melanoma cells display plasticity and enhanced tumorigenicity in syngeneic transplantation assay. Neoplasia 2022; 36:100865. [PMID: 36563633 PMCID: PMC9798190 DOI: 10.1016/j.neo.2022.100865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/05/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Abstract
Slow-cycling cancer cells (SCC) contribute to the aggressiveness of many cancers, and their invasiveness and chemoresistance pose a great therapeutic challenge. However, in melanoma, their tumor-initiating abilities are not fully understood. In this study, we used the syngeneic transplantation assay to investigate the tumor-initiating properties of melanoma SCC in the physiologically relevant in vivo settings. For this we used B16-F10 murine melanoma cell line where we identified a small fraction of SCC. We found that, unlike human melanoma, the murine melanoma SCC were not marked by the high expression of the epigenetic enzyme Jarid1b. At the same time, their slow-cycling phenotype was a temporary state, similar to what was described in human melanoma. Progeny of SCC had slightly increased doxorubicin resistance and altered expression of melanogenesis genes, independent of the expression of cancer stem cell markers. Single-cell expansion of SCC revealed delayed growth and reduced clone formation when compared to non-SCC, which was further confirmed by an in vitro limiting dilution assay. Finally, syngeneic transplantation of 10 cells in vivo established that SCC were able to initiate growth in primary recipients and continue growth in the serial transplantation assay, suggesting their self-renewal nature. Together, our study highlights the high plasticity and tumorigenicity of murine melanoma SCC and suggests their role in melanoma aggressiveness.
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Affiliation(s)
- Anna Kusienicka
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Maciej Cieśla
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Karolina Bukowska-Strakova
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland; Department of Clinical Immunology, Institute of Pediatrics, Jagiellonian University Medical College, 31-663 Krakow, Poland.
| | - Witold Norbert Nowak
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Iwona Bronisz-Budzyńska
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Agnieszka Seretny
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Monika Żukowska
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Mateusz Jeż
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Jan Wolnik
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
| | - Alicja Józkowicz
- Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, 30-387 Krakow, Poland.
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15
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Esimbekova AR, Palkina NV, Zinchenko IS, Belenyuk VD, Savchenko AA, Sergeeva EY, Ruksha T. Focal adhesion alterations in
G0
‐positive melanoma cells. Cancer Med 2022; 12:7294-7308. [PMID: 36533319 PMCID: PMC10067123 DOI: 10.1002/cam4.5510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 11/23/2022] [Accepted: 11/23/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Melanoma is a highly heterogeneous malignant tumor that exhibits various forms of drug resistance. Recently, reversal transition of cancer cells to the G0 phase of the cell cycle under the influence of therapeutic drugs has been identified as an event associated with tumor dissemination. In the present study, we investigated the ability of chemotherapeutic agent dacarbazine to induce a transition of melanoma cells to the G0 phase as a mechanism of chemoresistance. METHODS We used the flow cytometry to analyze cell distribution within cell cycle phases after dacarbazine treatment as well as to identifyG0 -positive cells population. Transcriptome profiling was provided to determine genes associated with dacarbazine resistance. We evaluated the activity of β-galactosidase in cells treated with dacarbazine by substrate hydrolysis. Cell adhesion strength was measured by centrifugal assay application with subsequent staining of adhesive cells with Ki-67 monoclonal antibodies. Ability of melanoma cells to metabolize dacarbazine was determined by expressional analysis of CYP1A1, CYP1A2, CYP2E1 followed by CYP1A1 protein level evaluation by the ELISA method. RESULTS The present study determined that dacarbazine treatment of melanoma cells could induce an increase in the percentage of cells in G0 phase without alterations of β-galactosidase positive cells which corresponded to the fraction of the senescent cells. Transcriptomic profiling of cells under dacarbazine induction of G0 -positive cells percentage revealed that 'VEGFA-VEGFR2 signaling pathway' and 'Cell cycle' signaling were mostly enriched by dysregulated genes. 'Focal adhesion' signaling was also found to be triggered by dacarbazine. In melanoma cells treated with dacarbazine, an increase in G0 -positive cells among adherent cells was found. CONCLUSIONS Dacarbazine induces the alteration in a percentage of melanoma cells residing in G0 phase of a cell cycle. The altered adhesive phenotype of cancer cells under transition in the G0 phase may refer to a specific intercellular communication pattern of quiescent/senescent cancer cells.
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Affiliation(s)
| | - Nadezhda V. Palkina
- Department of Pathophysiology Krasnoyarsk State Medical University Krasnoyarsk Russia
| | - Ivan S. Zinchenko
- Department of Pathophysiology Krasnoyarsk State Medical University Krasnoyarsk Russia
| | - Vasiliy D. Belenyuk
- Laboratory of Cell Molecular Physiology and Pathology Federal Research Center, Krasnoyarsk Science Center of The Siberian Branch of The Russian Academy of Sciences Krasnoyarsk Russia
| | - Andrey A. Savchenko
- Laboratory of Cell Molecular Physiology and Pathology Federal Research Center, Krasnoyarsk Science Center of The Siberian Branch of The Russian Academy of Sciences Krasnoyarsk Russia
| | - Ekaterina Yu Sergeeva
- Department of Pathophysiology Krasnoyarsk State Medical University Krasnoyarsk Russia
| | - Tatiana G. Ruksha
- Department of Pathophysiology Krasnoyarsk State Medical University Krasnoyarsk Russia
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16
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Singh MK, Altameemi S, Lares M, Newton MA, Setaluri V. Role of dual specificity phosphatases (DUSPs) in melanoma cellular plasticity and drug resistance. Sci Rep 2022; 12:14395. [PMID: 35999349 PMCID: PMC9399232 DOI: 10.1038/s41598-022-18578-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 08/16/2022] [Indexed: 11/26/2022] Open
Abstract
Melanoma cells exhibit phenotypic plasticity that allows transition from a proliferative and differentiated phenotype to a more invasive and undifferentiated or transdifferentiated phenotype often associated with drug resistance. The mechanisms that control melanoma phenotype plasticity and its role in drug resistance are not fully understood. We previously demonstrated that emergence of MAPK inhibitor (MAPKi)-resistance phenotype is associated with decreased expression of stem cell proliferation genes and increased expression of MAPK inactivation genes, including dual specificity phosphatases (DUSPs). Several members of the DUSP family genes, specifically DUSP1, -3, -8 and -9, are expressed in primary and metastatic melanoma cell lines and pre-and post BRAFi treated melanoma cells. Here, we show that knockdown of DUSP1 or DUSP8 or treatment with BCI, a pharmacological inhibitor of DUSP1/6 decrease the survival of MAPKi-resistant cells and sensitizes them to BRAFi and MEKi. Pharmacological inhibition of DUSP1/6 upregulated nestin, a neural crest stem cell marker, in both MAPKi-sensitive cells and cells with acquired MAPKi-resistance. In contrast, treatment with BCI resulted in upregulation of MAP2, a neuronal differentiation marker, only in MAPKi-sensitive cells but caused downregulation of both MAP2 and GFAP, a glial marker, in all MAPKi-resistant cell lines. These data suggest that DUSP proteins are involved in the regulation of cellular plasticity cells and melanoma drug resistance and are potential targets for treatment of MAPKi-resistant melanoma.
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Affiliation(s)
- Mithalesh K Singh
- Department of Dermatology, School of Medicine and Public Health, University of Wisconsin-Madison, William S. Middleton Memorial Veterans Hospital, Madison, WI, 53705, USA. .,Department of Dermatology, Wisconsin Institute for Medical Research, University of Wisconsin-Madison, 1111 Highland Avenue, Madison, WI, 53706, USA.
| | - Sarah Altameemi
- Department of Dermatology, School of Medicine and Public Health, University of Wisconsin-Madison, William S. Middleton Memorial Veterans Hospital, Madison, WI, 53705, USA
| | - Marcos Lares
- Department of Dermatology, School of Medicine and Public Health, University of Wisconsin-Madison, William S. Middleton Memorial Veterans Hospital, Madison, WI, 53705, USA
| | - Michael A Newton
- Department of Statistics, Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Vijayasaradhi Setaluri
- Department of Dermatology, School of Medicine and Public Health, University of Wisconsin-Madison, William S. Middleton Memorial Veterans Hospital, Madison, WI, 53705, USA. .,William S. Middleton Memorial Veterans Hospital, Madison, WI, 53705, USA. .,Department of Dermatology, Wisconsin Institute for Medical Research, University of Wisconsin-Madison, 1111 Highland Avenue, Madison, WI, 53706, USA.
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17
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Ng MF, Simmons JL, Boyle GM. Heterogeneity in Melanoma. Cancers (Basel) 2022; 14:3030. [PMID: 35740696 PMCID: PMC9221188 DOI: 10.3390/cancers14123030] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/14/2022] [Accepted: 06/17/2022] [Indexed: 02/05/2023] Open
Abstract
There is growing evidence that tumour heterogeneity has an imperative role in cancer development, evolution and resistance to therapy. Continuing advancements in biomedical research enable tumour heterogeneity to be observed and studied more critically. As one of the most heterogeneous human cancers, melanoma displays a high level of biological complexity during disease progression. However, much is still unknown regarding melanoma tumour heterogeneity, as well as the role it plays in disease progression and treatment response. This review aims to provide a concise summary of the importance of tumour heterogeneity in melanoma.
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Affiliation(s)
- Mei Fong Ng
- Cancer Drug Mechanisms Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (M.F.N.); (J.L.S.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
| | - Jacinta L. Simmons
- Cancer Drug Mechanisms Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (M.F.N.); (J.L.S.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
- School of Biomedical Sciences, Faculty of Medicine, University of Queensland, Brisbane, QLD 4072, Australia
| | - Glen M. Boyle
- Cancer Drug Mechanisms Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (M.F.N.); (J.L.S.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
- School of Biomedical Sciences, Faculty of Medicine, University of Queensland, Brisbane, QLD 4072, Australia
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18
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El Naggar O, Doyle B, Mariner K, Gilmour SK. Difluoromethylornithine (DFMO) Enhances the Cytotoxicity of PARP Inhibition in Ovarian Cancer Cells. Med Sci (Basel) 2022; 10:medsci10020028. [PMID: 35736348 PMCID: PMC9230675 DOI: 10.3390/medsci10020028] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/20/2022] [Accepted: 05/22/2022] [Indexed: 11/26/2022] Open
Abstract
Ovarian cancer accounts for 3% of the total cancers in women, yet it is the fifth leading cause of cancer deaths among women. The BRCA1/2 germline and somatic mutations confer a deficiency of the homologous recombination (HR) repair pathway. Inhibitors of poly (ADP-ribose) polymerase (PARP), another important component of DNA damage repair, are somewhat effective in BRCA1/2 mutant tumors. However, ovarian cancers often reacquire functional BRCA and develop resistance to PARP inhibitors. Polyamines have been reported to facilitate the DNA damage repair functions of PARP. Given the elevated levels of polyamines in tumors, we hypothesized that treatment with the polyamine synthesis inhibitor, α-difluoromethylornithine (DFMO), may enhance ovarian tumor sensitivity to the PARP inhibitor, rucaparib. In HR-competent ovarian cancer cell lines with varying sensitivities to rucaparib, we show that co-treatment with DFMO increases the sensitivity of ovarian cancer cells to rucaparib. Immunofluorescence assays demonstrated that, in the presence of hydrogen peroxide-induced DNA damage, DFMO strongly inhibits PARylation, increases DNA damage accumulation, and reduces cell viability in both HR-competent and deficient cell lines. In vitro viability assays show that DFMO and rucaparib cotreatment significantly enhances the cytotoxicity of the chemotherapeutic agent, cisplatin. These results suggest that DFMO may be a useful adjunct chemotherapeutic to improve the anti-tumor efficacy of PARP inhibitors in treating ovarian cancer.
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19
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Kang Z, Wang J, Huang W, Liu J, Yan W. Identification of Transcriptional Heterogeneity and Construction of a Prognostic Model for Melanoma Based on Single-Cell and Bulk Transcriptome Analysis. Front Cell Dev Biol 2022; 10:874429. [PMID: 35646893 PMCID: PMC9136400 DOI: 10.3389/fcell.2022.874429] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 03/28/2022] [Indexed: 11/13/2022] Open
Abstract
Melanoma is one of the most aggressive and heterogeneous life-threatening cancers. However, the heterogeneity of melanoma and its impact on clinical outcomes are largely unknown. In the present study, intra-tumoral heterogeneity of melanoma cell subpopulations was explored using public single-cell RNA sequencing data. Marker genes, transcription factor regulatory networks, and gene set enrichment analysis were further analyzed. Marker genes of each malignant cluster were screened to create a prognostic risk score, and a nomogram tool was further generated to predict the prognosis of melanoma patients. It was found that malignant cells were divided into six clusters by different marker genes and biological characteristics in which the cell cycling subset was significantly correlated with unfavorable clinical outcomes, and the Wnt signaling pathway-enriched subset may be correlated with the resistance to immunotherapy. Based on the malignant marker genes, melanoma patients in TCGA datasets were divided into three groups which had different survival rates and immune infiltration states. Five malignant cell markers (PSME2, ARID5A, SERPINE2, GPC3, and S100A11) were selected to generate a prognostic risk score. The risk score was associated with overall survival independent of routine clinicopathologic characteristics. The nomogram tool showed good performance with an area under the curve value of 0.802.
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Affiliation(s)
- Zijian Kang
- Neurovascular Center, Changhai Hospital, Naval Medical University, Shanghai, China
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Jing Wang
- Neurovascular Center, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Wending Huang
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Wending Huang, ; Jianmin Liu, ; Wangjun Yan,
| | - Jianmin Liu
- Neurovascular Center, Changhai Hospital, Naval Medical University, Shanghai, China
- *Correspondence: Wending Huang, ; Jianmin Liu, ; Wangjun Yan,
| | - Wangjun Yan
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Wending Huang, ; Jianmin Liu, ; Wangjun Yan,
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20
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Heme Oxygenase-1 Has a Greater Effect on Melanoma Stem Cell Properties Than the Expression of Melanoma-Initiating Cell Markers. Int J Mol Sci 2022; 23:ijms23073596. [PMID: 35408953 PMCID: PMC8998882 DOI: 10.3390/ijms23073596] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 03/20/2022] [Accepted: 03/23/2022] [Indexed: 02/04/2023] Open
Abstract
Melanoma-initiating cells (MICs) contribute to the tumorigenicity and heterogeneity of melanoma. MICs are identified by surface and functional markers and have been shown to display cancer stem cell (CSC) properties. However, the existence of MICs that follow the hierarchical CSC model has been questioned by studies showing that single unselected melanoma cells are highly tumorigenic in xenotransplantation assays. Herein, we characterize cells expressing MIC markers (CD20, CD24, CD133, Sca-1, ABCB1, ABCB5, ALDHhigh) in the B16-F10 murine melanoma cell line. We use flow cytometric phenotyping, single-cell sorting followed by in vitro clonogenic assays, and syngeneic in vivo serial transplantation assays to demonstrate that the expression of MIC markers does not select CSC-like cells in this cell line. Previously, our group showed that heme-degrading enzyme heme oxygenase-1 (HO-1) can be upregulated in melanoma and increase its aggressiveness. Here, we show that HO-1 activity is important for non-adherent growth of melanoma and HO-1 overexpression enhances the vasculogenic mimicry potential, which can be considered protumorigenic activity. However, HO-1 overexpression decreases clone formation in vitro and serial tumor initiation in vivo. Thus, HO-1 plays a dual role in melanoma, improving the progression of growing tumors but reducing the risk of melanoma initiation.
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21
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Zhang J, Wu Q, Zhu L, Xie S, Tu L, Yang Y, Wu K, Zhao Y, Wang Y, Xu Y, Chen X, Ma S, Zhang S. SERPINE2/PN-1 regulates the DNA damage response and radioresistance by activating ATM in lung cancer. Cancer Lett 2022; 524:268-283. [PMID: 34648881 DOI: 10.1016/j.canlet.2021.10.001] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 09/20/2021] [Accepted: 10/03/2021] [Indexed: 12/12/2022]
Abstract
Although the DNA damage response (DDR) is associated with the radioresistance characteristics of lung cancer cells, the specific regulators and underlying mechanisms of the DDR are unclear. Here, we identified the serine proteinase inhibitor clade E member 2 (SERPINE2) as a modulator of radiosensitivity and the DDR in lung cancer. Cells exhibiting radioresistance after ionizing radiation show upregulation of SERPINE2, and SERPINE2 knockdown improves tumor radiosensitivity in vitro and in vivo. Functionally, SERPINE2 deficiency causes a reduction in homologous recombination repair, rapid recovery of cell cycle checkpoints, and suppression of migration and invasion. Mechanistically, SERPINE2 knockdown inhibits the accumulation of p-ATM and the downstream repair protein RAD51 during DNA repair, and RAD51 can restore DNA damage and radioresistance phenotypes in lung cancer cells. Furthermore, SERPINE2 can directly interact with MRE11 and ATM to facilitate its phosphorylation in HR-mediated DSB repair. In addition, high SERPINE2 expression correlates with dismal prognosis in lung adenocarcinoma patients, and a high serum SERPINE2 concentration predicts a poor response to radiotherapy in non-small cell lung cancer patients. In summary, these findings indicate a novel regulatory mechanism by which SERPINE2 modulates the DDR and radioresistance in lung cancer.
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Affiliation(s)
- Jingjing Zhang
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Qiong Wu
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China
| | - Lucheng Zhu
- Department of Oncology, Affiliated Hangzhou Cancer Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
| | - Shujun Xie
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Linglan Tu
- Center for Molecular Medicine, Hangzhou Medical College, Hangzhou, 310013, China
| | - Yuhong Yang
- Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Kan Wu
- Department of Oncology, Affiliated Hangzhou Cancer Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
| | - Yanyan Zhao
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Yuqing Wang
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Yasi Xu
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Xueqin Chen
- Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China
| | - Shenglin Ma
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou Cancer Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China; Department of Cancer Medical Center, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311201, China.
| | - Shirong Zhang
- Department of Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang Chinese Medical University, Hangzhou, 310006, China; Department of Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, 310006, China.
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22
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Lemieszek MB, Findlay SD, Siegers GM. CellTrace™ Violet Flow Cytometric Assay to Assess Cell Proliferation. Methods Mol Biol 2022; 2508:101-114. [PMID: 35737236 DOI: 10.1007/978-1-0716-2376-3_9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
CellTrace™ Violet (CTV) is a powerful tool for tracking cell proliferation by permanently binding cellular proteins and rendering the cell fluorescent. After cell division, each daughter cell contains half of the parent cell's fluorescence, enabling quantification of proliferation via flow cytometry. This method enables monitoring of several generations of cell division and tracking of different cell populations in co-culture. Here we describe the use of CellTrace™ Violet in different cell types, and we share important observations we made during protocol optimization.
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Affiliation(s)
- Marina B Lemieszek
- Department of Obstetrics and Gynecology, University of Alberta, Edmonton, AB, Canada
| | - Scott D Findlay
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Oncology, University of Alberta, Edmonton, AB, Canada
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23
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Gong Q, Yu H, Ding G, Ma J, Wang Y, Cheng X. Suppression of stemness and enhancement of chemosensibility in the resistant melanoma were induced by Astragalus polysaccharide through PD-L1 downregulation. Eur J Pharmacol 2021; 916:174726. [PMID: 34954232 DOI: 10.1016/j.ejphar.2021.174726] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 12/25/2022]
Abstract
Chemotherapy is commonly used in the clinical treatment of melanoma, but it is prone to resistance leading to the poor effectiveness. The mechanisms of resistance are complicated including the cancer stemness. Astragalus polysaccharide (APS) is one of the active components of traditional Chinese herbal medicine Astragalus Membranaceus. Our previous work was reported that APS had an inhibitory effect on the stemness of melanoma. In this study we established chemo-resistant melanoma cells and found that expression of stemness genes were upregulated in the resistant melanoma cells. And APS could downregulate expression of stemness genes. Furthermore, APS combined with cisplatin (DDP) could significantly slow down the tumor growth in the mouse model induced by DDP-resistant cells. In addition, we found that programmed death-ligand 1 (PD-L1) expression could be downregulated and the PI3K/AKT signaling could be affected by APS. These results suggested that APS could be a potential candidate in combination with chemotherapeutic agents, which might play a role in reducing the occurrence of resistance and improving the prognosis of melanoma patients.
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Affiliation(s)
- Qianyi Gong
- Institute of Clinical Immunology, Yue-yang Hospital of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 200437, China
| | - Hua Yu
- Institute of Clinical Immunology, Yue-yang Hospital of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 200437, China
| | - Guiqing Ding
- Institute of Clinical Immunology, Yue-yang Hospital of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 200437, China
| | - Jinyun Ma
- Institute of Clinical Immunology, Yue-yang Hospital of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 200437, China
| | - Yuanhua Wang
- Institute of Clinical Immunology, Yue-yang Hospital of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 200437, China
| | - Xiaodong Cheng
- Institute of Clinical Immunology, Yue-yang Hospital of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 200437, China.
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24
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Wang Y, Chang TMS. A polymer-lipid membrane artificial cell nanocarrier containing enzyme-oxygen biotherapeutic inhibits the growth of B16F10 melanoma in 3D culture and in a mouse model. ARTIFICIAL CELLS, NANOMEDICINE, AND BIOTECHNOLOGY 2021; 49:461-470. [PMID: 34074185 DOI: 10.1080/21691401.2021.1918134] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/09/2021] [Indexed: 10/21/2022]
Abstract
Melanoma is a deadly skin cancer. Surgery is effective for early stages but there may be remnant cells. Treatments of later stages are associated with severe side effects. Moreover, a dangerous type of melanoma cannot be detected early enough for surgery. There is an urgent need for treatment with less severe side effects. We use a novel system of artificial cell polymer-lipid membrane nanocarrier containing a biomolecular nano-system of enzyme-oxygen biotherapeutic. In this report we show (1) its effectiveness and mechanisms in inhibiting the growth of melanoma in a 3D culture collagen medium that is more similar to that in the animal. (2) This allows us to design and carry out animal studies to successfully show that this can inhibit the growth of melanoma in an animal model. This includes following the tumour sizes and body weights every 2 days for 30 days followed by histology of the sites of injection and vital organs. We also analyze the action of the different components of the nanocarrier-nano-biotherapeutic complex. In conclusion, the results show the safety and clinical feasibility of this approach in the animal model and encourages further study towards clinical use.
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Affiliation(s)
- Yun Wang
- Departments of Physiology, Medicine and Biomedical Engineering, Artificial Cells and Organs Research Centre, Faculty of Medicine, McGill University, Montreal, Canada
| | - Thomas Ming Swi Chang
- Departments of Physiology, Medicine and Biomedical Engineering, Artificial Cells and Organs Research Centre, Faculty of Medicine, McGill University, Montreal, Canada
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25
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Liu J, Rebecca VW, Kossenkov AV, Connelly T, Liu Q, Gutierrez A, Xiao M, Li L, Zhang G, Samarkina A, Zayasbazan D, Zhang J, Cheng C, Wei Z, Alicea GM, Fukunaga-Kalabis M, Krepler C, Aza-Blanc P, Yang CC, Delvadia B, Tong C, Huang Y, Delvadia M, Morias AS, Sproesser K, Brafford P, Wang JX, Beqiri M, Somasundaram R, Vultur A, Hristova DM, Wu LW, Lu Y, Mills GB, Xu W, Karakousis GC, Xu X, Schuchter LM, Mitchell TC, Amaravadi RK, Kwong LN, Frederick DT, Boland GM, Salvino JM, Speicher DW, Flaherty KT, Ronai ZA, Herlyn M. Neural Crest-Like Stem Cell Transcriptome Analysis Identifies LPAR1 in Melanoma Progression and Therapy Resistance. Cancer Res 2021; 81:5230-5241. [PMID: 34462276 PMCID: PMC8530965 DOI: 10.1158/0008-5472.can-20-1496] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 09/15/2020] [Accepted: 08/26/2021] [Indexed: 02/07/2023]
Abstract
Metastatic melanoma is challenging to clinically address. Although standard-of-care targeted therapy has high response rates in patients with BRAF-mutant melanoma, therapy relapse occurs in most cases. Intrinsically resistant melanoma cells drive therapy resistance and display molecular and biologic properties akin to neural crest-like stem cells (NCLSC) including high invasiveness, plasticity, and self-renewal capacity. The shared transcriptional programs and vulnerabilities between NCLSCs and cancer cells remains poorly understood. Here, we identify a developmental LPAR1-axis critical for NCLSC viability and melanoma cell survival. LPAR1 activity increased during progression and following acquisition of therapeutic resistance. Notably, genetic inhibition of LPAR1 potentiated BRAFi ± MEKi efficacy and ablated melanoma migration and invasion. Our data define LPAR1 as a new therapeutic target in melanoma and highlights the promise of dissecting stem cell-like pathways hijacked by tumor cells. SIGNIFICANCE: This study identifies an LPAR1-axis critical for melanoma invasion and intrinsic/acquired therapy resistance.
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Affiliation(s)
- Jianglan Liu
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Vito W Rebecca
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania.,Department of Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Andrew V Kossenkov
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Thomas Connelly
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Qin Liu
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Alexis Gutierrez
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Min Xiao
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Ling Li
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Gao Zhang
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Anastasia Samarkina
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Delaine Zayasbazan
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Jie Zhang
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey
| | - Chaoran Cheng
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey
| | - Zhi Wei
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey
| | - Gretchen M Alicea
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Mizuho Fukunaga-Kalabis
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Clemens Krepler
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Pedro Aza-Blanc
- Tumor Initiation and Maintenance Program, Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California
| | - Chih-Cheng Yang
- Tumor Initiation and Maintenance Program, Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California
| | - Bela Delvadia
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Cynthia Tong
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Ye Huang
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Maya Delvadia
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Alice S Morias
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Katrin Sproesser
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Patricia Brafford
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Joshua X Wang
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Marilda Beqiri
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Rajasekharan Somasundaram
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Adina Vultur
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Denitsa M Hristova
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Lawrence W Wu
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Yiling Lu
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gordon B Mills
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wei Xu
- Abramson Cancer Center, Department of Medicine, Hospital of the University of Pennsylvania, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Giorgos C Karakousis
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Xiaowei Xu
- Department of Pathology and Laboratory Medicine, Hospital of University of Pennsylvania, Philadelphia, Pennsylvania
| | - Lynn M Schuchter
- Abramson Cancer Center, Department of Medicine, Hospital of the University of Pennsylvania, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Tara C Mitchell
- Abramson Cancer Center, Department of Medicine, Hospital of the University of Pennsylvania, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ravi K Amaravadi
- Abramson Cancer Center, Department of Medicine, Hospital of the University of Pennsylvania, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Lawrence N Kwong
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Dennie T Frederick
- Division of Surgical Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Genevieve M Boland
- Division of Surgical Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Joseph M Salvino
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - David W Speicher
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania
| | - Keith T Flaherty
- Department of Medicine, Harvard Medical School, Boston, Massachusetts.,Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Ze'ev A Ronai
- Tumor Initiation and Maintenance Program, Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California
| | - Meenhard Herlyn
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania.
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26
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Leonce C, Saintigny P, Ortiz-Cuaran S. Cell-intrinsic mechanisms of drug tolerance to systemic therapies in cancer. Mol Cancer Res 2021; 20:11-29. [PMID: 34389691 DOI: 10.1158/1541-7786.mcr-21-0038] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 06/11/2021] [Accepted: 07/30/2021] [Indexed: 11/16/2022]
Abstract
In cancer patients with metastatic disease, the rate of complete tumor response to systemic therapies is low, and residual lesions persist in the majority of patients due to early molecular adaptation in cancer cells. A growing body of evidence suggests that a subpopulation of drug-tolerant « persister » cells - a reversible phenotype characterized by reduced drug sensitivity and decreased cell proliferation - maintains residual disease and may serve as a reservoir for resistant phenotypes. The survival of these residual tumor cells can be caused by reactivation of specific signaling pathways, phenotypic plasticity (i.e., transdifferentiation), epigenetic or metabolic reprogramming, downregulation of apoptosis as well as transcriptional remodeling. In this review, we discuss the molecular mechanisms that enable adaptive survival in drug-tolerant cells. We describe the main characteristics and dynamic nature of this persistent state, and highlight the current therapeutic strategies that may be used to interfere with the establishment of drug-tolerant cells, as an alternative to improve objective response to systemic therapies and delay the emergence of resistance to improve long-term survival.
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Affiliation(s)
- Camille Leonce
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon
| | - Pierre Saintigny
- Department of Medical Oncology, Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon. Department of Medical Oncology, Centre Léon Bérard
| | - Sandra Ortiz-Cuaran
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon
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27
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Perego M, Tyurin VA, Tyurina YY, Yellets J, Nacarelli T, Lin C, Nefedova Y, Kossenkov A, Liu Q, Sreedhar S, Pass H, Roth J, Vogl T, Feldser D, Zhang R, Kagan VE, Gabrilovich DI. Reactivation of dormant tumor cells by modified lipids derived from stress-activated neutrophils. Sci Transl Med 2021; 12:12/572/eabb5817. [PMID: 33268511 DOI: 10.1126/scitranslmed.abb5817] [Citation(s) in RCA: 134] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 07/06/2020] [Accepted: 10/26/2020] [Indexed: 12/14/2022]
Abstract
Tumor recurrence years after seemingly successful treatment of primary tumors is one of the major causes of mortality in patients with cancer. Reactivation of dormant tumor cells is largely responsible for this phenomenon. Using dormancy models of lung and ovarian cancer, we found a specific mechanism, mediated by stress and neutrophils, that may govern this process. Stress hormones cause rapid release of proinflammatory S100A8/A9 proteins by neutrophils. S100A8/A9 induce activation of myeloperoxidase, resulting in accumulation of oxidized lipids in these cells. Upon release from neutrophils, these lipids up-regulate the fibroblast growth factor pathway in tumor cells, causing tumor cell exit from the dormancy and formation of new tumor lesions. Higher serum concentrations of S100A8/A9 were associated with shorter time to recurrence in patients with lung cancer after complete tumor resection. Targeting of S100A8/A9 or β2-adrenergic receptors abrogated stress-induced reactivation of dormant tumor cells. These observations demonstrate a mechanism linking stress and specific neutrophil activation with early recurrence in cancer.
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Affiliation(s)
| | - Vladimir A Tyurin
- Department of Environmental and Occupational Health, University of Pittsburgh, PA 15261, USA
| | - Yulia Y Tyurina
- Department of Environmental and Occupational Health, University of Pittsburgh, PA 15261, USA
| | | | | | - Cindy Lin
- Wistar Institute, Philadelphia, PA 19104, USA
| | | | | | - Qin Liu
- Wistar Institute, Philadelphia, PA 19104, USA
| | | | - Harvey Pass
- Langone Cancer Center, School of Medicine, New York University, New York, NY 10016, USA
| | - Johannes Roth
- Institute of Immunology, University of Münster, Münster 48149, Germany
| | - Thomas Vogl
- Institute of Immunology, University of Münster, Münster 48149, Germany
| | - David Feldser
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | - Valerian E Kagan
- Department of Environmental and Occupational Health, University of Pittsburgh, PA 15261, USA.,Department of Chemistry, Department of Pharmacology and Chemical Biology, Department of Radiation Oncology, University of Pittsburgh, PA 15261, USA.,Laboratory of Navigational Redox Lipidomics, IM Sechenov Moscow State Medical University, Moscow, Russia
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Slow-cycling (dormant) cancer cells in therapy resistance, cancer relapse and metastasis. Semin Cancer Biol 2021; 78:90-103. [PMID: 33979674 DOI: 10.1016/j.semcancer.2021.04.021] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 04/26/2021] [Accepted: 04/27/2021] [Indexed: 02/07/2023]
Abstract
It is increasingly appreciated that cancer cell heterogeneity and plasticity constitute major barriers to effective clinical treatments and long-term therapeutic efficacy. Research in the past two decades suggest that virtually all treatment-naive human cancers harbor subsets of cancer cells that possess many of the cardinal features of normal stem cells. Such stem-like cancer cells, operationally defined as cancer stem cells (CSCs), are frequently quiescent and dynamically change and evolve during tumor progression and therapeutic interventions. Intrinsic tumor cell heterogeneity is reflected in a different aspect in that tumors also harbor a population of slow-cycling cells (SCCs) that are not in the proliferative cell cycle and thus are intrinsically refractory to anti-mitotic drugs. In this Perspective, we focus our discussions on SCCs in cancer and on various methodologies that can be employed to enrich and purify SCCs, compare the similarities and differences between SCCs, CSCs and cancer cells undergoing EMT, and present evidence for the involvement of SCCs in surviving anti-neoplastic treatments, mediating tumor relapse, maintaining tumor dormancy and mediating metastatic dissemination. Our discussions make it clear that an in-depth understanding of the biological properties of SCCs in cancer will be instrumental to developing new therapeutic strategies to prevent tumor relapse and distant metastasis.
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29
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Bone Morphogenic Protein Signaling and Melanoma. Curr Treat Options Oncol 2021; 22:48. [PMID: 33866453 DOI: 10.1007/s11864-021-00849-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] [Accepted: 03/16/2021] [Indexed: 10/21/2022]
Abstract
OPINION STATEMENT Malignant melanoma is a deadly form of skin cancer caused by neoplastic transformation of melanocytic cells. Despite recent progress in melanoma therapy, by inhibition of activated oncogenes or immunotherapy, survival rate for metastatic melanoma patients remains low. The remarkable phenotypic plasticity of melanoma cells allows for rapid development of invasive properties and metastatic tumors, the main cause of mortality in melanoma patients. Phenotypic and molecular analyses of developing tumors revealed that epithelial-mesenchymal transition (EMT), a cellular and molecular mechanism, controls transition from mature melanocyte to less differentiated melanocyte lineage progenitor cells forming melanoma tumors. This transition is facilitated by persistence of transcriptional regulatory circuit characteristic of embryonic stage in mature melanocytes. Switching of the developmental program of mature melanocyte to EMT is induced by accumulated mutations, especially targeting BRAF, N-RAS, or MEK1/2 signaling pathways, and further promoted by dynamic stimuli from local environment including hypoxia, interactions with extracellular matrix and growth factors or cytokines. Recent reports demonstrate that signaling mediated by transforming growth factor-β (TGF-β) and bone morphogenic proteins (BMPs) play critical roles in inducing EMT by controlling expression of critical transcription factors. BMPs are essential modulators of differentiation, proliferation, apoptosis, invasiveness, and metastases in developing melanoma tumors. They control transcription and epigenetic landscape of melanoma cells. Better understanding of the role of BMPs may lead to new strategies to control EMT processes in melanocyte cell lineage and to achieve clinical benefits for the patients.
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30
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A novel mathematical model of heterogeneous cell proliferation. J Math Biol 2021; 82:34. [PMID: 33712945 DOI: 10.1007/s00285-021-01580-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 10/21/2020] [Accepted: 02/14/2021] [Indexed: 12/22/2022]
Abstract
We present a novel mathematical model of heterogeneous cell proliferation where the total population consists of a subpopulation of slow-proliferating cells and a subpopulation of fast-proliferating cells. The model incorporates two cellular processes, asymmetric cell division and induced switching between proliferative states, which are important determinants for the heterogeneity of a cell population. As motivation for our model we provide experimental data that illustrate the induced-switching process. Our model consists of a system of two coupled delay differential equations with distributed time delays and the cell densities as functions of time. The distributed delays are bounded and allow for the choice of delay kernel. We analyse the model and prove the nonnegativity and boundedness of solutions, the existence and uniqueness of solutions, and the local stability characteristics of the equilibrium points. We find that the parameters for induced switching are bifurcation parameters and therefore determine the long-term behaviour of the model. Numerical simulations illustrate and support the theoretical findings, and demonstrate the primary importance of transient dynamics for understanding the evolution of many experimental cell populations.
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31
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Seita A, Nakaoka H, Okura R, Wakamoto Y. Intrinsic growth heterogeneity of mouse leukemia cells underlies differential susceptibility to a growth-inhibiting anticancer drug. PLoS One 2021; 16:e0236534. [PMID: 33524064 PMCID: PMC7850478 DOI: 10.1371/journal.pone.0236534] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 01/14/2021] [Indexed: 11/18/2022] Open
Abstract
Cancer cell populations consist of phenotypically heterogeneous cells. Growing evidence suggests that pre-existing phenotypic differences among cancer cells correlate with differential susceptibility to anticancer drugs and eventually lead to a relapse. Such phenotypic differences can arise not only externally driven by the environmental heterogeneity around individual cells but also internally by the intrinsic fluctuation of cells. However, the quantitative characteristics of intrinsic phenotypic heterogeneity emerging even under constant environments and their relevance to drug susceptibility remain elusive. Here we employed a microfluidic device, mammalian mother machine, for studying the intrinsic heterogeneity of growth dynamics of mouse lymphocytic leukemia cells (L1210) across tens of generations. The generation time of this cancer cell line had a distribution with a long tail and a heritability across generations. We determined that a minority of cell lineages exist in a slow-cycling state for multiple generations. These slow-cycling cell lineages had a higher chance of survival than the fast-cycling lineages under continuous exposure to the anticancer drug Mitomycin C. This result suggests that heritable heterogeneity in cancer cells’ growth in a population influences their susceptibility to anticancer drugs.
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Affiliation(s)
- Akihisa Seita
- Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Hidenori Nakaoka
- Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
- * E-mail: (HN); (YW)
| | - Reiko Okura
- Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Yuichi Wakamoto
- Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
- Research Center for Complex Systems Biology, The University of Tokyo, Tokyo, Japan
- Universal Biology Institute, The University of Tokyo, Tokyo, Japan
- * E-mail: (HN); (YW)
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32
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Alicea GM, Rebecca VW. Emerging strategies to treat rare and intractable subtypes of melanoma. Pigment Cell Melanoma Res 2021; 34:44-58. [PMID: 32274887 PMCID: PMC7544642 DOI: 10.1111/pcmr.12880] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 03/18/2020] [Accepted: 03/30/2020] [Indexed: 02/06/2023]
Abstract
Melanoma is the deadliest form of skin cancer, possessing a diverse landscape of subtypes with distinct molecular signatures and levels of aggressiveness. Although immense progress has been achieved therapeutically for patients with the most common forms of this disease, little is known of how to effectively treat patients with rarer subtypes of melanoma. These subtypes include acral lentiginous (the rarest form of cutaneous melanoma; AL), uveal, and mucosal melanomas, which display variations in distribution across (a) the world, (b) patient age-groups, and (c) anatomic sites. Unfortunately, patients with these relatively rare subtypes of melanoma typically respond worse to therapies approved for the more common, non-AL cutaneous melanoma and do not have effective alternatives, and thus consequently have worse overall survival rates. Achieving durable therapeutic responses in these high-risk melanoma subtypes represents one of the greatest challenges of the field. This review aims to collate and highlight effective preclinical and/or clinical strategies against these rare forms of melanoma.
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Deciphering Melanoma Cell States and Plasticity with Zebrafish Models. J Invest Dermatol 2020; 141:1389-1394. [PMID: 33340501 PMCID: PMC8168147 DOI: 10.1016/j.jid.2020.12.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/01/2020] [Accepted: 12/02/2020] [Indexed: 12/27/2022]
Abstract
Dynamic cellular heterogeneity underlies melanoma progression and therapy resistance. Advances in single-cell technologies have revealed an increasing number of tumor and microenvironment cell states in melanoma, but little is understood about their function in vivo. Zebrafish models are a powerful system for discovery, live imaging, and functional investigation of cell states throughout melanoma progression and treatment. By capturing dynamic melanoma states in living animals, zebrafish have the potential to resolve the complexity of melanoma heterogeneity from a single cell through disease processes within the context of the whole body, revealing novel cancer biology and therapeutic targets.
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34
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Fattore L, Mancini R, Ciliberto G. Cancer Stem Cells and the Slow Cycling Phenotype: How to Cut the Gordian Knot Driving Resistance to Therapy in Melanoma. Cancers (Basel) 2020; 12:cancers12113368. [PMID: 33202944 PMCID: PMC7696527 DOI: 10.3390/cancers12113368] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 11/11/2020] [Indexed: 02/06/2023] Open
Abstract
Simple Summary Cancer stem cells play a central role in the development of cancer and are poorly sensitive to standard chemotherapy and radiotherapy. Furthermore, they are also responsible for the onset of drug resistance. This also occurs in malignant melanoma, the deadliest form of skin cancer. Hence, cancer stem cells eradication is one of the main challenges for medical oncology. Here, we conducted a bioinformatics approach aimed to identify the main circuits and proteins underpinning cancer stem cell fitness in melanoma. Several lessons emerged from our work and may help to conceptualize future therapeutic approaches to prolong the efficacy of current therapies. Abstract Cancer stem cells (CSCs) have historically been defined as slow cycling elements that are able to differentiate into mature cells but without dedifferentiation in the opposite direction. Thanks to advances in genomic and non-genomic technologies, the CSC theory has more recently been reconsidered in a dynamic manner according to a “phenotype switching” plastic model. Transcriptional reprogramming rewires this plasticity and enables heterogeneous tumors to influence cancer progression and to adapt themselves to drug exposure by selecting a subpopulation of slow cycling cells, similar in nature to the originally defined CSCs. This model has been conceptualized for malignant melanoma tailored to explain resistance to target therapies. Here, we conducted a bioinformatics analysis of available data directed to the identification of the molecular pathways sustaining slow cycling melanoma stem cells. Using this approach, we identified a signature of 25 genes that were assigned to four major clusters, namely (1) kinases and metabolic changes, (2) melanoma-associated proteins, (3) Hippo pathway and (4) slow cycling/CSCs factors. Furthermore, we show how a protein−protein interaction network may be the main driver of these melanoma cell subpopulations. Finally, mining The Cancer Genome Atlas (TCGA) data we evaluated the expression levels of this signature in the four melanoma mutational subtypes. The concomitant alteration of these genes correlates with the worst overall survival (OS) for melanoma patients harboring BRAF-mutations. All together these results underscore the potentiality to target this signature to selectively kill CSCs and to achieve disease control in melanoma.
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Affiliation(s)
- Luigi Fattore
- Department of Research, Advanced Diagnostics and Technological Innovation, SAFU Laboratory, Translational Research Area, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy;
- Department of Melanoma, Cancer Immunotherapy and Development Therapeutics, Istituto Nazionale Tumori IRCCS, “Fondazione G. Pascale”, 80131 Naples, Italy
| | - Rita Mancini
- Department of Clinical and Molecular Medicine, Sant’ Andrea Hospital, Sapienza University of Rome, 00161 Rome, Italy;
| | - Gennaro Ciliberto
- Scientific Directorate, IRCSS Regina Elena National Cancer Institute, 00144 Rome, Italy
- Correspondence:
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35
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Yu S, Ao Z, Wu Y, Song L, Zhang P, Li X, Liu M, Qian P, Zhang R, Li X, Chen Y, Wang X, Wang X, Ruan X, Qian G, Ji F. ZNF300 promotes chemoresistance and aggressive behaviour in non-small-cell lung cancer. Cell Prolif 2020; 53:e12924. [PMID: 33078469 PMCID: PMC7653252 DOI: 10.1111/cpr.12924] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 09/09/2020] [Accepted: 09/17/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES Chemoresistance induced by cisplatin has become the major impediment to lung cancer chemotherapy. This study explored the potential chemoresistant genes and underlying mechanisms of chemoresistance in NSCLC. MATERIALS AND METHODS Gene expression profile was integrated with DNA methylation profile to screen the candidate chemoresistant genes. Bioinformatic analysis and immunohistochemistry were used to analyse the association of a candidate gene with the characteristics of NSCLC patients. Recombinant lentivirus vectors were utilized to overexpress or silence candidate gene. Microarrays and immunoblotting were applied to explore the downstream targets of candidate gene. Xenograft models were established to validate the findings in vitro. RESULTS An increased ZNF300 expression was detected in three chemoresistant cell lines of NSCLC, and the higher expression of ZNF300 was associated with poor OS of NSCLC patients. Cells with upregulated ZNF300 presented chemoresistance and enhanced aggressive growth compared to cells with downregulated ZNF300. ZNF300 inhibited MAPK/ERK pathways and activated CDK1 through inhibiting WEE1 and MYT1 and modulating MYC/AURKA/BORA/PLK1 axis. ICA and ATRA improved the anti-tumour effect of cisplatin on chemoresistant cells by inducing differentiation. CONCLUSIONS ZNF300 promotes chemoresistance and aggressive behaviour of NSCLC through regulation of proliferation and differentiation by downregulating MAPK/ERK pathways and regulation of slow-cycling phenotype via activating CDK1 by inhibiting WEE1/MYT1 and modulating MYC/AURKA/BORA/PLK1 axis. Cisplatin, combined with ATRA and ICA, might be beneficial in chemoresistant cases of NSCLC.
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Affiliation(s)
- Shilong Yu
- Institute of Human Respiratory DiseaseXinqiao Hospitalthe Army Medical University (Third Military Medical University)ChongqingChina
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Zhi Ao
- Department of Respiratory MedicineThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yi Wu
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Liyuan Song
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Peng Zhang
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Xiaokang Li
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Min Liu
- Taihe HospitalHubei University of MedicineShiyanChina
| | - Pin Qian
- Institute of Human Respiratory DiseaseXinqiao Hospitalthe Army Medical University (Third Military Medical University)ChongqingChina
| | - Ruijie Zhang
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xihua Li
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Yan Chen
- Institute of Human Respiratory DiseaseXinqiao Hospitalthe Army Medical University (Third Military Medical University)ChongqingChina
| | - Xuanbin Wang
- Hubei Key Laboratory of Wudang Local Chinese Medicine ResearchBiomedical Research InstituteHubei University of MedicineShiyanChina
| | - Xianhui Wang
- Institute of Biomedical ResearchHubei University of MedicineShiyanChina
| | - Xuzhi Ruan
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
| | - Guisheng Qian
- Institute of Human Respiratory DiseaseXinqiao Hospitalthe Army Medical University (Third Military Medical University)ChongqingChina
| | - Fuyun Ji
- Department of Medical BiologySchool of Basic Medical ScienceHubei University of MedicineShiyanChina
- Hubei Key Laboratory of Embryonic Stem Cell ResearchSchool of Basic Medical ScienceHubei University of MedicineShiyanChina
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36
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Tiede S, Kalathur RKR, Lüönd F, von Allmen L, Szczerba BM, Hess M, Vlajnic T, Müller B, Canales Murillo J, Aceto N, Christofori G. Multi-color clonal tracking reveals intra-stage proliferative heterogeneity during mammary tumor progression. Oncogene 2020; 40:12-27. [PMID: 33046799 DOI: 10.1038/s41388-020-01508-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 08/20/2020] [Accepted: 10/02/2020] [Indexed: 12/20/2022]
Abstract
Despite major progress in breast cancer research, the functional contribution of distinct cancer cell clones to malignant tumor progression and metastasis remains largely elusive. We have assessed clonal heterogeneity within individual primary tumors and metastases and also during the distinct stages of malignant tumor progression using clonal tracking of cancer cells in the MMTV-PyMT mouse model of metastatic breast cancer. Comparative gene expression analysis of clonal subpopulations reveals a substantial level of heterogeneity across and also within the various stages of breast carcinogenesis. The intra-stage heterogeneity is primarily manifested by differences in cell proliferation, also found within invasive carcinomas of luminal A-, luminal B-, and HER2-enriched human breast cancer. Surprisingly, in the mouse model of clonal tracing of cancer cells, chemotherapy mainly targets the slow-proliferative clonal populations and fails to efficiently repress the fast-proliferative populations. These insights may have considerable impact on therapy selection and response in breast cancer patients.
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Affiliation(s)
- Stefanie Tiede
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland.
| | - Ravi Kiran Reddy Kalathur
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland.,Swiss Institute of Bioinformatics, 4053, Basel, Switzerland
| | - Fabiana Lüönd
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland
| | - Luca von Allmen
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland
| | | | - Mathias Hess
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland
| | - Tatjana Vlajnic
- Institute of Pathology, University Hospital Basel, 4031, Basel, Switzerland
| | - Benjamin Müller
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland
| | | | - Nicola Aceto
- Department of Biomedicine, University of Basel, 4058, Basel, Switzerland
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Jia D, Paudel BB, Hayford CE, Hardeman KN, Levine H, Onuchic JN, Quaranta V. Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype. Front Oncol 2020; 10:1426. [PMID: 32923395 PMCID: PMC7457027 DOI: 10.3389/fonc.2020.01426] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 07/06/2020] [Indexed: 02/01/2023] Open
Abstract
Cancer cells adjust their metabolic profiles to evade treatment. Metabolic adaptation is complex and hence better understood by an integrated theoretical-experimental approach. Using a minimal kinetic model, we predicted a previously undescribed Low/Low (L/L) phenotype, characterized by low oxidative phosphorylation (OXPHOS) and low glycolysis. Here, we report that L/L metabolism is observed in BRAF-mutated melanoma cells that enter a drug-tolerant "idling state" upon long-term MAPK inhibition (MAPKi). Consistently, using publicly available RNA-sequencing data of both cell lines and patient samples, we show that melanoma cells decrease their glycolysis and/or OXPHOS activity upon MAPKi and converge toward the L/L phenotype. L/L metabolism is unfavorable for tumor growth, yet supports successful cell division at ~50% rate. Thus, L/L drug-tolerant idling cells are a reservoir for accumulating mutations responsible for relapse, and it should be considered as a target subpopulation for improving MAPKi outcomes in melanoma treatment.
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Affiliation(s)
- Dongya Jia
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
| | - B. Bishal Paudel
- Department of Biochemistry, Vanderbilt University, Nashville, TN, United States
- Quantitative Systems Biology Center, Vanderbilt University, Nashville, TN, United States
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Corey E. Hayford
- Department of Biochemistry, Vanderbilt University, Nashville, TN, United States
- Quantitative Systems Biology Center, Vanderbilt University, Nashville, TN, United States
- Chemical and Physical Biology Graduate Program, Vanderbilt University, Nashville, TN, United States
| | - Keisha N. Hardeman
- Department of Biochemistry, Vanderbilt University, Nashville, TN, United States
- Quantitative Systems Biology Center, Vanderbilt University, Nashville, TN, United States
| | - Herbert Levine
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
- Department of Bioengineering, Northeastern University, Boston, MA, United States
- Department of Physics, Northeastern University, Boston, MA, United States
| | - José N. Onuchic
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
- Department of Biosciences, Rice University, Houston, TX, United States
- Department of Physics and Astronomy, Rice University, Houston, TX, United States
- Department of Chemistry, Rice University, Houston, TX, United States
| | - Vito Quaranta
- Department of Biochemistry, Vanderbilt University, Nashville, TN, United States
- Quantitative Systems Biology Center, Vanderbilt University, Nashville, TN, United States
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38
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Massi D, Mihic-Probst D, Schadendorf D, Dummer R, Mandalà M. Dedifferentiated melanomas: Morpho-phenotypic profile, genetic reprogramming and clinical implications. Cancer Treat Rev 2020; 88:102060. [PMID: 32619863 DOI: 10.1016/j.ctrv.2020.102060] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 06/10/2020] [Accepted: 06/12/2020] [Indexed: 01/12/2023]
Abstract
Phenotypic plasticity of malignant melanoma is a well-known phenomenon. Several translational studies and small case series have reported this clinical and biological entity, particularly in metastatic melanoma, showing frequent aberrant expression of non-melanocytic differentiation markers of different lineages, posing remarkable challenges due to several alternative differential diagnoses including undifferentiated carcinoma and sarcomas. When melanoma loses its typical morpho-phenotype by routinely used diagnostic immunohistochemical markers, it is defined as "dedifferentiated melanoma". Historically, this process was closely related to diagnostic interpretative difficulties. In recent years, however, dedifferentiation has been increasingly recognized as an important biological phenomenon that demonstrates the phenotypic and genetic plasticity of melanoma, and specifically the non-irreversibility of the multistep cancerogenesis. Furthermore, dedifferentiation emerged as a general hallmark of cancer evolution and a common denominator of cross-resistance to both targeted and immunotherapy. In this review, we summarize the histopathological features, the genetic and epigenetic bases underlying the dedifferentiated phenotype in melanomas and provide additional support that dedifferentiation is a mechanism of resistance to immunotherapy and targeted therapy.
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Affiliation(s)
- Daniela Massi
- Section of Anatomic Pathology, Department of Health Sciences, University of Florence, Italy
| | - Daniela Mihic-Probst
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Dirk Schadendorf
- Department of Dermatology ,University Hospital Essen, West German Cancer Center, University Duisburg-Essen and the German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Reinhard Dummer
- University Hospital Zürich Skin Cancer Center, Zürich, Switzerland
| | - Mario Mandalà
- Unit of Melanoma, Division of Medical Oncology, Department of Oncology and Haematology, Papa Giovanni XXIII Cancer Center Hospital, Bergamo, Italy.
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39
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Bristot IJ, Kehl Dias C, Chapola H, Parsons RB, Klamt F. Metabolic rewiring in melanoma drug-resistant cells. Crit Rev Oncol Hematol 2020; 153:102995. [PMID: 32569852 DOI: 10.1016/j.critrevonc.2020.102995] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 05/15/2020] [Accepted: 05/18/2020] [Indexed: 12/16/2022] Open
Abstract
Several evidences indicate that melanoma, one of the deadliest types of cancer, presents the ability to transiently shift its phenotype under treatment or microenvironmental pressure to an invasive and treatment-resistant phenotype, which is characterized by cells with slow division cycle (also called slow-cycling cells) and high-OXPHOS metabolism. Many cellular marks have been proposed to track this phenotype, such as the expression levels of the master regulator of melanocyte differentiation (MITF) and the epigenetic factor JARID1B. It seems that the slow-cycling phenotype does not necessarily present a single gene expression signature. However, many lines of evidence lead to a common metabolic rewiring process in resistant cells that activates mitochondrial metabolism and changes the mitochondrial network morphology. Here, we propose that mitochondria-targeted drugs could increase not only the efficiency of target therapy, bypassing the dynamics between fast-cycling and slow-cycling, but also the sensitivity to immunotherapy by modulation of the melanoma microenvironment.
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Affiliation(s)
- Ivi Juliana Bristot
- Laboratório de Bioquímica Celular, Departamento de Bioquímica, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil; National Institutes of Science & Technology - Translational Medicine (INCT- TM), 90035-903, Porto Alegre, RS, Brazil.
| | - Camila Kehl Dias
- Laboratório de Bioquímica Celular, Departamento de Bioquímica, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil; National Institutes of Science & Technology - Translational Medicine (INCT- TM), 90035-903, Porto Alegre, RS, Brazil
| | - Henrique Chapola
- Laboratório de Bioquímica Celular, Departamento de Bioquímica, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil; National Institutes of Science & Technology - Translational Medicine (INCT- TM), 90035-903, Porto Alegre, RS, Brazil
| | - Richard B Parsons
- Institute of Pharmaceutical Science, King's College London, 150 Stamford Street, London SE1 9NH, UK
| | - Fábio Klamt
- Laboratório de Bioquímica Celular, Departamento de Bioquímica, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil; National Institutes of Science & Technology - Translational Medicine (INCT- TM), 90035-903, Porto Alegre, RS, Brazil
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40
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Li K, Tang M, Tong S, Wang C, Sun Q, Lv M, Sun X, Wang T, Jin S. BRAFi induced demethylation of miR-152-5p regulates phenotype switching by targeting TXNIP in cutaneous melanoma. Apoptosis 2020; 25:179-191. [PMID: 32056038 DOI: 10.1007/s10495-019-01586-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Treatment of advanced BRAFV600-mutant melanoma using BRAF inhibitors (BRAFi) eventually leads to drug resistance and selects for highly metastatic tumor cells. We compared the most differentially dysregulated miRNA expression profiles of vemurafenib-resistant and highly-metastatic melanoma cell lines obtained from GEO DataSets. We discovered miR-152-5p was a potential regulator mediating melanoma drug resistance and metastasis. Functionally, knockdown of miR-152-5p significantly compromised the metastatic ability of BRAFi-resistant melanoma cells and overexpression of miR-152-5p promoted the formation of slow-cycling phenotype. Furthermore, we explored the cause of how and why miR-152-5p affected metastasis in depth. Mechanistically, miR-152-5p targeted TXNIP which affected metastasis and BRAFi altered the methylation status of MIR152 promoter. Our study highlights the crucial role of miR-152-5p on melanoma metastasis after BRAFi treatment and holds significant implying that discontinuous dosing strategy may improve the benefit of advanced BRAFV600-mutant melanoma patients.
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Affiliation(s)
- Kezhu Li
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Mingrui Tang
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Shuang Tong
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Chenchao Wang
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Qiang Sun
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Mengzhu Lv
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Xu Sun
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Ting Wang
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China
| | - Shifeng Jin
- Department of Plastic Surgery, the First Affiliated Hospital of China Medical University, No.155, Nanjing North Street, Shenyang City, 110001, Liaoning, China.
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41
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Rebecca VW, Herlyn M. Nongenetic Mechanisms of Drug Resistance in Melanoma. ANNUAL REVIEW OF CANCER BIOLOGY 2020. [DOI: 10.1146/annurev-cancerbio-030419-033533] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Resistance to targeted and immune-based therapies limits cures in patients with metastatic melanoma. A growing number of reports have identified nongenetic primary resistance mechanisms including intrinsic microenvironment- and lineage plasticity–mediated processes serving critical functions in the persistence of disease throughout therapy. There is a temporally shifting spectrum of cellular identities fluidly occupied by therapy-persisting melanoma cells responsible for driving therapeutic resistance and metastasis. The key epigenetic, metabolic, and phenotypic reprogramming events requisite for the manifestation and maintenance of so-called persister melanoma populations remain poorly understood and underscore the need to comprehensively investigate actionable vulnerabilities. Here we attempt to integrate the field's observations on nongenetic mechanisms of drug resistance in melanoma. We postulate that the future design of therapeutic strategies specifically addressing therapy-persisting subpopulations of melanoma will improve the curative potential of therapy for patients with metastatic disease.
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Affiliation(s)
- Vito W. Rebecca
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania 19104, USA
| | - Meenhard Herlyn
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, Pennsylvania 19104, USA
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42
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Snyder D, Wang Y, Kaetzel DM. A rare subpopulation of melanoma cells with low expression of metastasis suppressor NME1 is highly metastatic in vivo. Sci Rep 2020; 10:1971. [PMID: 32029850 PMCID: PMC7005181 DOI: 10.1038/s41598-020-58996-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Accepted: 01/23/2020] [Indexed: 01/01/2023] Open
Abstract
Despite recent advances in melanoma treatment, metastasis and resistance to therapy remain serious clinical challenges. NME1 is a metastasis suppressor, a class of proteins which inhibits metastatic spread of cancer cells without impact on growth of the primary tumor. We have identified a rare subpopulation of cells with markedly reduced expression of NME1 (NME1LOW) in human melanoma cell lines. To enable isolation of viable NME1LOW cells for phenotypic analysis by fluorescence-activated cell sorting (FACS), a CRISPR-Cas9-mediated approach was used to attach an EGFP coding module to the C-terminus of the endogenous NME1 gene in melanoma cell lines. NME1LOW cells displayed enhanced collective invasion in vitro when implanted as 3D aggregates in Matrigel. NME1LOW cells were also highly metastatic to lung and liver when xenografted subcutaneously in immune-deficient NSG mice. RNA-seq analysis revealed that NME1LOW cells express elevated levels of genes associated with tumor aggressiveness, as well as with morphogenesis of tissues of neural crest-like origin (melanocytes and neurons, bone and heart tissues; GO: 0009653). The highly malignant NME1LOW variant of melanoma cells has potential to provide novel therapeutic targets and molecular markers for improved clinical management of patients with advanced melanoma.
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Affiliation(s)
- Devin Snyder
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland-Baltimore, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, School of Medicine, University of Maryland-Baltimore, Baltimore, MD, USA
| | - Ying Wang
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland-Baltimore, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, School of Medicine, University of Maryland-Baltimore, Baltimore, MD, USA
| | - David M Kaetzel
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland-Baltimore, Baltimore, MD, USA.
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, School of Medicine, University of Maryland-Baltimore, Baltimore, MD, USA.
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43
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Gramann AK, Venkatesan AM, Guerin M, Ceol CJ. Regulation of zebrafish melanocyte development by ligand-dependent BMP signaling. eLife 2019; 8:50047. [PMID: 31868592 PMCID: PMC6968919 DOI: 10.7554/elife.50047] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Accepted: 12/21/2019] [Indexed: 02/06/2023] Open
Abstract
Preventing terminal differentiation is important in the development and progression of many cancers including melanoma. Recent identification of the BMP ligand GDF6 as a novel melanoma oncogene showed GDF6-activated BMP signaling suppresses differentiation of melanoma cells. Previous studies have identified roles for GDF6 orthologs during early embryonic and neural crest development, but have not identified direct regulation of melanocyte development by GDF6. Here, we investigate the BMP ligand gdf6a, a zebrafish ortholog of human GDF6, during the development of melanocytes from the neural crest. We establish that the loss of gdf6a or inhibition of BMP signaling during neural crest development disrupts normal pigment cell development, leading to an increase in the number of melanocytes and a corresponding decrease in iridophores, another neural crest-derived pigment cell type in zebrafish. This shift occurs as pigment cells arise from the neural crest and depends on mitfa, an ortholog of MITF, a key regulator of melanocyte development that is also targeted by oncogenic BMP signaling. Together, these results indicate that the oncogenic role ligand-dependent BMP signaling plays in suppressing differentiation in melanoma is a reiteration of its physiological roles during melanocyte development.
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Affiliation(s)
- Alec K Gramann
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, United States.,Department of Molecular Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, United States
| | - Arvind M Venkatesan
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, United States.,Department of Molecular Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, United States
| | - Melissa Guerin
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, United States.,Department of Molecular Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, United States
| | - Craig J Ceol
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, United States.,Department of Molecular Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, United States
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44
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Webster MR, Fane ME, Alicea GM, Basu S, Kossenkov AV, Marino GE, Douglass SM, Kaur A, Ecker BL, Gnanapradeepan K, Ndoye A, Kugel C, Valiga A, Palmer J, Liu Q, Xu X, Morris J, Yin X, Wu H, Xu W, Zheng C, Karakousis GC, Amaravadi RK, Mitchell TC, Almeida FV, Xiao M, Rebecca VW, Wang YJ, Schuchter LM, Herlyn M, Murphy ME, Weeraratna AT. Paradoxical Role for Wild-Type p53 in Driving Therapy Resistance in Melanoma. Mol Cell 2019; 77:633-644.e5. [PMID: 31836388 DOI: 10.1016/j.molcel.2019.11.009] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 07/17/2019] [Accepted: 11/06/2019] [Indexed: 12/29/2022]
Abstract
Metastatic melanoma is an aggressive disease, despite recent improvements in therapy. Eradicating all melanoma cells even in drug-sensitive tumors is unsuccessful in patients because a subset of cells can transition to a slow-cycling state, rendering them resistant to most targeted therapy. It is still unclear what pathways define these subpopulations and promote this resistant phenotype. In the current study, we show that Wnt5A, a non-canonical Wnt ligand that drives a metastatic, therapy-resistant phenotype, stabilizes the half-life of p53 and uses p53 to initiate a slow-cycling state following stress (DNA damage, targeted therapy, and aging). Inhibiting p53 blocks the slow-cycling phenotype and sensitizes melanoma cells to BRAF/MEK inhibition. In vivo, this can be accomplished with a single dose of p53 inhibitor at the commencement of BRAF/MEK inhibitor therapy. These data suggest that taking the paradoxical approach of inhibiting rather than activating wild-type p53 may sensitize previously resistant metastatic melanoma cells to therapy.
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Affiliation(s)
- Marie R Webster
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A.; Lankenau Institute for Medical Research, Wynnewood, PA 19096, USA.
| | - Mitchell E Fane
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Gretchen M Alicea
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A.; University of the Sciences, Philadelphia, PA 19104, USA
| | - Subhasree Basu
- Molecular and Cellular Oncogenesis, The Wistar Institute, Philadelphia, PA 19104, USA
| | | | - Gloria E Marino
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Stephen M Douglass
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Amanpreet Kaur
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A.; University of the Sciences, Philadelphia, PA 19104, USA
| | - Brett L Ecker
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A.; Department of Surgery, University of Pennsylvania Hospital, Philadelphia, PA 19104, USA
| | - Keerthana Gnanapradeepan
- Molecular and Cellular Oncogenesis, The Wistar Institute, Philadelphia, PA 19104, USA; Graduate Group in Biochemistry and Molecular Biophysics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Abibatou Ndoye
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A.; University of the Sciences, Philadelphia, PA 19104, USA
| | - Curtis Kugel
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Alexander Valiga
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Jessica Palmer
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Qin Liu
- Molecular and Cellular Oncogenesis, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Xiaowei Xu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jessicamarie Morris
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Xiangfan Yin
- Molecular and Cellular Oncogenesis, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Hong Wu
- Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | - Wei Xu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Cathy Zheng
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Giorgos C Karakousis
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ravi K Amaravadi
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tara C Mitchell
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Filipe V Almeida
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Min Xiao
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Vito W Rebecca
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Ying-Jie Wang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310003, China
| | - Lynn M Schuchter
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Tara Miller Melanoma Center at Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Meenhard Herlyn
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A
| | - Maureen E Murphy
- Molecular and Cellular Oncogenesis, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Ashani T Weeraratna
- Immunology, Microenvironment and Metastasis, The Wistar Institute, Philadelphia, PA, 19104, U.S.A.; Department of Biochemistry and Molecular Biology, Johns Hopkins School of Public Health and Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA.
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45
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Sun Q, Lee W, Mohri Y, Takeo M, Lim CH, Xu X, Myung P, Atit RP, Taketo MM, Moubarak RS, Schober M, Osman I, Gay DL, Saur D, Nishimura EK, Ito M. A novel mouse model demonstrates that oncogenic melanocyte stem cells engender melanoma resembling human disease. Nat Commun 2019; 10:5023. [PMID: 31685822 PMCID: PMC6828673 DOI: 10.1038/s41467-019-12733-1] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 09/20/2019] [Indexed: 02/06/2023] Open
Abstract
Melanoma, the deadliest skin cancer, remains largely incurable at advanced stages. Currently, there is a lack of animal models that resemble human melanoma initiation and progression. Recent studies using a Tyr-CreER driven mouse model have drawn contradictory conclusions about the potential of melanocyte stem cells (McSCs) to form melanoma. Here, we employ a c-Kit-CreER-driven model that specifically targets McSCs to show that oncogenic McSCs are a bona fide source of melanoma that expand in the niche, and then establish epidermal melanomas that invade into the underlying dermis. Further, normal Wnt and Endothelin niche signals during hair anagen onset are hijacked to promote McSC malignant transformation during melanoma induction. Finally, molecular profiling reveals strong resemblance of murine McSC-derived melanoma to human melanoma in heterogeneity and gene signatures. These findings provide experimental validation of the human melanoma progression model and key insights into the transformation and heterogeneity of McSC-derived melanoma. Currently, few mouse models exist to recapitulate human melanomagenesis. Here, the authors establish a c-Kit-CreER-driven model to target melanocyte stem cells (McSCs) and show that oncogenic McSCs give rise to epidermal melanoma that invade into the dermis, similar to human melanoma.
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Affiliation(s)
- Qi Sun
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA.,Department of Cell Biology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Wendy Lee
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA.,Department of Cell Biology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Yasuaki Mohri
- Department of Stem Cell Biology, Tokyo Medical and Dental University, Bunkyo-ku, Tokyo, 113-8510, Japan
| | - Makoto Takeo
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA.,Department of Cell Biology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Chae Ho Lim
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA.,Department of Cell Biology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Xiaowei Xu
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Peggy Myung
- Department of Dermatology, Yale Cancer Center, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Radhika P Atit
- Department of Biology, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - M Mark Taketo
- Division of Experimental Therapeutics, Graduate School of Medicine, Kyoto University, Sakyo, Kyoto, 606-8501, Japan
| | - Rana S Moubarak
- Department of Pathology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Markus Schober
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA.,Department of Cell Biology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Iman Osman
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA
| | - Denise L Gay
- Inserm UMR_967, CEA/DRF/IBFJ/iRCM/LRTS, 92265, Fontenay-aux-Roses cedex, France
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany.,Institute of Translational Cancer Research and Department of Medicine II, School of Medicine, Klinikum rechts der Isar, Technische Universität München, 81675, München, Germany
| | - Emi K Nishimura
- Department of Stem Cell Biology, Tokyo Medical and Dental University, Bunkyo-ku, Tokyo, 113-8510, Japan
| | - Mayumi Ito
- The Ronald O. Perelman Department of Dermatology, New York University, School of Medicine, New York, NY, 10016, USA. .,Department of Cell Biology, New York University, School of Medicine, New York, NY, 10016, USA.
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46
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Louphrasitthiphol P, Chauhan J, Goding CR. ABCB5 is activated by MITF and β-catenin and is associated with melanoma differentiation. Pigment Cell Melanoma Res 2019; 33:112-118. [PMID: 31595650 DOI: 10.1111/pcmr.12830] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 09/11/2019] [Accepted: 09/27/2019] [Indexed: 12/14/2022]
Abstract
Defining markers of different phenotypic states in melanoma is important for understanding disease progression, determining the response to therapy, and defining the molecular mechanisms underpinning phenotype-switching driven by the changing intratumor microenvironment. The ABCB5 transporter is implicated in drug-resistance and has been identified as a marker of melanoma-initiating cells. Indeed ongoing studies are using ABCB5 to define stem cell populations. However, we show here that the ABCB5 is a direct target for the microphthalmia-associated transcription factor MITF and its expression can be induced by β-catenin, a key activator and co-factor for MITF. Consequently, ABCB5 mRNA expression is primarily associated with melanoma cells exhibiting differentiation markers. The results suggest first that ABCB5 is unlikely to represent a marker of de-differentiated melanoma stem cells, and second that ABCB5 may contribute to the non-genetic drug-resistance associated with highly differentiated melanoma cells. To reconcile the apparently conflicting observations in the field, we propose a model in which ABCB5 may mark a slow-cycling differentiated population of melanoma cells.
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Affiliation(s)
- Pakavarin Louphrasitthiphol
- Ludwig Institute for Cancer Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Jagat Chauhan
- Ludwig Institute for Cancer Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Colin R Goding
- Ludwig Institute for Cancer Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
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47
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Davis JE, Kirk J, Ji Y, Tang DG. Tumor Dormancy and Slow-Cycling Cancer Cells. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1164:199-206. [PMID: 31576550 DOI: 10.1007/978-3-030-22254-3_15] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Cancer cell heterogeneity is a universal feature of human tumors and represents a significant barrier to the efficacy and duration of anticancer therapies, especially targeted therapeutics. Among the heterogeneous cancer cell populations is a subpopulation of relatively quiescent cancer cells, which are in the G0/G1 cell-cycle phase and refractory to anti-mitotic drugs that target proliferative cells. These slow-cycling cells (SCCs) preexist in untreated tumors and frequently become enriched in treatment-failed tumors, raising the possibility that these cells may mediate therapy resistance and tumor relapse. Here we review several general concepts on tumor cell heterogeneity, quiescence, and tumor dormancy. We discuss the potential relationship between SCCs and cancer stem cells (CSCs). We also present our current understanding of how SCCs and cancer dormancy might be regulated. Increasing knowledge of SCCs and tumor dormancy should lead to identification of novel molecular regulators and therapeutic targets of tumor relapse, residual diseases, and metastasis.
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Affiliation(s)
- John E Davis
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Jason Kirk
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Yibing Ji
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Dean G Tang
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
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48
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Khaliq M, Fallahi-Sichani M. Epigenetic Mechanisms of Escape from BRAF Oncogene Dependency. Cancers (Basel) 2019; 11:cancers11101480. [PMID: 31581557 PMCID: PMC6826668 DOI: 10.3390/cancers11101480] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 09/28/2019] [Accepted: 09/29/2019] [Indexed: 12/14/2022] Open
Abstract
About eight percent of all human tumors (including 50% of melanomas) carry gain-of-function mutations in the BRAF oncogene. Mutated BRAF and subsequent hyperactivation of the MAPK signaling pathway has motivated the use of MAPK-targeted therapies for these tumors. Despite great promise, however, MAPK-targeted therapies in BRAF-mutant tumors are limited by the emergence of drug resistance. Mechanisms of resistance include genetic, non-genetic and epigenetic alterations. Epigenetic plasticity, often modulated by histone-modifying enzymes and gene regulation, can influence a tumor cell's BRAF dependency and therefore, response to therapy. In this review, focusing primarily on class 1 BRAF-mutant cells, we will highlight recent work on the contribution of epigenetic mechanisms to inter- and intratumor cell heterogeneity in MAPK-targeted therapy response.
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Affiliation(s)
- Mehwish Khaliq
- Department of Biomedical Engineering, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
- Program in Cancer Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
| | - Mohammad Fallahi-Sichani
- Department of Biomedical Engineering, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
- Program in Cancer Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
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49
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Esteves P, Dard L, Brillac A, Hubert C, Sarlak S, Rousseau B, Dumon E, Izotte J, Bonneu M, Lacombe D, Dupuy JW, Amoedo N, Rossignol R. Nuclear control of lung cancer cells migration, invasion and bioenergetics by eukaryotic translation initiation factor 3F. Oncogene 2019; 39:617-636. [PMID: 31527668 PMCID: PMC6962096 DOI: 10.1038/s41388-019-1009-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Revised: 08/07/2019] [Accepted: 08/20/2019] [Indexed: 02/07/2023]
Abstract
The basic understanding of the biological effects of eukaryotic translation initiation factors (EIFs) remains incomplete, notably for their roles independent of protein translation. Different EIFs exhibit nuclear localization and DNA-related functions have been proposed, but the understanding of EIFs novel functions beyond protein translation lacks of integrative analyses between the genomic and the proteomic levels. Here, the noncanonical function of EIF3F was studied in human lung adenocarcinoma by combining methods that revealed both the protein-protein and the protein-DNA interactions of this factor. We discovered that EIF3F promotes cell metastasis in vivo. The underpinning molecular mechanisms involved the regulation of a cluster of 34 metastasis-promoting genes including Snail2, as revealed by proteomics combined with immuno-affinity purification of EIF3F and ChIP-seq/Q-PCR analyses. The interaction between EIF3F and signal transducer and activator of transcription 3 (STAT3) controlled the EIF3F-mediated increase in Snail2 expression and cellular invasion, which were specifically abrogated using the STAT3 inhibitor Nifuroxazide or knockdown approaches. Furthermore, EIF3F overexpression reprogrammed energy metabolism through the activation of AMP-activated protein kinase and the stimulation of oxidative phosphorylation. Our findings demonstrate the role of EIF3F in the molecular control of cell migration, invasion, bioenergetics, and metastasis. The discovery of a role for EIF3F-STAT3 interaction in the genetic control of cell migration and metastasis in human lung adenocarcinoma could lead to the development of diagnosis and therapeutic strategies.
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Affiliation(s)
- Pauline Esteves
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Laetitia Dard
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Aurélia Brillac
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Christophe Hubert
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Saharnaz Sarlak
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Benoît Rousseau
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,Transgenic Animal Facility A2, University of Bordeaux, 33000, Bordeaux, France
| | - Elodie Dumon
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Julien Izotte
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,Transgenic Animal Facility A2, University of Bordeaux, 33000, Bordeaux, France
| | - Marc Bonneu
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,Functional Genomics Center (CGFB), Proteomics Facility, 146 Rue Léo Saignat, 33076, Bordeaux, France.,Bordeaux-INP, Avenue des Facultés, 33405, Talence Cedex, France
| | - Didier Lacombe
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,INSERM U1211, 33000, Bordeaux, France
| | - Jean-William Dupuy
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France.,Functional Genomics Center (CGFB), Proteomics Facility, 146 Rue Léo Saignat, 33076, Bordeaux, France
| | - Nivea Amoedo
- CELLOMET, Functional Genomics Center (CGFB), 146 rue Léo Saignat, 33000, Bordeaux, France
| | - Rodrigue Rossignol
- Bordeaux University, 146 rue Léo Saignat, 33000, Bordeaux, France. .,INSERM U1211, 33000, Bordeaux, France. .,CELLOMET, Functional Genomics Center (CGFB), 146 rue Léo Saignat, 33000, Bordeaux, France.
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Many ways to resistance: How melanoma cells evade targeted therapies. Biochim Biophys Acta Rev Cancer 2019; 1871:313-322. [DOI: 10.1016/j.bbcan.2019.02.002] [Citation(s) in RCA: 176] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 01/20/2019] [Accepted: 02/13/2019] [Indexed: 12/25/2022]
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