1
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England FJ, Bordeu I, Ng ME, Bang J, Kim B, Choi J, Cardoso EC, Koo BK, Simons BD, Lee JH. Sustained NF-κB activation allows mutant alveolar stem cells to co-opt a regeneration program for tumor initiation. Cell Stem Cell 2025:S1934-5909(25)00011-6. [PMID: 39978341 DOI: 10.1016/j.stem.2025.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 10/30/2024] [Accepted: 01/20/2025] [Indexed: 02/22/2025]
Abstract
Disruptions to regulatory signals governing stem cell fate open the pathway to tumorigenesis. To determine how these programs become destabilized, we fate-map thousands of murine wild-type and KrasG12D-mutant alveolar type II (AT2) stem cells in vivo and find evidence for two independent AT2 subpopulations marked by distinct tumorigenic capacities. By combining clonal analyses with single-cell transcriptomics, we unveil striking parallels between lung regeneration and tumorigenesis that implicate Il1r1 as a common activator of AT2 reprogramming. We show that tumor evolution proceeds through the acquisition of lineage infidelity and reversible transitions between mutant states, which, in turn, modulate wild-type AT2 dynamics. Finally, we discover how sustained nuclear factor κB (NF-κB) activation sets tumorigenesis apart from regeneration, allowing mutant cells to subvert differentiation in favor of tumor growth.
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Affiliation(s)
- Frances J England
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK
| | - Ignacio Bordeu
- Gurdon Institute, University of Cambridge, Cambridge CB2 1QN, UK; Departamento de Física, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Santiago, Chile
| | - Minn-E Ng
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK
| | - JaeHak Bang
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK
| | - Bumsoo Kim
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK
| | - Jinwook Choi
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK
| | - Erik C Cardoso
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK
| | - Bon-Kyoung Koo
- Center for Genome Engineering, Institute for Basic Science, Daejeon 34126, Republic of Korea
| | - Benjamin D Simons
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK; Gurdon Institute, University of Cambridge, Cambridge CB2 1QN, UK; Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Science, University of Cambridge, Cambridge CB3 0WA, UK.
| | - Joo-Hyeon Lee
- Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge CB2 0AW, UK; Developmental Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
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2
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Wu J, Chen L, Wen P. CRIP1 inhibits cutaneous melanoma progression through TFAM-mediated mitochondrial biogenesis. Sci Rep 2025; 15:4298. [PMID: 39905216 PMCID: PMC11794568 DOI: 10.1038/s41598-025-88373-x] [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: 11/12/2024] [Accepted: 01/28/2025] [Indexed: 02/06/2025] Open
Abstract
Metastasis is the leading cause of death in patients with cutaneous melanoma. CRIP1 (cysteine-rich protein 1) has been reported to be associated with malignant progression of several cancers. However, the biological function and underlying mechanisms of CRIP1 in melanoma progression are largely unknown. Bioinformatic prediction of CRIP1 expression in melanoma and its association with clinical parameters and prognosis of patients. Real-time quantitative polymerase chain reaction (RT-qPCR) and Western blots (WB) were used to detect stable overexpression and knockdown of CRIP1 in melanoma cells. The function of CRIP1 in cutaneous melanoma cells was determined by in vitro functional assays. WB, immunofluorescence, OCR detection, mitochondrial DNA assay, and cytosolic ATP assay were used to determine the relationship between CRIP1 and mitochondrial biogenesis, relationship between TFAM. The expression level of CRIP1 in melanoma tissues is lower than that in normal tissues and suggests a poor prognosis for melanoma patients. Functionally, CRIP1 inhibits the proliferation, migration, and invasion of melanoma cells in vitro. Mechanistic studies revealed that CRIP1 inhibited mitochondrial biogenesis in melanoma cells, which included suppression of relative mitochondrial content, mitochondrial DNA copy number, ATP production, respiratory capacity, and expression levels of oxidative phosphorylation-related proteins. Further studies revealed that CRIP1 inhibits mitochondrial biogenesis and malignant progression in melanoma cells by suppressing the protein levels of TFAM. Our results suggest that CRIP1 inhibits the proliferation and invasive ability of cutaneous melanoma cells by suppressing TFAM-mediated mitochondrial biogenesis. Therefore, CRIP1 may be a potential therapeutic target for melanoma.
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Affiliation(s)
- Jianqiang Wu
- Department of Dermatology, the Affiliated Panyu Central Hospital, Guangzhou Medical University, Guangzhou, 511400, China.
| | - Lixia Chen
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Peijun Wen
- Department of Dermatology, the Affiliated Panyu Central Hospital, Guangzhou Medical University, Guangzhou, 511400, China
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3
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Braun AD, Mengoni M, Tüting T, Gaffal E. MCAM Expression Facilitates Melanoma-Endothelial Interactions and Promotes Metastatic Disease Progression. Exp Dermatol 2025; 34:e70059. [PMID: 39945026 PMCID: PMC11822558 DOI: 10.1111/exd.70059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 01/16/2025] [Accepted: 01/26/2025] [Indexed: 02/16/2025]
Abstract
Invasive growth and metastatic dissemination represent the primary cause of death in cancer patients. In order to successfully detach from the primary tumour and establish metastases in distant tissues, cancer cells need to dynamically rewire their cell adhesion machinery. Here we revisit the potential association of MCAM, a member of the immunoglobulin superfamily that was initially identified as a melanoma antigen, with disease progression. Using immunohistochemical stainings and bioinformatic analyses of published datasets, we find abundant MCAM expression both in primary and metastatic human melanomas. In additional bioinformatic analyses, we show that MCAM is highly expressed in foetal melanocytes and subsequently downregulated during melanocyte maturation. Bioinformatic inference of cellular communication networks reveals that melanoma cells with high MCAM expression more actively engage in signalling crosstalk with endothelial cells. Experimental investigations demonstrate that disruption of MCAM in melanoma cells inhibits their migration on endothelial cell surfaces in vitro and decreases their ability to develop spontaneous lung metastases in vivo. Taken together, our results could not confirm the notion that MCAM expression represents a useful biomarker for disease progression but provide evidence that MCAM expression might represent part of a reactivated embryonal transcriptional program that facilitates melanoma-endothelial cell interactions during metastatic progression.
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Affiliation(s)
- Andreas Dominik Braun
- Laboratory for Experimental Dermatology, Department of DermatologyUniversity Hospital MagdeburgMagdeburgGermany
| | - Miriam Mengoni
- Laboratory for Experimental Dermatology, Department of DermatologyUniversity Hospital MagdeburgMagdeburgGermany
| | - Thomas Tüting
- Laboratory for Experimental Dermatology, Department of DermatologyUniversity Hospital MagdeburgMagdeburgGermany
| | - Evelyn Gaffal
- Laboratory for Experimental Dermatology, Department of DermatologyUniversity Hospital MagdeburgMagdeburgGermany
- Department of Dermatology, Allergy, and VenereologyUniversity of LübeckLübeckGermany
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4
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To A, Yu Z, Sugimura R. Recent advancement in the spatial immuno-oncology. Semin Cell Dev Biol 2025; 166:22-28. [PMID: 39705969 DOI: 10.1016/j.semcdb.2024.12.003] [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: 06/21/2024] [Accepted: 12/11/2024] [Indexed: 12/23/2024]
Abstract
Recent advancements in spatial transcriptomics and spatial proteomics enabled the high-throughput profiling of single or multi-cell types and cell states with spatial information. They transformed our understanding of the higher-order architectures and paired cell-cell interactions within a tumor microenvironment (TME). Within less than a decade, this rapidly emerging field has discovered much crucial fundamental knowledge and significantly improved clinical diagnosis in the field of immuno-oncology. This review summarizes the conceptual frameworks to understand spatial omics data and highlights the updated knowledge of spatial immuno-oncology.
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Affiliation(s)
- Alex To
- School of Biomedical Sciences, University of Hong Kong, Hong Kong
| | - Zou Yu
- School of Biomedical Sciences, University of Hong Kong, Hong Kong
| | - Ryohichi Sugimura
- School of Biomedical Sciences, University of Hong Kong, Hong Kong; Centre for Translational Stem Cell Biology, Hong Kong.
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5
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Cigrang M, Obid J, Nogaret M, Seno L, Ye T, Davidson G, Catez P, Berico P, Capelli C, Marechal C, Zachayus A, Elly C, Guillen Navarro MJ, Martinez Diez M, Santamaria Nunez G, Li TK, Compe E, Avilés P, Davidson I, Egly JM, Cuevas C, Coin F. Pan-inhibition of super-enhancer-driven oncogenic transcription by next-generation synthetic ecteinascidins yields potent anti-cancer activity. Nat Commun 2025; 16:512. [PMID: 39779693 PMCID: PMC11711318 DOI: 10.1038/s41467-024-55667-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 12/19/2024] [Indexed: 01/11/2025] Open
Abstract
The plasticity of cancer cells facilitates their ability to adopt heterogeneous differentiation states, posing a significant challenge to therapeutic interventions. Specific gene expression programs, driven in part by super-enhancers (SEs), underlie cancer cell states. Here we successfully inhibit SE-driven transcription in phenotypically distinct metastatic melanoma cells using next-generation synthetic ecteinascidins. Through functional genomic methodologies, we demonstrate that these compounds inhibit the expression of genes encoding lineage-specific or ubiquitous transcription factors/coactivators by selectively targeting the CpG-rich sequences within their promoters and/or enhancers. This prevents the formation of transcription factor/coactivator condensates necessary for SE-dependent gene expression. Consequently, these compounds exhibit cytotoxic activity across distinct subpopulations of metastatic melanoma cells and inhibit tumor proliferation, including those resistant to current therapies. These findings extend to other cancers, like small cell lung cancer, recently approved for ecteinascidin-based treatment. Overall, our study provides preclinical proof that pan-inhibition of SE-dependent genes with synthetic ecteinascidins is a promising therapeutic approach for tumors with heterogeneous transcriptional landscapes.
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Affiliation(s)
- Max Cigrang
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Julian Obid
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Maguelone Nogaret
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Léane Seno
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Tao Ye
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Guillaume Davidson
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Philippe Catez
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Pietro Berico
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
- Department of Pathology, New York University Grossman School of Medicine, New York, USA
- Interdisciplinary Melanoma Cooperative Group, Perlmutter Cancer Center, NYU Langone Health, New York, USA
| | - Clara Capelli
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Clara Marechal
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Amélie Zachayus
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Clémence Elly
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | | | - Marta Martinez Diez
- Cell Biology Department, Research and Development, PharmaMar SA, Colmenar Vejo, Spain
| | - Gema Santamaria Nunez
- Cell Biology Department, Research and Development, PharmaMar SA, Colmenar Vejo, Spain
| | - Tsai-Kun Li
- Graduate Institute of Microbiology, College of Medicine, National Taiwan University, Taipei, Taiwan
- College of Medicine, National Taiwan University, Taipei city, Taiwan
| | - Emmanuel Compe
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Pablo Avilés
- Cell Biology Department, Research and Development, PharmaMar SA, Colmenar Vejo, Spain
| | - Irwin Davidson
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
| | - Jean-Marc Egly
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France
- UMR7104, Illkirch, France
- U1258, Illkirch, France
- Université de Strasbourg, Illkirch, France
- College of Medicine, National Taiwan University, Taipei city, Taiwan
| | - Carmen Cuevas
- Cell Biology Department, Research and Development, PharmaMar SA, Colmenar Vejo, Spain
| | - Frédéric Coin
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire Illkirch Cedex, C.U. Equipe Labélisée Ligue contre le Cancer, Strasbourg, France.
- UMR7104, Illkirch, France.
- U1258, Illkirch, France.
- Université de Strasbourg, Illkirch, France.
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6
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Li Y, Ming R, Zhang T, Gao Z, Wang L, Yang Y, Shen K, Wei C, Zhu Y, Li J, Zheng S, Luo Z, Ding Y, Xuan J, Hu Q, Yang Y, Gu J, Wei C. TCTN1 Induces Fatty Acid Oxidation to Promote Melanoma Metastasis. Cancer Res 2025; 85:84-100. [PMID: 39325960 DOI: 10.1158/0008-5472.can-24-0158] [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: 01/15/2024] [Revised: 06/12/2024] [Accepted: 09/20/2024] [Indexed: 09/28/2024]
Abstract
Metabolic reprogramming promotes and sustains multiple steps of melanoma metastasis. Identification of key regulators of metabolic reprogramming could lead to the development of treatments for preventing and treating metastatic melanoma. In this study, we identified that tectonic family member 1 (TCTN1) promotes melanoma metastasis by increasing fatty acid oxidation (FAO). In clinical melanoma samples, high expression of TCTN1 correlated with increased metastasis and shorter patient survival. Functionally, TCTN1 promoted melanoma invasion and migration in vitro and distant metastasis in vivo and induced a mesenchymal-like phenotype switch. Mechanistically, TCTN1 acted as a protein scaffold to promote the binding of HADHA and HADHB, subunits of the mitochondrial trifunctional protein complex, thus leading to FAO activation. TCTN1-mediated FAO activated the p38/MAPK signaling pathway in melanoma cells, promoting tumor epithelial-mesenchymal transition and stemness. Molecular docking indicated that the prostaglandin F receptor agonist fluprostenol can block HADHA/HADHB binding, which was confirmed experimentally. Treatment with fluprostenol was able to inhibit TCTN1-induced melanoma invasion and metastasis. Taken together, these findings elucidate the mechanism of TCTN1-mediated promotion of melanoma metastasis and support the potential application of fluprostenol for targeted therapy of metastatic melanoma. Significance: TCTN1 activates fatty acid oxidation to induce melanoma mesenchymal phenotype switching and invasion by promoting the binding of the subunits of MTP, which can be targeted with fluprostenol to inhibit melanoma metastasis.
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Affiliation(s)
- Yinlam Li
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Ren Ming
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Tianyi Zhang
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Zixu Gao
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Lu Wang
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Yang Yang
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Kangjie Shen
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Chenlu Wei
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Yu Zhu
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Jianrui Li
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Shaoluan Zheng
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital (Xiamen), Fudan University, Shanghai, P. R. China
| | - Zucheng Luo
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Yiteng Ding
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Jiangying Xuan
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Qianrong Hu
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Yanwen Yang
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Jianying Gu
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Chuanyuan Wei
- Department of Plastic Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
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7
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Kulasinghe A, Berrell N, Donovan ML, Nilges BS. Spatial-Omics Methods and Applications. Methods Mol Biol 2025; 2880:101-146. [PMID: 39900756 DOI: 10.1007/978-1-0716-4276-4_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] [Indexed: 02/05/2025]
Abstract
Traditional tissue profiling approaches have evolved from bulk studies to single-cell analysis over the last decade; however, the spatial context in tissues and microenvironments has always been lost. Over the last 5 years, spatial technologies have emerged that enabled researchers to investigate tissues in situ for proteins and transcripts without losing anatomy and histology. The field of spatial-omics enables highly multiplexed analysis of biomolecules like RNAs and proteins in their native spatial context-and has matured from initial proof-of-concept studies to a thriving field with widespread applications from basic research to translational and clinical studies. While there has been wide adoption of spatial technologies, there remain challenges with the standardization of methodologies, sample compatibility, throughput, resolution, and ease of use. In this chapter, we discuss the current state of the field and highlight technological advances and limitations.
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Affiliation(s)
- Arutha Kulasinghe
- Frazer Institute, Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Queensland Spatial Biology Centre, Wesley Research Institute, The Wesley Hospital, Auchenflower, QLD, Australia
| | - Naomi Berrell
- Queensland Spatial Biology Centre, Wesley Research Institute, The Wesley Hospital, Auchenflower, QLD, Australia
| | - Meg L Donovan
- Queensland Spatial Biology Centre, Wesley Research Institute, The Wesley Hospital, Auchenflower, QLD, Australia
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8
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Zheng DX, Bozym DJ, Tarantino G, Sullivan RJ, Liu D, Jenkins RW. Overcoming Resistance Mechanisms to Melanoma Immunotherapy. Am J Clin Dermatol 2025; 26:77-96. [PMID: 39636504 DOI: 10.1007/s40257-024-00907-7] [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] [Accepted: 11/05/2024] [Indexed: 12/07/2024]
Abstract
The advent of immune checkpoint inhibition has revolutionized treatment of advanced melanoma. While most patients derive survival benefit from established immunotherapies, notably monoclonal antibodies blocking cytotoxic T-lymphocyte antigen 4 and programmed cell death protein 1, a subset does not optimally respond due to the manifestation of innate or acquired resistance to these therapies. Combination regimens have proven efficacious relative to single-agent blockade, but also yield high-grade treatment toxicities that are often dose-limiting for patients. In this review, we discuss the significant strides made in the past half-decade toward expanding the melanoma immunotherapy treatment paradigm. These include newly approved therapies, adoption of neoadjuvant immunotherapy, and studies in the clinical trials pipeline targeting alternative immune checkpoints and key immunoregulatory molecules. We then review how developments in molecular and functional diagnostics have furthered our understanding of the tumor-intrinsic and -extrinsic mechanisms driving immunotherapy resistance, as well as highlight novel biomarkers for predicting treatment response. Throughout, we discuss potential approaches for targeting these resistance mechanisms in rational combination with established immunotherapies to improve outcomes for patients with melanoma.
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Affiliation(s)
- David X Zheng
- Mass General Cancer Center, Krantz Family Center for Cancer Research, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David J Bozym
- Mass General Cancer Center, Krantz Family Center for Cancer Research, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Giuseppe Tarantino
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ryan J Sullivan
- Mass General Cancer Center, Krantz Family Center for Cancer Research, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Russell W Jenkins
- Mass General Cancer Center, Krantz Family Center for Cancer Research, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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9
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Laisné M, Lupien M, Vallot C. Epigenomic heterogeneity as a source of tumour evolution. Nat Rev Cancer 2025; 25:7-26. [PMID: 39414948 DOI: 10.1038/s41568-024-00757-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/16/2024] [Indexed: 10/18/2024]
Abstract
In the past decade, remarkable progress in cancer medicine has been achieved by the development of treatments that target DNA sequence variants. However, a purely genetic approach to treatment selection is hampered by the fact that diverse cell states can emerge from the same genotype. In multicellular organisms, cell-state heterogeneity is driven by epigenetic processes that regulate DNA-based functions such as transcription; disruption of these processes is a hallmark of cancer that enables the emergence of defective cell states. Advances in single-cell technologies have unlocked our ability to quantify the epigenomic heterogeneity of tumours and understand its mechanisms, thereby transforming our appreciation of how epigenomic changes drive cancer evolution. This Review explores the idea that epigenomic heterogeneity and plasticity act as a reservoir of cell states and therefore as a source of tumour evolution. Best practices to quantify epigenomic heterogeneity and explore its various causes and consequences are discussed, including epigenomic reprogramming, stochastic changes and lasting memory. The design of new therapeutic approaches to restrict epigenomic heterogeneity, with the long-term objective of limiting cancer development and progression, is also addressed.
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Affiliation(s)
- Marthe Laisné
- CNRS UMR3244, Institut Curie, PSL University, Paris, France
- Translational Research Department, Institut Curie, PSL University, Paris, France
| | - Mathieu Lupien
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontorio, Canada.
- Department of Medical Biophysics, University of Toronto, Toronto, Ontorio, Canada.
- Ontario Institute for Cancer Research, Toronto, Ontorio, Canada.
| | - Céline Vallot
- CNRS UMR3244, Institut Curie, PSL University, Paris, France.
- Translational Research Department, Institut Curie, PSL University, Paris, France.
- Single Cell Initiative, Institut Curie, PSL University, Paris, France.
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10
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Agudo J, Miao Y. Stemness in solid malignancies: coping with immune attack. Nat Rev Cancer 2025; 25:27-40. [PMID: 39455862 DOI: 10.1038/s41568-024-00760-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/20/2024] [Indexed: 10/28/2024]
Abstract
Immunotherapy has become a key new pillar of cancer treatment, and this has sparked interest in understanding mechanisms of cancer immune evasion. It has long been appreciated that cancers are constituted by heterogeneous populations of tumour cells. This feature is often fuelled by specialized cells that have molecular programs resembling tissue stem cells. Although these cancer stem cells (CSCs) have capacity for unlimited self-renewal and differentiation, it is increasingly evident that some CSCs are capable of achieving remarkable immune resistance. Given that most immunotherapy regiments have overlooked CSC-specific immune-evasive mechanisms, many current treatment strategies often lead to cancer relapse. This Review focuses on advancements in understanding how CSCs in solid tumours achieve their unique immune-evasive properties, enabling them to drive tumour regrowth. Moreover, as cancers often arise from tissue stem cells that acquired oncogenic mutations, we discuss how tissue stem cells undergoing malignant transformation activate intrinsic immune-evasive mechanisms and establish close interactions with suppressive immune cells to escape immune surveillance. In addition, we summarize how in advanced disease stages, CSCs often hijack features of normal stem cells to resist antitumour immunity. Finally, we provide insights in how to design a new generation of cancer immunotherapies to ensure elimination of CSCs.
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Affiliation(s)
- Judith Agudo
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Immunology, Harvard Medical School, Boston, MA, USA.
- Ludwig Center at Harvard, Boston, MA, USA.
- Parker Institute for Cancer Immunotherapy at Dana-Farber Cancer Institute, Boston, MA, USA.
- New York Stem Cell Foundation, Robertson Investigator, New York, NY, USA.
| | - Yuxuan Miao
- Ben May Department of Cancer Research, The University of Chicago, Chicago, IL, USA.
- The University of Chicago Comprehensive Cancer Center, Chicago, IL, USA.
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11
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Wang J, Ye F, Chai H, Jiang Y, Wang T, Ran X, Xia Q, Xu Z, Fu Y, Zhang G, Wu H, Guo G, Guo H, Ruan Y, Wang Y, Xing D, Xu X, Zhang Z. Advances and applications in single-cell and spatial genomics. SCIENCE CHINA. LIFE SCIENCES 2024:10.1007/s11427-024-2770-x. [PMID: 39792333 DOI: 10.1007/s11427-024-2770-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 10/10/2024] [Indexed: 01/12/2025]
Abstract
The applications of single-cell and spatial technologies in recent times have revolutionized the present understanding of cellular states and the cellular heterogeneity inherent in complex biological systems. These advancements offer unprecedented resolution in the examination of the functional genomics of individual cells and their spatial context within tissues. In this review, we have comprehensively discussed the historical development and recent progress in the field of single-cell and spatial genomics. We have reviewed the breakthroughs in single-cell multi-omics technologies, spatial genomics methods, and the computational strategies employed toward the analyses of single-cell atlas data. Furthermore, we have highlighted the advances made in constructing cellular atlases and their clinical applications, particularly in the context of disease. Finally, we have discussed the emerging trends, challenges, and opportunities in this rapidly evolving field.
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Affiliation(s)
- Jingjing Wang
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Fang Ye
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Haoxi Chai
- Life Sciences Institute and The Second Affiliated Hospital, Zhejiang University, Hangzhou, 310058, China
| | - Yujia Jiang
- BGI Research, Shenzhen, 518083, China
- BGI Research, Hangzhou, 310030, China
| | - Teng Wang
- Biomedical Pioneering Innovation Center (BIOPIC) and School of Life Sciences, Peking University, Beijing, 100871, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Xia Ran
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
- Institute of Hematology, Zhejiang University, Hangzhou, 310000, China
| | - Qimin Xia
- Biomedical Pioneering Innovation Center (BIOPIC) and School of Life Sciences, Peking University, Beijing, 100871, China
| | - Ziye Xu
- Department of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Yuting Fu
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
- Center for Stem Cell and Regenerative Medicine, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Guodong Zhang
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
- Center for Stem Cell and Regenerative Medicine, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Hanyu Wu
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China
- Center for Stem Cell and Regenerative Medicine, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Guoji Guo
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China.
- Center for Stem Cell and Regenerative Medicine, Zhejiang University School of Medicine, Hangzhou, 310058, China.
- Zhejiang Provincial Key Lab for Tissue Engineering and Regenerative Medicine, Dr. Li Dak Sum & Yip Yio Chin Center for Stem Cell and Regenerative Medicine, Hangzhou, 310058, China.
- Institute of Hematology, Zhejiang University, Hangzhou, 310000, China.
| | - Hongshan Guo
- Bone Marrow Transplantation Center of the First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China.
- Institute of Hematology, Zhejiang University, Hangzhou, 310000, China.
| | - Yijun Ruan
- Life Sciences Institute and The Second Affiliated Hospital, Zhejiang University, Hangzhou, 310058, China.
| | - Yongcheng Wang
- Department of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, 310058, China.
| | - Dong Xing
- Biomedical Pioneering Innovation Center (BIOPIC) and School of Life Sciences, Peking University, Beijing, 100871, China.
- Beijing Advanced Innovation Center for Genomics (ICG), Peking University, Beijing, 100871, China.
| | - Xun Xu
- BGI Research, Shenzhen, 518083, China.
- BGI Research, Hangzhou, 310030, China.
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI Research, Shenzhen, 518083, China.
| | - Zemin Zhang
- Biomedical Pioneering Innovation Center (BIOPIC) and School of Life Sciences, Peking University, Beijing, 100871, China.
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Viegas J, Costa S, Dias S, Pereira CL, Sarmento B. Patient-Derived Melanoma Immune-Tumoroids as a Platform for Precise High throughput Drug Screening. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2408707. [PMID: 39475010 DOI: 10.1002/advs.202408707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 10/03/2024] [Indexed: 12/28/2024]
Abstract
In vitro models are crucial in cancer research, but they must truthfully mimic in vivo tumors for clinical relevance. The development of unprecedent melanoma quadruple multicellular tumoroids (MCTs) is proposed comprising tumor cells, keratinocytes, fibroblasts, and monocytes that replicate tumor architecture, tumor microenvironment, and secretome behavior. These MCTs of 300 µm in diameter secreted keratin and collagen, showing complexity proportional to their cell combinations. Further, closely resembled in vivo tumors in terms of cells organization, growth, progression, and immune behavior. Drug screening using these MCTs demonstrated their potential as patient-derived platforms for precision medicine. These findings highlight the true value of MCTs for studying melanoma biology and testing therapeutic interventions with greater precision and relevance to human disease.
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Affiliation(s)
- Juliana Viegas
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
| | - Sofia Costa
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
| | - Sofia Dias
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
- INEB-Instituto de Engenharia Biomédica, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
| | - Catarina Leite Pereira
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
- INEB-Instituto de Engenharia Biomédica, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
| | - Bruno Sarmento
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
- INEB-Instituto de Engenharia Biomédica, Universidade do Porto, Rua Alfredo Allen 208, Porto, 4200-135, Portugal
- IUCS-CESPU-Instituto Universitário de Ciências da Saúde, Rua Central de Gandra 1317, Gandra, 4585-116, Portugal
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Li C, Zhang M, Du Y, Liu S, Li D, Zhang S, Ji F, Zhang J, Jiao J. Compromised cell competition exhausts neural stem cells pool. Cell Prolif 2024; 57:e13710. [PMID: 39010274 PMCID: PMC11628731 DOI: 10.1111/cpr.13710] [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: 04/13/2024] [Revised: 06/05/2024] [Accepted: 06/22/2024] [Indexed: 07/17/2024] Open
Abstract
Blood vessels play a crucial role in maintaining the stem cell niche in both tumours and developing organs. Cell competition is critical for tumour progression. We hypothesise that blood vessels may act as a regulator of this process. As a pioneer, the secretions of blood vessels regulate the intensity of cell competition, which is essential for tumour invasion and developmental organ extension. Brd4 expresses highly in endothelial cells within various tumours and is positively correlated with numerous invasive genes, making it an ideal focal point for further research on the relationship between blood vessels and cell competition. Our results indicated that the absence of endothelial Brd4 led to a reduction in neural stem cell mortality and compromised cell competition. Endothelial Brd4 regulated cell competition was dependent on Testican2. Testican2 was capable of depositing Sparc and acted as a suppressor of Sparc. Compromised cell competition resulted in the depletion of neural stem cells and accelerated brain ageing. Testican2 could rescue the run-off of neural stem cells and accelerate the turnover rate of neurons. AD patients show compromised cell competition. Through the cloning of a point mutant of Brd4 identified in a subset of AD patients, it was demonstrated that the mutant lacked the ability to promote cell competition. This study suggests a novel approach for treating age-related diseases by enhancing the intensity of cell competition.
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Affiliation(s)
- Chenxiao Li
- Affiliated Hospital of Guangdong Medical University & Key Laboratory of Zebrafish Model for Development and Disease of Guangdong Medical UniversityZhanjiangChina
- Key Laboratory of Organ Regeneration and Reconstruction, Chinese Academy of ScienceBeijingChina
- University of Chinese Academy of SciencesBeijingChina
- Beijing Institute for Stem Cell and Regenerative Medicine, Institute for Stem Cell and Regeneration, Chinese Academy of SciencesBeijingChina
| | - Mengtian Zhang
- Key Laboratory of Organ Regeneration and Reconstruction, Chinese Academy of ScienceBeijingChina
- Beijing Institute for Stem Cell and Regenerative Medicine, Institute for Stem Cell and Regeneration, Chinese Academy of SciencesBeijingChina
| | - Yushan Du
- College of Basic Medicine, Qingdao UniversityQingdaoChina
| | - Shuang Liu
- Jiaozuo Hospital of Traditional Chinese MedicineHenanChina
| | - Da Li
- Key Laboratory of Organ Regeneration and Reconstruction, Chinese Academy of ScienceBeijingChina
- Beijing Institute for Stem Cell and Regenerative Medicine, Institute for Stem Cell and Regeneration, Chinese Academy of SciencesBeijingChina
| | - Shukui Zhang
- Key Laboratory of Organ Regeneration and Reconstruction, Chinese Academy of ScienceBeijingChina
| | - Fen Ji
- Key Laboratory of Organ Regeneration and Reconstruction, Chinese Academy of ScienceBeijingChina
- Beijing Institute for Stem Cell and Regenerative Medicine, Institute for Stem Cell and Regeneration, Chinese Academy of SciencesBeijingChina
| | - Jingjing Zhang
- Affiliated Hospital of Guangdong Medical University & Key Laboratory of Zebrafish Model for Development and Disease of Guangdong Medical UniversityZhanjiangChina
| | - Jianwei Jiao
- Key Laboratory of Organ Regeneration and Reconstruction, Chinese Academy of ScienceBeijingChina
- University of Chinese Academy of SciencesBeijingChina
- Beijing Institute for Stem Cell and Regenerative Medicine, Institute for Stem Cell and Regeneration, Chinese Academy of SciencesBeijingChina
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14
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Tong X, Burks HE, Ren Z, Koetsier JL, Roth-Carter QR, Green KJ. Crosstalk in Skin: Loss of Desmoglein 1 in Keratinocytes Inhibits BRAF V600E-Induced Cellular Senescence in Human Melanocytes. J Invest Dermatol 2024:S0022-202X(24)02955-5. [PMID: 39581457 DOI: 10.1016/j.jid.2024.10.608] [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: 01/19/2024] [Revised: 10/28/2024] [Accepted: 10/29/2024] [Indexed: 11/26/2024]
Abstract
Melanoma arises from transformation of melanocytes in the basal layer of epidermis where they are surrounded by keratinocytes, with which they interact through cell contact and paracrine communication. Although research focuses on how the accumulation of oncogene and tumor suppressor gene mutations in melanocytes drive melanomagenesis, how alterations in keratinocytes serve as extrinsic drivers of melanoma initiation and progression is poorly understood. We recently identified keratinocyte desmoglein 1 (DSG1) as an mediator of keratinocyte:melanoma crosstalk. In this study, we address the extent to which DSG1 loss, which occurs in response to environmental stress such as UVR, affects early steps in melanomagenesis. RNA-sequencing analysis revealed that paracrine signals from DSG1-deficient keratinocytes mediate a transcriptional switch from a differentiated to undifferentiated cell state in melanocytes expressing BRAFV600E. Of 221 differentially expressed genes in BRAFV600E cells treated with conditioned media from DSG1-deficient keratinocytes, the laminin superfamily member Netrin-4 (NTN4), which inhibits senescence, stood out. Indeed, although BRAFV600E melanocytes treated with conditioned media from DSG1-deficient keratinocytes showed signs of senescence bypass, NTN4 knockdown reversed these effects, whereas ectopic Netrin-4 expression mimicked them. These results suggest that DSG1 loss in keratinocytes provides an extrinsic signal to push melanocytes toward oncogenic transformation once an initial mutation has been introduced.
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Affiliation(s)
- Xin Tong
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois, USA
| | - Hope E Burks
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Ziyou Ren
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jennifer L Koetsier
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Quinn R Roth-Carter
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Kathleen J Green
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois, USA; Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.
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15
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Zhu C, Liao JY, Liu YY, Chen ZY, Chang RZ, Chen XP, Zhang BX, Liang JN. Immune dynamics shaping pre-metastatic and metastatic niches in liver metastases: from molecular mechanisms to therapeutic strategies. Mol Cancer 2024; 23:254. [PMID: 39543660 PMCID: PMC11562679 DOI: 10.1186/s12943-024-02171-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 11/06/2024] [Indexed: 11/17/2024] Open
Abstract
Liver metastases are commonly detected in the advanced stages of various malignant tumors, representing a significant clinical challenge. Throughout the process of liver metastases formation, immune cells play a pivotal role, particularly in the pre-metastatic and metastatic niches within the liver. Immune cells establish extensive and intricate interactions with tumor cells and other components in the liver, collectively promoting and sustaining the growth of liver metastases. Despite the limited efficacy of existing therapeutic modalities against some advanced liver metastases, novel immune-based treatment approaches are continuously being explored and validated. Building on the systematic elucidation of the immunosuppressive characteristics of liver metastases, we explored the potential of novel immunotherapies applicable to patients with liver metastases from multiple dimensions.
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Affiliation(s)
- Chang Zhu
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
| | - Jing-Yu Liao
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
| | - Yi-Yang Liu
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
| | - Ze-Yu Chen
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
| | - Rui-Zhi Chang
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
| | - Xiao-Ping Chen
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China
| | - Bi-Xiang Zhang
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China.
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China.
| | - Jun-Nan Liang
- Hepatic Surgery Center, and Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China.
- Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, P. R. China.
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16
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Green KJ, Pokorny J, Jarrell B. Dangerous liaisons: Loss of keratinocyte control over melanocytes in melanomagenesis. Bioessays 2024; 46:e2400135. [PMID: 39233509 PMCID: PMC11626500 DOI: 10.1002/bies.202400135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 08/14/2024] [Accepted: 08/19/2024] [Indexed: 09/06/2024]
Abstract
Melanomas arise from transformed melanocytes, positioned at the dermal-epidermal junction in the basal layer of the epidermis. Melanocytes are completely surrounded by keratinocyte neighbors, with which they communicate through direct contact and paracrine signaling to maintain normal growth control and homeostasis. UV radiation from sunlight reshapes this communication network to drive a protective tanning response. However, repeated rounds of sun exposure result in accumulation of mutations in melanocytes that have been considered as primary drivers of melanoma initiation and progression. It is now clear that mutations in melanocytes are not sufficient to drive tumor formation-the tumor environment plays a critical role. This review focuses on changes in melanocyte-keratinocyte communication that contribute to melanoma initiation and progression, with a particular focus on recent mechanistic insights that lay a foundation for developing new ways to intercept melanoma development.
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Affiliation(s)
- Kathleen J. Green
- Department of PathologyNorthwestern University Feinberg School of MedicineChicagoUSA
- Department of DermatologyNorthwestern University Feinberg School of MedicineChicagoUSA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern UniversityChicagoUSA
| | - Jenny Pokorny
- Department of PathologyNorthwestern University Feinberg School of MedicineChicagoUSA
| | - Brieanna Jarrell
- Department of PathologyNorthwestern University Feinberg School of MedicineChicagoUSA
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17
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Conway K, Edmiston SN, Vondras A, Reiner A, Corcoran DL, Shen R, Parrish EA, Hao H, Lin L, Kenney JM, Ilelaboye G, Kostrzewa CE, Kuan PF, Busam KJ, Lezcano C, Lee TK, Hernando E, Googe PB, Ollila DW, Moschos S, Gorlov I, Amos CI, Ernstoff MS, Cust AE, Wilmott JS, Scolyer RA, Mann GJ, Vergara IA, Ko J, Rees JR, Yan S, Nagore E, Bosenberg M, Rothberg BG, Osman I, Lee JE, Saenger Y, Bogner P, Thompson CL, Gerstenblith M, Holmen SL, Funchain P, Brunsgaard E, Depcik-Smith ND, Luo L, Boyce T, Orlow I, Begg CB, Berwick M, Thomas NE. DNA Methylation Classes of Stage II and III Primary Melanomas and Their Clinical and Prognostic Significance. JCO Precis Oncol 2024; 8:e2400375. [PMID: 39509669 PMCID: PMC11737429 DOI: 10.1200/po-24-00375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 09/05/2024] [Accepted: 09/20/2024] [Indexed: 11/15/2024] Open
Abstract
PURPOSE Patients with stage II and III cutaneous primary melanoma vary considerably in their risk of melanoma-related death. We explore the ability of methylation profiling to distinguish primary melanoma methylation classes and their associations with clinicopathologic characteristics and survival. MATERIALS AND METHODS InterMEL is a retrospective case-control study that assembled primary cutaneous melanomas from American Joint Committee on Cancer (AJCC) 8th edition stage II and III patients diagnosed between 1998 and 2015 in the United States and Australia. Cases are patients who died of melanoma within 5 years from original diagnosis. Controls survived longer than 5 years without evidence of melanoma recurrence or relapse. Methylation classes, distinguished by consensus clustering of 850K methylation data, were evaluated for their clinicopathologic characteristics, 5-year survival status, and differentially methylated gene sets. RESULTS Among 422 InterMEL melanomas, consensus clustering revealed three primary melanoma methylation classes (MethylClasses): a CpG island methylator phenotype (CIMP) class, an intermediate methylation (IM) class, and a low methylation (LM) class. CIMP and IM were associated with higher AJCC stage (both P = .002), Breslow thickness (CIMP P = .002; IM P = .006), and mitotic index (both P < .001) compared with LM, while IM had higher N stage than CIMP (P = .01) and LM (P = .007). CIMP and IM had a 2-fold higher likelihood of 5-year death from melanoma than LM (CIMP odds ratio [OR], 2.16 [95% CI, 1.18 to 3.96]; IM OR, 2.00 [95% CI, 1.12 to 3.58]) in a multivariable model adjusted for age, sex, log Breslow thickness, ulceration, mitotic index, and N stage. Despite more extensive CpG island hypermethylation in CIMP, CIMP and IM shared similar patterns of differential methylation and gene set enrichment compared with LM. CONCLUSION Melanoma MethylClasses may provide clinical value in predicting 5-year death from melanoma among patients with primary melanoma independent of other clinicopathologic factors.
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Affiliation(s)
- Kathleen Conway
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC
- Department of Dermatology, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sharon N. Edmiston
- Department of Dermatology, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Amanda Vondras
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Allison Reiner
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - David L. Corcoran
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Ronglai Shen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Eloise A. Parrish
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Honglin Hao
- Department of Dermatology, University of North Carolina, Chapel Hill, NC
| | - Lan Lin
- Department of Dermatology, University of North Carolina, Chapel Hill, NC
| | - Jessica M Kenney
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gbemisola Ilelaboye
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Caroline E. Kostrzewa
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Pei Fen Kuan
- Department of Applied Mathematics and Statistics, State University of New York, Stony Brook, NY
| | - Klaus J. Busam
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Cecilia Lezcano
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Tim K. Lee
- British Columbia Cancer Research Center, Vancouver, BC, Canada
| | - Eva Hernando
- Grossman School of Medicine, New York University, New York, NY
| | - Paul B. Googe
- Department of Dermatology, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - David W. Ollila
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Stergios Moschos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, Division of Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Ivan Gorlov
- Department of Medicine, Baylor Medical Center, Houston, TX
| | | | | | - Anne E. Cust
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia
- Melanoma Institute of Australia, The University of Sydney, New South Wales, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - James S. Wilmott
- Melanoma Institute of Australia, The University of Sydney, New South Wales, Australia
| | - Richard A. Scolyer
- Melanoma Institute of Australia, The University of Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Graham J. Mann
- Melanoma Institute of Australia, The University of Sydney, New South Wales, Australia
- John Curtin School of Medical Research, Australian National University, ACT 2601, Australia
| | - Ismael A. Vergara
- Melanoma Institute of Australia, The University of Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia
| | | | - Judy R. Rees
- Department of Epidemiology, Dartmouth Medical School, Lebanon NH
| | - Shaofeng Yan
- Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon NH
| | - Eduardo Nagore
- Instituto Valenciano de Oncologia, Valencia, Spain
- Universidad Católica de Valencia San Vicente Mártir, Valencia, Spain
| | | | | | - Iman Osman
- Grossman School of Medicine, New York University, New York, NY
| | - Jeffrey E. Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yvonne Saenger
- Columbia University Medical School, New York, NY
- Albert Einstein School of Medicine, New York, NY
| | - Paul Bogner
- Departments of Pathology and Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Cheryl L. Thompson
- Case Western Reserve University, Cleveland, OH
- Penn State University, Hershey, PA
| | | | - Sheri L. Holmen
- Department of Surgery, University of Utah Health Sciences Center and Huntsman Cancer Institute, Salt Lake City, UT
| | | | - Elise Brunsgaard
- Department of Dermatology, Rush University Medical Center, Chicago, Il
| | | | - Li Luo
- Department of Internal Medicine and the UNM Comprehensive Cancer Center, Albuquerque, NM
| | - Tawny Boyce
- Department of Internal Medicine and the UNM Comprehensive Cancer Center, Albuquerque, NM
| | - Irene Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Colin B. Begg
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Marianne Berwick
- Department of Internal Medicine and the UNM Comprehensive Cancer Center, Albuquerque, NM
| | - Nancy E. Thomas
- Department of Dermatology, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
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18
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Youssef KK, Narwade N, Arcas A, Marquez-Galera A, Jiménez-Castaño R, Lopez-Blau C, Fazilaty H, García-Gutierrez D, Cano A, Galcerán J, Moreno-Bueno G, Lopez-Atalaya JP, Nieto MA. Two distinct epithelial-to-mesenchymal transition programs control invasion and inflammation in segregated tumor cell populations. NATURE CANCER 2024; 5:1660-1680. [PMID: 39414946 PMCID: PMC11584407 DOI: 10.1038/s43018-024-00839-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/06/2024] [Indexed: 10/18/2024]
Abstract
Epithelial-to-mesenchymal transition (EMT) triggers cell plasticity in embryonic development, adult injured tissues and cancer. Combining the analysis of EMT in cell lines, embryonic neural crest and mouse models of renal fibrosis and breast cancer, we find that there is not a cancer-specific EMT program. Instead, cancer cells dedifferentiate and bifurcate into two distinct and segregated cellular trajectories after activating either embryonic-like or adult-like EMTs to drive dissemination or inflammation, respectively. We show that SNAIL1 acts as a pioneer factor in both EMT trajectories, and PRRX1 drives the progression of the embryonic-like invasive trajectory. We also find that the two trajectories are plastic and interdependent, as the abrogation of the EMT invasive trajectory by deleting Prrx1 not only prevents metastasis but also enhances inflammation, increasing the recruitment of antitumor macrophages. Our data unveil an additional role for EMT in orchestrating intratumor heterogeneity, driving the distribution of functions associated with either inflammation or metastatic dissemination.
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Grants
- This work was supported by grants MICIU RTI2018-096501-B-I00 and MCI PID2021-125682NB-I00 to MAN, RTI2018-102260-B-I00 to JPLA, and PID2022-136854OB-I00 to GMB all funded by MICIU/AEI /10.13039/501100011033 and by FEDER, UE. Funds were also provided by the AECC Scientific Foundation (FC_AECC PROYE19073NIE to MAN and PROYE19036MOR to GMB), Instituto de Salud Carlos III (CIBERONC, CB16/12/00295 to GMB and AC; CIBERER, CB19/07/00038 to MAN), Generalitat Valenciana (Prometeo 2021/45) and the European Research Council (ERC AdG 322694) to MAN, who also acknowledges financial support from Centro de Excelencia Severo Ochoa» Grant CEX2021-001165-S funded by MCIN/AEI/ 10.13039/501100011033. KKY was holder of an EMBO Long-Term fellowship, a “Severo Ochoa Excellence Programme” Postdoctoral contract and currently holds an investigator contract from the AECC Scientific Foundation (Ayudas AECC investigador 2022). N.N held a contract associated with NEUcrest European Union’s Horizon 2020 Research and Innovation Program under Marie Sklodowska-Curie (grant agreement No 860635, ITN NEUcrest to MAN). R.J.C. holds a “Severo Ochoa Excellence Programme” PhD contract (PRE2020-091888).
- MCI PID2021-125682NB-I00
- NEUcrest European Union’s Horizon 2020 Research and Innovation Program under Marie Skłodowska-Curie (grant agreement No 860635, ITN NEUcrest to MAN
- RTI2018-102260-B-I00
- MICIU RTI2018-096501-B-I00
- PID2022-136854OB-I00
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Affiliation(s)
| | - Nitin Narwade
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
| | - Aida Arcas
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | | | | | - Hassan Fazilaty
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
- Department of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
| | | | - Amparo Cano
- Instituto de Investigaciones Biomédicas 'Sols-Morreale' CSIC-UAM, Madrid, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cancer, Instituto de Salud Carlos III, Madrid, Spain
| | - Joan Galcerán
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
- CIBERER, Centro de Investigación Biomédica en Red de Enfermedades Raras, Instituto de Salud Carlos III, Madrid, Spain
| | - Gema Moreno-Bueno
- Instituto de Investigaciones Biomédicas 'Sols-Morreale' CSIC-UAM, Madrid, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cancer, Instituto de Salud Carlos III, Madrid, Spain
- MD Anderson Cancer Center International Foundation, Madrid, Spain
| | | | - M Angela Nieto
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain.
- CIBERER, Centro de Investigación Biomédica en Red de Enfermedades Raras, Instituto de Salud Carlos III, Madrid, Spain.
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19
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Fu Q, Luo Y, Li J, Li H, Liu X, Chen Z, Ni G, Wang T. Caerin 1.1 and 1.9 peptides halt B16 melanoma metastatic tumours via expanding cDC1 and reprogramming tumour macrophages. J Transl Med 2024; 22:973. [PMID: 39468595 PMCID: PMC11514859 DOI: 10.1186/s12967-024-05763-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 10/11/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND Cancer immunotherapy, particularly immune checkpoint inhibitors (ICBs) such as anti-PD-1 antibodies, has revolutionised cancer treatment, although response rates vary among patients. Previous studies have demonstrated that caerin 1.1 and 1.9, host-defence peptides from the Australian tree frog, enhance the effectiveness of anti-PD-1 and therapeutic vaccines in a murine TC-1 model by activating tumour-associated macrophages intratumorally. METHODS We employed a murine B16 melanoma model to investigate the therapeutic potential of caerin 1.1 and 1.9 in combination with anti-CD47 and a therapeutic vaccine (triple therapy, TT). Tumour growth of caerin-injected primary tumours and distant metastatic tumours was assessed, and survival analysis conducted. Single-cell RNA sequencing (scRNAseq) of CD45+ cells isolated from distant tumours was performed to elucidate changes in the tumour microenvironment induced by TT. RESULTS The TT treatment significantly reduced tumour volumes on the treated side compared to untreated and control groups, with notable effects observed by Day 21. Survival analysis indicated extended survival in mice receiving TT, both on the treated and distant sides. scRNAseq revealed a notable expansion of conventional type 1 dendritic cells (cDC1s) and CD4+CD8+ T cells in the TT group. Tumour-associated macrophages in the TT group shifted toward a more immune-responsive M1 phenotype, with enhanced communication observed between cDC1s and CD8+ and CD4+CD25+ T cells. Additionally, TT downregulated M2-like macrophage marker genes, particularly in MHCIIhi and tissue-resident macrophages, suppressing Cd68 and Arg1 expression across all macrophage types. Differential gene expression analysis highlighted pathway alterations, including upregulation of oxidative phosphorylation and MYC target V1 in Arg1hi macrophages, and activation of pro-inflammatory pathways in MHCIIhi and tissue-resident macrophages. CONCLUSION Our findings suggest that caerin 1.1 and 1.9, combined with immunotherapy, effectively modulate the tumour microenvironment in primary and secondary tumours, leading to reduced tumour growth and enhanced systemic immunity. Further investigation into these mechanisms could pave the way for improved combination therapies in advanced melanoma treatment.
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Affiliation(s)
- Quanlan Fu
- Medical School of Guizhou University, Guiyang, Guizhou, 550000, China
| | - Yuandong Luo
- Medical School of Guizhou University, Guiyang, Guizhou, 550000, China
- Cancer Research Institute, First People's Hospital of Foshan, Foshan, Guangdong, 528000, China
| | - Junjie Li
- The First Affiliated Hospital/School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou, 510080, China
- Zhongao Biomedical Technology (Guangdong) Co., Ltd, Zhongshan, Guangdong, 528403, China
| | - Hejie Li
- School of Science, Technology and Engineering, University of the Sunshine Coast, Maroochydore, BC, QLD 4558, Australia
| | - Xiaosong Liu
- Medical School of Guizhou University, Guiyang, Guizhou, 550000, China
- Cancer Research Institute, First People's Hospital of Foshan, Foshan, Guangdong, 528000, China
- The First Affiliated Hospital/School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou, 510080, China
| | - Zhu Chen
- Guiyang Hospital of Stomatology, Guiyang, Guizhou, 550004, China.
| | - Guoying Ni
- Cancer Research Institute, First People's Hospital of Foshan, Foshan, Guangdong, 528000, China.
- The First Affiliated Hospital/School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou, 510080, China.
| | - Tianfang Wang
- School of Science, Technology and Engineering, University of the Sunshine Coast, Maroochydore, BC, QLD 4558, Australia.
- Centre for Bioinnovation, University of the Sunshine Coast, Maroochydore, BC, QLD 4558, Australia.
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20
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Vázquez-Aristizabal P, Henriksen-Lacey M, García-Astrain C, Jimenez de Aberasturi D, Langer J, Epelde C, Litti L, Liz-Marzán LM, Izeta A. Biofabrication and Monitoring of a 3D Printed Skin Model for Melanoma. Adv Healthc Mater 2024; 13:e2401136. [PMID: 38992996 DOI: 10.1002/adhm.202401136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/27/2024] [Indexed: 07/13/2024]
Abstract
There is an unmet need for in vitro cancer models that emulate the complexity of human tissues. 3D-printed solid tumor micromodels based on decellularized extracellular matrices (dECMs) recreate the biomolecule-rich matrix of native tissue. Herein a 3D in vitro metastatic melanoma model that is amenable for drug screening purposes and recapitulates features of both the tumor and the skin microenvironment is described. Epidermal, basement membrane, and dermal biocompatible inks are prepared by means of combined chemical, mechanical, and enzymatic processes. Bioink printability is confirmed by rheological assessment and bioprinting, and bioinks are subsequently combined with melanoma cells and dermal fibroblasts to build complex 3D melanoma models. Cells are tracked by confocal microscopy and surface-enhanced Raman spectroscopy (SERS) mapping. Printed dECMs and cell tracking allow modeling of the initial steps of metastatic disease, and may be used to better understand melanoma cell behavior and response to drugs.
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Affiliation(s)
- Paula Vázquez-Aristizabal
- Stem Cells and Aging Group, Biogipuzkoa Health Research Institute, Paseo Dr. Begiristain s/n, Donostia-San Sebastián, 20014, Spain
- CIC biomaGUNE, Basque Research and Technology Alliance (BRTA), Paseo de Miramón 194, Donostia-San Sebastián, 20014, Spain
| | - Malou Henriksen-Lacey
- CIC biomaGUNE, Basque Research and Technology Alliance (BRTA), Paseo de Miramón 194, Donostia-San Sebastián, 20014, Spain
- Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Donostia-San Sebastián, 20014, Spain
| | - Clara García-Astrain
- CIC biomaGUNE, Basque Research and Technology Alliance (BRTA), Paseo de Miramón 194, Donostia-San Sebastián, 20014, Spain
- Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Donostia-San Sebastián, 20014, Spain
| | - Dorleta Jimenez de Aberasturi
- CIC biomaGUNE, Basque Research and Technology Alliance (BRTA), Paseo de Miramón 194, Donostia-San Sebastián, 20014, Spain
- Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Donostia-San Sebastián, 20014, Spain
- Ikerbasque Basque Foundation for Science, Bilbao, 48009, Spain
| | - Judith Langer
- CIC biomaGUNE, Basque Research and Technology Alliance (BRTA), Paseo de Miramón 194, Donostia-San Sebastián, 20014, Spain
- Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Donostia-San Sebastián, 20014, Spain
| | - Claudia Epelde
- Obstetrics and Gynaecology Service, Donostia University Hospital, Paseo Dr. Begiristain s/n, Donostia-San Sebastián, 20014, Spain
| | - Lucio Litti
- Department of Chemical Sciences, University of Padova, Via Marzolo, 1, Padova, 35131, Italy
| | - Luis M Liz-Marzán
- CIC biomaGUNE, Basque Research and Technology Alliance (BRTA), Paseo de Miramón 194, Donostia-San Sebastián, 20014, Spain
- Centro de Investigación Biomédica en Red, Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Donostia-San Sebastián, 20014, Spain
- Ikerbasque Basque Foundation for Science, Bilbao, 48009, Spain
- Cinbio, Universidade de Vigo, Campus Universitario, Vigo, 36310, Spain
| | - Ander Izeta
- Stem Cells and Aging Group, Biogipuzkoa Health Research Institute, Paseo Dr. Begiristain s/n, Donostia-San Sebastián, 20014, Spain
- School of Engineering, Tecnun-University of Navarra, Donostia-San Sebastián, 20009, Spain
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21
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Cheng X, Cao Y, Liu X, Li Y, Li Q, Gao D, Yu Q. Single-cell and spatial omics unravel the spatiotemporal biology of tumour border invasion and haematogenous metastasis. Clin Transl Med 2024; 14:e70036. [PMID: 39350478 PMCID: PMC11442492 DOI: 10.1002/ctm2.70036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 08/14/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
Solid tumours exhibit a well-defined architecture, comprising a differentiated core and a dynamic border that interfaces with the surrounding tissue. This border, characterised by distinct cellular morphology and molecular composition, serves as a critical determinant of the tumour's invasive behaviour. Notably, the invasive border of the primary tumour represents the principal site for intravasation of metastatic cells. These cells, known as circulating tumour cells (CTCs), function as 'seeds' for distant dissemination and display remarkable heterogeneity. Advancements in spatial sequencing technology are progressively unveiling the spatial biological features of tumours. However, systematic investigations specifically targeting the characteristics of the tumour border remain scarce. In this comprehensive review, we illuminate key biological insights along the tumour body-border-haematogenous metastasis axis over the past five years. We delineate the distinctive landscape of tumour invasion boundaries and delve into the intricate heterogeneity and phenotype of CTCs, which orchestrate haematogenous metastasis. These insights have the potential to explain the basis of tumour invasion and distant metastasis, offering new perspectives for the development of more complex and precise clinical interventions and treatments.
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Affiliation(s)
- Xifu Cheng
- Department of Gastroenterology and Hepatologythe Second Affiliated HospitalJiangxi Medical CollegeNanchang UniversityNanchangChina
- Department of Pathogen Biology and ImmunologySchool of Basic Medical SciencesJiangxi Medical CollegeNanchang UniversityNanchangChina
| | - Yuke Cao
- Department of Gastroenterology and Hepatologythe Second Affiliated HospitalJiangxi Medical CollegeNanchang UniversityNanchangChina
| | - Xiangyi Liu
- Queen Mary SchoolJiangxi Medical CollegeNanchang UniversityNanchangChina
| | - Yuanheng Li
- Queen Mary SchoolJiangxi Medical CollegeNanchang UniversityNanchangChina
| | - Qing Li
- Department of Oncologythe Second Affiliated HospitalJiangxi Medical CollegeNanchang UniversityNanchangChina
| | - Dian Gao
- Department of Gastroenterology and Hepatologythe Second Affiliated HospitalJiangxi Medical CollegeNanchang UniversityNanchangChina
- Department of Pathogen Biology and ImmunologySchool of Basic Medical SciencesJiangxi Medical CollegeNanchang UniversityNanchangChina
| | - Qiongfang Yu
- Department of Gastroenterology and Hepatologythe Second Affiliated HospitalJiangxi Medical CollegeNanchang UniversityNanchangChina
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22
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Wang N, Hong W, Wu Y, Chen Z, Bai M, Wang W, Zhu J. Next-generation spatial transcriptomics: unleashing the power to gear up translational oncology. MedComm (Beijing) 2024; 5:e765. [PMID: 39376738 PMCID: PMC11456678 DOI: 10.1002/mco2.765] [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: 04/20/2024] [Revised: 08/30/2024] [Accepted: 09/03/2024] [Indexed: 10/09/2024] Open
Abstract
The growing advances in spatial transcriptomics (ST) stand as the new frontier bringing unprecedented influences in the realm of translational oncology. This has triggered systemic experimental design, analytical scope, and depth alongside with thorough bioinformatics approaches being constantly developed in the last few years. However, harnessing the power of spatial biology and streamlining an array of ST tools to achieve designated research goals are fundamental and require real-world experiences. We present a systemic review by updating the technical scope of ST across different principal basis in a timeline manner hinting on the generally adopted ST techniques used within the community. We also review the current progress of bioinformatic tools and propose in a pipelined workflow with a toolbox available for ST data exploration. With particular interests in tumor microenvironment where ST is being broadly utilized, we summarize the up-to-date progress made via ST-based technologies by narrating studies categorized into either mechanistic elucidation or biomarker profiling (translational oncology) across multiple cancer types and their ways of deploying the research through ST. This updated review offers as a guidance with forward-looking viewpoints endorsed by many high-resolution ST tools being utilized to disentangle biological questions that may lead to clinical significance in the future.
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Affiliation(s)
- Nan Wang
- Cosmos Wisdom Biotech Co. LtdHangzhouChina
| | - Weifeng Hong
- Department of Radiation OncologyZhejiang Cancer HospitalHangzhouChina
- Hangzhou Institute of Medicine (HIM)Chinese Academy of SciencesHangzhouChina
- Zhejiang Key Laboratory of Radiation OncologyHangzhouChina
| | - Yixing Wu
- Department of Pulmonary and Critical Care MedicineZhongshan HospitalFudan UniversityShanghaiChina
| | - Zhe‐Sheng Chen
- Department of Pharmaceutical SciencesCollege of Pharmacy and Health SciencesInstitute for BiotechnologySt. John's UniversityQueensNew YorkUSA
| | - Minghua Bai
- Department of Radiation OncologyZhejiang Cancer HospitalHangzhouChina
- Hangzhou Institute of Medicine (HIM)Chinese Academy of SciencesHangzhouChina
- Zhejiang Key Laboratory of Radiation OncologyHangzhouChina
| | | | - Ji Zhu
- Department of Radiation OncologyZhejiang Cancer HospitalHangzhouChina
- Hangzhou Institute of Medicine (HIM)Chinese Academy of SciencesHangzhouChina
- Zhejiang Key Laboratory of Radiation OncologyHangzhouChina
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23
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Taglialatela I, Indini A, Santanelli G, Di Liberti G, Di Guardo L, De Braud F, Del Vecchio M. Melanoma and sex hormones: Pathogenesis, progressive disease and response to treatments. TUMORI JOURNAL 2024; 110:309-318. [PMID: 38372040 DOI: 10.1177/03008916241231687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Cutaneous melanoma represents the fifth tumor in terms of incidence in young adults, with a major involvement of males than females. Despite the significant changes in available effective treatments for cutaneous melanoma, there is still a proportion of patients that do not benefit long-term disease control with immune checkpoint inhibitors and/or BRAF/MEK inhibitors, and eventually develop progressive disease. In addition to the emerging biomarkers under investigation to understand resistance to treatments, recent studies resumed the role of sex hormones (estrogens, progesterone and androgens) in melanoma patients. In the last decades, the impact of sex hormones has been considered controversial in melanoma patients, but actual growing preclinical and clinical evidence underline the potential influence on melanoma cells' growth, tumor microenvironment, the immune system and consequently on the course of disease.This review will provide available insights on the role of sex hormones in melanoma pathogenesis, disease progression and response/resistance to systemic treatments. We will also offer an overview on the recent studies on the theme, describing the hormonal contribution to disease response and the interaction with targeted therapies and immune-checkpoint inhibitors in cutaneous melanoma patients, illustrating an insight into future research in this field.
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Affiliation(s)
- Ida Taglialatela
- Melanoma Medical Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Alice Indini
- Melanoma Medical Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Giulia Santanelli
- Melanoma Medical Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Giorgia Di Liberti
- Melanoma Medical Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Lorenza Di Guardo
- Melanoma Medical Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Filippo De Braud
- Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
- Università degli studi di Milano, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Michele Del Vecchio
- Melanoma Medical Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
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24
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Tirosh I, Suva ML. Cancer cell states: Lessons from ten years of single-cell RNA-sequencing of human tumors. Cancer Cell 2024; 42:1497-1506. [PMID: 39214095 DOI: 10.1016/j.ccell.2024.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/22/2024] [Accepted: 08/06/2024] [Indexed: 09/04/2024]
Abstract
Human tumors are intricate ecosystems composed of diverse genetic clones and malignant cell states that evolve in a complex tumor micro-environment. Single-cell RNA-sequencing (scRNA-seq) provides a compelling strategy to dissect this intricate biology and has enabled a revolution in our ability to understand tumor biology over the last ten years. Here we reflect on this first decade of scRNA-seq in human tumors and highlight some of the powerful insights gleaned from these studies. We first focus on computational approaches for robustly defining cancer cell states and their diversity and highlight some of the most common patterns of gene expression intra-tumor heterogeneity (eITH) observed across cancer types. We then discuss ambiguities in the field in defining and naming such eITH programs. Finally, we highlight critical developments that will facilitate future research and the broader implementation of these technologies in clinical settings.
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Affiliation(s)
- Itay Tirosh
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel.
| | - Mario L Suva
- Department of Pathology and Krantz Family Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
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25
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Vera O, Martinez M, Soto-Vargas Z, Wang K, Xu X, Ruiz-Buceta S, Mecozzi N, Chadourne M, Posorske B, Angarita A, Bok I, Liu Q, Murikipudi H, Kim Y, Messina JL, Tsai KY, Major MB, Lau EK, Yu X, Ibanez-de-Caceres I, Karreth FA. The small MAF transcription factor MAFG co-opts MITF to promote melanoma progression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.03.611024. [PMID: 39282450 PMCID: PMC11398417 DOI: 10.1101/2024.09.03.611024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Transcription factor deregulation potently drives melanoma progression by dynamically and reversibly controlling gene expression programs. We previously identified the small MAF family transcription factor MAFG as a putative driver of melanoma progression, prompting an in-depth evaluation of its role in melanoma. MAFG expression increases with human melanoma stages and ectopic MAFG expression enhances the malignant behavior of human melanoma cells in vitro, xenograft models, and genetic mouse models of spontaneous melanoma. Moreover, MAFG induces a melanoma phenotype switch from a melanocytic state to a more dedifferentiated state. Mechanistically, MAFG interacts with the lineage transcription factor MITF which is required for the pro-tumorigenic effects of MAFG. MAFG and MITF co-occupy numerous genomic sites and MAFG overexpression influences the expression of genes harboring binding sites for the MAFG~MITF complex. These results establish MAFG as a potent driver of melanomagenesis through dimerization with MITF and uncover an unappreciated mechanism of MITF regulation.
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Affiliation(s)
- Olga Vera
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
- Biomarkers and Experimental Therapeutics in Cancer, IdiPAZ, 28046 Madrid, Spain
- Cancer Epigenetics Laboratory, INGEMM, La Paz University Hospital, 28046 Madrid, Spain
| | - Michael Martinez
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Zulaida Soto-Vargas
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Kaizhen Wang
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
- Cancer Biology PhD Program, University of South Florida, Tampa, FL 33612, USA
| | - Xiaonan Xu
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Sara Ruiz-Buceta
- Biomarkers and Experimental Therapeutics in Cancer, IdiPAZ, 28046 Madrid, Spain
- Cancer Epigenetics Laboratory, INGEMM, La Paz University Hospital, 28046 Madrid, Spain
| | - Nicol Mecozzi
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
- Cancer Biology PhD Program, University of South Florida, Tampa, FL 33612, USA
| | - Manon Chadourne
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Benjamin Posorske
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Ariana Angarita
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Ilah Bok
- Department of Cell Biology and Physiology, Washington University, St. Louis, MO 63110, USA
| | - Qian Liu
- Cancer Biology PhD Program, University of South Florida, Tampa, FL 33612, USA
- Department of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Harini Murikipudi
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Yumi Kim
- Department of Metabolism and Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Jane L. Messina
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Kenneth Y. Tsai
- Department of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
- Department of Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Michael B. Major
- Department of Cell Biology and Physiology, Washington University, St. Louis, MO 63110, USA
| | - Eric K. Lau
- Department of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Xiaoqing Yu
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Inmaculada Ibanez-de-Caceres
- Biomarkers and Experimental Therapeutics in Cancer, IdiPAZ, 28046 Madrid, Spain
- Cancer Epigenetics Laboratory, INGEMM, La Paz University Hospital, 28046 Madrid, Spain
| | - Florian A. Karreth
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
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26
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Laguillaumie MO, Titah S, Guillemette A, Neve B, Leprêtre F, Ségard P, Shaik FA, Collard D, Gerbedoen JC, Fléchon L, Hasan Bou Issa L, Vincent A, Figeac M, Sebda S, Villenet C, Kluza J, Laine W, Fournier I, Gimeno JP, Wisztorski M, Manier S, Tarhan MC, Quesnel B, Idziorek T, Touil Y. Deciphering genetic and nongenetic factors underlying tumour dormancy: insights from multiomics analysis of two syngeneic MRD models of melanoma and leukemia. Biol Res 2024; 57:59. [PMID: 39223638 PMCID: PMC11370043 DOI: 10.1186/s40659-024-00540-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Tumour dormancy, a resistance mechanism employed by cancer cells, is a significant challenge in cancer treatment, contributing to minimal residual disease (MRD) and potential relapse. Despite its clinical importance, the mechanisms underlying tumour dormancy and MRD remain unclear. In this study, we employed two syngeneic murine models of myeloid leukemia and melanoma to investigate the genetic, epigenetic, transcriptomic and protein signatures associated with tumour dormancy. We used a multiomics approach to elucidate the molecular mechanisms driving MRD and identify potential therapeutic targets. RESULTS We conducted an in-depth omics analysis encompassing whole-exome sequencing (WES), copy number variation (CNV) analysis, chromatin immunoprecipitation followed by sequencing (ChIP-seq), transcriptome and proteome investigations. WES analysis revealed a modest overlap of gene mutations between melanoma and leukemia dormancy models, with a significant number of mutated genes found exclusively in dormant cells. These exclusive genetic signatures suggest selective pressure during MRD, potentially conferring resistance to the microenvironment or therapies. CNV, histone marks and transcriptomic gene expression signatures combined with Gene Ontology (GO) enrichment analysis highlighted the potential functional roles of the mutated genes, providing insights into the pathways associated with MRD. In addition, we compared "murine MRD genes" profiles to the corresponding human disease through public datasets and highlighted common features according to disease progression. Proteomic analysis combined with multi-omics genetic investigations, revealed a dysregulated proteins signature in dormant cells with minimal genetic mechanism involvement. Pathway enrichment analysis revealed the metabolic, differentiation and cytoskeletal remodeling processes involved in MRD. Finally, we identified 11 common proteins differentially expressed in dormant cells from both pathologies. CONCLUSIONS Our study underscores the complexity of tumour dormancy, implicating both genetic and nongenetic factors. By comparing genomic, transcriptomic, proteomic, and epigenomic datasets, our study provides a comprehensive understanding of the molecular landscape of minimal residual disease. These results provide a robust foundation for forthcoming investigations and offer potential avenues for the advancement of targeted MRD therapies in leukemia and melanoma patients, emphasizing the importance of considering both genetic and nongenetic factors in treatment strategies.
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Affiliation(s)
- Marie-Océane Laguillaumie
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
- Inserm, U1003-PHYCEL-Physiologie Cellulaire, Univ. Lille, 59000, Lille, France
| | - Sofia Titah
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
- Inserm, U1003-PHYCEL-Physiologie Cellulaire, Univ. Lille, 59000, Lille, France
| | - Aurélie Guillemette
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Bernadette Neve
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Frederic Leprêtre
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UAR 2014-PLBS, Univ. Lille, 59000, Lille, France
| | - Pascaline Ségard
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Faruk Azam Shaik
- LIMMS/CNRS-IIS IRL2820, The University of Tokyo, Tokyo, Japan
- CNRS, IIS, COL, Univ. Lille SMMiL-E Project, Lille, France
| | - Dominique Collard
- LIMMS/CNRS-IIS IRL2820, The University of Tokyo, Tokyo, Japan
- CNRS, IIS, COL, Univ. Lille SMMiL-E Project, Lille, France
| | - Jean-Claude Gerbedoen
- LIMMS/CNRS-IIS IRL2820, The University of Tokyo, Tokyo, Japan
- CNRS, IIS, COL, Univ. Lille SMMiL-E Project, Lille, France
- Department of Health and Environment, Junia HEI-ISEN-ISA, Lille, France
| | - Léa Fléchon
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Lama Hasan Bou Issa
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Audrey Vincent
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Martin Figeac
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UAR 2014-PLBS, Univ. Lille, 59000, Lille, France
| | - Shéhérazade Sebda
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UAR 2014-PLBS, Univ. Lille, 59000, Lille, France
| | - Céline Villenet
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UAR 2014-PLBS, Univ. Lille, 59000, Lille, France
| | - Jérôme Kluza
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - William Laine
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Isabelle Fournier
- Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Univ. Lille, 59000, Lille, France
| | - Jean-Pascal Gimeno
- Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Univ. Lille, 59000, Lille, France
| | - Maxence Wisztorski
- Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Univ. Lille, 59000, Lille, France
| | - Salomon Manier
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Mehmet Cagatay Tarhan
- CNRS, IIS, COL, Univ. Lille SMMiL-E Project, Lille, France
- Department of Health and Environment, Junia HEI-ISEN-ISA, Lille, France
- CNRS, Centrale Lille, Polytechnique Hauts-de-France, Junia, UMR 8520-IEMN, Univ. Lille, Villeneuve d'Ascq, France
| | - Bruno Quesnel
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Thierry Idziorek
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France
| | - Yasmine Touil
- CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, 59000, Lille, France.
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27
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Nadalin F, Marzi MJ, Pirra Piscazzi M, Fuentes-Bravo P, Procaccia S, Climent M, Bonetti P, Rubolino C, Giuliani B, Papatheodorou I, Marioni JC, Nicassio F. Multi-omic lineage tracing predicts the transcriptional, epigenetic and genetic determinants of cancer evolution. Nat Commun 2024; 15:7609. [PMID: 39218912 PMCID: PMC11366763 DOI: 10.1038/s41467-024-51424-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Cancer is a highly heterogeneous disease, where phenotypically distinct subpopulations coexist and can be primed to different fates. Both genetic and epigenetic factors may drive cancer evolution, however little is known about whether and how such a process is pre-encoded in cancer clones. Using single-cell multi-omic lineage tracing and phenotypic assays, we investigate the predictive features of either tumour initiation or drug tolerance within the same cancer population. Clones primed to tumour initiation in vivo display two distinct transcriptional states at baseline. Remarkably, these states share a distinctive DNA accessibility profile, highlighting an epigenetic basis for tumour initiation. The drug tolerant niche is also largely pre-encoded, but only partially overlaps the tumour-initiating one and evolves following two genetically and transcriptionally distinct trajectories. Our study highlights coexisting genetic, epigenetic and transcriptional determinants of cancer evolution, unravelling the molecular complexity of pre-encoded tumour phenotypes.
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Affiliation(s)
- F Nadalin
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy.
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK.
| | - M J Marzi
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - M Pirra Piscazzi
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - P Fuentes-Bravo
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - S Procaccia
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - M Climent
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - P Bonetti
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - C Rubolino
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - B Giuliani
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - I Papatheodorou
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK
| | - J C Marioni
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - F Nicassio
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy.
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28
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Kumaran G, Carroll L, Muirhead N, Bottomley MJ. How Can Spatial Transcriptomic Profiling Advance Our Understanding of Skin Diseases? J Invest Dermatol 2024:S0022-202X(24)01926-2. [PMID: 39177547 DOI: 10.1016/j.jid.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/23/2024] [Accepted: 07/04/2024] [Indexed: 08/24/2024]
Abstract
Spatial transcriptomic (ST) profiling is the mapping of gene expression within cell populations with preservation of positional context and represents an exciting new approach to develop our understanding of local and regional influences upon skin biology in health and disease. With the ability to probe from a few hundred transcripts to the entire transcriptome, multiple ST approaches are now widely available. In this paper, we review the ST field and discuss its application to dermatology. Its potential to advance our understanding of skin biology in health and disease is highlighted through the illustrative examples of 3 research areas: cutaneous aging, tumorigenesis, and psoriasis.
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Affiliation(s)
- Girishkumar Kumaran
- Chinese Academy of Medical Sciences Oxford Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Liam Carroll
- Chinese Academy of Medical Sciences Oxford Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | | | - Matthew J Bottomley
- Chinese Academy of Medical Sciences Oxford Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.
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29
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Soukar I, Fisher R, Bhagavatula S, Collard M, Cole PA, Alani RM. The CoREST complex is a therapeutic vulnerability in malignant peripheral nerve sheath tumors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.17.607802. [PMID: 39229179 PMCID: PMC11370389 DOI: 10.1101/2024.08.17.607802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Malignant peripheral nerve sheath tumor (MPNST) is a highly aggressive sarcoma that may be seen in patients with neurofibromatosis type 1 (NF1) or occur sporadically. While surgery is the primary treatment for localized MPNST with a 61.9% overall survival rate, metastatic disease is often fatal due to resistance to systemic therapies which underscores the urgent need for effective treatments. MPNSTs frequently harbor inactivating driver mutations in the PRC2 epigenetic repressor complex suggesting epigenetic therapies may represent a specific vulnerability in these tumors. Here, we investigate the role of the LSD1-HDAC1-CoREST (LHC) repressor complex in mediating MPNST tumor growth and progression. Our findings demonstrate that the LHC small molecule inhibitor, corin, induces apoptosis and significantly inhibits proliferation in MPNST cells. Transcriptomic analysis of corin-treated MPNST cells demonstrates specific increases in genes associated with axonogenesis and neuronal differentiation as well as altered extracellular matrix; additionally, corin treatment is shown to inhibit MPNST invasion in vitro. These results underscore the critical role of the LHC complex in facilitating MPNST growth and progression and suggest that targeting the LHC complex represents a promising therapeutic approach for this aggressive malignancy.
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30
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Limonta P, Chiaramonte R, Casati L. Unveiling the Dynamic Interplay between Cancer Stem Cells and the Tumor Microenvironment in Melanoma: Implications for Novel Therapeutic Strategies. Cancers (Basel) 2024; 16:2861. [PMID: 39199632 PMCID: PMC11352669 DOI: 10.3390/cancers16162861] [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: 06/28/2024] [Revised: 08/07/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
Cutaneous melanoma still represents a significant health burden worldwide, being responsible for the majority of skin cancer deaths. Key advances in therapeutic strategies have significantly improved patient outcomes; however, most patients experience drug resistance and tumor relapse. Cancer stem cells (CSCs) are a small subpopulation of cells in different tumors, including melanoma, endowed with distinctive capacities of self-renewal and differentiation into bulk tumor cells. Melanoma CSCs are characterized by the expression of specific biomarkers and intracellular pathways; moreover, they play a pivotal role in tumor onset, progression and drug resistance. In recent years, great efforts have been made to dissect the molecular mechanisms underlying the protumor activities of melanoma CSCs to provide the basis for novel CSC-targeted therapies. Herein, we highlight the intricate crosstalk between melanoma CSCs and bystander cells in the tumor microenvironment (TME), including immune cells, endothelial cells and cancer-associated fibroblasts (CAFs), and its role in melanoma progression. Specifically, we discuss the peculiar capacities of melanoma CSCs to escape the host immune surveillance, to recruit immunosuppressive cells and to educate immune cells toward an immunosuppressive and protumor phenotype. We also address currently investigated CSC-targeted strategies that could pave the way for new promising therapeutic approaches for melanoma care.
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Affiliation(s)
- Patrizia Limonta
- Department of Pharmacological and Biomolecular Sciences “R. Paoletti”, Università degli Studi di Milano, 20133 Milan, Italy
| | - Raffaella Chiaramonte
- Department of Health Sciences, Università degli Studi di Milano, 20142 Milan, Italy;
| | - Lavinia Casati
- Department of Health Sciences, Università degli Studi di Milano, 20142 Milan, Italy;
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31
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Abstract
Metastasis is the ultimate and often lethal stage of cancer. Metastasis occurs in three phases that may vary across individuals: First, dissemination from the primary tumor. Second, tumor dormancy at the metastatic site where micrometastatic cancer cells remain quiescent or, in dynamic cycles of proliferation and elimination, remaining clinically undetectable. Finally, cancer cells are able to overcome microenvironmental constraints for outgrowth, or the formation of clinically detectable macrometastases that colonize distant organs and are largely incurable. A variety of approaches have been used to model metastasis to elucidate molecular mechanisms and identify putative therapeutic targets. In particular, metastatic dormancy has been challenging to model in vivo due to the sparse numbers of cancer cells in micrometastasis nodules and the long latency times required for tumor outgrowth. Here, we review state-of-the art genetically engineered mouse, syngeneic, and patient-derived xenograft approaches for modeling metastasis and dormancy. We describe the advantages and limitations of various metastasis models, novel findings enabled by such approaches, and highlight opportunities for future improvement.
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Affiliation(s)
- Ahmed Mahmoud
- Program in Pharmacology, Weill Cornell Graduate School of Medical Sciences, New York, New York 10065, USA
- Molecular Pharmacology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Karuna Ganesh
- Molecular Pharmacology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
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32
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Brombin A, Patton EE. Melanocyte lineage dynamics in development, growth and disease. Development 2024; 151:dev201266. [PMID: 39092608 DOI: 10.1242/dev.201266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
Melanocytes evolved to produce the melanin that gives colour to our hair, eyes and skin. The melanocyte lineage also gives rise to melanoma, the most lethal form of skin cancer. The melanocyte lineage differentiates from neural crest cells during development, and most melanocytes reside in the skin and hair, where they are replenished by melanocyte stem cells. Because the molecular mechanisms necessary for melanocyte specification, migration, proliferation and differentiation are co-opted during melanoma initiation and progression, studying melanocyte development is directly relevant to human disease. Here, through the lens of advances in cellular omic and genomic technologies, we review the latest findings in melanocyte development and differentiation, and how these developmental pathways become dysregulated in disease.
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Affiliation(s)
- Alessandro Brombin
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
- Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
| | - E Elizabeth Patton
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
- Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
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33
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Magrill J, Moldoveanu D, Gu J, Lajoie M, Watson IR. Mapping the single cell spatial immune landscapes of the melanoma microenvironment. Clin Exp Metastasis 2024; 41:301-312. [PMID: 38217840 PMCID: PMC11374855 DOI: 10.1007/s10585-023-10252-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Accepted: 11/27/2023] [Indexed: 01/15/2024]
Abstract
Melanoma is a highly immunogenic malignancy with an elevated mutational burden, diffuse lymphocytic infiltration, and one of the highest response rates to immune checkpoint inhibitors (ICIs). However, over half of all late-stage patients treated with ICIs will either not respond or develop progressive disease. Spatial imaging technologies are being increasingly used to study the melanoma tumor microenvironment (TME). The goal of such studies is to understand the complex interplay between the stroma, melanoma cells, and immune cell-types as well as their association with treatment response. Investigators seeking a better understanding of the role of cell location within the TME and the importance of spatial expression of biomarkers are increasingly turning to highly multiplexed imaging approaches to more accurately measure immune infiltration as well as to quantify receptor-ligand interactions (such as PD-1 and PD-L1) and cell-cell contacts. CyTOF-IMC (Cytometry by Time of Flight - Imaging Mass Cytometry) has enabled high-dimensional profiling of melanomas, allowing researchers to identify complex cellular subpopulations and immune cell interactions with unprecedented resolution. Other spatial imaging technologies, such as multiplexed immunofluorescence and spatial transcriptomics, have revealed distinct patterns of immune cell infiltration, highlighting the importance of spatial relationships, and their impact in modulating immunotherapy responses. Overall, spatial imaging technologies are just beginning to transform our understanding of melanoma biology, providing new avenues for biomarker discovery and therapeutic development. These technologies hold great promise for advancing personalized medicine to improve patient outcomes in melanoma and other solid malignancies.
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Affiliation(s)
- Jamie Magrill
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, QC, Canada
- Department of Human Genetics, McGill University, Montréal, QC, Canada
| | - Dan Moldoveanu
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, QC, Canada
| | - Jiayao Gu
- Department of Human Genetics, McGill University, Montréal, QC, Canada
| | - Mathieu Lajoie
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, QC, Canada
| | - Ian R Watson
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, QC, Canada.
- Department of Human Genetics, McGill University, Montréal, QC, Canada.
- Department of Biochemistry, McGill University, Montréal, QC, Canada.
- Research Institute of the McGill University Health Centre, Montréal, QC, Canada.
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34
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Lu Y, Travnickova J, Badonyi M, Rambow F, Coates A, Khan Z, Marques J, Murphy LC, Garcia-Martinez P, Marais R, Louphrasitthiphol P, Chan AHY, Schofield CJ, von Kriegsheim A, Marsh JA, Pavet V, Sansom OJ, Illingworth RS, Patton EE. ALDH1A3-acetaldehyde metabolism potentiates transcriptional heterogeneity in melanoma. Cell Rep 2024; 43:114406. [PMID: 38963759 PMCID: PMC11290356 DOI: 10.1016/j.celrep.2024.114406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 05/08/2024] [Accepted: 06/11/2024] [Indexed: 07/06/2024] Open
Abstract
Cancer cellular heterogeneity and therapy resistance arise substantially from metabolic and transcriptional adaptations, but how these are interconnected is poorly understood. Here, we show that, in melanoma, the cancer stem cell marker aldehyde dehydrogenase 1A3 (ALDH1A3) forms an enzymatic partnership with acetyl-coenzyme A (CoA) synthetase 2 (ACSS2) in the nucleus to couple high glucose metabolic flux with acetyl-histone H3 modification of neural crest (NC) lineage and glucose metabolism genes. Importantly, we show that acetaldehyde is a metabolite source for acetyl-histone H3 modification in an ALDH1A3-dependent manner, providing a physiologic function for this highly volatile and toxic metabolite. In a zebrafish melanoma residual disease model, an ALDH1-high subpopulation emerges following BRAF inhibitor treatment, and targeting these with an ALDH1 suicide inhibitor, nifuroxazide, delays or prevents BRAF inhibitor drug-resistant relapse. Our work reveals that the ALDH1A3-ACSS2 couple directly coordinates nuclear acetaldehyde-acetyl-CoA metabolism with specific chromatin-based gene regulation and represents a potential therapeutic vulnerability in melanoma.
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Affiliation(s)
- Yuting Lu
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK; Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK
| | - Jana Travnickova
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK; Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK
| | - Mihaly Badonyi
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Florian Rambow
- Department of Applied Computational Cancer Research, Institute for AI in Medicine (IKIM), University Hospital Essen, 45131 Essen, Germany; University of Duisburg-Essen, 45141 Essen, Germany
| | - Andrea Coates
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK; Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK
| | - Zaid Khan
- Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK
| | - Jair Marques
- Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK
| | - Laura C Murphy
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Pablo Garcia-Martinez
- Insitute of Genetics and Cancer, The Univeristy of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Richard Marais
- Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park SK10 4TG, UK; Oncodrug Ltd, Alderley Park, Macclesfield SK10 4TG, UK
| | - Pakavarin Louphrasitthiphol
- Ludwig Institute for Cancer Research, Nuffield Department of Clinical Medicine, University of Oxford, Headington, Oxford OX3 7DQ, UK
| | - Alex H Y Chan
- Department of Chemistry and the Ineos Oxford Institute for Antimicrobial Research, Chemistry Research Laboratory, University of Oxford, 12 Mansfield Road, Oxford OX1 5JJ, UK
| | - Christopher J Schofield
- Department of Chemistry and the Ineos Oxford Institute for Antimicrobial Research, Chemistry Research Laboratory, University of Oxford, 12 Mansfield Road, Oxford OX1 5JJ, UK
| | - Alex von Kriegsheim
- Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK
| | - Joseph A Marsh
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Valeria Pavet
- Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park SK10 4TG, UK; Cancer Research UK Beatson Institute, CRUK Scotland Centre, Garscube Estate, Switchback Road, Bearsden Glasgow G61 1BD, UK
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, CRUK Scotland Centre, Garscube Estate, Switchback Road, Bearsden Glasgow G61 1BD, UK; School of Cancer Sciences, University of Glasgow, Glasgow G12 0ZD, UK
| | - Robert S Illingworth
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, The University of Edinburgh, Edinburgh BioQuarter, Edinburgh EH16 4UU, UK
| | - E Elizabeth Patton
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK; Edinburgh Cancer Research, CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XR, UK.
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35
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Love NR, Williams C, Killingbeck EE, Merleev A, Saffari Doost M, Yu L, McPherson JD, Mori H, Borowsky AD, Maverakis E, Kiuru M. Melanoma progression and prognostic models drawn from single-cell, spatial maps of benign and malignant tumors. SCIENCE ADVANCES 2024; 10:eadm8206. [PMID: 38996022 PMCID: PMC11244543 DOI: 10.1126/sciadv.adm8206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 06/06/2024] [Indexed: 07/14/2024]
Abstract
Melanoma clinical outcomes emerge from incompletely understood genetic mechanisms operating within the tumor and its microenvironment. Here, we used single-cell RNA-based spatial molecular imaging (RNA-SMI) in patient-derived archival tumors to reveal clinically relevant markers of malignancy progression and prognosis. We examined spatial gene expression of 203,472 cells inside benign and malignant melanocytic neoplasms, including melanocytic nevi and primary invasive and metastatic melanomas. Algorithmic cell clustering paired with intratumoral comparative two-dimensional analyses visualized synergistic, spatial gene signatures linking cellular proliferation, metabolism, and malignancy, validated by protein expression. Metastatic niches included up-regulation of CDK2 and FABP5, which independently predicted poor clinical outcome in 473 patients with melanoma via Cox regression analysis. More generally, our work demonstrates a framework for applying single-cell RNA-SMI technology toward identifying gene regulatory landscapes pertinent to cancer progression and patient survival.
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Affiliation(s)
- Nick R Love
- Department of Dermatology, University of California, Davis, Sacramento, CA 95816, USA
| | - Claire Williams
- NanoString Technologies, a Bruker Company, Seattle, WA 98109, USA
| | | | - Alexander Merleev
- Department of Dermatology, University of California, Davis, Sacramento, CA 95816, USA
| | | | - Lan Yu
- Department of Dermatology, University of California, Davis, Sacramento, CA 95816, USA
| | - John D McPherson
- Department of Biochemistry and Molecular Medicine, University of California, Davis, Sacramento, CA 95816, USA
| | - Hidetoshi Mori
- Department of Pathology and Laboratory Medicine, University of California, Davis, Sacramento, CA 95816, USA
| | - Alexander D Borowsky
- Department of Pathology and Laboratory Medicine, University of California, Davis, Sacramento, CA 95816, USA
| | - Emanual Maverakis
- Department of Dermatology, University of California, Davis, Sacramento, CA 95816, USA
| | - Maija Kiuru
- Department of Dermatology, University of California, Davis, Sacramento, CA 95816, USA
- Department of Pathology and Laboratory Medicine, University of California, Davis, Sacramento, CA 95816, USA
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36
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Chang J, Campbell-Hanson KR, Vanneste M, Yevdash J, Bartschat NI, Jiang J, Bhinu A, Helverson A, Henry MD, Steingrímsson E, Weigel RJ, Cornell RA, Kenny C. An MITF- and mTOR-dependent FLCN pathway suppresses TFE3-driven metastasis in melanoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.11.603140. [PMID: 39026725 PMCID: PMC11257520 DOI: 10.1101/2024.07.11.603140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Cancer cells have remarkable plasticity allowing them to acquire many biological states. Melanoma cells have the ability to switch from a proliferative melanocytic state to an invasive mesenchymal state and back again resulting in intratumoral heterogeneity. While microphthalmia-associated transcription factor (MITF) promotes the melanocytic phenotype, it is unclear what transcription factors drive the mesenchymal phenotype, and what mechanisms regulate the switch from the proliferative state to the mesenchymal state. We show that nuclear localization of the MITF paralog TFE3 correlates positively with metastatic potential in melanoma cell lines and tumors, and that deletion of TFE3 in MITF-low melanoma cell lines eliminates migration and metastatic ability. Further, we find that MITF suppresses the mesenchymal phenotype by activating expression of FNIP2, which encodes a component of an mTORC1-stimulated pathway promoting cytoplasmic retention and lysosomal degradation of TFE3. These findings point to the mTOR pathway and TFE3 as key regulators of melanoma plasticity.
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Affiliation(s)
- Jeremy Chang
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | | | - Marion Vanneste
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA
| | - Julius Yevdash
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Nicholas I. Bartschat
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Jiarui Jiang
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Ardith Bhinu
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Annika Helverson
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Michael D. Henry
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA
| | - Eiríkur Steingrímsson
- Department of Biochemistry and Molecular Biology, BioMedical Center, Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Ronald J. Weigel
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA
| | - Robert A. Cornell
- Department of Oral Health Sciences, University of Washington, School of Dentistry, Seattle, WA, USA
| | - Colin Kenny
- Department of Surgery, College of Medicine, University of Iowa, Iowa City, IA, United States of America
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA
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Boe RH, Triandafillou CG, Lazcano R, Wargo JA, Raj A. Spatial transcriptomics reveals influence of microenvironment on intrinsic fates in melanoma therapy resistance. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.30.601416. [PMID: 39005406 PMCID: PMC11244927 DOI: 10.1101/2024.06.30.601416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Resistance to cancer therapy is driven by both cell-intrinsic and microenvironmental factors. Previous work has revealed that multiple resistant cell fates emerge in melanoma following treatment with targeted therapy and that, in vitro, these resistant fates are determined by the transcriptional state of individual cells prior to exposure to treatment. What remains unclear is whether these resistant fates are shared across different genetic backgrounds and how, if at all, these resistant fates interact with the tumor microenvironment. Through spatial transcriptomics and single-cell RNA sequencing, we uncovered distinct resistance programs in melanoma cells shaped by both intrinsic cellular states and the tumor microenvironment. Consensus non-negative matrix factorization revealed shared intrinsic resistance programs across different cell lines, highlighting the presence of universal and unique resistance pathways. In patient samples, we demonstrated that these resistance programs coexist within individual tumors and associate with diverse immune signatures, suggesting that the tumor microenvironment and distribution of resistant fates are closely connected. Single-cell resolution spatial transcriptomics in xenograft models revealed both intrinsically determined and extrinsically influenced resistant fates. Overall, this work demonstrates that each therapy resistant fate coexists with a distinct immune microenvironment in tumors and that, in vivo, tissue features, such as regions of necrosis, can influence which resistant fate is adopted.
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Affiliation(s)
- Ryan H. Boe
- Genetics and Epigenetics Program, Cell and Molecular Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Catherine G. Triandafillou
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA
| | - Rossana Lazcano
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jennifer A. Wargo
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Arjun Raj
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Yang S, Li Z, Yi J, Pan M, Cao W, Ma J, Zhang P. Nebivolol, an antihypertensive agent, has new application in inhibiting melanoma. Anticancer Drugs 2024; 35:512-524. [PMID: 38602174 PMCID: PMC11078289 DOI: 10.1097/cad.0000000000001597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/04/2024] [Indexed: 04/12/2024]
Abstract
Repurposing existing drugs for cancer therapy has become an important strategy because of its advantages, such as cost reduction, effect and safety. The present study was designed to investigate the antimelanoma effect and possible mechanisms of action of nebivolol, which is an approved and widely prescribed antihypertensive agent. In this study, we explored the effect of nebivolol on cell proliferation and cell activity in melanoma in vitro and the potential antimelanoma mechanism of nebivolol through a series of experiments, including the analysis of the effects with regard to cell apoptosis and metastasis. Furthermore, we evaluated the antimelanoma effect on xenograft tumor models and inspected the antimelanoma mechanism of nebivolol in vivo using immunohistochemical and immunofluorescence staining assays. As results in this work, in vitro , nebivolol possessed a strong activity for suppression proliferation and cell cycle arrest on melanoma. Moreover, nebivolol significantly induced cell apoptosis in melanoma through a mitochondrial-mediated endogenous apoptosis pathway. Additionally, nebivolol inhibited melanoma cell metastasis. More importantly, nebivolol exhibited significantly effective melanoma xenograft models in vivo , which related to the mechanism of apoptosis induction, proliferation inhibition, metastasis blocking and angiogenesis arrest. Overall, the data of the present study recommend that nebivolol holds great potential in application as a novel agent for the treatment of melanoma.
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Affiliation(s)
- Shuping Yang
- Department of Pharmacy, Shenzhen Luohu People’s Hospital, Shenzhen, Guangdong
| | - Zhi Li
- Department of Pharmacy, Shenzhen Luohu People’s Hospital, Shenzhen, Guangdong
| | - Jiamei Yi
- Department of Pharmacy, Shenzhen Luohu People’s Hospital, Shenzhen, Guangdong
| | - Mingyue Pan
- Department of Pharmacy, Shenzhen Luohu People’s Hospital, Shenzhen, Guangdong
| | - Weiling Cao
- Department of Pharmacy, Shenzhen Luohu People’s Hospital, Shenzhen, Guangdong
| | - Jing Ma
- Department of Pharmacy, South China Hospital, Medical School, Shenzhen University, Shenzhen, China
| | - Peng Zhang
- Department of Pharmacy, Shenzhen Luohu People’s Hospital, Shenzhen, Guangdong
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Robertson BM, Fane ME, Weeraratna AT, Rebecca VW. Determinants of resistance and response to melanoma therapy. NATURE CANCER 2024; 5:964-982. [PMID: 39020103 DOI: 10.1038/s43018-024-00794-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 06/05/2024] [Indexed: 07/19/2024]
Abstract
Metastatic melanoma is among the most enigmatic advanced cancers to clinically manage despite immense progress in the way of available therapeutic options and historic decreases in the melanoma mortality rate. Most patients with metastatic melanoma treated with modern targeted therapies (for example, BRAFV600E/K inhibitors) and/or immune checkpoint blockade (for example, anti-programmed death 1 therapy) will progress, owing to profound tumor cell plasticity fueled by genetic and nongenetic mechanisms and dichotomous host microenvironmental influences. Here we discuss the determinants of tumor heterogeneity, mechanisms of therapy resistance and effective therapy regimens that hold curative promise.
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Affiliation(s)
- Bailey M Robertson
- Department of Biochemistry and Molecular Biology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Mitchell E Fane
- Department of Biochemistry and Molecular Biology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ashani T Weeraratna
- Department of Biochemistry and Molecular Biology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Vito W Rebecca
- Department of Biochemistry and Molecular Biology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
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40
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Patel AS, Yanai I. A developmental constraint model of cancer cell states and tumor heterogeneity. Cell 2024; 187:2907-2918. [PMID: 38848676 PMCID: PMC11256907 DOI: 10.1016/j.cell.2024.04.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 12/29/2023] [Accepted: 04/24/2024] [Indexed: 06/09/2024]
Abstract
Cancer is a disease that stems from a fundamental liability inherent to multicellular life forms in which an individual cell is capable of reneging on the interests of the collective organism. Although cancer is commonly described as an evolutionary process, a less appreciated aspect of tumorigenesis may be the constraints imposed by the organism's developmental programs. Recent work from single-cell transcriptomic analyses across a range of cancer types has revealed the recurrence, plasticity, and co-option of distinct cellular states among cancer cell populations. Here, we note that across diverse cancer types, the observed cell states are proximate within the developmental hierarchy of the cell of origin. We thus posit a model by which cancer cell states are directly constrained by the organism's "developmental map." According to this model, a population of cancer cells traverses the developmental map, thereby generating a heterogeneous set of states whose interactions underpin emergent tumor behavior.
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Affiliation(s)
- Ayushi S Patel
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY, USA; Department of Biochemistry & Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA; Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Itai Yanai
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY, USA; Department of Biochemistry & Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA; Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA.
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41
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Lin Q, Jing Y, Yan C, Chen X, Zhang Q, Lin X, Xu Y, Chen B. Design and Application of pH-Responsive Liposomes for Site-Specific Delivery of Cytotoxin from Cobra Venom. Int J Nanomedicine 2024; 19:5381-5395. [PMID: 38859950 PMCID: PMC11164093 DOI: 10.2147/ijn.s461728] [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: 01/31/2024] [Accepted: 05/25/2024] [Indexed: 06/12/2024] Open
Abstract
Background Current immunotherapies with unexpected severe side effects and treatment resistance have not resulted in the desired outcomes for patients with melanoma, and there is a need to discover more effective medications. Cytotoxin (CTX) from Cobra Venom has been established to have favorable cytolytic activity and antitumor efficacy and is regarded as a promising novel anticancer agent. However, amphiphilic CTX with excellent anionic phosphatidylserine lipid-binding ability may also damage normal cells. Methods We developed pH-responsive liposomes with a high CTX load (CTX@PSL) for targeted acidic-stimuli release of drugs in the tumor microenvironment. The morphology, size, zeta potential, drug-release kinetics, and preservation stability were characterized. Cell uptake, apoptosis-promoting effects, and cytotoxicity were assessed using MTT assay and flow cytometry. Finally, the tissue distribution and antitumor effects of CTX@PSL were systematically assessed using an in vivo imaging system. Results CTX@PSL exhibited high drug entrapment efficiency, drug loading, stability, and a rapid release profile under acidic conditions. These nanoparticles, irregularly spherical in shape and small in size, can effectively accumulate at tumor sites (six times higher than free CTX) and are rapidly internalized into cancer cells (2.5-fold higher cell uptake efficiency). CTX@PSL displayed significantly stronger cytotoxicity (IC50 0.25 μg/mL) and increased apoptosis in than the other formulations (apoptosis rate 71.78±1.70%). CTX@PSL showed considerably better tumor inhibition efficacy than free CTX or conventional liposomes (tumor inhibition rate 79.78±5.93%). Conclusion Our results suggest that CTX@PSL improves tumor-site accumulation and intracellular uptake for sustained and targeted CTX release. By combining the advantages of CTX and stimuli-responsive nanotechnology, the novel CTX@PSL nanoformulation is a promising therapeutic candidate for cancer treatment.
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Affiliation(s)
- Qing Lin
- Department of Pharmacy, Affiliated Fuzhou First Hospital of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
| | - Yafei Jing
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
- Key Laboratory of Nanomedical Technology (Education Department of Fujian Province), Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Cailing Yan
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
| | - Xinyi Chen
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
| | - Qiong Zhang
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
| | - Xinhua Lin
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
- Key Laboratory of Nanomedical Technology (Education Department of Fujian Province), Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Yunlu Xu
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
- Center of Translational Hematology, Fujian Medical University Union Hospital, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Bing Chen
- School of Pharmacy, Fujian Medical University, Fujian, People’s Republic of China
- Key Laboratory of Nanomedical Technology (Education Department of Fujian Province), Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
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42
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Sang-aram C, Browaeys R, Seurinck R, Saeys Y. Spotless, a reproducible pipeline for benchmarking cell type deconvolution in spatial transcriptomics. eLife 2024; 12:RP88431. [PMID: 38787371 PMCID: PMC11126312 DOI: 10.7554/elife.88431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024] Open
Abstract
Spatial transcriptomics (ST) technologies allow the profiling of the transcriptome of cells while keeping their spatial context. Since most commercial untargeted ST technologies do not yet operate at single-cell resolution, computational methods such as deconvolution are often used to infer the cell type composition of each sequenced spot. We benchmarked 11 deconvolution methods using 63 silver standards, 3 gold standards, and 2 case studies on liver and melanoma tissues. We developed a simulation engine called synthspot to generate silver standards from single-cell RNA-sequencing data, while gold standards are generated by pooling single cells from targeted ST data. We evaluated methods based on their performance, stability across different reference datasets, and scalability. We found that cell2location and RCTD are the top-performing methods, but surprisingly, a simple regression model outperforms almost half of the dedicated spatial deconvolution methods. Furthermore, we observe that the performance of all methods significantly decreased in datasets with highly abundant or rare cell types. Our results are reproducible in a Nextflow pipeline, which also allows users to generate synthetic data, run deconvolution methods and optionally benchmark them on their dataset (https://github.com/saeyslab/spotless-benchmark).
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Affiliation(s)
- Chananchida Sang-aram
- Data Mining and Modelling for Biomedicine, VIB Center for Inflammation ResearchGhentBelgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent UniversityGhentBelgium
| | - Robin Browaeys
- Data Mining and Modelling for Biomedicine, VIB Center for Inflammation ResearchGhentBelgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent UniversityGhentBelgium
| | - Ruth Seurinck
- Data Mining and Modelling for Biomedicine, VIB Center for Inflammation ResearchGhentBelgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent UniversityGhentBelgium
| | - Yvan Saeys
- Data Mining and Modelling for Biomedicine, VIB Center for Inflammation ResearchGhentBelgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent UniversityGhentBelgium
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43
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Feng T, Tang Z, Karges J, Shu J, Xiong K, Jin C, Chen Y, Gasser G, Ji L, Chao H. An iridium(iii)-based photosensitizer disrupting the mitochondrial respiratory chain induces ferritinophagy-mediated immunogenic cell death. Chem Sci 2024; 15:6752-6762. [PMID: 38725496 PMCID: PMC11077511 DOI: 10.1039/d4sc01214c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 03/28/2024] [Indexed: 05/12/2024] Open
Abstract
Cancer cells have a strategically optimized metabolism and tumor microenvironment for rapid proliferation and growth. Increasing research efforts have been focused on developing therapeutic agents that specifically target the metabolism of cancer cells. In this work, we prepared 1-methyl-4-phenylpyridinium-functionalized Ir(iii) complexes that selectively localize in the mitochondria and generate singlet oxygen and superoxide anion radicals upon two-photon irradiation. The generation of this oxidative stress leads to the disruption of the mitochondrial respiratory chain and therefore the disturbance of mitochondrial oxidative phosphorylation and glycolysis metabolisms, triggering cell death by combining immunogenic cell death and ferritinophagy. To the best of our knowledge, this latter is reported for the first time in the context of photodynamic therapy (PDT). To provide cancer selectivity, the best compound of this work was encapsulated within exosomes to form tumor-targeted nanoparticles. Treatment of the primary tumor of mice with two-photon irradiation (720 nm) 24 h after injection of the nanoparticles in the tail vein stops the primary tumor progression and almost completely inhibits the growth of distant tumors that were not irradiated. Our compound is a promising photosensitizer that efficiently disrupts the mitochondrial respiratory chain and induces ferritinophagy-mediated long-term immunotherapy.
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Affiliation(s)
- Tao Feng
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Zixin Tang
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Johannes Karges
- Faculty of Chemistry and Biochemistry, Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Jun Shu
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Kai Xiong
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Chengzhi Jin
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Yu Chen
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Gilles Gasser
- Chimie ParisTech, PSL University, CNRS, Institute of Chemistry for Life and Health Sciences, Laboratory for Inorganic Chemical Biology 75005 Paris France
| | - Liangnian Ji
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
| | - Hui Chao
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, State Key Laboratory of Anti-Infective Drug Discovery and Development, Guangdong Basic Research Center of Excellence for Functional Molecular Engineering, School of Chemistry, Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital, Sun Yat-Sen University Guangzhou 510006 P. R. China
- MOE Key Laboratory of Theoretical Organic Chemistry and Functional Molecule, School of Chemistry and Chemical Engineering, Hunan University of Science and Technology Xiangtan 400201 P. R. China
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Wu B, Shentu X, Nan H, Guo P, Hao S, Xu J, Shangguan S, Cui L, Cen J, Deng Q, Wu Y, Liu C, Song Y, Lin X, Wang Z, Yuan Y, Ma W, Li R, Li Y, Qian Q, Du W, Lai T, Yang T, Liu C, Ma X, Chen A, Xu X, Lai Y, Liu L, Esteban MA, Hui L. A spatiotemporal atlas of cholestatic injury and repair in mice. Nat Genet 2024; 56:938-952. [PMID: 38627596 DOI: 10.1038/s41588-024-01687-w] [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: 01/08/2023] [Accepted: 02/09/2024] [Indexed: 05/09/2024]
Abstract
Cholestatic liver injuries, characterized by regional damage around the bile ductular region, lack curative therapies and cause considerable mortality. Here we generated a high-definition spatiotemporal atlas of gene expression during cholestatic injury and repair in mice by integrating spatial enhanced resolution omics sequencing and single-cell transcriptomics. Spatiotemporal analyses revealed a key role of cholangiocyte-driven signaling correlating with the periportal damage-repair response. Cholangiocytes express genes related to recruitment and differentiation of lipid-associated macrophages, which generate feedback signals enhancing ductular reaction. Moreover, cholangiocytes express high TGFβ in association with the conversion of liver progenitor-like cells into cholangiocytes during injury and the dampened proliferation of periportal hepatocytes during recovery. Notably, Atoh8 restricts hepatocyte proliferation during 3,5-diethoxycarbonyl-1,4-dihydro-collidin damage and is quickly downregulated after injury withdrawal, allowing hepatocytes to respond to growth signals. Our findings lay a keystone for in-depth studies of cellular dynamics and molecular mechanisms of cholestatic injuries, which may further develop into therapies for cholangiopathies.
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Affiliation(s)
- Baihua Wu
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Xinyi Shentu
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China
| | - Haitao Nan
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | | | - Shijie Hao
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Jiangshan Xu
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Shuncheng Shangguan
- Joint School of Life Sciences, Guangzhou Institutes of Biomedicine and Health and Guangzhou Medical University, Guangzhou, China
- Laboratory of Integrative Biology, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- BGI Research, Shenzhen, China
| | - Lei Cui
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Jin Cen
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Qiuting Deng
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Yan Wu
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Chang Liu
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Yumo Song
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Xiumei Lin
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | | | - Yue Yuan
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Wen Ma
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Ronghai Li
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
| | - Yikang Li
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Qiwei Qian
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Wensi Du
- China National GeneBank, BGI Research, Shenzhen, China
| | - Tingting Lai
- China National GeneBank, BGI Research, Shenzhen, China
| | - Tao Yang
- China National GeneBank, BGI Research, Shenzhen, China
| | - Chuanyu Liu
- BGI Research, Hangzhou, China
- BGI Research, Shenzhen, China
- Shanxi Medical University-BGI Collaborative Center for Future Medicine, Shanxi Medical University, Taiyuan, China
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Ao Chen
- BGI Research, Shenzhen, China
| | - Xun Xu
- BGI Research, Shenzhen, China
- Shanxi Medical University-BGI Collaborative Center for Future Medicine, Shanxi Medical University, Taiyuan, China
| | - Yiwei Lai
- BGI Research, Hangzhou, China.
- BGI Research, Shenzhen, China.
- Shanxi Medical University-BGI Collaborative Center for Future Medicine, Shanxi Medical University, Taiyuan, China.
| | - Longqi Liu
- BGI Research, Hangzhou, China.
- BGI Research, Shenzhen, China.
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China.
- China National GeneBank, BGI Research, Shenzhen, China.
- Shanxi Medical University-BGI Collaborative Center for Future Medicine, Shanxi Medical University, Taiyuan, China.
| | - Miguel A Esteban
- BGI Research, Hangzhou, China.
- BGI Research, Shenzhen, China.
- Laboratory of Integrative Biology, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
- The Fifth Affiliated Hospital of Guangzhou Medical University-BGI Research Center for Integrative Biology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
| | - Lijian Hui
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China.
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45
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Karras P, Black JRM, McGranahan N, Marine JC. Decoding the interplay between genetic and non-genetic drivers of metastasis. Nature 2024; 629:543-554. [PMID: 38750233 DOI: 10.1038/s41586-024-07302-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 03/12/2024] [Indexed: 05/18/2024]
Abstract
Metastasis is a multistep process by which cancer cells break away from their original location and spread to distant organs, and is responsible for the vast majority of cancer-related deaths. Preventing early metastatic dissemination would revolutionize the ability to fight cancer. Unfortunately, the relatively poor understanding of the molecular underpinnings of metastasis has hampered the development of effective anti-metastatic drugs. Although it is now accepted that disseminating tumour cells need to acquire multiple competencies to face the many obstacles they encounter before reaching their metastatic site(s), whether these competencies are acquired through an accumulation of metastasis-specific genetic alterations and/or non-genetic events is often debated. Here we review a growing body of literature highlighting the importance of both genetic and non-genetic reprogramming events during the metastatic cascade, and discuss how genetic and non-genetic processes act in concert to confer metastatic competencies. We also describe how recent technological advances, and in particular the advent of single-cell multi-omics and barcoding approaches, will help to better elucidate the cross-talk between genetic and non-genetic mechanisms of metastasis and ultimately inform innovative paths for the early detection and interception of this lethal process.
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Affiliation(s)
- Panagiotis Karras
- Laboratory for Molecular Cancer Biology, VIB Center for Cancer Biology, KU Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - James R M Black
- Cancer Genome Evolution Research Group, UCL Cancer Institute, London, UK
| | | | - Jean-Christophe Marine
- Laboratory for Molecular Cancer Biology, VIB Center for Cancer Biology, KU Leuven, Leuven, Belgium.
- Department of Oncology, KU Leuven, Leuven, Belgium.
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46
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Durand S, Tang Y, Pommier RM, Benboubker V, Grimont M, Boivin F, Barbollat-Boutrand L, Cumunel E, Dupeuble F, Eberhardt A, Plaschka M, Dalle S, Caramel J. ZEB1 controls a lineage-specific transcriptional program essential for melanoma cell state transitions. Oncogene 2024; 43:1489-1505. [PMID: 38519642 PMCID: PMC11090790 DOI: 10.1038/s41388-024-03010-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 03/06/2024] [Indexed: 03/25/2024]
Abstract
Cell plasticity sustains intra-tumor heterogeneity and treatment resistance in melanoma. Deciphering the transcriptional mechanisms governing reversible phenotypic transitions between proliferative/differentiated and invasive/stem-like states is required. Expression of the ZEB1 transcription factor is frequently activated in melanoma, where it fosters adaptive resistance to targeted therapies. Here, we performed a genome-wide characterization of ZEB1 transcriptional targets, by combining ChIP-sequencing and RNA-sequencing, upon phenotype switching in melanoma models. We identified and validated ZEB1 binding peaks in the promoter of key lineage-specific genes crucial for melanoma cell identity. Mechanistically, ZEB1 negatively regulates SOX10-MITF dependent proliferative/melanocytic programs and positively regulates AP-1 driven invasive and stem-like programs. Comparative analyses with breast carcinoma cells revealed lineage-specific ZEB1 binding, leading to the design of a more reliable melanoma-specific ZEB1 regulon. We then developed single-cell spatial multiplexed analyses to characterize melanoma cell states intra-tumoral heterogeneity in human melanoma samples. Combined with scRNA-Seq analyses, our findings confirmed increased ZEB1 expression in Neural-Crest-like cells and mesenchymal cells, underscoring its significance in vivo in both populations. Overall, our results define ZEB1 as a major transcriptional regulator of cell states transitions and provide a better understanding of lineage-specific transcriptional programs sustaining intra-tumor heterogeneity in melanoma.
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Affiliation(s)
- Simon Durand
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Yaqi Tang
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Roxane M Pommier
- Fondation Synergie Lyon Cancer, Plateforme de bio-informatique Gilles Thomas, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, INSERM U1052-CNRS UMR5286, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Valentin Benboubker
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Maxime Grimont
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Felix Boivin
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Laetitia Barbollat-Boutrand
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Eric Cumunel
- Fondation Synergie Lyon Cancer, Plateforme de bio-informatique Gilles Thomas, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, INSERM U1052-CNRS UMR5286, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Florian Dupeuble
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Anaïs Eberhardt
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
- Dermatology Unit, Hospices Civils de Lyon, CH Lyon Sud, 165 chemin du Grand Revoyet, 69495, Pierre Bénite, Cedex, France
| | - Maud Plaschka
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
| | - Stéphane Dalle
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France
- Dermatology Unit, Hospices Civils de Lyon, CH Lyon Sud, 165 chemin du Grand Revoyet, 69495, Pierre Bénite, Cedex, France
| | - Julie Caramel
- "Cancer cell Plasticity in Melanoma" lab, Centre de Recherche en Cancérologie de Lyon, INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon1, 69008, Lyon, France.
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47
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Lauss M, Phung B, Borch TH, Harbst K, Kaminska K, Ebbesson A, Hedenfalk I, Yuan J, Nielsen K, Ingvar C, Carneiro A, Isaksson K, Pietras K, Svane IM, Donia M, Jönsson G. Molecular patterns of resistance to immune checkpoint blockade in melanoma. Nat Commun 2024; 15:3075. [PMID: 38594286 PMCID: PMC11004175 DOI: 10.1038/s41467-024-47425-y] [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: 07/27/2023] [Accepted: 04/02/2024] [Indexed: 04/11/2024] Open
Abstract
Immune checkpoint blockade (ICB) has improved outcome for patients with metastatic melanoma but not all benefit from treatment. Several immune- and tumor intrinsic features are associated with clinical response at baseline. However, we need to further understand the molecular changes occurring during development of ICB resistance. Here, we collect biopsies from a cohort of 44 patients with melanoma after progression on anti-CTLA4 or anti-PD1 monotherapy. Genetic alterations of antigen presentation and interferon gamma signaling pathways are observed in approximately 25% of ICB resistant cases. Anti-CTLA4 resistant lesions have a sustained immune response, including immune-regulatory features, as suggested by multiplex spatial and T cell receptor (TCR) clonality analyses. One anti-PD1 resistant lesion harbors a distinct immune cell niche, however, anti-PD1 resistant tumors are generally immune poor with non-expanded TCR clones. Such immune poor microenvironments are associated with melanoma cells having a de-differentiated phenotype lacking expression of MHC-I molecules. In addition, anti-PD1 resistant tumors have reduced fractions of PD1+ CD8+ T cells as compared to ICB naïve metastases. Collectively, these data show the complexity of ICB resistance and highlight differences between anti-CTLA4 and anti-PD1 resistance that may underlie differential clinical outcomes of therapy sequence and combination.
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Affiliation(s)
- Martin Lauss
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Lund University Cancer Center, LUCC, Lund, Sweden
| | - Bengt Phung
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Lund University Cancer Center, LUCC, Lund, Sweden
| | - Troels Holz Borch
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Katja Harbst
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Lund University Cancer Center, LUCC, Lund, Sweden
| | - Kamila Kaminska
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Lund University Cancer Center, LUCC, Lund, Sweden
| | - Anna Ebbesson
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Lund University Cancer Center, LUCC, Lund, Sweden
| | - Ingrid Hedenfalk
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Lund University Cancer Center, LUCC, Lund, Sweden
| | - Joan Yuan
- Division of Molecular Hematology, Department of Laboratory Medicine, Faculty of Medicine, Lund University, 22185, Lund, Sweden
| | - Kari Nielsen
- Lund University Cancer Center, LUCC, Lund, Sweden
- Division of Dermatology, Skåne University Hospital and Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
| | - Christian Ingvar
- Division of Surgery, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
| | - Ana Carneiro
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital Comprehensive Cancer Center, 22185, Lund, Sweden
| | - Karolin Isaksson
- Lund University Cancer Center, LUCC, Lund, Sweden
- Division of Surgery, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden
- Department of Surgery, Kristianstad Hospital, 29133, Kristianstad, Sweden
| | - Kristian Pietras
- Lund University Cancer Center, LUCC, Lund, Sweden
- Division of Translational Cancer Research, Department of Laboratory Medicine, Faculty of Medicine, Lund University, 22185, Lund, Sweden
| | - Inge Marie Svane
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Marco Donia
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Göran Jönsson
- Division of Oncology, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22185, Lund, Sweden.
- Lund University Cancer Center, LUCC, Lund, Sweden.
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48
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Gargiulo G, Serresi M, Marine JC. Cell States in Cancer: Drivers, Passengers, and Trailers. Cancer Discov 2024; 14:610-614. [PMID: 38571419 DOI: 10.1158/2159-8290.cd-23-1510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
SUMMARY Cancer is traditionally perceived through a genetic lens, with therapeutic strategies targeting oncogenic driver mutations. We advocate an overarching framework recognizing tumors as comprising driver, passenger, and trailer cell states: Tailoring therapies to simultaneously target driver genetics and cell states may enhance effectiveness and durability. SIGNIFICANCE We redefine cancer progression by introducing a model that categorizes tumor cells into "driver," "passenger," and "trailer" phenotypes, expanding the focus on genetic aberrations to cellular behavior. This approach offers a roadmap to guide refining therapeutic strategies for more precise and durable cancer treatments that address tumor heterogeneity and plasticity.
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Affiliation(s)
- Gaetano Gargiulo
- Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Michela Serresi
- Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Jean-Christophe Marine
- Laboratory for Molecular Cancer Biology, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory for Molecular Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
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49
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Diazzi S, Ablain J. Nonepithelial cancer dissemination: specificities and challenges. Trends Cancer 2024; 10:356-368. [PMID: 38135572 DOI: 10.1016/j.trecan.2023.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/27/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023]
Abstract
Epithelial cancers have served as a paradigm to study tumor dissemination but recent data have highlighted significant differences with nonepithelial cancers. Here, we review the current knowledge on nonepithelial tumor dissemination, drawing examples from the latest developments in melanoma, glioma, and sarcoma research. We underscore the importance of the reactivation of developmental processes during cancer progression and describe the nongenetic mechanisms driving nonepithelial tumor spread. We also outline therapeutic opportunities and ongoing clinical approaches to fight disseminating cancers. Finally, we discuss remaining challenges and emerging questions in the field. Defining the core principles underlying nonepithelial cancer dissemination may uncover actionable vulnerabilities of metastatic tumors and help improve the prognosis of patients with cancer.
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Affiliation(s)
- Serena Diazzi
- Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, INSERM U1052, CNRS UMR5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Julien Ablain
- Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, INSERM U1052, CNRS UMR5286, Université Claude Bernard Lyon 1, Lyon, France.
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50
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Sadeghirad H, Yaghoubi Naei V, O'Byrne K, Warkiani ME, Kulasinghe A. In situ characterization of the tumor microenvironment. Curr Opin Biotechnol 2024; 86:103083. [PMID: 38382325 DOI: 10.1016/j.copbio.2024.103083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 12/07/2023] [Accepted: 01/30/2024] [Indexed: 02/23/2024]
Abstract
The development of new therapies for cancer is underpinned by an increasing need to comprehensively characterize the tumor microenvironment (TME). While traditional approaches have relied on bulk or single-cell approaches, these are limited in their ability to provide cellular context. Deconvolution of the complex TME is fundamental to understanding tumor dynamics and treatment resistance. Spatially resolved characterization of the TME is likely to provide greater insights into the cellular architecture, tumor-immune cell interactions, receptor-ligand interactions, and cell niches. In turn, these aid in dictating the optimal way in which to target each patient's individual cancer. In this review, we discuss a number of cutting-edge in situ spatial profiling methods giving us new insights into tumor biology.
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Affiliation(s)
- Habib Sadeghirad
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Vahid Yaghoubi Naei
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia; School of Biomedical Engineering, University of Technology Sydney, NSW, Australia
| | - Ken O'Byrne
- Princess Alexandra Hospital, Woolloongabba, QLD, Australia
| | - Majid E Warkiani
- School of Biomedical Engineering, University of Technology Sydney, NSW, Australia
| | - Arutha Kulasinghe
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
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