1
|
An Y, Zhao F, Jia H, Meng S, Zhang Z, Li S, Zhao J. Inhibition of programmed cell death by melanoma cell subpopulations reveals mechanisms of melanoma metastasis and potential therapeutic targets. Discov Oncol 2025; 16:62. [PMID: 39832036 PMCID: PMC11747064 DOI: 10.1007/s12672-025-01789-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 01/08/2025] [Indexed: 01/22/2025] Open
Abstract
Melanoma is an aggressive type of skin cancer that arises from melanocytes, the cells responsible for producing skin pigment. In contrast to non-melanoma skin cancers like basal cell carcinoma and squamous cell carcinoma, melanoma is more invasive. Melanoma was distinguished by its rapid progression, high metastatic potential, and significant resistance to conventional therapies. Although it accounted for a small proportion of skin cancer cases, melanoma accounts for the majority of deaths caused by skin cancer due to its ability to invade deep tissues, adapt to diverse microenvironments, and evade immune responses. These unique features highlighted the challenges of treating melanoma and underscored the importance of advanced tools, such as single-cell sequencing, to unravel its biology and develop personalized therapeutic strategies. Thus, we conducted a single-cell analysis of the cellular composition within melanoma tumor tissues and further subdivided melanoma cells into subpopulations. Through analyzing metabolic pathways, stemness genes, and transcription factors (TFs) among cells in different phases (G1, G2/M, and S) as well as between primary and metastatic foci cells, we investigated the specific mechanisms underlying melanoma metastasis. We also revisited the cellular stemness and temporal trajectories of melanoma cell subpopulations, identifying the core subpopulation as C0 SOD3 + Melanoma cells. Our findings revealed a close relationship between the pivotal C0 SOD3 + Melanoma cells subpopulation and oxidative pathways in metastatic tumor tissues. Additionally, we analyzed prognostically relevant differentially expressed genes (DEGs) within the C0 SOD3 + Melanoma cells subpopulation and built a predictive model associated with melanoma outcomes. We selected the gene IGF1 with the highest coefficient (coef) value for further analysis, and experimentally validated its essential function in the proliferation and invasive metastasis of melanoma. In immune infiltration analysis, we discovered the critical roles played by M1/M2 macrophages in melanoma progression and immune evasion. Furthermore, the development and progression of malignant melanoma were closely associated with various forms of programmed cell death (PCD), including apoptosis, autophagic cell death, ferroptosis, and pyroptosis. Melanoma cells often resisted cell death mechanisms, maintaining their growth by inhibiting apoptosis and evading autophagic cell death. Meanwhile, the induction of ferroptosis and pyroptosis was thought to trigger immune responses that helped suppress melanoma dissemination. A deeper understanding of the relationship between melanoma and PCD pathways provided a critical foundation for developing novel targeted therapies, with the potential to enhance melanoma treatment efficacy. These findings contributed to the development of novel prognostic models for melanoma and shed light on research directions concerning melanoma metastasis mechanisms and therapeutic targets.
Collapse
Affiliation(s)
- Yuepeng An
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, 150040, China
| | - Fu Zhao
- Shandong University of Traditional Chinese Medicine, Jinan, 250014, China
| | - Hongling Jia
- The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250014, Shandong, China
| | - Siyu Meng
- Northeast International Hospital, Shenyang, 110180, China
| | - Ziwei Zhang
- Department of Plastic Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China.
| | - Shuxiao Li
- Department of Burns and Plastic Reconstructive Surgery, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, Guangxi Province, China.
- Life Science and Clinical Medicine Research Center, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, Guangxi Province, China.
| | - Jiusi Zhao
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, 150040, China.
| |
Collapse
|
2
|
Uijttewaal ECH, Lee J, Sell AC, Botay N, Vainorius G, Novatchkova M, Baar J, Yang J, Potzler T, van der Leij S, Lowden C, Sinner J, Elewaut A, Gavrilovic M, Obenauf A, Schramek D, Elling U. CRISPR-StAR enables high-resolution genetic screening in complex in vivo models. Nat Biotechnol 2024:10.1038/s41587-024-02512-9. [PMID: 39681701 DOI: 10.1038/s41587-024-02512-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 11/19/2024] [Indexed: 12/18/2024]
Abstract
Pooled genetic screening with CRISPR-Cas9 has enabled genome-wide, high-resolution mapping of genes to phenotypes, but assessing the effect of a given genetic perturbation requires evaluation of each single guide RNA (sgRNA) in hundreds of cells to counter stochastic genetic drift and obtain robust results. However, resolution is limited in complex, heterogeneous models, such as organoids or tumors transplanted into mice, because achieving sufficient representation requires impractical scaling. This is due to bottleneck effects and biological heterogeneity of cell populations. Here we introduce CRISPR-StAR, a screening method that uses internal controls generated by activating sgRNAs in only half the progeny of each cell subsequent to re-expansion of the cell clone. Our method overcomes both intrinsic and extrinsic heterogeneity as well as genetic drift in bottlenecks by generating clonal, single-cell-derived intrinsic controls. We use CRISPR-StAR to identify in-vivo-specific genetic dependencies in a genome-wide screen in mouse melanoma. Benchmarking against conventional screening demonstrates the improved data quality provided by this technology.
Collapse
Affiliation(s)
- Esther C H Uijttewaal
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
- Vienna BioCenter PhD Program, University of Vienna and Medical University of Vienna, Vienna, Austria
| | - Joonsun Lee
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
- Vienna BioCenter PhD Program, University of Vienna and Medical University of Vienna, Vienna, Austria
| | - Annika Charlotte Sell
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Naomi Botay
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Gintautas Vainorius
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
- Vienna BioCenter PhD Program, University of Vienna and Medical University of Vienna, Vienna, Austria
| | - Maria Novatchkova
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
- Research Institute of Molecular Pathology, Campus-Vienna-Biocenter 1, Vienna BioCenter (VBC), Vienna, Austria
| | - Juliane Baar
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Jiaye Yang
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Tobias Potzler
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Sophie van der Leij
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Christopher Lowden
- Centre for Molecular and Systems Biology, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Julia Sinner
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Anais Elewaut
- Vienna BioCenter PhD Program, University of Vienna and Medical University of Vienna, Vienna, Austria
- Research Institute of Molecular Pathology, Campus-Vienna-Biocenter 1, Vienna BioCenter (VBC), Vienna, Austria
| | - Milanka Gavrilovic
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria
| | - Anna Obenauf
- Research Institute of Molecular Pathology, Campus-Vienna-Biocenter 1, Vienna BioCenter (VBC), Vienna, Austria
| | - Daniel Schramek
- Centre for Molecular and Systems Biology, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Ulrich Elling
- Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Dr. Bohr-Gasse 3, Vienna BioCenter (VBC), Vienna, Austria.
- Viverita Discovery, Vienna, Austria.
| |
Collapse
|
3
|
Pan ZY, Dong DK, Shi ZN, Yuan HJ, Wu Q, Hu TT, Mo XH, Ju Q. The promotion of cell proliferation and invasion in cutaneous squamous cell carcinomas after ARNT downregulation is associated with CXCL3. Cell Signal 2024; 124:111432. [PMID: 39312988 DOI: 10.1016/j.cellsig.2024.111432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/28/2024] [Accepted: 09/20/2024] [Indexed: 09/25/2024]
Abstract
The aryl hydrocarbon receptor nuclear translocator (ARNT) is a transcription factor associated with adaptive responses to cellular stress. Its role in cutaneous squamous cell carcinoma (cSCC) remains poorly understood. The aim of this study was to investigate the role of ARNT in cSCC. Immunohistochemistry revealed downregulation of ARNT in cSCC, precancerous lesions (actinic keratosis), and cells. Knockdown of ARNT in A431 and SCL-1 cells significantly enhanced cell growth and metastasis. Microarray analysis and Ingenuity Pathway Analysis confirmed that loss of ARNT in A431 cells was highly correlated with cell growth and movement and upregulated CXCL3 expression. Cellular and xenograft experiments further confirmed that ARNT regulates cSCC proliferation and invasiveness in a CXCL3-dependent manner. ARNT may regulate CXCL3 expression through ROS-STAT3 pathway. In conclusion, this study demonstrates that ARNT plays a critical role in the development of cSCC and significantly affects the proliferation and metastatic ability of cSCC cells. It has the potential to serve as an ideal treatment target for cSCC.
Collapse
Affiliation(s)
- Zhan-Yan Pan
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China
| | - Da-Ke Dong
- Department of Dermatology, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Zhi-Nan Shi
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China
| | - Hui-Jie Yuan
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China; Department of Dermatology, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, Zhejiang 310006, China
| | - Qiong Wu
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China
| | - Ting-Ting Hu
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China
| | - Xiao-Hui Mo
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China
| | - Qiang Ju
- Department of Dermatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200127, China.
| |
Collapse
|
4
|
Zhao T, Fang R, Ding J, Liu Y, Cheng M, Zhou F, Liu F, Li W, Li S, Jiang K, Shi X, Liu M, Xu B, Zou X, Zhu H, Zhou L. Melatonin ameliorates multiorgan injuries induced by severe acute pancreatitis in mice by regulating the Nrf2 signaling pathway. Eur J Pharmacol 2024; 975:176646. [PMID: 38762157 DOI: 10.1016/j.ejphar.2024.176646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 05/20/2024]
Abstract
Severe acute pancreatitis (SAP) is a complicated inflammatory reaction that impacts the pancreas, often resulting in damage to numerous organs. This disorder encompasses a range of processes such as inflammation, oxidative stress, and pancreatitis. The hormone melatonin (MT) is primarily secreted by the pineal gland and plays a crucial role in mitigating inflammation, countering the harmful effects of free radicals, and regulating oxidative stress. The aim of this research was to investigate the potential protective impact and the underlying mechanism of melatonin in mice afflicted with SAP. The biochemical and histological assessments unequivocally demonstrated that melatonin effectively inhibited necrosis, infiltration, edema and cell death in pancreatic tissues, thereby suppressing acute pancreatitis. Notably, melatonin also alleviated the consequent harm to distant organs, notably the lungs, liver, and kidneys. Furthermore, both preventive and therapeutic administration of melatonin prompted nuclear factor E2-related factor 2 (Nrf2) activation followed by Nrf2 target gene expression. Nrf2 initiates the activation of antioxidant genes, thereby providing defense against oxidative stress. Conversely, Nrf2 reduction may contribute to impaired antioxidant protection in SAP. The beneficial impact of Nrf2 on antioxidants was absent in Nrf2-knockout mice, leading to the accumulation of LDH and exacerbation of cell death. This deterioration in both pancreatitis and injuries in distant organs intensified significantly. The results indicate that melatonin has an enhanced ability to protect against multiorgan damage caused by SAP, which is accomplished through the increase in Nrf2 expression. Additionally, Nrf2 initiates the activation of antioxidant genes that offer defense against cell death.
Collapse
Affiliation(s)
- Tianming Zhao
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China; Department of Gastroenterology, Nanjing Drum Tower Hospital, Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences & Peking Union Medical College, Jiangsu, Nanjing, 210008, China
| | - Rui Fang
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Jing Ding
- Department of Hyperbaric Oxygen, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210002, China
| | - Yu Liu
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Ming Cheng
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Fan Zhou
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Feng Liu
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Wenting Li
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Shupei Li
- Department of Gastroenterology and Hepatology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210002, China
| | - Kang Jiang
- Department of Gastroenterology and Hepatology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210002, China
| | - Xiaoxiao Shi
- Department of Gastroenterology and Hepatology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210002, China
| | - Mingdong Liu
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China
| | - Bing Xu
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China.
| | - Xiaoping Zou
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China.
| | - Hao Zhu
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China.
| | - Lin Zhou
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Jiangsu, Nanjing, 210008, China.
| |
Collapse
|
5
|
Barbosa BMG, Sfyaki A, Rafael S, José-Duran F, Pous J, Sánchez-Zarzalejo C, Perez-Lopez C, Vilanova M, Cigler M, Gay M, Vilaseca M, Winter GE, Riera A, Mayor-Ruiz C. Discovery and Mechanistic Elucidation of NQO1-Bioactivatable Small Molecules That Overcome Resistance to Degraders. Angew Chem Int Ed Engl 2024; 63:e202316730. [PMID: 38153885 DOI: 10.1002/anie.202316730] [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: 11/05/2023] [Revised: 12/21/2023] [Accepted: 12/28/2023] [Indexed: 12/30/2023]
Abstract
Degraders hold the promise to efficiently inactivate previously intractable disease-relevant targets. Unlike traditional inhibitors, degraders act substoichiometrically and rely on the hijacked proteolysis machinery, which can also act as an entry point for resistance. To fully harness the potential of targeted protein degradation, it is crucial to comprehend resistance mechanisms and formulate effective strategies to overcome them. We conducted a chemical screening to identify synthetic lethal vulnerabilities of cancer cells that exhibit widespread resistance to degraders. Comparative profiling followed by tailored optimization delivered the small molecule RBS-10, which shows preferential cytotoxicity against cells pan-resistant to degraders. Multiomics deconvolution of the mechanism of action revealed that RBS-10 acts as a prodrug bioactivated by the oxidoreductase enzyme NQO1, which is highly overexpressed in our resistance models. Collectively, our work informs on NQO1 as an actionable vulnerability to overcome resistance to degraders and as a biomarker to selectively exploit bioactivatable prodrugs in cancer.
Collapse
Affiliation(s)
- Bárbara M G Barbosa
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Aikaterini Sfyaki
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Sergi Rafael
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Ferran José-Duran
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Joan Pous
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Carolina Sánchez-Zarzalejo
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Carles Perez-Lopez
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Mar Vilanova
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Marko Cigler
- Research Center for Molecular Medicine of the Austrian Academy of Sciences (CeMM), 1090, Vienna, Austria
| | - Marina Gay
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Marta Vilaseca
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Georg E Winter
- Research Center for Molecular Medicine of the Austrian Academy of Sciences (CeMM), 1090, Vienna, Austria
| | - Antoni Riera
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
- Departament de Química Inorgànica i Orgànica, Secció Química Orgànica, Universitat de Barcelona, Martí i Franquès 1, 08028, Barcelona, Spain
| | - Cristina Mayor-Ruiz
- Institute for Research in Biomedicine (IRB Barcelona), the, Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| |
Collapse
|
6
|
Adir O, Sagi-Assif O, Meshel T, Ben-Menachem S, Pasmanik-Chor M, Hoon DSB, Witz IP, Izraely S. Heterogeneity in the Metastatic Microenvironment: JunB-Expressing Microglia Cells as Potential Drivers of Melanoma Brain Metastasis Progression. Cancers (Basel) 2023; 15:4979. [PMID: 37894348 PMCID: PMC10605008 DOI: 10.3390/cancers15204979] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 10/02/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
Reciprocal signaling between melanoma brain metastatic (MBM) cells and microglia reprograms the phenotype of both interaction partners, including upregulation of the transcription factor JunB in microglia. Here, we aimed to elucidate the impact of microglial JunB upregulation on MBM progression. For molecular profiling, we employed RNA-seq and reverse-phase protein array (RPPA). To test microglial JunB functions, we generated microglia variants stably overexpressing JunB (JunBhi) or with downregulated levels of JunB (JunBlo). Melanoma-derived factors, namely leukemia inhibitory factor (LIF), controlled JunB upregulation through Janus kinase (JAK)/signal transducer and activator of transcription 3 (STAT3) signaling. The expression levels of JunB in melanoma-associated microglia were heterogeneous. Flow cytometry analysis revealed the existence of basal-level JunB-expressing microglia alongside microglia highly expressing JunB. Proteomic profiling revealed a differential protein expression in JunBhi and JunBlo cells, namely the expression of microglia activation markers Iba-1 and CD150, and the immunosuppressive molecules SOCS3 and PD-L1. Functionally, JunBhi microglia displayed decreased migratory capacity and phagocytic activity. JunBlo microglia reduced melanoma proliferation and migration, while JunBhi microglia preserved the ability of melanoma cells to proliferate in three-dimensional co-cultures, that was abrogated by targeting leukemia inhibitory factor receptor (LIFR) in control microglia-melanoma spheroids. Altogether, these data highlight a melanoma-mediated heterogenous effect on microglial JunB expression, dictating the nature of their functional involvement in MBM progression. Targeting microglia highly expressing JunB may potentially be utilized for MBM theranostics.
Collapse
Affiliation(s)
- Orit Adir
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel; (O.A.); (O.S.-A.); (T.M.); (S.B.-M.); (I.P.W.)
| | - Orit Sagi-Assif
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel; (O.A.); (O.S.-A.); (T.M.); (S.B.-M.); (I.P.W.)
| | - Tsipi Meshel
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel; (O.A.); (O.S.-A.); (T.M.); (S.B.-M.); (I.P.W.)
| | - Shlomit Ben-Menachem
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel; (O.A.); (O.S.-A.); (T.M.); (S.B.-M.); (I.P.W.)
| | - Metsada Pasmanik-Chor
- Bioinformatics Unit, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel;
| | - Dave S. B. Hoon
- Department of Translational Molecular Medicine, Saint John’s Cancer Institute, Providence Saint John’s Health Center, Santa Monica, CA 90404, USA;
| | - Isaac P. Witz
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel; (O.A.); (O.S.-A.); (T.M.); (S.B.-M.); (I.P.W.)
| | - Sivan Izraely
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Science, Tel Aviv University, Tel Aviv 6997801, Israel; (O.A.); (O.S.-A.); (T.M.); (S.B.-M.); (I.P.W.)
| |
Collapse
|
7
|
Ullah K, Ai L, Humayun Z, Wu R. Targeting Endothelial HIF2α/ARNT Expression for Ischemic Heart Disease Therapy. BIOLOGY 2023; 12:995. [PMID: 37508425 PMCID: PMC10376750 DOI: 10.3390/biology12070995] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 07/07/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023]
Abstract
Ischemic heart disease (IHD) is a major cause of mortality and morbidity worldwide, with novel therapeutic strategies urgently needed. Endothelial dysfunction is a hallmark of IHD, contributing to its development and progression. Hypoxia-inducible factors (HIFs) are transcription factors activated in response to low oxygen levels, playing crucial roles in various pathophysiological processes related to cardiovascular diseases. Among the HIF isoforms, HIF2α is predominantly expressed in cardiac vascular endothelial cells and has a key role in cardiovascular diseases. HIFβ, also known as ARNT, is the obligate binding partner of HIFα subunits and is necessary for HIFα's transcriptional activity. ARNT itself plays an essential role in the development of the cardiovascular system, regulating angiogenesis, limiting inflammatory cytokine production, and protecting against cardiomyopathy. This review provides an overview of the current understanding of HIF2α and ARNT signaling in endothelial cell function and dysfunction and their involvement in IHD pathogenesis. We highlight their roles in inflammation and maintaining the integrity of the endothelial barrier, as well as their potential as therapeutic targets for IHD.
Collapse
Affiliation(s)
- Karim Ullah
- Section of Cardiology, Department of Medicine, Biological Sciences Division, University of Chicago, Chicago, IL 60637, USA
| | - Lizhuo Ai
- Section of Cardiology, Department of Medicine, Biological Sciences Division, University of Chicago, Chicago, IL 60637, USA
- The Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Zainab Humayun
- Section of Cardiology, Department of Medicine, Biological Sciences Division, University of Chicago, Chicago, IL 60637, USA
| | - Rongxue Wu
- Section of Cardiology, Department of Medicine, Biological Sciences Division, University of Chicago, Chicago, IL 60637, USA
| |
Collapse
|
8
|
Zeng J, Chen J, Li M, Zhong C, Liu Z, Wang Y, Li Y, Jiang F, Fang S, Zhong W. Integrated high-throughput analysis identifies super enhancers in metastatic castration-resistant prostate cancer. Front Pharmacol 2023; 14:1191129. [PMID: 37292153 PMCID: PMC10244677 DOI: 10.3389/fphar.2023.1191129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 04/25/2023] [Indexed: 06/10/2023] Open
Abstract
Background: Metastatic castration-resistant prostate cancer (mCRPC) is a highly aggressive stage of prostate cancer, and non-mutational epigenetic reprogramming plays a critical role in its progression. Super enhancers (SE), epigenetic elements, are involved in multiple tumor-promoting signaling pathways. However, the SE-mediated mechanism in mCRPC remains unclear. Methods: SE-associated genes and transcription factors were identified from a cell line (C4-2B) of mCRPC by the CUT&Tag assay. Differentially expressed genes (DEGs) between mCRPC and primary prostate cancer (PCa) samples in the GSE35988 dataset were identified. What's more, a recurrence risk prediction model was constructed based on the overlapping genes (termed SE-associated DEGs). To confirm the key SE-associated DEGs, BET inhibitor JQ1 was applied to cells to block SE-mediated transcription. Finally, single-cell analysis was performed to visualize cell subpopulations expressing the key SE-associated DEGs. Results: Nine human TFs, 867 SE-associated genes and 5417 DEGs were identified. 142 overlapping SE-associated DEGs showed excellent performance in recurrence prediction. Time-dependent receiver operating characteristic (ROC) curve analysis showed strong predictive power at 1 year (0.80), 3 years (0.85), and 5 years (0.88). The efficacy of his performance has also been validated in external datasets. In addition, FKBP5 activity was significantly inhibited by JQ1. Conclusion: We present a landscape of SE and their associated genes in mCPRC, and discuss the potential clinical implications of these findings in terms of their translation to the clinic.
Collapse
Affiliation(s)
- Jie Zeng
- Department of Urology, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Jiahong Chen
- Department of Urology, Huizhou Municipal Central Hospital, Huizhou, Guangdong, China
| | - Maozhang Li
- Department of Urology, Huizhou Municipal Central Hospital, Huizhou, Guangdong, China
| | - Chuanfan Zhong
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Zezhen Liu
- Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, and Guangdong Key Laboratory of Urology, Guangzhou, Guangdong, China
| | - Yan Wang
- Department of Urology, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Yuejiao Li
- Department of Urology, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Funeng Jiang
- Department of Urology, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Shumin Fang
- Department of Urology, Huizhou Municipal Central Hospital, Huizhou, Guangdong, China
| | - Weide Zhong
- Department of Urology, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| |
Collapse
|
9
|
He Y, Shi Y, Yang Y, Huang H, Feng Y, Wang Y, Zhan L, Wei B. Chrysin induces autophagy through the inactivation of the ROS‑mediated Akt/mTOR signaling pathway in endometrial cancer. Int J Mol Med 2021; 48:172. [PMID: 34278450 PMCID: PMC8285048 DOI: 10.3892/ijmm.2021.5005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 05/27/2021] [Indexed: 12/13/2022] Open
Abstract
Endometrial cancer (EC) is widely known as an aggressive malignancy. Due to the limited therapeutic options and poor prognosis of patients with advanced-stage EC, there is a need to identify effective alternative treatments. Chrysin is a naturally active flavonoid (5,7-dihydroxyflavone), which has been demonstrated to exert anticancer effects and may present a novel strategy for EC treatment. However, the role of chrysin in EC remains largely unclear. The aim of the present study was to examine the anticancer effects of chrysin on EC. The results revealed that, in addition to apoptosis, chrysin increased the LC3II expression levels and markedly accelerated the autophagic flux, suggesting that chrysin induced both the autophagy and apoptosis of EC cells. Furthermore, the inhibition of autophagy by chloroquine enhanced the inhibitory effect on cell proliferation and the promotion of the chrysin-induced apoptosis of EC cells, indicating that chrysin-induced autophagy was a cytoprotective mechanism. Additionally, chrysin led to the production of intracellular reactive oxygen species (ROS). N-acetylcysteine (NAC) pretreatment significantly inhibited chrysin-induced autophagy, suggesting that ROS activated autophagy induced by chrysin in EC cells. Furthermore, the phosphorylated (p-) Akt and p-mTOR levels were significantly decreased in a concentration-dependent manner following treatment with chrysin, while NAC blocked these effects. Taken together, these findings demonstrated that chrysin-induced autophagy via the inactivation of the ROS-mediated Akt/mTOR signaling pathway in EC cells.
Collapse
Affiliation(s)
- Yu He
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Yuchuan Shi
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Yang Yang
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Huanhuan Huang
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Yifan Feng
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Yunmeng Wang
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Lei Zhan
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Bing Wei
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| |
Collapse
|
10
|
Nguyen T, Zheng M, Knapp M, Sladojevic N, Zhang Q, Ai L, Harrison D, Chen A, Sitikov A, Shen L, Gonzalez FJ, Zhao Q, Fang Y, Liao JJK, Wu R. Endothelial Aryl Hydrocarbon Receptor Nuclear Translocator Mediates the Angiogenic Response to Peripheral Ischemia in Mice With Type 2 Diabetes Mellitus. Front Cell Dev Biol 2021; 9:691801. [PMID: 34179020 PMCID: PMC8222825 DOI: 10.3389/fcell.2021.691801] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 05/17/2021] [Indexed: 11/13/2022] Open
Abstract
Hypoxia-inducible factors (HIFs) are the master regulators of angiogenesis, a process that is impaired in patients with diabetes mellitus (DM). The transcription factor aryl hydrocarbon receptor nuclear translocator (ARNT, also known as HIF1β) has been implicated in the development and progression of diabetes. Angiogenesis is driven primarily by endothelial cells (ECs), but both global and EC-specific loss of ARNT-cause are associated with embryonic lethality. Thus, we conducted experiments in a line of mice carrying an inducible, EC-specific ARNT-knockout mutation (Arnt Δ EC, ERT2) to determine whether aberrations in ARNT expression might contribute to the vascular deficiencies associated with diabetes. Mice were first fed with a high-fat diet to induce diabetes. Arnt Δ EC, ERT2 mice were then adminstrated with oral tamoxifen to disrupt Arnt and peripheral angiogenesis was evaluated by using laser-Doppler perfusion imaging to monitor blood flow after hindlimb ischemia. The Arnt Δ EC, ERT2 mice had impaired blood flow recovery under both non-diabetic and diabetic conditions, but the degree of impairment was greater in diabetic animals. In addition, siRNA-mediated knockdown of ARNT activity reduced measurements of tube formation, and cell viability in human umbilical vein endothelial cells (HUVECs) cultured under high-glucose conditions. The Arnt Δ EC, ERT2 mutation also reduced measures of cell viability, while increasing the production of reactive oxygen species (ROS) in microvascular endothelial cells (MVECs) isolated from mouse skeletal muscle, and the viability of Arnt Δ EC, ERT2 MVECs under high-glucose concentrations increased when the cells were treated with an ROS inhibitor. Collectively, these observations suggest that declines in endothelial ARNT expression contribute to the suppressed angiogenic phenotype in diabetic mice, and that the cytoprotective effect of ARNT expression in ECs is at least partially mediated by declines in ROS production.
Collapse
Affiliation(s)
- Tu Nguyen
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Mei Zheng
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Maura Knapp
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Nikola Sladojevic
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Qin Zhang
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Lizhuo Ai
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Devin Harrison
- Section of Pulmonary and Critical Care, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Anna Chen
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Albert Sitikov
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Le Shen
- Section of General Surgery, Department of Surgery, University of Chicago, Chicago, IL, United States
| | - Frank J. Gonzalez
- Laboratory of Metabolism, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Qiong Zhao
- Division of Cardiology, Department of Medicine, Inova Heart and Vascular Institute, Annandale, VA, United States
| | - Yun Fang
- Section of Pulmonary and Critical Care, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - James J. K. Liao
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Rongxue Wu
- Biological Sciences Division – Cardiology, Department of Medicine, University of Chicago, Chicago, IL, United States
| |
Collapse
|
11
|
Lee H, Jose PA. Coordinated Contribution of NADPH Oxidase- and Mitochondria-Derived Reactive Oxygen Species in Metabolic Syndrome and Its Implication in Renal Dysfunction. Front Pharmacol 2021; 12:670076. [PMID: 34017260 PMCID: PMC8129499 DOI: 10.3389/fphar.2021.670076] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 04/14/2021] [Indexed: 12/16/2022] Open
Abstract
Metabolic syndrome (MetS), a complex of interrelated risk factors for cardiovascular disease and diabetes, is comprised of central obesity (increased waist circumference), hyperglycemia, dyslipidemia (high triglyceride blood levels, low high-density lipoprotein blood levels), and increased blood pressure. Oxidative stress, caused by the imbalance between pro-oxidant and endogenous antioxidant systems, is the primary pathological basis of MetS. The major sources of reactive oxygen species (ROS) associated with MetS are nicotinamide-adenine dinucleotide phosphate (NADPH) oxidases and mitochondria. In this review, we summarize the current knowledge regarding the generation of ROS from NADPH oxidases and mitochondria, discuss the NADPH oxidase- and mitochondria-derived ROS signaling and pathophysiological effects, and the interplay between these two major sources of ROS, which leads to chronic inflammation, adipocyte proliferation, insulin resistance, and other metabolic abnormalities. The mechanisms linking MetS and chronic kidney disease are not well known. The role of NADPH oxidases and mitochondria in renal injury in the setting of MetS, particularly the influence of the pyruvate dehydrogenase complex in oxidative stress, inflammation, and subsequent renal injury, is highlighted. Understanding the molecular mechanism(s) underlying MetS may lead to novel therapeutic approaches by targeting the pyruvate dehydrogenase complex in MetS and prevent its sequelae of chronic cardiovascular and renal diseases.
Collapse
Affiliation(s)
- Hewang Lee
- Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, United States
| | - Pedro A Jose
- Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, United States.,Department of Pharmacology and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC, United States
| |
Collapse
|