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Sharma P, Kim CY, Keys HR, Imada S, Joseph AB, Ferro L, Kunchok T, Anderson R, Sun Y, Yilmaz ÖH, Weng JK, Jain A. Genetically encoded fluorescent reporter for polyamines. Nat Commun 2025; 16:4921. [PMID: 40425580 PMCID: PMC12117157 DOI: 10.1038/s41467-025-60147-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 05/16/2025] [Indexed: 05/29/2025] Open
Abstract
Polyamines are abundant and evolutionarily conserved metabolites that are essential for life. Dietary polyamine supplementation extends life-span and health-span. Dysregulation of polyamine homeostasis is linked to Parkinson's disease and cancer, driving interest in therapeutically targeting this pathway. However, measuring cellular polyamine levels, which vary across cell types and states, remains challenging. We introduce a genetically encoded polyamine reporter for real-time measurement of polyamine concentrations in single living cells. This reporter utilizes the polyamine-responsive ribosomal frameshift motif from the OAZ1 gene. We demonstrate broad applicability of this approach and reveal dynamic changes in polyamine levels in response to genetic and pharmacological perturbations. Using this reporter, we conduct a genome-wide CRISPR screen and uncover an unexpected link between mitochondrial respiration and polyamine import, which are both risk factors for Parkinson's disease. By offering a lens to examine polyamine biology, this reporter may advance our understanding of these ubiquitous metabolites and accelerate therapy development.
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Affiliation(s)
- Pushkal Sharma
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Colin Y Kim
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Heather R Keys
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Shinya Imada
- The David H. Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, USA
| | - Alex B Joseph
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Luke Ferro
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Tenzin Kunchok
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Rachel Anderson
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yulin Sun
- Institute for Plant-Human Interface, Northeastern University, Boston, MA, USA
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA, USA
- Department of Bioengineering, Northeastern University, Boston, MA, USA
- Department of Chemical Engineering, Northeastern University, Boston, MA, USA
| | - Ömer H Yilmaz
- The David H. Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jing-Ke Weng
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Institute for Plant-Human Interface, Northeastern University, Boston, MA, USA
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA, USA
- Department of Bioengineering, Northeastern University, Boston, MA, USA
- Department of Chemical Engineering, Northeastern University, Boston, MA, USA
| | - Ankur Jain
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
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Xu LL, Zhou Z, Schäuble S, Vivas W, Dlubatz K, Bauer M, Weis S, Singer M, Lukaszewski R, Panagiotou G. Multi-Omics and -Organ Insights into Energy Metabolic Adaptations in Early Sepsis Onset. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e04418. [PMID: 40411399 DOI: 10.1002/advs.202504418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Revised: 04/28/2025] [Indexed: 05/26/2025]
Abstract
Systemic metabolic dysregulation in sepsis critically impacts patient survival. To better understand its onset, untargeted serum metabolomics and lipidomics are analyzed from 152 presymptomatic patients undergoing major elective surgery, and identified key metabolites, including serine and aminoadipic acid, that differentiate postoperative uncomplicated infection from sepsis. Using single-nucleus RNA sequencing data from an in vivo mouse model of sepsis, tissue-independent down-regulation and tissue-specific differences of serine and energy-related genes including key module roles for the mitochondria-linked genes, Cox4i1, Cox8a, and Ndufa4 are identified. Finally, serine-dependent metabolic shifts, especially in the liver, are revealed by using 12C/13C murine data with labeled serine, and link altered activity of the serine hydroxymethyltransferase (SHMT) cycle with perturbed purine metabolism during sepsis. This study demonstrates the close interrelationship between early metabolite changes and mitochondrial dysfunction in sepsis, improves the understanding of the underlying pathophysiology, and highlights metabolic targets to prospectively treat presymptomatic, but at-risk, patients.
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Affiliation(s)
- Lin-Lin Xu
- Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
| | - Zhengyuan Zhou
- Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
| | - Sascha Schäuble
- Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
| | - Wolfgang Vivas
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, 07747, Jena, Germany
- Translational Infection Medicine, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
- Institute of Infectious Disease and Infection Control, Jena University Hospital, 07747, Jena, Germany
| | - Karen Dlubatz
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, 07747, Jena, Germany
- Translational Infection Medicine, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
| | - Michael Bauer
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, 07747, Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, 07747, jena, Germany
| | - Sebastian Weis
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, 07747, Jena, Germany
- Translational Infection Medicine, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
- Institute of Infectious Disease and Infection Control, Jena University Hospital, 07747, Jena, Germany
| | - Mervyn Singer
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, NW1 2BU, UK
| | - Roman Lukaszewski
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, NW1 2BU, UK
| | - Gianni Panagiotou
- Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology- Hans Knöll Institute, 07745, Jena, Germany
- Faculty of Biological Sciences, Friedrich Schiller University, 07743, Jena, Germany
- Jena University Hospital, Friedrich Schiller University, 07747, Jena, Germany
- Department of Medicine, University of Hong Kong, Hong Kong, SAR, China
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3
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Bi Q, Zhao J, Nie J, Huang F. Metabolic pathway analysis of tumors using stable isotopes. Semin Cancer Biol 2025; 113:9-24. [PMID: 40348000 DOI: 10.1016/j.semcancer.2025.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 04/14/2025] [Accepted: 05/05/2025] [Indexed: 05/14/2025]
Abstract
Metabolic reprogramming is pivotal in malignant transformation and cancer progression. Tumor metabolism is shaped by a complex interplay of both intrinsic and extrinsic factors that are not yet fully elucidated. It is of great value to unravel the complex metabolic activity of tumors in patients. Metabolic flux analysis (MFA) is a versatile technique for investigating tumor metabolism in vivo, it has increasingly been applied to the assessment of metabolic activity in cancer in the past decade. Stable-isotope tracing have shown that human tumors use diverse nutrients to fuel central metabolic pathways, such as the tricarboxylic acid cycle and macromolecule synthesis. Precisely how tumors use different fuels, and the contribution of alternative metabolic pathways in tumor progression, remain areas of intensive investigation. In this review, we systematically summarize the evidence from in vivo stable- isotope tracing in tumors and describe the catabolic and anabolic processes involved in altered tumor metabolism. We also discuss current challenges and future perspectives for MFA of human cancers, which may provide new approaches in diagnosis and treatment of cancer.
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Affiliation(s)
- Qiufen Bi
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Key Laboratory of Precision Radiation Oncology, Wuhan 430022, China
| | - Junzhang Zhao
- Department of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou 510655, China
| | - Jun Nie
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Fang Huang
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Key Laboratory of Precision Radiation Oncology, Wuhan 430022, China.
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Zheng X, Jiang GJ, Fan TJ. Blue Light Irradiation Elicits Senescence of Corneal Endothelial Cells In Vitro by Provoking Energy Crisis, Inflammasome Assembly and DNA Damage. Curr Eye Res 2025:1-12. [PMID: 40336349 DOI: 10.1080/02713683.2025.2497330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 04/16/2025] [Accepted: 04/21/2025] [Indexed: 05/09/2025]
Abstract
PURPOSE The blue light from the digital screens endangers the visual system among which the corneas at the outmost of eyes are vulnerable to the irradiation. Therein, the human corneal endothelial (HCE) cells are crucial to maintain corneal transparency and their damage leads to HCE decompensation resulting in blindness ultimately. Thus, understanding the phototoxic effects of the blue light on the HCE cells and the underlying mechanisms is important for taking measures to protect the vision clarity from the blue-light hazard. METHODS We pulse-irradiated the HCE cell line cells at logarithmic phase for 3 passages using 440 nm blue light and examined the levels of reactive oxygen species (ROS), ATP, nicotinamide adenine dinucleotide (NAD+) and autophagy using cytochemistry assay to investigate the alterations of energy metabolism. Moreover, we examined the γH2AX+ cells using immunofluorescence and expression of poly(ADP-Ribose)polymerase1 (PARP1) using western blotting to investigate the degrees of DNA damage and repair. We also monitored the levels of inflammasome using western blotting and senescence associated secretory phenotypes (SASPs) of interleukin (IL)-8, IL-1β and IL-6 using qPCR and ELISA to investigate the inflammasome assembly and secretion of SASPs. We detected the senescent features with senescence-associated-β-galactosidase assay, p16 levels by western blotting, Lamin B1 localization by immunofluorescence observation, cell growth by EdU incorporation assay and confluence forming time and alterations of the cell morphology and relative areas by microscopy observation. RESULTS The HCE cells exhibited senescent features after blue-light-pulse-irradiation. The blue light provokes overproduction of ROS to decrease the levels of ATP, NAD+ and autophagy leading to energy crisis. Moreover, the excess ROS injure DNA and downregulate PARP1 resulting in stable cell-cycle arrest. The excess ROS also facilitate inflammasome assembly leading to hypersecretion of SASPs. CONCLUSION The blue light elicits HCE cell senescence via inducing energy crisis, stable cell-cycle arrest and SASP hypersecretion.
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Affiliation(s)
- Xin Zheng
- College of Marine Life Sciences, Ocean University of China, Qingdao, Shandong Province, China
| | - Guo-Jian Jiang
- College of Marine Life Sciences, Ocean University of China, Qingdao, Shandong Province, China
| | - Ting-Jun Fan
- College of Marine Life Sciences, Ocean University of China, Qingdao, Shandong Province, China
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Radenkovic S, Adant I, Bird MJ, Swinnen JV, Cassiman D, Kozicz T, Gruenert SC, Ghesquière B, Morava E. Complex Metabolomic Changes in a Combined Defect of Glycosylation and Oxidative Phosphorylation in a Patient with Pathogenic Variants in PGM1 and NDUFA13. Cells 2025; 14:638. [PMID: 40358162 PMCID: PMC12071635 DOI: 10.3390/cells14090638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2025] [Revised: 04/13/2025] [Accepted: 04/24/2025] [Indexed: 05/15/2025] Open
Abstract
Inherited metabolic disorders (IMDs) are genetic disorders that occur in as many as 1:2500 births worldwide. Nevertheless, they are quite rare individually and even more rare is the co-occurrence of two IMDs in one individual. To better understand the metabolic cross-talk between glycosylation changes and deficient energy metabolism, and its potential effect on outcomes, we evaluated patient fibroblasts with likely pathogenic variants in PGM1 and pathogenic variants in NDUFA13 derived from a patient who passed away at 16 years of age. The patient presented with characteristic of PGM1-CDG including bifid uvula, muscle involvement, abnormal glycosylation in blood, and elevated liver transaminases. In addition, hearing loss, seizures, elevated plasma and CSF lactate and a Leigh-like MRI brain pattern were present, which are commonly associated with Leigh syndrome. PGM1-CDG has been reported in about 70 individuals, while NDUFA13 deficiency has so far only been reported in 13 patients. As abundant energy is essential for glycosylation, and both PGM1 and NDUFA13 are linked to energy metabolism, we sought to better understand the underlying biochemical cause of the patient's clinical presentation. To do so, we performed extensive investigations including tracer metabolomics, lipidomics and enzymatic studies on the patient's fibroblasts. We found a profound depletion of UDP-hexoses, consistent with PGM1-CDG. Complex I enzyme activity and mitochondrial function were also impaired, corroborating complex I deficiency and Leigh syndrome. Further, lipidomics analysis showed similarities with both PGM1-CDG and OXPHOS-deficient patients. Based on our results, the patient was diagnosed with both PGM1-CDG and Leigh syndrome. In summary, we present the first case of combined CDG and Leigh syndrome, caused by (likely) pathogenic variants in PGM1 and NDUFA13, and underline the importance of considering the synergistic effects of multiple disease-causing variants in patients with complex clinical presentation, leading to the patient's early demise.
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Affiliation(s)
- Silvia Radenkovic
- Laboratory of Applied Mass Spectrometry, Department of Molecular and Cellular Medicine, KU Leuven, 3000 Leuven, Belgium; (S.R.)
- Laboratory of Hepatology, Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, 3000 Leuven, Belgium
- Metabolomics Core Facility, Center for Cancer Biology, VIB, 3000 Leuven, Belgium
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN 55901, USA
- Section Metabolic Diagnostics, Department of Genetics, UMC Utrecht, 3584 Utrecht, The Netherlands
| | - Isabelle Adant
- Laboratory of Applied Mass Spectrometry, Department of Molecular and Cellular Medicine, KU Leuven, 3000 Leuven, Belgium; (S.R.)
- Laboratory of Hepatology, Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, 3000 Leuven, Belgium
- Metabolomics Core Facility, Center for Cancer Biology, VIB, 3000 Leuven, Belgium
| | - Matthew J. Bird
- Laboratory of Applied Mass Spectrometry, Department of Molecular and Cellular Medicine, KU Leuven, 3000 Leuven, Belgium; (S.R.)
- Laboratory of Hepatology, Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, 3000 Leuven, Belgium
- Metabolomics Core Facility, Center for Cancer Biology, VIB, 3000 Leuven, Belgium
- Clinical Department of Laboratory Medicine, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Johannes V. Swinnen
- Laboratory of Lipid Metabolism and Cancer, Leuven Cancer Institute and Leuven Institute for Single Cell Omics, Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - David Cassiman
- Laboratory of Hepatology, Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, 3000 Leuven, Belgium
- Metabolic Center, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Tamas Kozicz
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN 55901, USA
- Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sarah C. Gruenert
- Department of General Pediatrics, Adolescent Medicine and Neonatology, Medical Center, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Bart Ghesquière
- Laboratory of Applied Mass Spectrometry, Department of Molecular and Cellular Medicine, KU Leuven, 3000 Leuven, Belgium; (S.R.)
- Metabolomics Core Facility, Center for Cancer Biology, VIB, 3000 Leuven, Belgium
| | - Eva Morava
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN 55901, USA
- Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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Yu W, Haoyu Y, Ling Z, Xing H, Pengfei X, Anzhu W, Lili Z, Linhua Z. Targeting lipid metabolic reprogramming to alleviate diabetic kidney disease: molecular insights and therapeutic strategies. Front Immunol 2025; 16:1549484. [PMID: 40352935 PMCID: PMC12061959 DOI: 10.3389/fimmu.2025.1549484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Accepted: 03/14/2025] [Indexed: 05/14/2025] Open
Abstract
Diabetic kidney disease (DKD) is one of the major complications of diabetes, and its pathological progression is closely associated with lipid metabolic reprogramming. Under diabetic conditions, renal cells undergo significant lipid metabolic abnormalities, including increased lipid uptake, impaired fatty acid oxidation, disrupted cholesterol efflux, and enhanced lipid catabolism, as adaptive responses to metabolic stress. These changes result in the accumulation of lipids such as free fatty acids, diacylglycerol, and ceramides, leading to lipotoxicity that triggers inflammation and fibrosis. Hypoxia in the DKD microenvironment suppresses fatty acid oxidation and promotes lipid synthesis through the HIF-1α pathway, while chronic inflammation exacerbates lipid metabolic disturbances via inflammatory cytokines, inflammasomes, and macrophage polarization. Targeting lipid metabolism represents a promising therapeutic strategy for alleviating DKD; however, further clinical translational studies are warranted to validate the efficacy and safety of these approaches.
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Affiliation(s)
- Wei Yu
- Institute of Metabolic Diseases, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate College, Beijing University of Chinese Medicine, Beijing, China
| | - Yang Haoyu
- Institute of Metabolic Diseases, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Zhou Ling
- Institute of Metabolic Diseases, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate College, Beijing University of Chinese Medicine, Beijing, China
| | - Hang Xing
- Institute of Metabolic Diseases, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate College, Beijing University of Chinese Medicine, Beijing, China
| | - Xie Pengfei
- Institute of Metabolic Diseases, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate College, Beijing University of Chinese Medicine, Beijing, China
| | - Wang Anzhu
- Chinese-Japanese Friendship Hospital, Beijing, China
| | - Zhang Lili
- Institute of Metabolic Diseases, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Zhao Linhua
- Department of Endocrinology, The Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, Jilin, China
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Altea-Manzano P, Decker-Farrell A, Janowitz T, Erez A. Metabolic interplays between the tumour and the host shape the tumour macroenvironment. Nat Rev Cancer 2025; 25:274-292. [PMID: 39833533 DOI: 10.1038/s41568-024-00786-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/10/2024] [Indexed: 01/22/2025]
Abstract
Metabolic reprogramming of cancer cells and the tumour microenvironment are pivotal characteristics of cancers, and studying these processes offer insights and avenues for cancer diagnostics and therapeutics. Recent advancements have underscored the impact of host systemic features, termed macroenvironment, on facilitating cancer progression. During tumorigenesis, these inherent features of the host, such as germline genetics, immune profile and the metabolic status, influence how the body responds to cancer. In parallel, as cancer grows, it induces systemic effects beyond the primary tumour site and affects the macroenvironment, for example, through inflammation, the metabolic end-stage syndrome of cachexia, and metabolic dysregulation. Therefore, understanding the intricate metabolic interplay between the tumour and the host is a growing frontier in advancing cancer diagnosis and therapy. In this Review, we explore the specific contribution of the metabolic fitness of the host to cancer initiation, progression and response to therapy. We then delineate the complex metabolic crosstalk between the tumour, the microenvironment and the host, which promotes disease progression to metastasis and cachexia. The metabolic relationships among the host, cancer pathogenesis and the consequent responsive systemic manifestations during cancer progression provide new perspectives for mechanistic cancer therapy and improved management of patients with cancer.
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Affiliation(s)
| | | | | | - Ayelet Erez
- Weizmann Institute of Science, Rehovot, Israel.
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Wu Z, Nguyen PT, Sondhi V, Yao RW, Dai T, Chiang JC, Shang Z, Cai F, Cai L, Zhang J, Moore MD, Alshamleh I, Li X, Ogu T, Zacharias LG, Winston R, Patricio JS, Johnson X, Chen WM, Cong Q, Mathews TP, Zhang Y, DeBerardinis RJ. NUDT5 regulates purine metabolism and thiopurine sensitivity by interacting with PPAT. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.29.646096. [PMID: 40236075 PMCID: PMC11996305 DOI: 10.1101/2025.03.29.646096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
Cells generate purine nucleotides through both de novo purine biosynthesis (DNPB) and purine salvage. Purine accumulation represses energetically costly DNPB through feedback inhibition of the enzymatic steps that produce the precursor phosphoribosylamine. Excessive DNPB is associated with human diseases including neurological dysfunction and hyperuricemia. However, the mechanisms explaining how cells balance DNPB and purine salvage are incompletely understood. Data from a genome-wide CRISPR loss-of-function screen and extensive stable isotope tracing identified Nudix hydrolase 5 (NUDT5) as a suppressor of DNPB during purine salvage. NUDT5 ablation allows DNPB to persist in the presence of either native purines or thiopurine drugs; this renders NUDT5-deficient cells insensitive to thiopurine treatment. Surprisingly, this regulation occurs independently of NUDT5's known function in hydrolyzing ADP-ribose to AMP and ribose-5-phosphate. Rather, NUDT5 interacts with phosphoribosyl pyrophosphate amidotransferase (PPAT), the rate-limiting enzyme in DNPB that generates phosphoribosylamine. Upon induction of purine salvage, the PPAT-NUDT5 interaction is required to trigger disassembly of the purinosome, a cytosolic metabolon involved in efficient DNPB. Mutations that disrupt NUDT5's interaction with PPAT but leave its catalytic activity intact permit excessive DNPB during purine salvage, inducing thiopurine resistance. Collectively, our findings identify NUDT5 as a regulator governing the balance between DNPB and purine salvage, underscoring its impact on nucleotide metabolism and efficacy of thiopurine treatment.
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Anyaegbunam UA, Vagiona AC, ten Cate V, Bauer K, Schmidlin T, Distler U, Tenzer S, Araldi E, Bindila L, Wild P, Andrade-Navarro MA. A Map of the Lipid-Metabolite-Protein Network to Aid Multi-Omics Integration. Biomolecules 2025; 15:484. [PMID: 40305217 PMCID: PMC12024871 DOI: 10.3390/biom15040484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 03/13/2025] [Accepted: 03/20/2025] [Indexed: 05/02/2025] Open
Abstract
The integration of multi-omics data offers transformative potential for elucidating complex molecular mechanisms underlying biological processes and diseases. In this study, we developed a lipid-metabolite-protein network that combines a protein-protein interaction network and enzymatic and genetic interactions of proteins with metabolites and lipids to provide a unified framework for multi-omics integration. Using hyperbolic embedding, the network visualizes connections across omics layers, accessible through a user-friendly Shiny R (version 1.10.0) software package. This framework ranks molecules across omics layers based on functional proximity, enabling intuitive exploration. Application in a cardiovascular disease (CVD) case study identified lipids and metabolites associated with CVD-related proteins. The analysis confirmed known associations, like cholesterol esters and sphingomyelin, and highlighted potential novel biomarkers, such as 4-imidazoleacetate and indoleacetaldehyde. Furthermore, we used the network to analyze empagliflozin's temporal effects on lipid metabolism. Functional enrichment analysis of proteins associated with lipid signatures revealed dynamic shifts in biological processes, with early effects impacting phospholipid metabolism and long-term effects affecting sphingolipid biosynthesis. Our framework offers a versatile tool for hypothesis generation, functional analysis, and biomarker discovery. By bridging molecular layers, this approach advances our understanding of disease mechanisms and therapeutic effects, with broad applications in computational biology and precision medicine.
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Affiliation(s)
- Uchenna Alex Anyaegbunam
- Computational Biology and Data Mining Group (CBDM), Institute of Organismic and Molecular Evolution (iOME), Johannes Gutenberg University, 55122 Mainz, Germany
| | - Aimilia-Christina Vagiona
- Computational Biology and Data Mining Group (CBDM), Institute of Organismic and Molecular Evolution (iOME), Johannes Gutenberg University, 55122 Mainz, Germany
| | - Vincent ten Cate
- Preventive Cardiology and Preventive Medicine, Department of Cardiology, University Medical Center, Johannes-Gutenberg University Mainz, Langenbeckstr. 1, 55131 Mainz, Germany
- Clinical Epidemiology and Systems Medicine, Center for Thrombosis and Hemostasis (CTH), University Medical Center, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
| | - Katrin Bauer
- Preventive Cardiology and Preventive Medicine, Department of Cardiology, University Medical Center, Johannes-Gutenberg University Mainz, Langenbeckstr. 1, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
- Computational Systems Medicine, Center for Thrombosis and Hemostasis (CTH), 55131 Mainz, Germany
| | - Thierry Schmidlin
- Institute of Immunology, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
- Research Centre for Immunotherapy (FZI), University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
| | - Ute Distler
- Institute of Immunology, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
- Research Centre for Immunotherapy (FZI), University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
| | - Stefan Tenzer
- Institute of Immunology, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
- Research Centre for Immunotherapy (FZI), University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
| | - Elisa Araldi
- Preventive Cardiology and Preventive Medicine, Department of Cardiology, University Medical Center, Johannes-Gutenberg University Mainz, Langenbeckstr. 1, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
- Computational Systems Medicine, Center for Thrombosis and Hemostasis (CTH), 55131 Mainz, Germany
- Systems Medicine Laboratory, Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
| | - Laura Bindila
- Institute of Physiological Chemistry, University Medical Center, 55131 Mainz, Germany
| | - Philipp Wild
- Preventive Cardiology and Preventive Medicine, Department of Cardiology, University Medical Center, Johannes-Gutenberg University Mainz, Langenbeckstr. 1, 55131 Mainz, Germany
- Clinical Epidemiology and Systems Medicine, Center for Thrombosis and Hemostasis (CTH), University Medical Center, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center, Johannes-Gutenberg University Mainz, 55131 Mainz, Germany
| | - Miguel A. Andrade-Navarro
- Computational Biology and Data Mining Group (CBDM), Institute of Organismic and Molecular Evolution (iOME), Johannes Gutenberg University, 55122 Mainz, Germany
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10
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Eller L, Wang L, Gok MO, Hocaoglu H, Qin S, Gupta P, Sieber MH. GSK3 coordinately regulates mitochondrial activity and nucleotide metabolism in quiescent oocytes. Biol Open 2025; 14:bio061815. [PMID: 40067254 PMCID: PMC11972070 DOI: 10.1242/bio.061815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 03/01/2025] [Indexed: 03/25/2025] Open
Abstract
As cells transition between periods of growth and quiescence, their metabolic demands change. During this transition, cells must coordinate changes in mitochondrial function with the induction of biosynthetic processes. Mitochondrial metabolism and nucleotide biosynthesis are key rate-limiting factors in regulating early growth. However, it remains unclear what coordinates these mechanisms in developmental systems. Here, we show that during quiescence, as mitochondrial activity drops, nucleotide breakdown increases. However, at fertilization, mitochondrial oxidative metabolism and nucleotide biosynthesis are coordinately activated to support early embryogenesis. We have found that the serine/threonine kinase GSK3 is a key factor in coordinating mitochondrial metabolism with nucleotide biosynthesis during transitions between quiescence and growth. Silencing GSK3 in quiescent oocytes causes increased levels of mitochondrial activity and a shift in the levels of several redox metabolites. Interestingly, silencing GSK3 in quiescent oocytes also leads to a precocious induction of nucleotide biosynthesis in quiescent oocytes. Taken together, these data indicate that GSK3 functions to suppress mitochondrial oxidative metabolism and prevent the premature onset of nucleotide biosynthesis in quiescent eggs. These data reveal a key mechanism that coordinates mitochondrial function and nucleotide synthesis with fertilization.
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Affiliation(s)
- Leah Eller
- UT Southwestern: The University of Texas Southwestern Medical Center, USA
| | - Lei Wang
- UT Southwestern: The University of Texas Southwestern Medical Center, USA
| | - Mehmet Oguz Gok
- UT Southwestern: The University of Texas Southwestern Medical Center, USA
| | - Helin Hocaoglu
- UT Southwestern: The University of Texas Southwestern Medical Center, USA
| | - Shenlu Qin
- UT Southwestern: The University of Texas Southwestern Medical Center, USA
| | - Parul Gupta
- UT Southwestern: The University of Texas Southwestern Medical Center, USA
| | - Matthew H. Sieber
- UT Southwestern Medical Center, Department of Physiology, 5323 Harry Hines Blvd., Dallas, Texas 75390, USA
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11
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Nengroo MA, Klein AT, Carr HS, Vidal-Cruchez O, Sahu U, McGrail DJ, Sahni N, Gao P, Asara JM, Shah H, Mendillo ML, Ben-Sahra I. Succinate dehydrogenase activity supports de novo purine synthesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.26.640389. [PMID: 40060604 PMCID: PMC11888382 DOI: 10.1101/2025.02.26.640389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
The de novo purine synthesis pathway is fundamental for nucleic acid production and cellular energetics, yet the role of mitochondrial metabolism in modulating this process remains underexplored. In many cancers, metabolic reprogramming supports rapid proliferation and survival, but the specific contributions of the tricarboxylic acid (TCA) cycle enzymes to nucleotide biosynthesis are not fully understood. Here, we demonstrate that the TCA cycle enzyme succinate dehydrogenase (SDH) is essential for maintaining optimal de novo purine synthesis in normal and cancer cells. Genetic or pharmacological inhibition of SDH markedly attenuates purine synthesis, leading to a significant reduction in cell proliferation. Mechanistically, SDH inhibition causes an accumulation of succinate, which directly impairs the purine biosynthetic pathway. In response, cancer cells compensate by upregulating the purine salvage pathway, a metabolic adaptation that represents a potential therapeutic vulnerability. Notably, co-inhibition of SDH and the purine salvage pathway induces pronounced antiproliferative and antitumoral effects in preclinical models. These findings not only reveal a signaling role for mitochondrial succinate in regulating nucleotide metabolism but also provide a promising therapeutic strategy for targeting metabolic dependencies in cancer.
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Affiliation(s)
- Mushtaq A Nengroo
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
| | - Austin T Klein
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
| | - Heather S Carr
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
| | - Olivia Vidal-Cruchez
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
| | - Umakant Sahu
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
| | - Daniel J McGrail
- Center for Immunotherapy and Precision Immuno Oncology, Cleveland Clinic, Cleveland, OH, 441796, USA
| | - Nidhi Sahni
- Department of Epigenetics and Molecular Carcinogenesis, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Peng Gao
- Metabolomics Core Facility, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, 60611, USA
| | - John M Asara
- Mass Spectrometry Core, Beth Israel Deaconess Medical Center, Department of Medicine, Harvard Medical School, Boston, MA, 02115, USA
| | - Hardik Shah
- Metabolomics Platform, University of Chicago Medicine Comprehensive Cancer Center, Chicago, IL, 60637, USA
| | - Marc L Mendillo
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
| | - Issam Ben-Sahra
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago IL, 60611 USA
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12
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MacMillan AC, Karki B, Yang J, Gertz KR, Zumwalde S, Patel JG, Czyzyk-Krzeska MF, Meller J, Cunningham JT. PRPS activity tunes redox homeostasis in Myc-driven lymphoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.08.632009. [PMID: 39868212 PMCID: PMC11761749 DOI: 10.1101/2025.01.08.632009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Myc hyperactivation coordinately regulates numerous metabolic processes to drive lymphomagenesis. Here, we elucidate the temporal and functional relationships between the medley of pathways, factors, and mechanisms that cooperate to control redox homeostasis in Myc-overexpressing B cell lymphomas. We find that Myc overexpression rapidly stimulates the oxidative pentose phosphate pathway (oxPPP), nucleotide synthesis, and mitochondrial respiration, which collectively steers cellular equilibrium to a more oxidative state. We identify Myc-dependent hyperactivation of the phosphoribosyl pyrophosphate synthetase (PRPS) enzyme as a primary regulator of redox status in lymphoma cells. Mechanistically, we show that genetic inactivation of the PRPS2 isozyme, but not PRPS1, in MYC-driven lymphoma cells leads to elevated NADPH levels and reductive stress-mediated death. Employing a pharmacological screen, we demonstrate how targeting PRPS1 or PRPS2 elicits opposing sensitivity or resistance, respectively, to chemotherapeutic agents affecting the thioredoxin and glutathione network, thus providing a therapeutic blueprint for treating MYC-driven lymphomas.
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Affiliation(s)
- Austin C. MacMillan
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
| | - Bibek Karki
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
| | - Juechen Yang
- Department of Biostatistics, Health Informatics and Data Sciences, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center; Cincinnati, OH 45229, USA
| | - Karmela R. Gertz
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
| | - Samantha Zumwalde
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
| | - Jay G. Patel
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
| | - Maria F. Czyzyk-Krzeska
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
- Veteran Affairs Medical Center, Department of Veterans Affairs; Cincinnati, OH 45220, USA
- Department of Pharmacology and System Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
| | - Jarek Meller
- Department of Biostatistics, Health Informatics and Data Sciences, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center; Cincinnati, OH 45229, USA
- Institute of Engineering and Technology, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University; Torun, 87-100, Poland
| | - John T. Cunningham
- Department of Cancer Biology, University of Cincinnati College of Medicine; Cincinnati, OH 45267, USA
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13
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Newsom OJ, Sullivan LB. Defined media reveals the essential role of lipid scavenging to support cancer cell proliferation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.12.637975. [PMID: 40027810 PMCID: PMC11870423 DOI: 10.1101/2025.02.12.637975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Fetal bovine serum (FBS) is a nearly ubiquitous, yet undefined additive in mammalian cell culture media whose functional contributions to promoting cell proliferation remain poorly understood. Efforts to replace serum supplementation in culture media have been hindered by an incomplete understanding of the environmental requirements fulfilled by FBS in culture. Here, we use a combination of live-cell imaging and liquid chromatography-mass spectrometry to elucidate the role of serum in supporting proliferation. We show that serum provides consumed factors that enable proliferation and demonstrate that the serum metal and lipid components are crucial to sustaining proliferation in culture. Importantly, despite access to a wide range of lipid classes, albumin-bound lipids are the primary species consumed during cancer cell proliferation. Furthermore, we find that combinations of the additive ITS, containing necessary metals, and albumin-associated lipid classes are sufficient to replace FBS in culture media. We show that serum-free media enables sensitive quantification of lipid consumption dynamics during cell proliferation, which indicate that fatty acids (FA) are consumed through a mass-action mechanism, with minimal competition from other lipid classes. Finally, we find that pharmacologic disruption of FA activation and incorporation into the cellular lipidome reduces uptake from the environment and impairs cell proliferation. This work therefore identifies metabolic contributions of serum in cell culture settings and provides a framework for building cell culture systems that sustain cell proliferation without the variable and undefined contributions of FBS.
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Affiliation(s)
- Oliver J. Newsom
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Lucas B. Sullivan
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
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14
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Nair R, Vu AH, Freer AK, Bhatia KS, Wang D, Savani MR, Matulis SM, Lonial S, Jaye DL, Boise LH, Seo SY, Corson TW, Nooka AK, Bhatt S, McBrayer SK, Gupta VA, Hu X, Barwick BG, Reddi AR, Shanmugam M. Heme promotes venetoclax resistance in multiple myeloma through MEK-ERK signaling and purine biosynthesis. Blood 2025; 145:732-747. [PMID: 39693611 PMCID: PMC12060166 DOI: 10.1182/blood.2024025690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 10/28/2024] [Accepted: 11/12/2024] [Indexed: 12/20/2024] Open
Abstract
ABSTRACT We previously demonstrated that reduced intrinsic electron transport chain (ETC) activity predicts and promotes sensitivity to the B-cell lymphoma 2 (BCL-2) antagonist, venetoclax (Ven), in multiple myeloma (MM). Heme, an iron-containing prosthetic group and metabolite, is fundamental to maintaining ETC activity. Interrogation of the cyclin D1 group 2 subgroup of MM from the Relating Clinical Outcomes in MM to Personal Assessment of Genetic Profile (CoMMpass) trial (NCT01454297), which can be used as a proxy for Ven-sensitive MM (VS MM), shows reduced expression of the conserved heme biosynthesis pathway gene signature. Consistent with this, we identified that VS MM exhibits reduced heme biosynthesis and curiously elevated hemin (oxidized heme) uptake. Supplementation with hemin or protoporphyrin IX (heme lacking iron) promotes Ven resistance, whereas targeting ferrochetalase, the penultimate enzyme involved in heme biosynthesis, increases Ven sensitivity in cell lines and primary MM cells. Mechanistically, heme-mediated activation of prosurvival rapidly accelerated fibrosarcoma-rat sarcoma virus-mitogen-activated protein kinase (MEK) signaling and metabolic rewiring, increasing de novo purine synthesis, were found to contribute to heme-induced Ven resistance. Cotargeting BCL-2 and myeloid cell leukemia-1 suppresses heme-induced Ven resistance. Interrogation of the Multiple Myeloma Research Foundation CoMMpass study of patients shows increased purine and pyrimidine biosynthesis to corelate with poor progression-free survival and overall survival. Elevated heme and purine biosynthesis gene signatures were also observed in matched relapse refractory MM, underscoring the relevance of heme metabolism in therapy-refractory MM. Overall, our findings reveal, for the first time, a role for extrinsic heme, a physiologically relevant metabolite, in modulating proximity to the apoptotic threshold with translational implications for BCL-2 antagonism in MM therapy.
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Affiliation(s)
- Remya Nair
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - An H. Vu
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Abigail K. Freer
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA
- Parker Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA
| | - Karanpreet S. Bhatia
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Dongxue Wang
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Milan R. Savani
- Children's Medical Center Research Institute and Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX
- Medical Scientist Training Program, University of Texas Southwestern Medical Center, Dallas, TX
| | - Shannon M. Matulis
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Sagar Lonial
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - David L. Jaye
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Lawrence H. Boise
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Seung-Yong Seo
- College of Pharmacy, Gachon University, Incheon, South Korea
| | - Timothy W. Corson
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - Ajay K. Nooka
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Shruti Bhatt
- Department of Pharmacy, National University of Singapore, Singapore
| | - Samuel K. McBrayer
- Children's Medical Center Research Institute and Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX
- Medical Scientist Training Program, University of Texas Southwestern Medical Center, Dallas, TX
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX
| | - Vikas A. Gupta
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Xin Hu
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Benjamin G. Barwick
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
| | - Amit R. Reddi
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA
- Parker Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA
| | - Mala Shanmugam
- Department of Hematology and Medical Oncology, Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA
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15
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Bi Q, Nie J, Wu Q, Sun L, Zhu S, Bai J, Liu Y, Huang F, Chai K. Integrative pan-cancer genomic analysis highlights mitochondrial protein p32 as a potential therapeutic target in Myc-driven tumorigenesis. Med Oncol 2025; 42:60. [PMID: 39891862 DOI: 10.1007/s12032-025-02604-9] [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: 11/12/2024] [Accepted: 01/09/2025] [Indexed: 02/03/2025]
Abstract
Tumor metabolic reprogramming, particularly involving mitochondrial metabolism, is a hallmark of malignancy. The mitochondrial protein p32 (C1QBP) has emerged as a critical regulator in various cancers, frequently associated with poor patient prognosis. However, the role of p32 across different cancer types remains largely unexplored. Our bioinformatics analysis demonstrates that p32 is significantly overexpressed in several malignancies and is closely involved in multiple oncogenic pathways related to tumor progression and metabolic reprogramming. Moreover, p32 expression positively correlates with genomic heterogeneity and drug sensitivity. We identified a strong association between p32 and c-Myc in both normal and cancerous tissues. We confirmed that p32 is a direct transcriptional target of c-Myc, which upregulates p32 by binding to its promoter. Functional experiments established that p32 is crucial for MYC-driven tumorigenesis, with its knockdown or knockout inhibiting tumor proliferation and extending survival. Targeting p32 may inhibit MYC-driven tumorigenesis, highlighting its potential as a therapeutic target in MYC-driven cancers.
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Affiliation(s)
- Qiufen Bi
- Cancer Institute, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Jun Nie
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qiang Wu
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan, 430022, China
| | - Liang Sun
- Cancer Institute, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China
| | - Shuang Zhu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Jin Bai
- Cancer Institute, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China.
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China.
| | - Yong Liu
- Cancer Institute, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China.
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China.
| | - Fang Huang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China.
- Hubei Key Laboratory of Precision Radiation Oncology, Wuhan, China.
| | - Keli Chai
- Cancer Institute, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China.
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, Jiangsu, China.
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16
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Mao Y, Xia Z, Xia W, Jiang P. Metabolic reprogramming, sensing, and cancer therapy. Cell Rep 2024; 43:115064. [PMID: 39671294 DOI: 10.1016/j.celrep.2024.115064] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 10/30/2024] [Accepted: 11/21/2024] [Indexed: 12/15/2024] Open
Abstract
The metabolic reprogramming of tumor cells is a crucial strategy for their survival and proliferation, involving tissue- and condition-dependent remodeling of certain metabolic pathways. While it has become increasingly clear that tumor cells integrate extracellular and intracellular signals to adapt and proliferate, nutrient and metabolite sensing also exert direct or indirect influences, although the underlying mechanisms remain incompletely understood. Furthermore, metabolic changes not only support the rapid growth and dissemination of tumor cells but also promote immune evasion by metabolically "educating" immune cells in the tumor microenvironment (TME). Recent studies have highlighted the profound impact of metabolic reprogramming on the TME and the potential of targeting metabolic pathways as a therapeutic strategy, with several enzyme inhibitors showing promising results in clinical trials. Thus, understanding how tumor cells alter their metabolic pathways and metabolically remodel the TME to support their survival and proliferation may offer new strategies for metabolic therapy and immunotherapy.
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Affiliation(s)
- Youxiang Mao
- State Key Laboratory of Molecular Oncology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Center for Life Sciences, Beijing 100084, China
| | - Ziyan Xia
- State Key Laboratory of Molecular Oncology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Center for Life Sciences, Beijing 100084, China
| | - Wenjun Xia
- State Key Laboratory of Molecular Oncology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Center for Life Sciences, Beijing 100084, China
| | - Peng Jiang
- State Key Laboratory of Molecular Oncology, School of Life Sciences, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Center for Life Sciences, Beijing 100084, China.
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17
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Sharma P, Kim CY, Keys HR, Imada S, Joseph AB, Ferro L, Kunchok T, Anderson R, Yilmaz O, Weng JK, Jain A. Genetically encoded fluorescent reporter for polyamines. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.24.609500. [PMID: 39253442 PMCID: PMC11383275 DOI: 10.1101/2024.08.24.609500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Polyamines are abundant and evolutionarily conserved metabolites that are essential for life. Dietary polyamine supplementation extends life-span and health-span. Dysregulation of polyamine homeostasis is linked to Parkinson's disease and cancer, driving interest in therapeutically targeting this pathway. However, measuring cellular polyamine levels, which vary across cell types and states, remains challenging. We introduce a first-in-class genetically encoded polyamine reporter for real-time measurement of polyamine concentrations in single living cells. This reporter utilizes the polyamine-responsive ribosomal frameshift motif from the OAZ1 gene. We demonstrate broad applicability of this approach and reveal dynamic changes in polyamine levels in response to genetic and pharmacological perturbations. Using this reporter, we conducted a genome-wide CRISPR screen and uncovered an unexpected link between mitochondrial respiration and polyamine import, which are both risk factors for Parkinson's disease. By offering a new lens to examine polyamine biology, this reporter may advance our understanding of these ubiquitous metabolites and accelerate therapy development.
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Affiliation(s)
- Pushkal Sharma
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Colin Y Kim
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Heather R Keys
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
| | - Shinya Imada
- The David H. Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, USA
| | - Alex B Joseph
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
| | - Luke Ferro
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
| | - Tenzin Kunchok
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
| | - Rachel Anderson
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Omer Yilmaz
- The David H. Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jing-Ke Weng
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
- Institute for Plant-Human Interface, Northeastern University, Boston, MA, USA
- Department of Chemistry and Chemical Biology, Department of Bioengineering and Department of Chemical Engineering, Northeastern University, Boston, MA, USA
| | - Ankur Jain
- Whitehead Institute of Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
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18
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Sokolov D, Sullivan LB. Thrifty tissues prefer recycled purines over new-cleotides. Mol Cell 2024; 84:2407-2409. [PMID: 38996457 DOI: 10.1016/j.molcel.2024.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 06/14/2024] [Accepted: 06/14/2024] [Indexed: 07/14/2024]
Abstract
In two recent studies appearing in Cell1 and Cell Metabolism,2 Tran et al. and Wu et al. describe underappreciated nuance in organismal and cellular purine nucleotide salvage pathways and identify purine salvage as a metabolic limitation for tumor growth.
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Affiliation(s)
- David Sokolov
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Lucas B Sullivan
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA.
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