1
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Flickinger KM, Mellado Fritz CA, Huggler KS, Wade GM, Chang GR, Fox KC, Simcox JA, Cantor JR. Cytosolic NADK is conditionally essential for folate-dependent nucleotide synthesis. Nat Metab 2025:10.1038/s42255-025-01272-3. [PMID: 40316835 DOI: 10.1038/s42255-025-01272-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 03/11/2025] [Indexed: 05/04/2025]
Abstract
Nicotinamide adenine dinucleotide kinase (NADK) catalyses the phosphorylation of NAD+ to produce NAD phosphate, the oxidized form of NADPH, a cofactor that serves a critical role in driving reductive metabolism. Cancer cells co-express two distinct NAD kinases that differ by localization (NADK, cytosol; NADK2, mitochondria). CRISPR screens performed across hundreds of cancer cell lines indicate that both are dispensable for growth in conventional culture media. By contrast, NADK deletion impaired cell growth in human plasma-like medium. Here we trace this conditional NADK dependence to the availability of folic acid. NADPH is the preferred cofactor of dihydrofolate reductase (DHFR), the enzyme that mediates metabolic activation of folic acid. We find that NADK is required for enabling cytosolic NADPH-driven DHFR activity sufficient to maintain folate-dependent nucleotide synthesis under low folic acid conditions. Our results reveal a basis for conditional NADK essentiality and suggest that folate availability determines whether DHFR activity can be sustained by alternative electron donors such as NADH.
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Affiliation(s)
- Kyle M Flickinger
- Morgridge Institute for Research, Madison, WI, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Carlos A Mellado Fritz
- Morgridge Institute for Research, Madison, WI, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Kimberly S Huggler
- Morgridge Institute for Research, Madison, WI, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Gina M Wade
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Gavin R Chang
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Kathryn C Fox
- Flow Cytometry Laboratory, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Judith A Simcox
- Howard Hughes Medical Institute, Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Jason R Cantor
- Morgridge Institute for Research, Madison, WI, USA.
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA.
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA.
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2
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Chang J, Li Q, Zhang T, Sun H, Jia Z, Li Y, Zhang S, Sun T, Ma S, Cao J. Genome-wide CRISPR screening of genes and pathways for insect cell responding to abnormal environmental pH. Int J Biol Macromol 2025; 305:141000. [PMID: 39952507 DOI: 10.1016/j.ijbiomac.2025.141000] [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: 09/26/2024] [Revised: 02/05/2025] [Accepted: 02/11/2025] [Indexed: 02/17/2025]
Abstract
Cells are bathed in the extracellular fluids in which the extracellular pH (pHe) is maintained to a narrow range, and abnormal pHe is related to multiple diseases. However, the genes and signaling pathways underlying cell response to abnormal pHe remain unclear. Identification of genes responsive to extreme pHe challenge has great value in both basic research and medicine. Here, we performed genome-wide CRISPR screening to reveal genes and pathways related to insect cell response to abnormal pHe. Cells of the Bombyx mori embryonic cell line (BmE) genome-scale CRISPR screening cell library (BmEGCKLib) were cultured in different pHe (the physiological pH 6.3 as control; pH 5.0, 5.5, 6.6 and 6.95 as abnormal pHe). In the four extreme pH groups, we identified 44 overlapped fitness genes and 24 overlapped positive selected genes respectively. We also performed Kyoto Encyclopedia of Genes and Genomes pathways enrichment analysis for the selected genes. The "phosphatidylinositol signaling system", "mRNA surveillance pathway" and "spliceosome pathway" were significantly enriched in the negative selection, suggesting that cellular signal transduction and mRNA quality play essential roles for cells to resist to abnormal pHe. This is the first time to provide insight into insect cell response to abnormal pHe on a genome-scale.
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Affiliation(s)
- Jiasong Chang
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Qi Li
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Tong Zhang
- Biological Science Research Center, Southwest University, Chongqing, China
| | - Hao Sun
- Biological Science Research Center, Southwest University, Chongqing, China
| | - Zhangrong Jia
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Yiying Li
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Shengxiao Zhang
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Rheumatology and Immunology, the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Teng Sun
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Physiology, Shanxi Medical University, Taiyuan, China.
| | - Sanyuan Ma
- Biological Science Research Center, Southwest University, Chongqing, China.
| | - Jimin Cao
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China; Department of Physiology, Shanxi Medical University, Taiyuan, China.
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3
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Richiardone E, Giolito MV, Al Roumi R, Ambroise J, Boidot R, Drotleff B, Ghesquière B, Lupo B, Trusolino L, Bardelli A, Arena S, Feron O, Corbet C. Acidosis overrides molecular heterogeneity to shape therapeutically targetable metabolic phenotypes in colon cancers. Cancer Lett 2025; 613:217512. [PMID: 39900217 DOI: 10.1016/j.canlet.2025.217512] [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: 11/04/2024] [Revised: 01/20/2025] [Accepted: 01/28/2025] [Indexed: 02/05/2025]
Abstract
Colorectal cancer (CRC) represents a prototypical example of a cancer type for which inter- and intra-tumor heterogeneities remain major challenges for the clinical management of patients. Besides genotype-mediated phenotypic alterations, tumor microenvironment (TME) conditions are increasingly recognized to promote intrinsic diversity and phenotypic plasticity and sustain disease progression. In particular, acidosis is a common hallmark of solid tumors, including CRC, and it is known to induce aggressive cancer cell phenotypes. In this study, we report that long-term adaptation to acidic pH conditions is associated with common metabolic alterations, including a glycolysis-to-respiration switch and a higher reliance on the activity of phosphoglycerate dehydrogenase (PHGDH), in CRC cells initially displaying molecularly heterogeneous backgrounds. Pharmacological inhibition of PHGDH activity or mitochondrial respiration induces greater growth-inhibitory effects in acidosis-exposed CRC cells in 2D and 3D culture conditions, and in patient-derived CRC organoids. These data pave the way for drugs targeting the acidic tumor compartment as a "one-size-fits-all" therapeutic approach to delay CRC progression.
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Affiliation(s)
- Elena Richiardone
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Avenue Hippocrate 57, B1.57.04, B-1200, Brussels, Belgium
| | - Maria Virginia Giolito
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Avenue Hippocrate 57, B1.57.04, B-1200, Brussels, Belgium
| | - Rim Al Roumi
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Avenue Hippocrate 57, B1.57.04, B-1200, Brussels, Belgium
| | - Jérôme Ambroise
- Centre des Technologies Moléculaires Appliquées (CTMA), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Avenue Hippocrate 54, B-1200, Brussels, Belgium
| | - Romain Boidot
- Unit of Molecular Biology, Department of Biology and Pathology of Tumors, Georges-François Leclerc Cancer Center-UNICANCER, 21079, Dijon, France
| | | | - Bart Ghesquière
- Laboratory of Applied Mass Spectrometry, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium; Metabolomics Core Facility Leuven, Center for Cancer Biology, VIB, Leuven, Belgium
| | - Barbara Lupo
- Department of Oncology, University of Torino, Candiolo (TO), Italy; Candiolo Cancer Institute - FPO IRCCS, Candiolo (TO), Italy
| | - Livio Trusolino
- Department of Oncology, University of Torino, Candiolo (TO), Italy; Candiolo Cancer Institute - FPO IRCCS, Candiolo (TO), Italy
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS, The AIRC Institute of Molecular Oncology, 20139, Milan, Italy
| | - Sabrina Arena
- Department of Oncology, University of Torino, Candiolo (TO), Italy; Candiolo Cancer Institute - FPO IRCCS, Candiolo (TO), Italy
| | - Olivier Feron
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Avenue Hippocrate 57, B1.57.04, B-1200, Brussels, Belgium; WEL Research Institute, Avenue Pasteur 6, B-1300, Wavre, Belgium
| | - Cyril Corbet
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Avenue Hippocrate 57, B1.57.04, B-1200, Brussels, Belgium; WEL Research Institute, Avenue Pasteur 6, B-1300, Wavre, Belgium.
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4
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Rolver MG, Camacho-Roda J, Dai Y, Flinck M, Ialchina R, Hindkær J, Dyhr RT, Bodilsen AN, Prasad NS, Baldan J, Yao J, Sandelin A, Arnes L, Pedersen SF. Tumor microenvironment acidosis favors pancreatic cancer stem cell properties and in vivo metastasis. iScience 2025; 28:111956. [PMID: 40083719 PMCID: PMC11904601 DOI: 10.1016/j.isci.2025.111956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 12/20/2024] [Accepted: 01/31/2025] [Indexed: 03/16/2025] Open
Abstract
The acidic tumor microenvironment (TME) favors cancer aggressiveness via incompletely understood pathways. Here, we asked whether adaptation to environmental acidosis (pH 6.5) selects for human pancreatic cancer stem cell (CSC) properties. RNA sequencing (RNA-seq) of acid-adapted (AA) Panc-1 cells revealed CSC pathway enrichment and upregulation of CSC markers. AA Panc-1 cells exhibited classical CSC characteristics including increased aldehyde dehydrogenase (ALDH) activity and β-catenin activity. Panc-1, PaTu8988s, and MiaPaCa-2 cells all exhibited increased pancreatosphere-forming efficiency after acid adaptation but differed in CSC marker expression and did not exhibit typical flow cytometric CSC populations. However, single-nucleus sequencing revealed the acid adaptation-induced emergence of Panc-1 cell subpopulations with clear CSC characteristics. In orthotopic mouse tumors, AA Panc-1 cells exhibited enhanced aggressiveness, liver and lung metastasis, compared to controls. Collectively, our work suggests that acid adaptation enriches for pancreatic CSC phenotypes with unusual traits via several trajectories, providing new insight into how acidic microenvironments favor cancer aggressiveness.
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Affiliation(s)
- Michala G. Rolver
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Juan Camacho-Roda
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Yifan Dai
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Mette Flinck
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Renata Ialchina
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Julie Hindkær
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Rigmor T. Dyhr
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - August N. Bodilsen
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Nanditha S. Prasad
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Jonathan Baldan
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Jiayi Yao
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Albin Sandelin
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Luis Arnes
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Stine F. Pedersen
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
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5
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Jin Y, Xiao X, Xiang J, Yu T, Wang T, Zhou Y, Huang S. Identification of a Lactate Accumulation Model to Explain the Heterogeneity in Prognosis, Immune Landscape, and Tumor Environment for HNSCC patients. J Cancer 2025; 16:1668-1683. [PMID: 39991576 PMCID: PMC11843242 DOI: 10.7150/jca.99560] [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: 06/12/2024] [Accepted: 12/07/2024] [Indexed: 02/25/2025] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is one of the most frequent cancers with a high mortality rate. Lactate accumulation, a hallmark of cancer, has received extensive attention, but its role in HNSCC remains underexplored. Therefore, we identified 33 prognostic genes related to lactate accumulation. By consensus clustering, we separated all HNSCC samples into cluster_A or cluster_B and explored the difference of clinicopathological characteristics and genomics landscape. Next, we performed LASSO analysis and RSF to calculate the lactate-related gene score (LRGS) and constructed a risk model with high accuracy for predicting survival, as estimated by ROC, nomogram, and calibration curve. Then, through OncoPredict algorithm and TCIA, we filter the suitable drugs, especially immunology with diverse LRGS. GSEA analysis showed that the DEGs of LRGS were enriched in activation of immune response and positive regulation of immune response. Moreover, we developed a tumor-infiltrating immune-related lncRNA signature (TILSig) through a combination of 115 immune cell lines from 16 GEO datasets and DealGPL570. Subsequently, we identified the 9 tumor-infiltrating immune-related lncRNAs and calculated the TIL_score. The correlations among these tumor-infiltrating immune-related lncRNAs, hub lactate-related genes and LRGS levels were visualized. According to validation using multiple datasets including TCGA, GSE65858, GSE41613, GSE27020, and the IMvigor 210 database, CARS2, NFU1, and SYNJ1 were identified as hub genes. In light of a comprehensive pan-cancer study, we analyzed these genes to detect the potential clinical value. In conclusion, the constructed LRGS provides important insights for subsequent mechanistic research and can guide clinicians in proposing therapeutic strategies for HNSCC patients.
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Affiliation(s)
- Yi Jin
- Department of Radiation Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, 410013, China
- Key Laboratory of Translational Radiation Oncology, Department of Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, China
| | - Xiang Xiao
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, 410013, China
| | - Jiayu Xiang
- Department of Radiation Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, 410013, China
| | - Tingjie Yu
- Department of Radiation Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, 410013, China
| | - Tingting Wang
- Department of Radiation Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, 410013, China
| | - Yonghong Zhou
- School of Medicine, Shanghai University, 99 Shangda Road, Shanghai 200444, China
| | - Siwei Huang
- School of Humanities and Management, Hunan University of Chinese Medicine, Changsha, Hunan 410208, China
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6
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Huggler KS, Mellado Fritz CA, Flickinger KM, Chang GR, McGuire MF, Cantor JR. Hexokinase detachment from mitochondria drives the Warburg effect to support compartmentalized ATP production. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.07.637120. [PMID: 39975027 PMCID: PMC11839068 DOI: 10.1101/2025.02.07.637120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Hexokinase (HK) catalyzes the synthesis of glucose-6-phosphate, marking the first committed step of glucose metabolism. Most cancer cells express two homologous isoforms (HK1 and HK2) that can each bind to the outer mitochondrial membrane (OMM). CRISPR screens across hundreds of cancer cell lines indicate that both are dispensable for cell growth in traditional culture media. By contrast, HK2 deletion impairs cell growth in Human Plasma-Like Medium (HPLM). Here, we find that HK2 is required to maintain sufficient cytosolic (OMM-detached) HK activity under conditions that enhance HK1 binding to the OMM. Notably, OMM-detached rather than OMM-docked HK promotes "aerobic glycolysis" (Warburg effect), an enigmatic phenotype displayed by most proliferating cells. We show that several proposed theories for this phenotype cannot explain the HK2 dependence and instead find that HK2 deletion severely impairs glycolytic ATP production with little impact on total ATP yield for cells in HPLM. Our results reveal a basis for conditional HK2 essentiality and suggest that demand for compartmentalized ATP synthesis underlies the Warburg effect.
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7
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Snaebjornsson MT, Poeller P, Komkova D, Röhrig F, Schlicker L, Winkelkotte AM, Chaves-Filho AB, Al-Shami KM, Caballero CD, Koltsaki I, Vogel FCE, Frias-Soler RC, Rudalska R, Schwarz JD, Wolf E, Dauch D, Steuer R, Schulze A. Targeting aldolase A in hepatocellular carcinoma leads to imbalanced glycolysis and energy stress due to uncontrolled FBP accumulation. Nat Metab 2025; 7:348-366. [PMID: 39833612 PMCID: PMC11860237 DOI: 10.1038/s42255-024-01201-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 12/06/2024] [Indexed: 01/22/2025]
Abstract
Increased glycolytic flux is a hallmark of cancer; however, an increasing body of evidence indicates that glycolytic ATP production may be dispensable in cancer, as metabolic plasticity allows cancer cells to readily adapt to disruption of glycolysis by increasing ATP production via oxidative phosphorylation. Using functional genomic screening, we show here that liver cancer cells show a unique sensitivity toward aldolase A (ALDOA) depletion. Targeting glycolysis by disrupting the catalytic activity of ALDOA led to severe energy stress and cell cycle arrest in murine and human hepatocellular carcinoma cell lines. With a combination of metabolic flux analysis, metabolomics, stable-isotope tracing and mathematical modelling, we demonstrate that inhibiting ALDOA induced a state of imbalanced glycolysis in which the investment phase outpaced the payoff phase. Targeting ALDOA effectively converted glycolysis from an energy producing into an energy-consuming process. Moreover, we found that depletion of ALDOA extended survival and reduced cancer cell proliferation in an animal model of hepatocellular carcinoma. Thus, our findings indicate that induction of imbalanced glycolysis by targeting ALDOA presents a unique opportunity to overcome the inherent metabolic plasticity of cancer cells.
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Affiliation(s)
- Marteinn T Snaebjornsson
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Philipp Poeller
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Daria Komkova
- Institute for Theoretical Biology, Humboldt University of Berlin, Berlin, Germany
| | - Florian Röhrig
- Department of Biochemistry and Molecular Biology, Theodor-Boveri-Institute, University of Würzburg, Würzburg, Germany
| | - Lisa Schlicker
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alina M Winkelkotte
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Adriano B Chaves-Filho
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kamal M Al-Shami
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Carolina Dehesa Caballero
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Ioanna Koltsaki
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix C E Vogel
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Roberto Carlos Frias-Soler
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ramona Rudalska
- Department of Medical Oncology and Pneumology, University Hospital Tübingen, Tübingen, Germany
- IFIT Cluster of Excellence EXC 2180 'Image-Guided and Functionally Instructed Tumor Therapies', University of Tübingen, Tübingen, Germany
| | - Jessica D Schwarz
- Department of Biochemistry and Molecular Biology, Theodor-Boveri-Institute, University of Würzburg, Würzburg, Germany
| | - Elmar Wolf
- Department of Biochemistry and Molecular Biology, Theodor-Boveri-Institute, University of Würzburg, Würzburg, Germany
- Biochemical Institute, University of Kiel, Kiel, Germany
| | - Daniel Dauch
- Department of Medical Oncology and Pneumology, University Hospital Tübingen, Tübingen, Germany
- IFIT Cluster of Excellence EXC 2180 'Image-Guided and Functionally Instructed Tumor Therapies', University of Tübingen, Tübingen, Germany
- Tübingen Center for Academic Drug Discovery & Development (TüCAD2), Tübingen, Germany
| | - Ralf Steuer
- Institute for Theoretical Biology, Humboldt University of Berlin, Berlin, Germany
- Peter Debye Institute for Soft Matter Physics, Leipzig University, Leipzig, Germany
| | - Almut Schulze
- Division of Tumor Metabolism and Microenvironment, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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8
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Feng B, Li R, Li W, Tang L. Metabolic immunoengineering approaches to enhance CD8 + T cell-based cancer immunotherapy. Cell Syst 2024; 15:1225-1244. [PMID: 39701038 DOI: 10.1016/j.cels.2024.11.010] [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: 07/25/2024] [Revised: 10/24/2024] [Accepted: 11/14/2024] [Indexed: 12/21/2024]
Abstract
Many cancer immunotherapies rely on robust CD8+ T cells capable of eliminating cancer cells and establishing long-term tumor control. Recent insights into immunometabolism highlight the importance of nutrients and metabolites in T cell activation and differentiation. Within the tumor microenvironment (TME), CD8+ tumor-infiltrating lymphocytes (TILs) undergo metabolic adaptations to survive but compromise their effector function and differentiation. Targeting metabolism holds promise for enhancing CD8+ T cell-mediated antitumor immunity. Here, we overview the metabolic features of CD8+ TILs and their impact on T cell effector function and differentiation. We also highlight immunoengineering strategies by leveraging the Yin-Yang of metabolic modulation for improving cancer immunotherapy.
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Affiliation(s)
- Bing Feng
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland; Institute of Materials Science & Engineering, EPFL, 1015 Lausanne, Switzerland
| | - Rongrong Li
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Weilin Li
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Li Tang
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland; Institute of Materials Science & Engineering, EPFL, 1015 Lausanne, Switzerland.
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9
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Kenny TC, Birsoy K. Mitochondria and Cancer. Cold Spring Harb Perspect Med 2024; 14:a041534. [PMID: 38692736 PMCID: PMC11610758 DOI: 10.1101/cshperspect.a041534] [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: 05/03/2024]
Abstract
Mitochondria are semiautonomous organelles with diverse metabolic and cellular functions including anabolism and energy production through oxidative phosphorylation. Following the pioneering observations of Otto Warburg nearly a century ago, an immense body of work has examined the role of mitochondria in cancer pathogenesis and progression. Here, we summarize the current state of the field, which has coalesced around the position that functional mitochondria are required for cancer cell proliferation. In this review, we discuss how mitochondria influence tumorigenesis by impacting anabolism, intracellular signaling, and the tumor microenvironment. Consistent with their critical functions in tumor formation, mitochondria have become an attractive target for cancer therapy. We provide a comprehensive update on the numerous therapeutic modalities targeting the mitochondria of cancer cells making their way through clinical trials.
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Affiliation(s)
- Timothy C Kenny
- Laboratory of Metabolic Regulation and Genetics, The Rockefeller University, New York, New York 10065, USA
| | - Kıvanç Birsoy
- Laboratory of Metabolic Regulation and Genetics, The Rockefeller University, New York, New York 10065, USA
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10
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Myers BL, Brayer KJ, Paez-Beltran LE, Villicana E, Keith MS, Suzuki H, Newville J, Anderson RH, Lo Y, Mertz CM, Kollipara RK, Borromeo MD, Lu QR, Bachoo RM, Johnson JE, Vue TY. Transcription factors ASCL1 and OLIG2 drive glioblastoma initiation and co-regulate tumor cell types and migration. Nat Commun 2024; 15:10363. [PMID: 39609428 PMCID: PMC11605073 DOI: 10.1038/s41467-024-54750-9] [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: 10/30/2023] [Accepted: 11/20/2024] [Indexed: 11/30/2024] Open
Abstract
Glioblastomas (GBMs) are highly aggressive, infiltrative, and heterogeneous brain tumors driven by complex genetic alterations. The basic-helix-loop-helix (bHLH) transcription factors ASCL1 and OLIG2 are dynamically co-expressed in GBMs; however, their combinatorial roles in regulating the plasticity and heterogeneity of GBM cells are unclear. Here, we show that induction of somatic mutations in subventricular zone (SVZ) progenitor cells leads to the dysregulation of ASCL1 and OLIG2, which then function redundantly and are required for brain tumor formation in a mouse model of GBM. Subsequently, the binding of ASCL1 and OLIG2 to each other's loci and to downstream target genes then determines the cell types and degree of migration of tumor cells. Single-cell RNA sequencing (scRNA-seq) reveals that a high level of ASCL1 is key in specifying highly migratory neural stem cell (NSC)/astrocyte-like tumor cell types, which are marked by upregulation of ribosomal protein, oxidative phosphorylation, cancer metastasis, and therapeutic resistance genes.
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Affiliation(s)
- Bianca L Myers
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Kathryn J Brayer
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Luis E Paez-Beltran
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Estrella Villicana
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Matthew S Keith
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Hideaki Suzuki
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Jessie Newville
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Rebekka H Anderson
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Yunee Lo
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Conner M Mertz
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Rahul K Kollipara
- McDermott Center for Human Growth and Development, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Mark D Borromeo
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Q Richard Lu
- Department of Pediatrics, Brain Tumor Center, EHCB, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Robert M Bachoo
- Department of Neurology and Neurotherapeutics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jane E Johnson
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tou Yia Vue
- Department of Neurosciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA.
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA.
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11
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Głowacka K, Ibanez S, Renoult O, Vermonden P, Giolito MV, Özkan K, Degavre C, Aubert L, Guilbaud C, Laloux-Morris F, Richiardone E, Ambroise J, Bouzin C, Brusa D, Dehairs J, Swinnen J, Corbet C, Larondelle Y, Feron O. Acid-exposed and hypoxic cancer cells do not overlap but are interdependent for unsaturated fatty acid resources. Nat Commun 2024; 15:10107. [PMID: 39572570 PMCID: PMC11582563 DOI: 10.1038/s41467-024-54435-3] [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: 03/13/2024] [Accepted: 11/07/2024] [Indexed: 11/24/2024] Open
Abstract
Cancer cells in acidic tumor regions are aggressive and a key therapeutic target, but distinguishing between acid-exposed and hypoxic cells is challenging. Here, we use carbonic anhydrase 9 (CA9) antibodies to mark acidic areas in both hypoxic and respiring tumor areas, along with an HRE-GFP reporter for hypoxia, to isolate distinct cell populations from 3D tumor spheroids. Transcriptomic analysis of CA9-positive, hypoxia-negative cells highlights enriched fatty acid desaturase activity. Inhibiting or silencing stearoyl-CoA desaturase-1 (SCD1) induces ferroptosis in CA9-positive acidic cancer cells and delays mouse tumor growth, an effect enhanced by omega-3 fatty acid supplementation. Using acid-exposed cancer cells and patient-derived tumor organoids, we show that SCD1 inhibition increases acidic cancer cell reliance on external mono-unsaturated fatty acids, depriving hypoxic cells of essential resources. This bystander effect provides unbiased evidence for a lack of full overlap between hypoxic and acidic tumor compartments, highlighting a rationale for targeting desaturase activity in cancer.
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Affiliation(s)
- Katarzyna Głowacka
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Sébastien Ibanez
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Ophélie Renoult
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Perrine Vermonden
- Louvain Institute of Biomolecular Science and Technology (LIBST), UCLouvain, Louvain-la-Neuve, Belgium
| | - Maria Virginia Giolito
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Kübra Özkan
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Charline Degavre
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Léo Aubert
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Céline Guilbaud
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Florine Laloux-Morris
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Elena Richiardone
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Jérôme Ambroise
- Centre des Technologies Moléculaires Appliquées (CTMA), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Caroline Bouzin
- Imaging Platform 2IP, Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Davide Brusa
- CytoFlux-Flow Cytometry and Cell Sorting Platform, Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Jonas Dehairs
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Johan Swinnen
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Cyril Corbet
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Yvan Larondelle
- Louvain Institute of Biomolecular Science and Technology (LIBST), UCLouvain, Louvain-la-Neuve, Belgium
| | - Olivier Feron
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium.
- Walloon Excellence in Life Sciences and BIOtechnology (WELBIO) Department, WEL Research Institute, Wavre, Belgium.
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12
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Han Y, Jiang M, Zhou J, Lei H, Yuan R, Chai Y. The Acid-Stimulated Self-Assembled DNA Nanonetwork for Sensitive Detection and Living Cancer Cell Imaging of MicroRNA-221. Anal Chem 2024; 96:16715-16723. [PMID: 39392416 DOI: 10.1021/acs.analchem.4c03055] [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: 10/12/2024]
Abstract
Herein, a novel functional DNA structure, acid-stimulated self-assembly DNA nanonetwork (ASDN), was proposed for miRNA-221 sensitive detection and high-resolution living cancer cell imaging. Significantly, the self-assembly of ASDN only occurred in the acidic extracellular environment of cancer cells, which could be endocytosed by cancer cells to eliminate the interference of noncancer cells and deliver the ASDN into cancer cells. Subsequently, endogenous miRNA-221 could trigger the catalytic hairpin assembly within ASDN, resulting in the separation of the fluorophore Cy5 and the quencher BHQ2 to recover the substantial Cy5 fluorescence signals, thus achieving signal amplification for sensitive detection of miRNA-221 with a detection limit of 5.5 pM, as well as facilitating high-resolution and low-background imaging of miRNA-221 in cancer cells. In consequence, this strategy provides an innovative DNA nanonetwork to distinguish cancer cells from other cells for sensitive detection of biomarkers, offering a meaningful reference for the application of DNA nanostructure self-assembly technology in relevant fundamental research and disease diagnosis.
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Affiliation(s)
- Yichen Han
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, PR China
| | - Mengshi Jiang
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, PR China
| | - Jie Zhou
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, PR China
| | - Hongmin Lei
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, PR China
| | - Ruo Yuan
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, PR China
| | - Yaqin Chai
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, PR China
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13
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Rolver MG, Severin M, Pedersen SF. Regulation of cancer cell lipid metabolism and oxidative phosphorylation by microenvironmental acidosis. Am J Physiol Cell Physiol 2024; 327:C869-C883. [PMID: 39099426 DOI: 10.1152/ajpcell.00429.2024] [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: 06/26/2024] [Revised: 07/30/2024] [Accepted: 07/30/2024] [Indexed: 08/06/2024]
Abstract
The expansion of cancer cell mass in solid tumors generates a harsh environment characterized by dynamically varying levels of acidosis, hypoxia, and nutrient deprivation. Because acidosis inhibits glycolytic metabolism and hypoxia inhibits oxidative phosphorylation, cancer cells that survive and grow in these environments must rewire their metabolism and develop a high degree of metabolic plasticity to meet their energetic and biosynthetic demands. Cancer cells frequently upregulate pathways enabling the uptake and utilization of lipids and other nutrients derived from dead or recruited stromal cells, and in particular lipid uptake is strongly enhanced in acidic microenvironments. The resulting lipid accumulation and increased reliance on β-oxidation and mitochondrial metabolism increase susceptibility to oxidative stress, lipotoxicity, and ferroptosis, in turn driving changes that may mitigate such risks. The spatially and temporally heterogeneous tumor microenvironment thus selects for invasive, metabolically flexible, and resilient cancer cells capable of exploiting their local conditions and of seeking out more favorable surroundings. This phenotype relies on the interplay between metabolism, acidosis, and oncogenic mutations, driving metabolic signaling pathways such as peroxisome proliferator-activated receptors (PPARs). Understanding the particular vulnerabilities of such cells may uncover novel therapeutic liabilities of the most aggressive cancer cells.
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Affiliation(s)
- Michala G Rolver
- Section for Computational and RNA Biology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Marc Severin
- Section for Computational and RNA Biology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Stine F Pedersen
- Section for Computational and RNA Biology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
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14
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He Y, Xu H, Liu Y, Kempa S, Vechiatto C, Schmidt R, Yilmaz EY, Heidemann L, Schnorr J, Metzkow S, Schellenberger E, Häckel A, Patzak A, Müller DN, Savic LJ. The Effects of Hypoxia on the Immune-Metabolic Interplay in Liver Cancer. Biomolecules 2024; 14:1024. [PMID: 39199411 PMCID: PMC11352590 DOI: 10.3390/biom14081024] [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: 06/14/2024] [Revised: 07/28/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
M2-like macrophages promote tumor growth and cancer immune evasion. This study used an in vitro model to investigate how hypoxia and tumor metabolism affect macrophage polarization. Liver cancer cells (HepG2 and VX2) and macrophages (THP1) were cultured under hypoxic (0.1% O2) and normoxic (21% O2) conditions with varying glucose levels (2 g/L or 4.5 g/L). Viability assays and extracellular pH (pHe) measurements were conducted over 96 hours. Macrophages were exposed to the tumor-conditioned medium (TCM) from the cancer cells, and polarization was assessed using arginase and nitrite assays. GC-MS-based metabolic profiling quantified TCM meta-bolites and correlated them with M2 polarization. The results showed that pHe in TCMs decreased more under hypoxia than normoxia (p < 0.0001), independent of glucose levels. The arginase assay showed hypoxia significantly induced the M2 polarization of macrophages (control group: p = 0.0120,0.1%VX2-TCM group: p = 0.0149, 0.1%HepG2-TCM group: p < 0.0001, 0.1%VX2-TCMHG group: p = 0.0001, and 0.1%HepG2-TCMHG group: p < 0.0001). TCMs also induced M2 polarization under normoxic conditions, but the strongest M2 polarization occurred when both tumor cells and macrophages were incubated under hypoxia with high glucose levels. Metabolomics revealed that several metabolites, particularly lactate, were correlated with hypoxia and M2 polarization. Under normoxia, elevated 2-amino-butanoic acid (2A-BA) strongly correlated with M2 polarization. These findings suggest that targeting tumor hypoxia could mitigate immune evasion in liver tumors. Lactate drives acidity in hypoxic tumors, while 2A-BA could be a therapeutic target for overcoming immunosuppression in normoxic conditions.
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Affiliation(s)
- Yubei He
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
| | - Han Xu
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
| | - Yu Liu
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
| | - Stefan Kempa
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, 10115 Berlin, Germany; (S.K.); (C.V.)
| | - Carolina Vechiatto
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, 10115 Berlin, Germany; (S.K.); (C.V.)
| | - Robin Schmidt
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
| | - Emine Yaren Yilmaz
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
| | - Luisa Heidemann
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
| | - Jörg Schnorr
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
| | - Susanne Metzkow
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
| | - Eyk Schellenberger
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
| | - Akvile Häckel
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
| | - Andreas Patzak
- Institute of Translational Physiology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany;
| | - Dominik N. Müller
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, 10115 Berlin, Germany; (S.K.); (C.V.)
| | - Lynn Jeanette Savic
- Department of Radiology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, 13353 Berlin, Germany; (Y.H.); (H.X.); (Y.L.); (R.S.); (E.Y.Y.); (L.H.); (J.S.); (S.M.); (E.S.); (A.H.)
- Experimental and Clinical Research Center, A Joint Cooperation of Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany;
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany
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15
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Khorshid Sokhangouy S, Alizadeh F, Lotfi M, Sharif S, Ashouri A, Yoosefi Y, Bozorg Qomi S, Abbaszadegan MR. Recent advances in CRISPR-Cas systems for colorectal cancer research and therapeutics. Expert Rev Mol Diagn 2024; 24:677-702. [PMID: 39132997 DOI: 10.1080/14737159.2024.2388777] [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] [Accepted: 07/28/2024] [Indexed: 08/13/2024]
Abstract
INTRODUCTION Colon cancer, ranked as the fourth leading global cause of cancer death, exhibits a complex progression marked by genetic variations. Over the past decade, the utilization of diverse CRISPR systems has propelled accelerated research into colorectal cancer (CRC) treatment. AREAS COVERED CRISPR/Cas9, a key player in this research, identifies new oncogenes, tumor suppressor genes (TSGs), and drug-resistance genes. Additionally, it facilitates the construction of experimental models, conducts genome-wide library screening, and develops new therapeutic targets, especially for targeted knockout in vivo or molecular targeted drug delivery, contributing to personalized treatments and significantly enhancing the care of colon cancer patients. In this review, we provide insights into the mechanism of the CRISPR/Cas9 system, offering a comprehensive exploration of its applications in CRC, spanning screening, modeling, gene functions, diagnosis, and gene therapy. While acknowledging its transformative potential, the article highlights the challenges and limitations of CRISPR systems. EXPERT OPINION The application of CRISPR/Cas9 in CRC research provides a promising avenue for personalized treatments. Its potential for identifying key genes and enabling experimental models and genome-wide screening enhances patient care. This review underscores the significance of CRISPR-Cas9 gene editing technology across basic research, diagnosis, and the treatment landscape of colon cancer.
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Affiliation(s)
| | - Farzaneh Alizadeh
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Malihe Lotfi
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Samaneh Sharif
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Atefeh Ashouri
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Yasamin Yoosefi
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Saeed Bozorg Qomi
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad Reza Abbaszadegan
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Immunology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
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16
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Wang Z, Hulikova A, Swietach P. Innovating cancer drug discovery with refined phenotypic screens. Trends Pharmacol Sci 2024; 45:723-738. [PMID: 39013672 DOI: 10.1016/j.tips.2024.06.001] [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: 05/15/2024] [Revised: 06/10/2024] [Accepted: 06/17/2024] [Indexed: 07/18/2024]
Abstract
Before molecular pathways in cancer were known to a depth that could predict targets, drug development relied on phenotypic screening, where the effectiveness of candidate chemicals is judged from functional readouts without considering the mechanisms of action. The unraveling of tumor-specific pathways has brought targets for molecularly driven drug discovery, but precedents in the field have shown that awareness of pathways does not necessarily predict therapeutic efficacy, and many cancers still lack druggable targets. Phenotypic screening therefore retains a niche in drug development where a targeted approach is not informative. We analyze the unique advantages of phenotypic screens, and how technological advances have improved their discovery power. Notable advances include the use of larger biological panels and refined protocols that address the disease-relevance and increase data content with imaging and omic approaches.
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Affiliation(s)
- Zhenyi Wang
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Sherrington Building, Parks Road, Oxford OX1 3PT, UK
| | - Alzbeta Hulikova
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Sherrington Building, Parks Road, Oxford OX1 3PT, UK
| | - Pawel Swietach
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Sherrington Building, Parks Road, Oxford OX1 3PT, UK.
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17
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Balasubramanian A, Veluswami K, Rao S, Aggarwal S, Mani S. Exploring Clustered Regularly Interspaced Short Palindromic Repeats-CRISPR-Associated Protein 9 (CRISPR-Cas9) as a Therapeutic Modality for Cancer: A Scoping Review. Cureus 2024; 16:e64324. [PMID: 39130943 PMCID: PMC11316854 DOI: 10.7759/cureus.64324] [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] [Accepted: 07/11/2024] [Indexed: 08/13/2024] Open
Abstract
The global burden of cancer and the limitations of conventional therapies highlight the potential of clustered regularly interspaced short palindromic repeats-CRISPR-associated protein 9 (CRISPR-Cas9) in reshaping cancer treatment paradigms. In this review, we have investigated the mechanism of CRISPR, an adaptive immune system in bacteria that enables highly precise gene editing at the molecular level. This versatile tool demonstrates its efficacy in human cancer therapy through gene knockout, metabolic disruption, base editing, screening, and immunotherapy enhancement without affecting normal bodily domains. Despite its superiority over other nucleases like zinc-finger nucleases and transcription activator-like effector nucleases, hurdles such as off-target effects, inefficient delivery of the system to target cells, the emergence of escapers, and the ethical debate surrounding genome editing are discussed. In this article, we have reviewed the promising approaches of CRISPR-Cas9 in cancer treatment while exploring the underlying mechanism, advantages, and associated challenges.
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Affiliation(s)
| | | | - Sudipta Rao
- Internal Medicine, Jagadguru Sri Shivarathreeshwara (JSS) Medical College, Mysore, IND
| | - Shailesh Aggarwal
- Internal Medicine, Jagadguru Sri Shivarathreeshwara (JSS) Medical College, Mysore, IND
| | - Sweatha Mani
- Internal Medicine, K.A.P. Viswanatham Government Medical College, Tiruchirappalli , IND
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18
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White B, Swietach P. What can we learn about acid-base transporters in cancer from studying somatic mutations in their genes? Pflugers Arch 2024; 476:673-688. [PMID: 37999800 PMCID: PMC11006749 DOI: 10.1007/s00424-023-02876-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/24/2023] [Accepted: 10/30/2023] [Indexed: 11/25/2023]
Abstract
Acidosis is a chemical signature of the tumour microenvironment that challenges intracellular pH homeostasis. The orchestrated activity of acid-base transporters of the solute-linked carrier (SLC) family is critical for removing the end-products of fermentative metabolism (lactate/H+) and maintaining a favourably alkaline cytoplasm. Given the critical role of pH homeostasis in enabling cellular activities, mutations in relevant SLC genes may impact the oncogenic process, emerging as negatively or positively selected, or as driver or passenger mutations. To address this, we performed a pan-cancer analysis of The Cancer Genome Atlas simple nucleotide variation data for acid/base-transporting SLCs (ABT-SLCs). Somatic mutation patterns of monocarboxylate transporters (MCTs) were consistent with their proposed essentiality in facilitating lactate/H+ efflux. Among all cancers, tumours of uterine corpus endometrial cancer carried more ABT-SLC somatic mutations than expected from median tumour mutation burden. Among these, somatic mutations in SLC4A3 had features consistent with meaningful consequences on cellular fitness. Definitive evidence for ABT-SLCs as 'cancer essential' or 'driver genes' will have to consider microenvironmental context in genomic sequencing because bulk approaches are insensitive to pH heterogeneity within tumours. Moreover, genomic analyses must be validated with phenotypic outcomes (i.e. SLC-carried flux) to appreciate the opportunities for targeting acid-base transport in cancers.
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Affiliation(s)
- Bobby White
- Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford, OX1 3PT, UK.
| | - Pawel Swietach
- Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford, OX1 3PT, UK
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19
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Michl J, White B, Monterisi S, Bodmer WF, Swietach P. Phenotypic screen of sixty-eight colorectal cancer cell lines identifies CEACAM6 and CEACAM5 as markers of acid resistance. Proc Natl Acad Sci U S A 2024; 121:e2319055121. [PMID: 38502695 PMCID: PMC10990159 DOI: 10.1073/pnas.2319055121] [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: 10/31/2023] [Accepted: 02/13/2024] [Indexed: 03/21/2024] Open
Abstract
Elevated cancer metabolism releases lactic acid and CO2 into the under-perfused tumor microenvironment, resulting in extracellular acidosis. The surviving cancer cells must adapt to this selection pressure; thus, targeting tumor acidosis is a rational therapeutic strategy to manage tumor growth. However, none of the major approved treatments are based explicitly on disrupting acid handling, signaling, or adaptations, possibly because the distinction between acid-sensitive and acid-resistant phenotypes is not clear. Here, we report pH-related phenotypes of sixty-eight colorectal cancer (CRC) cell lines by measuring i) extracellular acidification as a readout of acid production by fermentative metabolism and ii) growth of cell biomass over a range of extracellular pH (pHe) levels as a measure of the acid sensitivity of proliferation. Based on these measurements, CRC cell lines were grouped along two dimensions as "acid-sensitive"/"acid-resistant" versus "low metabolic acid production"/"high metabolic acid production." Strikingly, acid resistance was associated with the expression of CEACAM6 and CEACAM5 genes coding for two related cell-adhesion molecules, and among pH-regulating genes, of CA12. CEACAM5/6 protein levels were strongly induced by acidity, with a further induction under hypoxia in a subset of CRC lines. Lack of CEACAM6 (but not of CEACAM5) reduced cell growth and their ability to differentiate. Finally, CEACAM6 levels were strongly increased in human colorectal cancers from stage II and III patients, compared to matched samples from adjacent normal tissues. Thus, CEACAM6 is a marker of acid-resistant clones in colorectal cancer and a potential motif for targeting therapies to acidic regions within the tumors.
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Affiliation(s)
- Johanna Michl
- Department of Physiology, Anatomy and Genetics, University of Oxford, OxfordOX1 3PT, United Kingdom
| | - Bobby White
- Department of Physiology, Anatomy and Genetics, University of Oxford, OxfordOX1 3PT, United Kingdom
| | - Stefania Monterisi
- Department of Physiology, Anatomy and Genetics, University of Oxford, OxfordOX1 3PT, United Kingdom
| | - Walter F. Bodmer
- Department of Oncology, University of Oxford, OxfordOX3 7DQ, United Kingdom
| | - Pawel Swietach
- Department of Physiology, Anatomy and Genetics, University of Oxford, OxfordOX1 3PT, United Kingdom
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20
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Aubert L, Bastien E, Renoult O, Guilbaud C, Özkan K, Brusa D, Bouzin C, Richiardone E, Richard C, Boidot R, Léonard D, Corbet C, Feron O. Tumor acidosis-induced DNA damage response and tetraploidy enhance sensitivity to ATM and ATR inhibitors. EMBO Rep 2024; 25:1469-1489. [PMID: 38366255 PMCID: PMC10933359 DOI: 10.1038/s44319-024-00089-7] [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: 10/08/2023] [Revised: 01/27/2024] [Accepted: 01/29/2024] [Indexed: 02/18/2024] Open
Abstract
Tumor acidosis is associated with increased invasiveness and drug resistance. Here, we take an unbiased approach to identify vulnerabilities of acid-exposed cancer cells by combining pH-dependent flow cytometry cell sorting from 3D colorectal tumor spheroids and transcriptomic profiling. Besides metabolic rewiring, we identify an increase in tetraploid cell frequency and DNA damage response as consistent hallmarks of acid-exposed cancer cells, supported by the activation of ATM and ATR signaling pathways. We find that regardless of the cell replication error status, both ATM and ATR inhibitors exert preferential growth inhibitory effects on acid-exposed cancer cells. The efficacy of a combination of these drugs with 5-FU is further documented in 3D spheroids as well as in patient-derived colorectal tumor organoids. These data position tumor acidosis as a revelator of the therapeutic potential of DNA repair blockers and as an attractive clinical biomarker to predict the response to a combination with chemotherapy.
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Affiliation(s)
- Léo Aubert
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium.
| | - Estelle Bastien
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Ophélie Renoult
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Céline Guilbaud
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Kübra Özkan
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Davide Brusa
- CytoFlux-Flow Cytometry and Cell Sorting Platform, Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Caroline Bouzin
- Imaging Platform 2IP, Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Elena Richiardone
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Corentin Richard
- Unit of Molecular Biology, Department of Biology and Pathology of Tumors, Georges‑François Leclerc Cancer Center‑UNICANCER, 21079, Dijon, France
| | - Romain Boidot
- Unit of Molecular Biology, Department of Biology and Pathology of Tumors, Georges‑François Leclerc Cancer Center‑UNICANCER, 21079, Dijon, France
| | - Daniel Léonard
- Institut Roi Albert II, Department of Digestive Surgery, Cliniques Universitaires St-Luc, and Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Cyril Corbet
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium
| | - Olivier Feron
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, B-1200, Brussels, Belgium.
- Walloon Excellence in Life Sciences and Biotechnology (WELBIO) Department, WEL Research Institute, B-1300, Wavre, Belgium.
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21
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Orbach SM, DeVaull CY, Bealer EJ, Ross BC, Jeruss JS, Shea LD. An engineered niche delineates metastatic potential of breast cancer. Bioeng Transl Med 2024; 9:e10606. [PMID: 38193115 PMCID: PMC10771563 DOI: 10.1002/btm2.10606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 08/29/2023] [Accepted: 09/20/2023] [Indexed: 01/10/2024] Open
Abstract
Metastatic breast cancer is often not diagnosed until secondary tumors have become macroscopically visible and millions of tumor cells have invaded distant tissues. Yet, metastasis is initiated by a cascade of events leading to formation of the pre-metastatic niche, which can precede tumor formation by a matter of years. We aimed to distinguish the potential for metastatic disease from nonmetastatic disease at early times in triple-negative breast cancer using sister cell lines 4T1 (metastatic), 4T07 (invasive, nonmetastatic), and 67NR (nonmetastatic). We used a porous, polycaprolactone scaffold, that serves as an engineered metastatic niche, to identify metastatic disease through the characteristics of the microenvironment. Analysis of the immune cell composition at the scaffold was able to distinguish noninvasive 67NR tumor-bearing mice from 4T07 and 4T1 tumor-bearing mice but could not delineate metastatic potential between the two invasive cell lines. Gene expression in the scaffolds correlated with the up-regulation of cancer hallmarks (e.g., angiogenesis, hypoxia) in the 4T1 mice relative to 4T07 mice. We developed a 9-gene signature (Dhx9, Dusp12, Fth1, Ifitm1, Ndufs1, Pja2, Slc1a3, Soga1, Spon2) that successfully distinguished 4T1 disease from 67NR or 4T07 disease throughout metastatic progression. Furthermore, this signature proved highly effective at distinguishing diseased lungs in publicly available datasets of mouse models of metastatic breast cancer and in human models of lung cancer. The early and accurate detection of metastatic disease that could lead to early treatment has the potential to improve patient outcomes and quality of life.
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Affiliation(s)
- Sophia M. Orbach
- Department of Biomedical EngineeringUniversity of MichiganAnn ArborMichiganUSA
| | | | - Elizabeth J. Bealer
- Department of Biomedical EngineeringUniversity of MichiganAnn ArborMichiganUSA
| | - Brian C. Ross
- Department of Biomedical EngineeringUniversity of MichiganAnn ArborMichiganUSA
| | - Jacqueline S. Jeruss
- Department of Biomedical EngineeringUniversity of MichiganAnn ArborMichiganUSA
- Department of PathologyUniversity of MichiganAnn ArborMichiganUSA
- Department of SurgeryUniversity of MichiganAnn ArborMichiganUSA
| | - Lonnie D. Shea
- Department of Biomedical EngineeringUniversity of MichiganAnn ArborMichiganUSA
- Department of Chemical EngineeringUniversity of MichiganAnn ArborMichiganUSA
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22
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Li Z, Wang Q, Huang X, Fu R, Wen X, Zhang L. Multi-omics analysis reveals that ferroptosis-related gene CISD2 is a prognostic biomarker of head and neck squamous cell carcinoma. J Gene Med 2024; 26:e3580. [PMID: 37581006 DOI: 10.1002/jgm.3580] [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: 03/27/2023] [Revised: 06/24/2023] [Accepted: 07/25/2023] [Indexed: 08/16/2023] Open
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is a prevalent malignancy, with high mortality rate and unavailability of accurate therapies. However, its early prevention remains a challenge. In the purview of predictive, preventive, and personalized medicine (PPPM), it is paramount to identify novel and powerful biomarkers. CISD2 is a crucial regulator of iron homeostasis and reactive oxygen species (ROS). Recent studies showed that the NEET protein (NAF-1) encoded by CISD2 is involved in regulating the proliferation and metastasis of tumor cells. Nevertheless, the prognostic value and immunological correlations of CISD2 remain unclear. METHODS Bioinformatics analyses conducted utilizing data from comprehensive databases The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). All statistical evaluations were executed employing R software. RESULTS Our investigation of biological function, enrichment pathway, and immune correlation revealed a discernable linkage between CISD2 and the immune response. Moreover, we found that the suppression of CISD2 is associated with immune cell infiltration and various immune signatures. CONCLUSIONS The present study successfully revealed the potential prognostic and biological function of CISD2 in HNSCC. High expression of CISD2 are linked to gender, race, grade, etc., can notably enhance the early detection, prognosis, and prediction for individuals afflicted with HNSCC.
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Affiliation(s)
- Zhengrui Li
- Department of Oral and Maxillofacial-Head and Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, Shanghai, China
- National Center for Stomatology, Shanghai, China
- National Clinical Research Center for Oral Diseases, Shanghai, China
- Shanghai Key Laboratory of Stomatology, Shanghai, China
- Shanghai Research Institute of Stomatology, Shanghai, China
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, China
| | - Qi Wang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, China
| | - Xufeng Huang
- Faculty of Dentistry, University of Debrecen, Debrecen, Hungary
| | - Rao Fu
- Department of Oral and Maxillofacial-Head and Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, Shanghai, China
- National Center for Stomatology, Shanghai, China
- National Clinical Research Center for Oral Diseases, Shanghai, China
- Shanghai Key Laboratory of Stomatology, Shanghai, China
- Shanghai Research Institute of Stomatology, Shanghai, China
| | - Xutao Wen
- Department of Oral and Maxillofacial-Head and Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, Shanghai, China
- National Center for Stomatology, Shanghai, China
- National Clinical Research Center for Oral Diseases, Shanghai, China
- Shanghai Key Laboratory of Stomatology, Shanghai, China
- Shanghai Research Institute of Stomatology, Shanghai, China
| | - Ling Zhang
- Department of Oral and Maxillofacial-Head and Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, Shanghai, China
- National Center for Stomatology, Shanghai, China
- National Clinical Research Center for Oral Diseases, Shanghai, China
- Shanghai Key Laboratory of Stomatology, Shanghai, China
- Shanghai Research Institute of Stomatology, Shanghai, China
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23
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Abstract
Cancers undergo sequential changes to proton (H+) concentration and sensing that are consequences of the disease and facilitate its further progression. The impact of protonation state on protein activity can arise from alterations to amino acids or their titration. Indeed, many cancer-initiating mutations influence pH balance, regulation or sensing in a manner that enables growth and invasion outside normal constraints as part of oncogenic transformation. These cancer-supporting effects become more prominent when tumours develop an acidic microenvironment owing to metabolic reprogramming and disordered perfusion. The ensuing intracellular and extracellular pH disturbances affect multiple aspects of tumour biology, ranging from proliferation to immune surveillance, and can even facilitate further mutagenesis. As a selection pressure, extracellular acidosis accelerates disease progression by favouring acid-resistant cancer cells, which are typically associated with aggressive phenotypes. Although acid-base disturbances in tumours often occur alongside hypoxia and lactate accumulation, there is now ample evidence for a distinct role of H+-operated responses in key events underpinning cancer. The breadth of these actions presents therapeutic opportunities to change the trajectory of disease.
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Affiliation(s)
- Pawel Swietach
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK.
| | - Ebbe Boedtkjer
- Department of Biomedicine, Aarhus University, Aarhus, Denmark.
| | - Stine Falsig Pedersen
- Department of Biology, University of Copenhagen, University of Copenhagen, Faculty of Science, København, Denmark.
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24
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Shie WY, Chu PH, Kuo MYP, Chen HW, Lin MT, Su XJ, Hong YL, Chou HYE. Acidosis promotes the metastatic colonization of lung cancer via remodeling of the extracellular matrix and vasculogenic mimicry. Int J Oncol 2023; 63:136. [PMID: 37888615 PMCID: PMC10631766 DOI: 10.3892/ijo.2023.5584] [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: 11/23/2022] [Accepted: 07/12/2023] [Indexed: 10/28/2023] Open
Abstract
Acidosis is a hallmark of the tumor microenvironment caused by the metabolic switch from glucose oxidative phosphorylation to glycolysis. It has been associated with tumor growth and progression; however, the precise mechanism governing how acidosis promotes metastatic dissemination has yet to be elucidated. In the present study, a long‑term acidosis model was established using patient‑derived lung cancer cells, to identify critical components of metastatic colonization via transcriptome profiling combined with both in vitro and in vivo functional assays, and association analysis using clinical samples. Xenograft inoculates of 1 or 10 acidotic cells mimicking circulating tumor cell clusters were shown to exhibit increased tumor incidence compared with their physiological pH counterparts. Transcriptomics revealed that profound remodeling of the extracellular matrix (ECM) occurred in the acidotic cells, including upregulation of the integrin subunit α‑4 (ITGA4) gene. In clinical lung cancer, ITGA4 expression was found to be upregulated in primary tumors with metastatic capability, and this trait was retained in the corresponding secondary tumors. Expression of ITGA4 was markedly upregulated around the vasculogenic mimicry structures of the acidotic tumors, while acidotic cells exhibited a higher ability of vasculogenic mimicry in vitro. Acidosis was also found to induce the enrichment of side population cells, suggesting an enhanced resistance to noxious attacks of the tumor microenvironment. Taken together, these results demonstrated that acidosis actively contributed to tumor metastatic colonization, and novel mechanistic insights into the therapeutic management and prognosis of lung cancer were discussed.
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Affiliation(s)
- Wan-Yi Shie
- Graduate Institute of Oral Biology, National Taiwan University, Taipei 106, Taiwan, R.O.C
| | - Pin-Hsuan Chu
- Graduate Institute of Oral Biology, National Taiwan University, Taipei 106, Taiwan, R.O.C
| | - Mark Yen-Ping Kuo
- Department of Dentistry, College of Medicine, National Taiwan University, Taipei 106, Taiwan, R.O.C
- Department of Dentistry, National Taiwan University Hospital, Taipei 106, Taiwan, R.O.C
| | - Huei-Wen Chen
- Graduate Institute of Toxicology, College of Medicine, National Taiwan University, Taipei 100, Taipei 106, Taiwan, R.O.C
| | - Meng-Tie Lin
- Graduate Institute of Oral Biology, National Taiwan University, Taipei 106, Taiwan, R.O.C
| | - Xuan-Jie Su
- Graduate Institute of Oral Biology, National Taiwan University, Taipei 106, Taiwan, R.O.C
| | - Yi-Ling Hong
- Graduate Institute of Oral Biology, National Taiwan University, Taipei 106, Taiwan, R.O.C
| | - Han-Yi Elizabeth Chou
- Graduate Institute of Oral Biology, National Taiwan University, Taipei 106, Taiwan, R.O.C
- Department of Dentistry, National Taiwan University Hospital, Taipei 106, Taiwan, R.O.C
- Center for Biotechnology, National Taiwan University, Taipei 106, Taiwan, R.O.C
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25
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Boykov IN, Montgomery MM, Hagen JT, Aruleba RT, McLaughlin KL, Coalson HS, Nelson MA, Pereyra AS, Ellis JM, Zeczycki TN, Vohra NA, Tan SF, Cabot MC, Fisher-Wellman KH. Pan-tissue mitochondrial phenotyping reveals lower OXPHOS expression and function across cancer types. Sci Rep 2023; 13:16742. [PMID: 37798427 PMCID: PMC10556099 DOI: 10.1038/s41598-023-43963-5] [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: 07/03/2023] [Accepted: 09/30/2023] [Indexed: 10/07/2023] Open
Abstract
Targeting mitochondrial oxidative phosphorylation (OXPHOS) to treat cancer has been hampered due to serious side-effects potentially arising from the inability to discriminate between non-cancerous and cancerous mitochondria. Herein, comprehensive mitochondrial phenotyping was leveraged to define both the composition and function of OXPHOS across various murine cancers and compared to both matched normal tissues and other organs. When compared to both matched normal tissues, as well as high OXPHOS reliant organs like heart, intrinsic expression of the OXPHOS complexes, as well as OXPHOS flux were discovered to be consistently lower across distinct cancer types. Assuming intrinsic OXPHOS expression/function predicts OXPHOS reliance in vivo, these data suggest that pharmacologic blockade of mitochondrial OXPHOS likely compromises bioenergetic homeostasis in healthy oxidative organs prior to impacting tumor mitochondrial flux in a clinically meaningful way. Although these data caution against the use of indiscriminate mitochondrial inhibitors for cancer treatment, considerable heterogeneity was observed across cancer types with respect to both mitochondrial proteome composition and substrate-specific flux, highlighting the possibility for targeting discrete mitochondrial proteins or pathways unique to a given cancer type.
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Affiliation(s)
- Ilya N Boykov
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - McLane M Montgomery
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - James T Hagen
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Raphael T Aruleba
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Kelsey L McLaughlin
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Hannah S Coalson
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Margaret A Nelson
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Andrea S Pereyra
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Jessica M Ellis
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
| | - Tonya N Zeczycki
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Nasreen A Vohra
- Department of Surgery, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Su-Fern Tan
- Department of Medicine, Division of Hematology/Oncology, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Myles C Cabot
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Kelsey H Fisher-Wellman
- Department of Physiology, Brody School of Medicine, East Carolina University, Greenville, NC, USA.
- East Carolina Diabetes and Obesity Institute, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA.
- UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA.
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26
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Myers BL, Brayer KJ, Paez-Beltran LE, Keith MS, Suzuki H, Newville J, Anderson RH, Lo Y, Mertz CM, Kollipara R, Borromeo MD, Bachoo RM, Johnson JE, Vue TY. Glioblastoma initiation, migration, and cell types are regulated by core bHLH transcription factors ASCL1 and OLIG2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.30.560206. [PMID: 37873200 PMCID: PMC10592871 DOI: 10.1101/2023.09.30.560206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Glioblastomas (GBMs) are highly aggressive, infiltrative, and heterogeneous brain tumors driven by complex driver mutations and glioma stem cells (GSCs). The neurodevelopmental transcription factors ASCL1 and OLIG2 are co-expressed in GBMs, but their role in regulating the heterogeneity and hierarchy of GBM tumor cells is unclear. Here, we show that oncogenic driver mutations lead to dysregulation of ASCL1 and OLIG2, which function redundantly to initiate brain tumor formation in a mouse model of GBM. Subsequently, the dynamic levels and reciprocal binding of ASCL1 and OLIG2 to each other and to downstream target genes then determine the cell types and degree of migration of tumor cells. Single-cell RNA sequencing (scRNA-seq) reveals that a high level of ASCL1 is key in defining GSCs by upregulating a collection of ribosomal protein, mitochondrial, neural stem cell (NSC), and cancer metastasis genes - all essential for sustaining the high proliferation, migration, and therapeutic resistance of GSCs.
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27
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Cheng G, Karoui H, Hardy M, Kalyanaraman B. Redox-crippled MitoQ potently inhibits breast cancer and glioma cell proliferation: A negative control for verifying the antioxidant mechanism of MitoQ in cancer and other oxidative pathologies. Free Radic Biol Med 2023; 205:175-187. [PMID: 37321281 PMCID: PMC11129726 DOI: 10.1016/j.freeradbiomed.2023.06.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 06/01/2023] [Accepted: 06/13/2023] [Indexed: 06/17/2023]
Abstract
Mitochondria-targeted coenzyme Q10 (Mito-ubiquinone, Mito-quinone mesylate, or MitoQ) was shown to be an effective antimetastatic drug in patients with triple-negative breast cancer. MitoQ, sold as a nutritional supplement, prevents breast cancer recurrence. It potently inhibited tumor growth and tumor cell proliferation in preclinical xenograft models and in vitro breast cancer cells. The proposed mechanism of action involves the inhibition of reactive oxygen species by MitoQ via a redox-cycling mechanism between the oxidized form, MitoQ, and the fully reduced form, MitoQH2 (also called Mito-ubiquinol). To fully corroborate this antioxidant mechanism, we substituted the hydroquinone group (-OH) with the methoxy group (-OCH3). Unlike MitoQ, the modified form, dimethoxy MitoQ (DM-MitoQ), lacks redox-cycling between the quinone and hydroquinone forms. DM-MitoQ was not converted to MitoQ in MDA-MB-231 cells. We tested the antiproliferative effects of both MitoQ and DM-MitoQ in human breast cancer (MDA-MB-231), brain-homing cancer (MDA-MB-231BR), and glioma (U87MG) cells. Surprisingly, DM-MitoQ was slightly more potent than MitoQ (IC50 = 0.26 μM versus 0.38 μM) at inhibiting proliferation of these cells. Both MitoQ and DM-MitoQ potently inhibited mitochondrial complex I-dependent oxygen consumption (IC50 = 0.52 μM and 0.17 μM, respectively). This study also suggests that DM-MitoQ, which is a more hydrophobic analog of MitoQ (logP: 10.1 and 8.7) devoid of antioxidant function and reactive oxygen species scavenging ability, can inhibit cancer cell proliferation. We conclude that inhibition of mitochondrial oxidative phosphorylation by MitoQ is responsible for inhibition of breast cancer and glioma proliferation and metastasis. Blunting the antioxidant effect using the redox-crippled DM-MitoQ can serve as a useful negative control in corroborating the involvement of free radical-mediated processes (e.g., ferroptosis, protein oxidation/nitration) using MitoQ in other oxidative pathologies.
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Affiliation(s)
- Gang Cheng
- Department of Biophysics, 8701 Watertown Plank Road, Milwaukee, WI, 53226, United States
| | - Hakim Karoui
- Aix Marseille Univ, CNRS, ICR, UMR, 7273, Marseille, 13013, France
| | - Micael Hardy
- Aix Marseille Univ, CNRS, ICR, UMR, 7273, Marseille, 13013, France
| | - Balaraman Kalyanaraman
- Department of Biophysics, 8701 Watertown Plank Road, Milwaukee, WI, 53226, United States.
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28
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Wu D, He L, Xu Z, Tian RF, Fan XY, Fan J, Ai J, Bian HJ, Qin WJ, Qin J, Li L. The combination of NDUFS1 with CD4 + T cell infiltration predicts favorable prognosis in kidney renal clear cell carcinoma. Front Cell Dev Biol 2023; 11:1168462. [PMID: 37469574 PMCID: PMC10352660 DOI: 10.3389/fcell.2023.1168462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 06/21/2023] [Indexed: 07/21/2023] Open
Abstract
Background: Kidney renal clear cell carcinoma (KIRC) is an immunogenic tumor, and immune infiltrates are relevant to patients' therapeutic response and prognosis. NDUFS1, the core subunit of mitochondrial complex I, has been reported to be associated with KIRC patients' prognosis. However, the upstream regulator for NDUFS1 and their correlations with immune infiltration remain unclear. Methods: The expression of NDUFS genes in KIRC and their influences on patients' survival were investigated by UALCAN, ENCORI, Oncomine, TIMER as well as Kaplan-Meier Plotter. miRNAs regulating NDUFS1 were predicted and analyzed by TargetScan and ENCORI. The correlations between NDUFS1 expression and immune cell infiltration or gene marker sets of immune infiltrates were analyzed via TIMER. The overall survival in high/low NDUFS1 or hsa-miR-320b expressed KIRC patients with or without immune infiltrates were analyzed via Kaplan-Meier Plotter. The combined NDUFS1 expression and/or CD4+ T cell infiltration on KIRC patients' overall survival were validated by multiplexed immunofluorescence (mIF) staining in tissue microarray (TMA). Furthermore, the influences of NDUFS1 expression on the chemotaxis of CD4+ T cells to KIRC cells were performed by transwell migration assays. Results: We found that the low expression of NDUFS1 mRNA and protein in KIRC was correlated with unfavorable patients' survival and poor infiltration of CD4+ T cells. In patients with decreased CD4+ T cell infiltration whose pathological grade less than III, TMA mIF staining showed that low expression of NDUFS1 had significantly poor OS than that with high expression of NDUFS1 did. Furthermore, hsa-miR-320b, a possible negative regulator of NDUFS1, was highly expressed in KIRC. And, low NDUFS1 or high hsa-miR-320b consistently correlated to unfavorable outcomes in KIRC patients with decreased CD4+ T cell infiltration. In vitro, NDUFS1 overexpression significantly increased the chemotaxis of CD4+ T cell to KIRC cells. Conclusion: Together, NDUFS1, upregulated by decreased hsa-miR-320b expression in KIRC patients, might act as a biomarker for CD4+ T cell infiltration. And, the combination of NDUFS1 with CD4+ T cell infiltration predicts favorable prognosis in KIRC.
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Affiliation(s)
- Dong Wu
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
| | - Lin He
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
- Department of Oncology, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
| | - Zhe Xu
- Unit 94710 of the PLA, Wuxi, China
| | - Ruo-Fei Tian
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
| | - Xin-Yu Fan
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
| | - Jing Fan
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
| | - Jie Ai
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
| | - Hui-Jie Bian
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
| | - Wei-Jun Qin
- Department of Urology, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Jun Qin
- Department of Urology, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Ling Li
- National Translational Science Center for Molecular Medicine, Department of Cell Biology, School of Basic Medicine, The Fourth Military Medical University, Xi’an, China
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Yang X, Zhang B. A review on CRISPR/Cas: a versatile tool for cancer screening, diagnosis, and clinic treatment. Funct Integr Genomics 2023; 23:182. [PMID: 37231285 DOI: 10.1007/s10142-023-01117-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 05/27/2023]
Abstract
Cancer is one of the leading causes of death worldwide and it has the trend of increase incidence. However, in the past decades, as quickly developed new technologies and modified old techniques for cancer screening, diagnosis, and treatment, the cancer-caused mortality rates dropped quickly, and the survival times of cancer patients are enhanced. However, the current death rate is still about 50% and the survival patients always suffer from the side effect of current cancer treatments. Recently developed Nobel Prize-winning CRISPR/Cas technology provides new hope on cancer screening, early diagnosis, and clinic treatment as well as new drug development. Currently, four major CRISPR/Cas9-derived genome editors, CRISPR/Cas9 nucleotide sequence editor, CRISPR/Cas base editor (BE), CRISPR prime editor (PE), and CRISPR interference (CRISPRi) (including both CRISPRa and CRISPRr), were well developed and used to various research and applications, including cancer biology study and cancer screening, diagnosis, and treatment. Additionally, CRISPR/Cas12 and CRISPR/Cas13 genome editors were also widely used in cancer-related basic and applied research as well as treatment. Cancer-associated SNPs and genetic mutations as well as both oncogenes and tumor suppressor genes are perfect targets for CRISPR/Cas-based gene therapy for cancer treatment. CRISPR/Cas is also employed to modify and generate new Chimeric antigen receptor (CAR) T-cells for improving its safety, efficiency, and longer-time last for treating various cancers. Currently, there are many clinic trails of CRISPR-based gene therapy for cancer treatments. Although all CRISPR/Cas-derived genome and epigenome tools are promising methods for cancer biology study and treatment, the efficiency and long term-safety are still the major concerns for CRISPR-based gene therapy. Developing new CRISPR/Cas delivery methods and reducing the potential side effects, including off-target impacts, will enhance CRISPR/Cas application in cancer-related research, diagnosis, and therapeutical treatment.
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Affiliation(s)
- Xianguang Yang
- College of Life Science, Henan Normal University, Xinxiang, 453007, Henan, China.
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC, 27858, USA.
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Rolver MG, Holland LKK, Ponniah M, Prasad NS, Yao J, Schnipper J, Kramer S, Elingaard‐Larsen L, Pedraz‐Cuesta E, Liu B, Pardo LA, Maeda K, Sandelin A, Pedersen SF. Chronic acidosis rewires cancer cell metabolism through PPARα signaling. Int J Cancer 2023; 152:1668-1684. [PMID: 36533672 PMCID: PMC10108231 DOI: 10.1002/ijc.34404] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/25/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022]
Abstract
The mechanisms linking tumor microenvironment acidosis to disease progression are not understood. Here, we used mammary, pancreatic, and colon cancer cells to show that adaptation to growth at an extracellular pH (pHe ) mimicking acidic tumor niches is associated with upregulated net acid extrusion capacity and elevated intracellular pH at physiological pHe , but not at acidic pHe . Using metabolic profiling, shotgun lipidomics, imaging and biochemical analyses, we show that the acid adaptation-induced phenotype is characterized by a shift toward oxidative metabolism, increased lipid droplet-, triacylglycerol-, peroxisome content and mitochondrial hyperfusion. Peroxisome proliferator-activated receptor-α (PPARA, PPARα) expression and activity are upregulated, at least in part by increased fatty acid uptake. PPARα upregulates genes driving increased mitochondrial and peroxisomal mass and β-oxidation capacity, including mitochondrial lipid import proteins CPT1A, CPT2 and SLC25A20, electron transport chain components, peroxisomal proteins PEX11A and ACOX1, and thioredoxin-interacting protein (TXNIP), a negative regulator of glycolysis. This endows acid-adapted cancer cells with increased capacity for utilizing fatty acids for metabolic needs, while limiting glycolysis. As a consequence, the acid-adapted cells exhibit increased sensitivity to PPARα inhibition. We conclude that PPARα is a key upstream regulator of metabolic changes favoring cancer cell survival in acidic tumor niches.
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Affiliation(s)
- Michala G. Rolver
- Section for Cell Biology and Physiology, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
| | - Lya K. K. Holland
- Cell Death and Metabolism, Center for Autophagy, Recycling and Disease, Danish Cancer Society Research CenterCopenhagenDenmark
| | - Muthulakshmi Ponniah
- Section for Cell Biology and Physiology, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
| | - Nanditha S. Prasad
- Section for Cell Biology and Physiology, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
| | - Jiayi Yao
- The Bioinformatics Center, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
- Biotech Research and Innovation Center, University of CopenhagenCopenhagenDenmark
| | - Julie Schnipper
- Laboratory of Cellular and Molecular Physiology, University of Picardie Jules VerneAmiensFrance
| | - Signe Kramer
- Section for Cell Biology and Physiology, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
| | | | - Elena Pedraz‐Cuesta
- Section for Cell Biology and Physiology, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
| | - Bin Liu
- Cell Death and Metabolism, Center for Autophagy, Recycling and Disease, Danish Cancer Society Research CenterCopenhagenDenmark
| | - Luis A. Pardo
- Oncophysiology Group, Max‐Planck‐Institute for Multidisciplinary SciencesGöttingenGermany
| | - Kenji Maeda
- Cell Death and Metabolism, Center for Autophagy, Recycling and Disease, Danish Cancer Society Research CenterCopenhagenDenmark
| | - Albin Sandelin
- The Bioinformatics Center, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
- Biotech Research and Innovation Center, University of CopenhagenCopenhagenDenmark
| | - Stine Falsig Pedersen
- Section for Cell Biology and Physiology, Department of BiologyUniversity of CopenhagenCopenhagenDenmark
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Ten Years of CRISPRing Cancers In Vitro. Cancers (Basel) 2022; 14:cancers14235746. [PMID: 36497228 PMCID: PMC9738354 DOI: 10.3390/cancers14235746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 11/24/2022] Open
Abstract
Cell lines have always constituted a good investigation tool for cancer research, allowing scientists to understand the basic mechanisms underlying the complex network of phenomena peculiar to the transforming path from a healthy to cancerous cell. The introduction of CRISPR in everyday laboratory activity and its relative affordability greatly expanded the bench lab weaponry in the daily attempt to better understand tumor biology with the final aim to mitigate cancer's impact in our lives. In this review, we aim to report how this genome editing technique affected in the in vitro modeling of different aspects of tumor biology, its several declinations, and analyze the advantages and drawbacks of each of them.
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32
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Dong M, Liu J, Liu C, Wang H, Sun W, Liu B. CRISPR/CAS9: A promising approach for the research and treatment of cardiovascular diseases. Pharmacol Res 2022; 185:106480. [PMID: 36191879 DOI: 10.1016/j.phrs.2022.106480] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 09/27/2022] [Accepted: 09/29/2022] [Indexed: 10/31/2022]
Abstract
The development of gene-editing technology has been one of the biggest advances in biomedicine over the past two decades. Not only can it be used as a research tool to build a variety of disease models for the exploration of disease pathogenesis at the genetic level, it can also be used for prevention and treatment. This is done by intervening with the expression of target genes and carrying out precise molecular targeted therapy for diseases. The simple and flexible clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9 gene-editing technology overcomes the limitations of zinc finger nucleases (ZFNs) and transcription activator-like effector nucleases (TALENs). For this reason, it has rapidly become a preferred method for gene editing. As a new gene intervention method, CRISPR/Cas9 has been widely used in the clinical treatment of tumours and rare diseases; however, its application in the field of cardiovascular diseases is currently limited. This article reviews the application of the CRISPR/Cas9 editing technology in cardiovascular disease research and treatment, and discusses the limitations and prospects of this technology.
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Affiliation(s)
- Mengying Dong
- Department of Cardiology, The Second Hospital of Jilin University, 218 Ziqiang Road, Changchun, China, 130041
| | - Jiangen Liu
- Department of Cardiology, The Second Hospital of Jilin University, 218 Ziqiang Road, Changchun, China, 130041
| | - Caixia Liu
- Department of Neurology, The Liaoning Province People's Hospital, 33 Wenyi Road, ShenYang, China, 110016
| | - He Wang
- Department of Cardiology, The Second Hospital of Jilin University, 218 Ziqiang Road, Changchun, China, 130041
| | - Wei Sun
- Department of Cardiology, The Second Hospital of Jilin University, 218 Ziqiang Road, Changchun, China, 130041.
| | - Bin Liu
- Department of Cardiology, The Second Hospital of Jilin University, 218 Ziqiang Road, Changchun, China, 130041.
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Han F, Liu J, Chu H, Cao D, Wu J, Fu H, Guo A, Chen W, Xu Y, Cheng X, Zhang Y. Knockdown of NDUFC1 inhibits cell proliferation, migration, and invasion of hepatocellular carcinoma. Front Oncol 2022; 12:860084. [PMID: 36119539 PMCID: PMC9479186 DOI: 10.3389/fonc.2022.860084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 08/10/2022] [Indexed: 01/10/2023] Open
Abstract
Background NADH: ubiquinone oxidoreductase subunit C1(NDUFC1) encodes a subunit of the Complex I, which may support the structural stability of Complex I and assist in its biogenesis. The expression and functional roles of NDUFC1 in hepatocellular carcinoma (HCC) remain unknown. Result We knocked down the expression of NDUFC1 in HCC cell lines to explore the effects of NDUFC1 downregulation on HCC in vitro. MTT assay determined that downregulation of NDUFC1 significantly inhibited cell proliferation. Flow cytometry with (propidium iodide) PI staining indicated silencing of NDUFC1 arrested cell cycle of BEL-7404 cells at G2 phase and SK-HEP-1 cells at S/G2 phase. Annexin V-PI double staining and flow cytometric analysis showed that the downregulation of NDUFC1 significantly increased the population of apoptotic cells. Wound-healing assay and transwell assay indicated that the downregulation of NDUFC1 suppressed the migration and invasion of HCC cells. According to the detection of complex1 activity, we found that the activity of NDUFC1 silenced group decreased, whereas the content of ROS increased. Furthermore, combined with bioinformatics analysis of senescence-related genes, we found that the silence of NDUFC1 in HCC could induce senescence and inhibit autophagy. In addition, NDUFC1 could correlate positively with cancer-related pathways, among which the p53 pathways and the PI3K/Akt/mTOR pathways. Finally, NDUFC1 is high expression in HCC specimens. High NDUFC1 expression was associated with poor prognosis and was an independent risk factor for reduced overall survival (OS). Conclusions Our study indicated, for the first time, that NDUFC1 is an independent risk factor for the poor prognosis of HCC patients. NDUFC1 may promote tumor progression by inhibiting mitochondrial Complex I and up-regulating ROS through multiple cancer-related and senescence-related pathways of HCC, including p53 pathways and PI3K/Akt/mTOR pathways. We suppose that NDUFC1 might be a potential target for the mitochondrial metabolism therapy of HCC.
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Affiliation(s)
- Fang Han
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Junwei Liu
- Hepatobiliary and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, Hangzhou Medical College, Hangzhou, China
| | - Hongwu Chu
- Hepatobiliary and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, Hangzhou Medical College, Hangzhou, China
- Department of Medicine, Qingdao University, Qingdao, China
| | - Dan Cao
- College of Food and Pharmacy, Zhejiang Ocean University, Zhoushan, China
| | - Jia Wu
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Hong Fu
- Hepatobiliary and Pancreatic Surgery Dept., Shaoxing Peoples’s Hospital, Shaoxing, China
| | - Anyang Guo
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Weiqin Chen
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yingping Xu
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xiangdong Cheng
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yuhua Zhang
- The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
- *Correspondence: Yuhua Zhang,
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Seyfried TN, Arismendi-Morillo G, Zuccoli G, Lee DC, Duraj T, Elsakka AM, Maroon JC, Mukherjee P, Ta L, Shelton L, D'Agostino D, Kiebish M, Chinopoulos C. Metabolic management of microenvironment acidity in glioblastoma. Front Oncol 2022; 12:968351. [PMID: 36059707 PMCID: PMC9428719 DOI: 10.3389/fonc.2022.968351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 07/15/2022] [Indexed: 11/24/2022] Open
Abstract
Glioblastoma (GBM), similar to most cancers, is dependent on fermentation metabolism for the synthesis of biomass and energy (ATP) regardless of the cellular or genetic heterogeneity seen within the tumor. The transition from respiration to fermentation arises from the documented defects in the number, the structure, and the function of mitochondria and mitochondrial-associated membranes in GBM tissue. Glucose and glutamine are the major fermentable fuels that drive GBM growth. The major waste products of GBM cell fermentation (lactic acid, glutamic acid, and succinic acid) will acidify the microenvironment and are largely responsible for drug resistance, enhanced invasion, immunosuppression, and metastasis. Besides surgical debulking, therapies used for GBM management (radiation, chemotherapy, and steroids) enhance microenvironment acidification and, although often providing a time-limited disease control, will thus favor tumor recurrence and complications. The simultaneous restriction of glucose and glutamine, while elevating non-fermentable, anti-inflammatory ketone bodies, can help restore the pH balance of the microenvironment while, at the same time, providing a non-toxic therapeutic strategy for killing most of the neoplastic cells.
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Affiliation(s)
- Thomas N. Seyfried
- Biology Department, Boston College, Chestnut Hill, MA, United States
- *Correspondence: Thomas N. Seyfried,
| | - Gabriel Arismendi-Morillo
- Instituto de Investigaciones Biológicas, Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - Giulio Zuccoli
- The Program for the Study of Neurodevelopment in Rare Disorders (NDRD), University of Pittsburgh, Pittsburgh, PA, United States
| | - Derek C. Lee
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Tomas Duraj
- Faculty of Medicine, Institute for Applied Molecular Medicine (IMMA), CEU San Pablo University, Madrid, Spain
| | - Ahmed M. Elsakka
- Neuro Metabolism, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Joseph C. Maroon
- Department of Neurosurgery, University of Pittsburgh, Medical Center, Pittsburgh, PA, United States
| | - Purna Mukherjee
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Linh Ta
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | | | - Dominic D'Agostino
- Department of Molecular Pharmacology and Physiology, University of South Florida, Tampa, FL, United States
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Li B, Liu Y, Sun S. Pump proton inhibitors display anti-tumour potential in glioma. Cell Prolif 2022:e13321. [PMID: 35961680 DOI: 10.1111/cpr.13321] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/28/2022] [Accepted: 07/14/2022] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES Glioma is one of the most aggressive brain tumours with poor overall survival despite advanced technology in surgical resection, chemotherapy and radiation. Progression and recurrence are the hinge causes of low survival. Our aim is to explain the concrete mechanism in the proliferation and progression of tumours based on tumour microenvironment (TME). The main purpose is to illustrate the mechanism of proton pump inhibitors (PPIs) in affecting acidity, hypoxia, oxidative stress, inflammatory response and autophagy based on the TME to induce apoptosis and enhance the sensitivity of chemoradiotherapy. FINDINGS TME is the main medium for tumour growth and progression. Acidity, hypoxia, inflammatory response, autophagy, angiogenesis and so on are the main causes of tumour progress. PPIs, as a common clinical drug to inhibit gastric acid secretion, have the advantages of fast onset, long action time and small adverse reactions. Nowadays, several kinds of literature highlight the potential of PPIs in inhibiting tumour progression. However, long-term use of PPIs alone also has obvious side effects. Therefore, till now, how to apply PPIs to promote the effect of radio-chemotherapy and find the concrete dose and concentration of combined use are novel challenges. CONCLUSIONS PPIs display the potential in enhancing the sensitivity of chemoradiotherapy to defend against glioma based on TME. In the clinic, it is also necessary to explore specific concentrations and dosages in synthetic applications.
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Affiliation(s)
- Bihan Li
- Department of Toxicology, School of Public Health, Jilin University, Changchun, Jilin 130021, China
| | - Ying Liu
- Department of Toxicology, School of Public Health, Jilin University, Changchun, Jilin 130021, China
| | - Shilong Sun
- NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, Jilin 130021, China
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