1
|
Tong M, Xu Z, Wang L, Chen H, Wan X, Xu H, Yang S, Tu Q. An analysis of prognostic risk and immunotherapy response of glioblastoma patients based on single-cell landscape and nitrogen metabolism. Neurobiol Dis 2025; 211:106935. [PMID: 40348204 DOI: 10.1016/j.nbd.2025.106935] [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: 01/14/2025] [Revised: 04/03/2025] [Accepted: 04/28/2025] [Indexed: 05/14/2025] Open
Abstract
Glioblastoma (GBM) is a highly invasive brain tumor of astrocytic origin. Nitrogen metabolism plays an instrumental role in the growth and progression of various tumors, including GBM. This study intended to mine nitrogen metabolism-related biomarkers for GBM-related research of prognosis and immunotherapy. Through single-cell data analysis of GBM, we identified four cell types (Astrocytes, Macrophages, Fibroblasts, and Endothelial cells). We calculated the nitrogen metabolism scores and conducted trajectory analysis for the most abundant cells, Astrocytes, revealing 6 differentiation directions of Astrocytes, which included the main differentiation direction from cells with low nitrogen metabolism scores to cells with high nitrogen metabolism scores. Furthermore, based on the differentially expressed genes (DEGs) with high/low nitrogen metabolism scores, we constructed a 7-gene prognostic model by utilizing regression analysis. qRT-PCR analysis showed that IGFBP2, CHPF, CTSZ, UPP1, TCF12, ZBTB20 and RBP1 were all significantly up-regulated in the GBM cells. Through differential analysis, a protein-protein interaction (PPI) network, and enrichment analyses, we identified and analyzed the DEGs in the high RiskScore subgroup, revealing complex interactions among DEGs, which were mainly related to pathways such as TNF signaling pathway and NF-κB signaling pathway. By leveraging univariate analysis, survival-related genes were selected from the nitrogen metabolism-related gene sets. Clustering, survival, immune, and mutation analyses manifested that the collected nitrogen metabolism-related genes had good classification performance, presenting notable differences in survival rates, immune levels, gene mutations, and sensitivity to drugs between cluster1 and cluster2. In conclusion, the project investigated the prognosis and classification value of nitrogen metabolism-related genes in GBM from multiple perspectives, predicting the sensitivity of different subtypes of patients to immunotherapy response and drug sensitivity. These findings are expected to show new research directions for further exploration in these fields.
Collapse
Affiliation(s)
- Minfeng Tong
- Department of Neurosurgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Zhijian Xu
- Department of Neurosurgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Lude Wang
- Central Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Huahui Chen
- Department of Neurosurgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Xing Wan
- Department of Neurosurgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Hu Xu
- Department of Neurosurgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Song Yang
- Department of Neurosurgery, Jiaozhou Branch, East Hospital Affiliated to Tongji University, Jiaozhou 266300, China.
| | - Qi Tu
- Department of Neurosurgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China.
| |
Collapse
|
2
|
Shah A, Johnson E, Ponnusamy MP, Batra SK. Emerging pathways yielding opportunities for future treatments in pancreatic ductal adenocarcinoma. Expert Opin Ther Targets 2025:1-18. [PMID: 40382194 DOI: 10.1080/14728222.2025.2507035] [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: 12/31/2024] [Revised: 05/05/2025] [Accepted: 05/13/2025] [Indexed: 05/20/2025]
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy that is often diagnosed at a late stage, resulting in poor survival rates and limited treatment options. Several factors contribute to the dismal prognosis of PDAC, including the absence of reliable biomarkers and effective therapies, as well as the complex biology of the disease. AREAS COVERED The pathobiology of PDAC encompasses its unique mutational landscape, desmoplastic stroma, and immune suppressive tumor microenvironment (TME). These characteristics are influenced by an intricate network of signaling pathways activated by oncogenic KRAS, DNA damage and repair machinery, metabolic adaptations, and aberrant mucin expression. This review summarizes our current understanding of these pathways to explore their potential for therapeutic vulnerabilities in PDAC. We discuss how recent efforts to elucidate these pathways have identified novel targets and treatments for this dreadful disease. EXPERT OPINION The complex biology of PDAC complicates the effectiveness of single therapeutic agents. To achieve durable clinical responses in patients with PDAC, it is essential to simultaneously inhibit multiple parallel or unrelated pathways. Therefore, a combination therapeutic regimen is necessary to significantly improve treatment outcomes that rely solely on biologically driven concepts. These studies suggest ways to expand our understanding of the therapeutic vulnerabilities in PDAC.
Collapse
Affiliation(s)
- Ashu Shah
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Esther Johnson
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Moorthy P Ponnusamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE, USA
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| |
Collapse
|
3
|
Li Z, Chen S, Wu X, Liu F, Zhu J, Chen J, Lu X, Chi R. Research advances in branched-chain amino acid metabolism in tumors. Mol Cell Biochem 2025; 480:2707-2723. [PMID: 39576465 DOI: 10.1007/s11010-024-05163-1] [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: 07/10/2024] [Accepted: 11/10/2024] [Indexed: 01/06/2025]
Abstract
The metabolic reprogramming of amino acids is an important component of tumor metabolism. Branched-chain amino acids (BCAAs) perform important functions in tumor progression. They are the important amino donor and are involved in the synthesis of various non-essential amino acids, nucleotides, and polyamines to satisfy the increased demand for nitrogen sources. This review summarizes the studies related to abnormalities in BCAA metabolism during tumorigenesis and the potential therapeutic targets. The expression of BCAA transporters was significantly upregulated in tumor cells, which increases BCAA uptake. High expression of the BCAA transaminases is prevalent in various tumors, however, the dehydrogenation step of BCAA catabolism is inhibited in tumors. This review shows that BCAA metabolic reprogramming is an important tumor metabolic feature, and metabolic genes of BCAAs play a crucial role in tumor metabolism, representing a good auxiliary target for early clinical diagnosis and treatment. In addition, BCAAs are indispensable for maintaining immune system function, and dietary supplementation with BCAAs can enhance the activity of immune cells. Therefore, BCAA supplementation in tumor patients may affect the interaction between the immune system and tumors.
Collapse
Affiliation(s)
- Zheng Li
- The Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, Wuxi, China
| | | | - Xuechao Wu
- Wuxi Neurosurgical Institute, Wuxi, China
- Department of Neurosurgery, Jiangnan University, Medical Center, Wuxi, China
| | - Fei Liu
- Department of Neurosurgery, Jiangnan University, Medical Center, Wuxi, China
| | - Jing Zhu
- College of Nursing and Health Innovation, The University of Texas Arlington, Arlington, TX, 76010, USA
| | - Jiayi Chen
- School of Life Sciences, Jilin University, 2699 Qianjin Street, Changchun, 130012, Jilin, China.
| | - Xiaojie Lu
- The Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, Wuxi, China.
- Nanjing Medical University, Nanjing, China.
- Wuxi Neurosurgical Institute, Wuxi, China.
- Department of Neurosurgery, Wuxi No.2 People's Hospital, Jiangnan University Medical Center, 68 Zhongshan Road, Wuxi, 214002, China.
| | - Rui Chi
- The Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, Wuxi, China.
- Department of Laboratory Medicine, Jiangnan University Medical Center, 68 Zhongshan Road, Wuxi, 214002, China.
| |
Collapse
|
4
|
Li Y, Ding T, Zhang T, Liu S, Wang J, Zhou X, Guo Z, He Q, Zhang S. Leveraging Diverse Cell-Death Patterns to Decipher the Interactive Relation of Unfavorable Outcome and Tumor Microenvironment in Breast Cancer. Bioengineering (Basel) 2025; 12:420. [PMID: 40281780 PMCID: PMC12024675 DOI: 10.3390/bioengineering12040420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 03/25/2025] [Accepted: 04/10/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND Programmed cell death (PCD) dynamically influences breast cancer (BC) prognosis through interactions with the tumor microenvironment (TME). We investigated 13 PCD patterns to decipher their prognostic impact and mechanistic links to TME-driven outcomes. Our study aimed to explore the complex mechanisms underlying these interactions and establish a prognostic prediction model for breast cancer. METHODS Using TCGA and METABRIC datasets, we integrated single-sample gene set enrichment analysis (ssGSEA), weighted gene co-expression network analysis (WGCNA), and Least Absolute Shrinkage and Selection Operator (LASSO) to explore PCD-TME interactions. Multi-dimensional analyses included immune infiltration, genomic heterogeneity, and functional pathway enrichment. RESULTS Our results indicated that high apoptosis and pyroptosis activity, along with low autophagy, correlated with favorable prognosis, which was driven by enhanced anti-tumor immunity, including more M1 macrophage polarization and activated CD8+ T cells in TME. PCD-related genes could promote tumor metastasis and poor prognosis via VEGF/HIF-1/MAPK signaling and immune response, including Th1/Th2 cell differentiation, while new tumor event occurrences (metastasis/secondary cancers) were linked to specific clinical features and gene mutation spectrums, including TP53/CDH1 mutations and genomic instability. We constructed a six-gene LASSO model (BCAP31, BMF, GLUL, NFKBIA, PARP3, PROM2) to predict prognosis and identify high-risk BC patients (for five-year survival, AUC = 0.76 in TCGA; 0.74 in METABRIC). Therein, the high-risk subtype patients demonstrated a poorer prognosis, also characterized by lower microenvironment matrix and downregulated immunocyte infiltration. These six gene signatures also showed prognostic value with significant differential expression in gene and protein levels of BC samples. CONCLUSION Our study provided a comprehensive landscape of the cancer survival difference and related PCD-TME interaction axis and highlighted that high-apoptosis/pyroptosis states caused favorable prognosis, underlying mechanisms closely related with the TME where anti-tumor immunity would be beneficial for patient prognosis. These findings highlighted the model's potential for risk stratification in BC.
Collapse
Affiliation(s)
- Yue Li
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Ting Ding
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Tong Zhang
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Shuangyu Liu
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Jinhua Wang
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Xiaoyan Zhou
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Zeqi Guo
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Qian He
- Department of Clinical Laboratories, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China; (Y.L.); (T.D.); (Z.G.); (Q.H.)
| | - Shuqun Zhang
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710004, China
| |
Collapse
|
5
|
Kim DH, Kim DJ, Park SJ, Jang WJ, Jeong CH. Inhibition of GLS1 and ASCT2 Synergistically Enhances the Anticancer Effects in Pancreatic Cancer Cells. J Microbiol Biotechnol 2025; 35:e2412032. [PMID: 40223274 PMCID: PMC12010092 DOI: 10.4014/jmb.2412.12032] [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: 12/18/2024] [Revised: 02/14/2025] [Accepted: 02/15/2025] [Indexed: 04/15/2025]
Abstract
Pancreatic cancer, a leading cause of cancer-related deaths, is characterized by increased dependence on glutamine metabolism. Telaglenastat (CB-839), a glutaminase (GLS) inhibitor targets glutamine metabolism; however, its efficacy as monotherapy is limited owing to metabolic adaptations. In this study, we demonstrated that CB-839 effectively inhibited cell growth in pancreatic cancer cells, but activated the general control nonderepressible 2 (GCN2)-activating transcription factor 4 (ATF4) signaling pathway. ATF4 knockdown reduced glutamine transporter alanine, serine, and cysteine transporter 2 (ASCT2) expression, glutamine uptake, and cell viability under glutamine deprivation-recovery conditions, confirming its protective role in mitigating glutamine-related metabolic stress. Notably, the combination of CB-839 and the ASCT2 inhibitor V-9302 demonstrated a synergistic effect, significantly suppressing pancreatic cancer cell survival. These findings highlight ATF4 and ASCT2 as crucial therapeutic targets and indicate that dual inhibition of GLS and ASCT2 may enhance treatment outcomes for pancreatic cancer.
Collapse
Affiliation(s)
- Dong-Hwan Kim
- College of Pharmacy, Keimyung University, Daegu 42601, Republic of Korea
| | - Dong Joon Kim
- Department of Microbiology, College of Medicine, Dankook University, Cheonan 31116, Republic of Korea
| | - Seong-Jun Park
- College of Pharmacy, Keimyung University, Daegu 42601, Republic of Korea
| | - Won-Jun Jang
- College of Pharmacy, Keimyung University, Daegu 42601, Republic of Korea
| | - Chul-Ho Jeong
- College of Pharmacy, Keimyung University, Daegu 42601, Republic of Korea
| |
Collapse
|
6
|
Kim GW, Cha M, Ong HTM, Yoo J, Jeon YH, Lee SW, Oh SY, Kang MJ, Kim Y, Kwon SH. HDAC6 and USP9X Control Glutamine Metabolism by Stabilizing GS to Promote Glioblastoma Tumorigenesis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2501553. [PMID: 40162736 DOI: 10.1002/advs.202501553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Revised: 03/17/2025] [Indexed: 04/02/2025]
Abstract
Glioblastoma (GBM) is the most common and the deadliest brain cancer. Glutamine anabolism mediated by glutamine synthetase (GS) is beneficial for GBM cell growth, especially under glutamine deprivation. However, the molecular mechanism underlying GS homeostasis in GBM remains undisclosed. Here, it is reported that histone deacetylase 6 (HDAC6) promotes GS deacetylation, stabilizing it via ubiquitin-mediated pathway. It is found that deubiquitination of GS is modulated by ubiquitin-specific peptidase 9, X-linked (USP9X). USP9X stabilizes GS by removing its K48-linked polyubiquitination on lysine 91 and 103. Accordingly, targeting HDAC6 and USP9X in vitro and in vivo represses GBM tumorigenesis by decreasing GS stability. Metabolic analysis shows that silencing HDAC6 and USP9X disrupts de novo nucleotide synthesis, thereby attenuating GBM cell growth. Furthermore, GS modulation by targeting HDAC6 and USP9X restrains the self-renewal capacity. These results suggest that HDAC6 and USP9X are crucial epigenetic enzymes that promote GBM tumorigenesis by modulating glutamine metabolism.
Collapse
Affiliation(s)
- Go Woon Kim
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - Minhae Cha
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - Hien Thi My Ong
- Center for Advanced Biomolecular Recognition, Korea Institute of Science and Technology, Seoul, 02792, Republic of Korea
- Division of Bio-Medical Science & Technology, KIST School, University of Science and Technology, Seoul, 02792, Republic of Korea
| | - Jung Yoo
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - Yu Hyun Jeon
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - Sang Wu Lee
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - Soo Yeon Oh
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - Min-Jung Kang
- Center for Advanced Biomolecular Recognition, Korea Institute of Science and Technology, Seoul, 02792, Republic of Korea
- Division of Bio-Medical Science & Technology, KIST School, University of Science and Technology, Seoul, 02792, Republic of Korea
| | - Youngsoo Kim
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| | - So Hee Kwon
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, 21983, Republic of Korea
| |
Collapse
|
7
|
Wei X, Wang L, Xing Z, Chen P, He X, Tuo X, Su H, Zhou G, Liu H, Fan Y. Glutamine synthetase accelerates re-endothelialization of vascular grafts by mitigating endothelial cell dysfunction in a rat model. Biomaterials 2025; 314:122877. [PMID: 39378796 DOI: 10.1016/j.biomaterials.2024.122877] [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: 02/07/2024] [Revised: 09/25/2024] [Accepted: 10/03/2024] [Indexed: 10/10/2024]
Abstract
Endothelial cell (EC) dysfunction within the aorta has long been recognized as a prominent contributor to the progression of atherosclerosis and the subsequent failure of vascular graft transplantation. However, the direct relationship between EC dysfunction and vascular remodeling remains to be investigated. In this study, we sought to address this knowledge gap by employing a strategy involving the release of glutamine synthetase (GS), which effectively activated endothelial metabolism and mitigates EC dysfunction. To achieve this, we developed GS-loaded small-diameter vascular grafts (GSVG) through the electrospinning technique, utilizing dual-component solutions consisting of photo-crosslinkable hyaluronic acid and polycaprolactone. Through an in vitro model of oxidized low-density lipoprotein-induced injury in human umbilical vein endothelial cells (HUVECs), we provided compelling evidence that the GSVG promoted the restoration of motility, angiogenic sprouting, and proliferation in dysfunctional HUVECs by enhancing cellular metabolism. Furthermore, the sequencing results indicated that these effects were mediated by miR-122-5p-related signaling pathways. Remarkably, the GSVG also exhibited regulatory capabilities in shifting vascular smooth muscle cells towards a contractile phenotype, mitigating inflammatory responses and thereby preventing vascular calcification. Finally, our data demonstrated that GS incorporation significantly enhanced re-endothelialization of vascular grafts in a ferric chloride-injured rat model. Collectively, our results offer insights into the promotion of re-endothelialization in vascular grafts by restoring dysfunctional ECs through the augmentation of cellular metabolism.
Collapse
Affiliation(s)
- Xinbo Wei
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China
| | - Li Wang
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China
| | - Zheng Xing
- School of Pharmacy, Changzhou University, Changzhou, 213164, PR China
| | - Peng Chen
- Department of Ultrasound, The Third Medical Center, Chinese PLA General Hospital, Beijing, PR China
| | - Xi He
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China
| | - Xiaoye Tuo
- Department of Reparative and Reconstructive Surgery, 9 Jinyuanzhuang Rd., Peking University Shougang Hospital, PR China
| | - Haoran Su
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China
| | - Gang Zhou
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China
| | - Haifeng Liu
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China.
| | - Yubo Fan
- Key Laboratory for Biomechanics and Mechanobiology (Beihang University) of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100083, PR China.
| |
Collapse
|
8
|
Ponzilacqua-Silva B, Dadelahi AS, Moley CR, Abushahba MFN, Skyberg JA. Metabolomic analysis of murine tissues infected with Brucella melitensis. PLoS One 2025; 20:e0314672. [PMID: 39869554 PMCID: PMC11771894 DOI: 10.1371/journal.pone.0314672] [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: 11/17/2024] [Accepted: 01/07/2025] [Indexed: 01/29/2025] Open
Abstract
Brucella is a gram negative, facultative intracellular bacterial pathogen that constitutes a substantial threat to human and animal health. Brucella can replicate in a variety of tissues and can induce immune responses that alter host metabolite availability. Here, mice were infected with B. melitensis and murine spleens, livers, and female reproductive tracts were analyzed by GC-MS to determine tissue-specific metabolic changes at one-, two- and four- weeks post infection. The most remarkable changes were observed at two-weeks post-infection when relative to uninfected tissues, 42 of 329 detected metabolites in reproductive tracts were significantly altered by Brucella infection, while in spleens and livers, 68/205 and 139/330 metabolites were significantly changed, respectively. Several of the altered metabolites in host tissues were linked to the GABA shunt and glutaminolysis. Treatment of macrophages with GABA did not alter control of B. melitensis infection, and deletion of the putative GABA transporter BMEI0265 did not alter B. melitensis virulence. While glutaminolysis inhibition did not affect control of B. melitensis in macrophages, glutaminolysis was required for macrophage IL-1β production in response to B. melitensis. In summary, these results indicate that Brucella infection alters host tissue metabolism and that these changes could have effects on inflammation and the outcome of infection.
Collapse
Affiliation(s)
- Bárbara Ponzilacqua-Silva
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
| | - Alexis S. Dadelahi
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
| | - Charles R. Moley
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
| | - Mostafa F. N. Abushahba
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
- Department of Zoonoses, Faculty of Veterinary Medicine, Assiut University, Assiut, Egypt
| | - Jerod A. Skyberg
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, United States of America
| |
Collapse
|
9
|
Kawase K, Nakamura Y, Wolbeck L, Takemura S, Zaitsu K, Ando T, Jinnou H, Sawada M, Nakajima C, Rydbirk R, Gokenya S, Ito A, Fujiyama H, Saito A, Iguchi A, Kratimenos P, Ishibashi N, Gallo V, Iwata O, Saitoh S, Khodosevich K, Sawamoto K. Significance of birth in the maintenance of quiescent neural stem cells. SCIENCE ADVANCES 2025; 11:eadn6377. [PMID: 39841848 PMCID: PMC11753423 DOI: 10.1126/sciadv.adn6377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 12/18/2024] [Indexed: 01/24/2025]
Abstract
Birth is one of the most important life events for animals. However, its significance in the developmental process is not fully understood. Here, we found that birth-induced alteration of glutamine metabolism in radial glia (RG), the embryonic neural stem cells (NSCs), is required for the acquisition of quiescence and long-term maintenance of postnatal NSCs. Preterm birth impairs this cellular process, leading to transient hyperactivation of RG. Consequently, in the postnatal brain, the NSC pool is depleted and neurogenesis is decreased. We also found that the maintenance of quiescent RG after preterm birth improves postnatal neurogenesis. This study demonstrates the significance of birth in the maintenance of quiescent NSCs.
Collapse
Affiliation(s)
- Koya Kawase
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Yasuhisa Nakamura
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Department of Pediatrics, Nagoya City University West Medical Center, 1-1-1 Hiratecho, Kita-ku, Nagoya, Aichi 462-8508, Japan
| | - Laura Wolbeck
- Biotech Research & Innovation Centre (BRIC), Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Shoko Takemura
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Kei Zaitsu
- Multimodal Informatics and Wide-data Analytics Laboratory, Department of Computational Systems Biology, Faculty of Biology-Oriented Science and Technology, Kindai University, 930 Nishi Mitani, Kinokawa, Wakayama 649-6493, Japan
| | - Takehiro Ando
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Hideo Jinnou
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Center for Neuroscience Research, Children’s National Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Masato Sawada
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Division of Neural Development and Regeneration, National Institute for Physiological Sciences, Myodaiji, Okazaki, Aichi 444-8585, Japan
| | - Chikako Nakajima
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Rasmus Rydbirk
- Biotech Research & Innovation Centre (BRIC), Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Sakura Gokenya
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Akira Ito
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Hitomi Fujiyama
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Akari Saito
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Akira Iguchi
- Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki 305-8567, Japan
- Research Laboratory on Environmentally-Conscious Developments and Technologies [E-code], National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki 305-8567, Japan
| | - Panagiotis Kratimenos
- Center for Neuroscience Research, Children’s National Research Institute, Children’s National Hospital, Washington, DC 20010, USA
- Division of Neonatology, Children’s National Hospital, Washington, DC 20010, USA
| | - Nobuyuki Ishibashi
- Center for Neuroscience Research, Children’s National Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Vittorio Gallo
- Center for Neuroscience Research, Children’s National Research Institute, Children’s National Hospital, Washington, DC 20010, USA
- Norcliffe Foundation Center for Integrative Brain Research Seattle Children’s Research Institute Seattle Children’s Seattle, Seattle, WA 98145-5005, USA
| | - Osuke Iwata
- Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Shinji Saitoh
- Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
| | - Konstantin Khodosevich
- Biotech Research & Innovation Centre (BRIC), Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Kazunobu Sawamoto
- Department of Developmental and Regenerative Neurobiology, Institute of Brain Science, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan
- Division of Neural Development and Regeneration, National Institute for Physiological Sciences, Myodaiji, Okazaki, Aichi 444-8585, Japan
| |
Collapse
|
10
|
Xiang Y, Zhang C, Wang J, Cheng Y, Wang K, Wang L, Tong Y, Yan D. Identification of Metabolic Characteristic-Pancreatic Ductal Adenocarcinoma Associations Using Mendelian Randomization and Metabolomics. J Gastrointest Cancer 2025; 56:48. [PMID: 39833419 PMCID: PMC11753325 DOI: 10.1007/s12029-025-01173-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/11/2025] [Indexed: 01/22/2025]
Abstract
BACKGROUND Metabolic reprogramming is increasingly recognized as a crucial factor influencing the development, progression, and prognosis of pancreatic ductal adenocarcinoma (PDAC). Despite this, the potential association of specific metabolic characteristics and PDAC remains ambiguous due to the variability introduced by individual patient differences. In this study, we aimed to find out metabolic pathways that may be associated with the overall survival (OS) of PDAC patients. METHODS We utilized Mendelian randomization (MR) to assess the associations between 1400 metabolites and metabolite ratios and PDAC. We performed functional annotation and pathway enrichment analysis on both significant metabolites and the shared proteins corresponding to the significant metabolite ratios. Additionally, we analyzed peripheral blood metabolites from 32 PDAC patients to correlate metabolites with clinicopathological features and OS. Functional enrichment analysis was also conducted on the significant metabolites. RESULTS Our MR analysis revealed 55 metabolites/metabolite ratios associated with PDAC. Among the top 20 enriched metabolic pathways involving proteins related to significant metabolite ratios, seven were associated with amino acid metabolism, three with carbohydrate metabolism, and two with lipid metabolism. Serum metabolomics of PDAC patients highlighted significant upregulation in pathways related to primary bile acid biosynthesis, as well as taurine and hypotaurine metabolism, which correlated negatively with OS. Conversely, pathways involved in arginine biosynthesis, arginine and proline metabolism, and aminoacyl-tRNA biosynthesis were notably downregulated and positively associated with OS. Both upregulated and downregulated differential metabolites were notably enriched in the pyrimidine metabolism pathway, which was linked to poorer OS. These associations were corroborated by MR analysis. CONCLUSION The study provides valuable insights into the metabolic characteristics associated with PDAC, offering a reference point for improving diagnosis and treatment for PDAC.
Collapse
Affiliation(s)
- Yaoxian Xiang
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Chan Zhang
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Jing Wang
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Yurong Cheng
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Kangjie Wang
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Li Wang
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Yingying Tong
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China
| | - Dong Yan
- Department of Oncology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101149, China.
| |
Collapse
|
11
|
Chao YY, Lin RC, Su PJ, Wang CA, Tu TY, Hou YC, Tsai YT, Peng IC, Tsai SJ, Shan YS, Wang CY. Melanophilin-induced primary cilia promote pancreatic cancer metastasis. Cell Death Dis 2025; 16:22. [PMID: 39820281 PMCID: PMC11739566 DOI: 10.1038/s41419-025-07344-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 12/11/2024] [Accepted: 01/08/2025] [Indexed: 01/30/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most malignant tumors because of its high metastatic ability. The glutamine (Gln)-deficient microenvironment contributes to PDAC metastasis; however, the underlying molecular mechanisms remain unclear. Here, we demonstrated that melanophilin (MLPH) promotes PDAC metastasis by inducing the regrowth of primary cilia. Using RNA sequencing, we found that MLPH was upregulated in Gln-deficient conditions. MLPH facilitated PDAC metastasis in vitro and in vivo. Clinically, high MLPH expression is positively correlated with metastasis and poor PDAC prognosis. MLPH localized to the centrosome and facilitated the regrowth of primary cilia. The primary ciliogenesis upregulated phospholipase C γ-1 (PLCG1) to promote PDAC metastasis. Interestingly, PLCG1 was localized to the primary cilia, and depletion of PLCG1 alleviated primary ciliogenesis, suggesting a feedforward role for PLCG1 in mediating primary ciliogenesis. Thus, our study revealed a novel function of the MLPH-primary cilia-PLCG1 axis in facilitating PDAC metastasis under Gln deficiency both in vitro and in vivo.
Collapse
Affiliation(s)
- Yu-Ying Chao
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Cell Biology and Anatomy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ruei-Ci Lin
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Cell Biology and Anatomy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ping-Jui Su
- Division of General Surgery, Department of Surgery, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Chu-An Wang
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ting-Yuan Tu
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Ya-Chin Hou
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Tzui Tsai
- Department of Physiology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - I-Chen Peng
- Department of Life Sciences, National Cheng Kung University, Tainan, Taiwan
| | - Shaw-Jenq Tsai
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Physiology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yan-Shen Shan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Surgery, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chia-Yih Wang
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
- Department of Cell Biology and Anatomy, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
- Department of Physiology, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| |
Collapse
|
12
|
Ye Q, Li D, Zou Y, Yuan Y. The Role and Treatment Strategies of Ammonia-Related Metabolism in Tumor Microenvironment. Curr Gene Ther 2025; 25:199-209. [PMID: 38860905 DOI: 10.2174/0115665232301222240603100840] [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: 12/30/2023] [Revised: 04/04/2024] [Accepted: 05/07/2024] [Indexed: 06/12/2024]
Abstract
Tumor cells achieve their adaptability through various metabolic reprogramming processes. Among them, ammonia, as a traditional metabolic waste, plays an increasingly important role in the tumor microenvironment along with its associated metabolites. Other cells in the microenvironment can also reshape the immune status of the microenvironment by regulating ammonia- related metabolism, and targeting this metabolic aspect has emerged as a potential strategy for tumor treatment. In this study, we have systematically reviewed the source and destination of ammonia in tumor cells, as well as the links between ammonia and other biological processes. We have also analyzed the ammonia-related metabolic regulation of other cells (including T cells, macrophages, dendritic cells, natural killer cells, myeloid-derived suppressor cells, and stromal cells) in the tumor microenvironment, and summarized the tumor treatment methods that target this metabolism. Through ammonia-related metabolic reprogramming, tumor cells obtain the energy they need for rapid growth and proliferation. Multiple immune cells and stromal cells in the microenvironment also interact with each other through this metabolic regulation, ultimately leading to immune suppression. Despite the heterogeneity of tumors and the complexity of cellular functions, further research into therapeutic interventions targeting ammonia-related metabolism is warranted. This review has focused on the role and regulation of ammonia-related metabolism in tumor cells and other cells in the microenvironment, and highlighted the efficacy and prospects of targeted ammonia- related metabolism therapy.
Collapse
Affiliation(s)
- Qizhen Ye
- Department of Medical Oncology, Key Laboratory of Cancer Prevention and Intervention, Chinese National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China
| | - Dan Li
- Department of Medical Oncology, Key Laboratory of Cancer Prevention and Intervention, Chinese National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China
| | - Yi Zou
- Department of Pathology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China
| | - Ying Yuan
- Department of Medical Oncology, Key Laboratory of Cancer Prevention and Intervention, Chinese National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, 310009, China
- Cancer Center of Zhejiang University, Hangzhou, 310058, China
| |
Collapse
|
13
|
Maiti A, Mondal S, Choudhury S, Bandopadhyay A, Mukherjee S, Sikdar N. Oncometabolites in pancreatic cancer: Strategies and its implications. World J Exp Med 2024; 14:96005. [PMID: 39713078 PMCID: PMC11551704 DOI: 10.5493/wjem.v14.i4.96005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 08/24/2024] [Accepted: 09/14/2024] [Indexed: 10/31/2024] Open
Abstract
Pancreatic cancer (PanCa) is a catastrophic disease, being third lethal in both the genders around the globe. The possible reasons are extreme disease invasiveness, highly fibrotic and desmoplastic stroma, dearth of confirmatory diagnostic approaches and resistance to chemotherapeutics. This inimitable tumor microenvironment (TME) or desmoplasia with excessive extracellular matrix accumulation, create an extremely hypovascular, hypoxic and nutrient-deficient zone inside the tumor. To survive, grow and proliferate in such tough TME, pancreatic tumor and stromal cells transform their metabolism. Transformed glucose, glutamine, fat, nucleotide metabolism and inter-metabolite communication between tumor and TME in synergism, impart therapy resistance, and immunosuppression in PanCa. Thus, a finer knowledge of altered metabolism would uncover its metabolic susceptibilities. These unique metabolic targets may help to device novel diagnostic/prognostic markers and therapeutic strategies for better management of PanCa. In this review, we sum up reshaped metabolic pathways in PanCa to formulate detection and remedial strategies of this devastating disease.
Collapse
Affiliation(s)
- Arunima Maiti
- Suraksha Diagnostics Pvt Ltd, Newtown, Rajarhat, Kolkata 700156, West Bengal, India
| | - Susmita Mondal
- Department of Zoology, Diamond Harbour Women’s University, Diamond Harbour 743368, West Bengal, India
| | - Sounetra Choudhury
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, West Bengal, India
| | | | - Sanghamitra Mukherjee
- Department of Pathology, RG Kar Medical College and Hospital, Kolkata 700004, West Bengal, India
| | - Nilabja Sikdar
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, West Bengal, India
- Scientist G, Estuarine and Coastal Studies Foundation, Howrah 711101, West Bengal, India
| |
Collapse
|
14
|
Xie YX, Wang L, Zhou ZH, Liu WJ, Wang W, Yang JH, He ML, Qiu JG, Jiang BH. m 6A RNA methyltransferase METTL16 induces Cr(VI) carcinogenesis and lung cancer development through glutamine biosynthesis and GLUL expression. JOURNAL OF HAZARDOUS MATERIALS 2024; 480:136093. [PMID: 39405702 DOI: 10.1016/j.jhazmat.2024.136093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 09/18/2024] [Accepted: 10/05/2024] [Indexed: 12/01/2024]
Abstract
Hexavalent chromium [Cr(VI)] exposure increases the risk of cancer occurrence. This study found that the levels of an atypical methyltransferase, METTL16 were greatly upregulated in the cells, and mouse tissues with Cr(VI) exposure, and played a critical role in cell proliferation and tumor growth induced by Cr(VI). Similarly, we found METTL16 was upregulated in various human cancer tissues. To understand mechanism of METTL16 in inducing carcinogenesis and cancer development, we identified that glutamate-ammonia ligase (GLUL) as the METTL16 functional target for regulating glutamine metabolism and tumorigenesis induced by Cr(VI) exposure. We demonstrated that METTL16 promoted GLUL expression in a m6A-dependent manner. Furthermore, METTL16 methylated the specific stem-loop structure of GLUL transcript, thereby increased the recognition and splicing of pre-GLUL RNA modified site by m6A reader YTHDC1, which ultimately accelerated the production of mature GLUL mRNA. Animal model of Cr(VI) exposure further confirmed that the expression levels of METTL16 and GLUL were both significantly induced in vivo, and there had a significant positive correlation between METTL16 and GLUL levels. Furthermore, we found that YTHDC1 was also important in inducing GLUL expression, and MYC was the upstream mediator of METTL16 to increase its transcriptional activation. Our study revealed new mechanism of metal carcinogenesis and cancer development.
Collapse
Affiliation(s)
- Yun-Xia Xie
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China; Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong 266000, China
| | - Lin Wang
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Zhi-Hao Zhou
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Wen-Jing Liu
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University, Academy of Medical Science, Zhengzhou University, Zhengzhou 450000, China
| | - Wei Wang
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Jing-Hua Yang
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Ming-Liang He
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, China
| | - Jian-Ge Qiu
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China.
| | - Bing-Hua Jiang
- The Third Affiliated Hospital of Zhengzhou University, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450052, China.
| |
Collapse
|
15
|
Ponzilacqua-Silva B, Dadelahi AS, Moley CR, Abushahba MF, Skyberg JA. Metabolomic Analysis of Murine Tissues Infected with Brucella melitensis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.16.623915. [PMID: 39605528 PMCID: PMC11601316 DOI: 10.1101/2024.11.16.623915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Brucella is a gram negative, facultative, intracellular bacterial pathogen that constitutes a substantial threat to human and animal health. Brucella can replicate in a variety of tissues and can induce immune responses that alter host metabolite availability. Here, mice were infected with B. melitensis and murine spleens, livers, and female reproductive tracts were analyzed by GC-MS to determine tissue-specific metabolic changes at one-, two- and four- weeks post infection. The most remarkable changes were observed at two-weeks post-infection when relative to uninfected tissues, 42 of 329 detected metabolites in reproductive tracts were significantly altered by Brucella infection, while in spleens and livers, 68/205 and 139/330 metabolites were significantly changed, respectively. Several of the altered metabolites in host tissues were linked to the GABA shunt and glutaminolysis. Treatment of macrophages with GABA did not alter control of B. melitensis infection, and deletion of the putative GABA transporter BMEI0265 did not alter B. melitensis virulence. While glutaminolysis inhibition did not affect control of B. melitensis in macrophages, glutaminolysis was required for macrophage IL-1β production in response to B. melitensis. In sum, these results indicate that Brucella infection alters host tissue metabolism and that these changes could have effects on inflammation and the outcome of infection.
Collapse
Affiliation(s)
- Bárbara Ponzilacqua-Silva
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
| | - Alexis S. Dadelahi
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
| | - Charles R. Moley
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
| | - Mostafa F.N. Abushahba
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
- Department of Zoonoses, Faculty of Veterinary Medicine, Assiut University, Assiut, Egypt
| | - Jerod A. Skyberg
- Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, Missouri
- Laboratory for Infectious Disease Research, University of Missouri, Columbia, Missouri
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, MT
| |
Collapse
|
16
|
Chiu CF, Lin HR, Su YH, Chen HA, Hung SW, Huang SY. The Role of Dicer Phosphorylation in Gemcitabine Resistance of Pancreatic Cancer. Int J Mol Sci 2024; 25:11797. [PMID: 39519347 PMCID: PMC11545961 DOI: 10.3390/ijms252111797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 10/28/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024] Open
Abstract
Dicer, a cytoplasmic type III RNase, is essential for the maturation of microRNAs (miRNAs) and is implicated in cancer progression and chemoresistance. Our previous research demonstrated that phosphorylation of Dicer at S1016 alters miRNA maturation and glutamine metabolism, contributing to gemcitabine (GEM) resistance in pancreatic ductal adenocarcinoma (PDAC). In this study, we focused on the role of Dicer phosphorylation at S1728/S1852 in GEM-resistant PDAC cells. Using shRNA to knock down Dicer in GEM-resistant PANC-1 (PANC-1 GR) cells, we examined cell viability through MTT and clonogenic assays. We also expressed phosphomimetic Dicer 2E (S1728E/S1852E) and phosphomutant Dicer 2A (S1728A/S1852A) to evaluate their effects on GEM resistance and metabolism. Our results show that phosphorylation at S1728/S1852 promotes GEM resistance by reprogramming glutamine metabolism. Specifically, phosphomimetic Dicer 2E increased intracellular glutamine, driving pyrimidine synthesis and raising dCTP levels, which compete with gemcitabine's metabolites. This metabolic shift enhanced drug resistance. In contrast, phosphomutant Dicer 2A reduced GEM resistance. These findings highlight the importance of Dicer phosphorylation in regulating metabolism and drug sensitivity, offering insights into potential therapeutic strategies for overcoming GEM resistance in pancreatic cancer.
Collapse
Affiliation(s)
- Ching-Feng Chiu
- Graduate Institute of Metabolism and Obesity Sciences, Taipei Medical University, Taipei 110, Taiwan; (C.-F.C.); (H.-R.L.)
- Division of General Surgery, Shuang Ho Hospital, Taipei Medical University, Taipei 110, Taiwan; (Y.-H.S.); (H.-A.C.)
| | - Hui-Ru Lin
- Graduate Institute of Metabolism and Obesity Sciences, Taipei Medical University, Taipei 110, Taiwan; (C.-F.C.); (H.-R.L.)
| | - Yen-Hao Su
- Division of General Surgery, Shuang Ho Hospital, Taipei Medical University, Taipei 110, Taiwan; (Y.-H.S.); (H.-A.C.)
| | - Hsin-An Chen
- Division of General Surgery, Shuang Ho Hospital, Taipei Medical University, Taipei 110, Taiwan; (Y.-H.S.); (H.-A.C.)
| | - Shao-Wen Hung
- Division of Animal Industry, Animal Technology Laboratories, Agricultural Technology Research Institute, Xiangshan Dist., Hsinchu City 300, Taiwan;
| | - Shih-Yi Huang
- Graduate Institute of Metabolism and Obesity Sciences, Taipei Medical University, Taipei 110, Taiwan; (C.-F.C.); (H.-R.L.)
- School of Nutrition and Health Sciences, Taipei Medical University, Taipei 110, Taiwan
| |
Collapse
|
17
|
Tonelli C, Deschênes A, Gaeth V, Jensen A, Vithlani N, Yao MA, Zhao Z, Park Y, Tuveson DA. Ductal pancreatic cancer interception by FGFR2 abrogation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.16.618726. [PMID: 39463990 PMCID: PMC11507947 DOI: 10.1101/2024.10.16.618726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
Activating KRAS mutations are a key feature of pancreatic ductal adenocarcinoma (PDA) and drive tumor initiation and progression. However, mutant KRAS by itself is weakly oncogenic. The pathways that cooperate with mutant KRAS to induce tumorigenesis are less-defined. Analyzing organoids and murine and human pancreatic specimens, we found that the receptor tyrosine kinase FGFR2 was progressively up-regulated in mutant KRAS-driven metaplasia, pre-neoplasia and Classical PDA. Using genetic mouse models, we showed that FGFR2 supported mutant KRAS-driven transformation of acinar cells by promoting proliferation and MAPK pathway activation. FGFR2 abrogation significantly delayed tumor formation and extended the survival of these mice. Furthermore, we discovered that FGFR2 collaborated with EGFR and dual blockade of these receptor signaling pathways significantly reduced mutant KRAS-induced pre-neoplastic lesion formation. Together, our data have uncovered a pivotal role for FGFR2 in the early phases of pancreatic tumorigenesis, paving the way for future therapeutic applications of FGFR2 inhibitors for pancreatic cancer interception. STATEMENT OF SIGNIFICANCE Mutant KRAS-expressing pancreatic intraepithelial neoplasias (PanINs), the precursor lesions of PDA, are prevalent in the average healthy adult but rarely advance to invasive carcinoma. Here, we discovered that FGFR2 promoted PDA progression by amplifying mutant KRAS signaling and that inactivation of FGFR2 intercepted disease progression.
Collapse
|
18
|
Zang X, Lei K, Wang J, Gong R, Gao C, Jing Z, Song J, Ren H. Targeting aberrant amino acid metabolism for pancreatic cancer therapy: Opportunities for nanoparticles. CHEMICAL ENGINEERING JOURNAL 2024; 498:155071. [DOI: 10.1016/j.cej.2024.155071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
|
19
|
Rauth S, Malafa M, Ponnusamy MP, Batra SK. Emerging Trends in Gastrointestinal Cancer Targeted Therapies: Harnessing Tumor Microenvironment, Immune Factors, and Metabolomics Insights. Gastroenterology 2024; 167:867-884. [PMID: 38759843 PMCID: PMC11793124 DOI: 10.1053/j.gastro.2024.05.005] [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: 01/29/2024] [Revised: 04/23/2024] [Accepted: 05/01/2024] [Indexed: 05/19/2024]
Abstract
Gastrointestinal (GI) cancers are the leading cause of new cancer cases and cancer-related deaths worldwide. The treatment strategies for patients with GI tumors have focused on oncogenic molecular profiles associated with tumor cells. Recent evidence has demonstrated that the tumor cell functions are modulated by its microenvironment, compromising fibroblasts, extracellular matrices, microbiome, immune cells, and the enteric nervous system. Along with the tumor microenvironment components, alterations in key metabolic pathways have emerged as a hallmark of tumor cells. From these perspectives, this review will highlight the functions of different cellular components of the GI tumor microenvironment and their implications for treatment. Furthermore, we discuss the major metabolic reprogramming in GI tumor cells and how understanding metabolic rewiring could lead to new therapeutic strategies. Finally, we briefly summarize the targeted agents currently being studied in GI cancers. Understanding the complex interplay between tumor cell-intrinsic and -extrinsic factors during tumor progression is critical for developing new therapeutic strategies.
Collapse
Affiliation(s)
- Sanchita Rauth
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Mokenge Malafa
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Moorthy P Ponnusamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska; Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, Omaha, Nebraska.
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska; Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, Omaha, Nebraska.
| |
Collapse
|
20
|
Zuzak T, Bogaczyk A, Krata AA, Kamiński R, Paneth P, Kluz T. Isotopic Composition of C, N, and S as an Indicator of Endometrial Cancer. Cancers (Basel) 2024; 16:3169. [PMID: 39335141 PMCID: PMC11430076 DOI: 10.3390/cancers16183169] [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: 08/16/2024] [Revised: 09/02/2024] [Accepted: 09/12/2024] [Indexed: 09/30/2024] Open
Abstract
OBJECTIVES The metabolic pathway of cancerous tissue differs from healthy tissue, leading to the unique isotopic composition of stable isotopes at their natural abundance. We have studied if these changes can be developed into diagnostic or prognostic tools in the case of endometrial cancer. METHODS Measurements of stable isotope ratios were performed using isotope ratio mass spectrometry for nitrogen, carbon, and sulfur isotopic assessment. Uterine tissue and serum samples were collected from patients and the control group. RESULTS At a natural abundance, the isotopic compositions of all three of the studied elements of uterus cancerous and healthy tissues are different. However, no correlation of the isotopic composition of the tissues with that of serum was found. CONCLUSIONS Differences in the isotopic composition of the tissues might be a potential prognostic tool. However, the lack of a correlation between the differences in the isotopic composition of the tissues and serum seems to exclude their application as diagnostic biomarkers, which, however, might be possible if a position-specific isotopic analysis is performed.
Collapse
Affiliation(s)
- Tomasz Zuzak
- Department of Gynecology, Gynecology Oncology and Obstetrics, Fryderyk Chopin University Hospital, Szopena 2, 35-055 Rzeszow, Poland
| | - Anna Bogaczyk
- Department of Gynecology, Gynecology Oncology and Obstetrics, Fryderyk Chopin University Hospital, Szopena 2, 35-055 Rzeszow, Poland
| | - Agnieszka Anna Krata
- Institute of Applied Radiation Chemistry, Lodz University of Technology, Zeromskiego 116, 90-924 Lodz, Poland
| | - Rafał Kamiński
- Institute of Applied Radiation Chemistry, Lodz University of Technology, Zeromskiego 116, 90-924 Lodz, Poland
| | - Piotr Paneth
- Institute of Applied Radiation Chemistry, Lodz University of Technology, Zeromskiego 116, 90-924 Lodz, Poland
| | - Tomasz Kluz
- Department of Gynecology, Gynecology Oncology and Obstetrics, Fryderyk Chopin University Hospital, Szopena 2, 35-055 Rzeszow, Poland
- Institute of Medical Sciences, Medical College of Rzeszow University, 35-959 Rzeszow, Poland
| |
Collapse
|
21
|
Wu H, Fu M, Wu M, Cao Z, Zhang Q, Liu Z. Emerging mechanisms and promising approaches in pancreatic cancer metabolism. Cell Death Dis 2024; 15:553. [PMID: 39090116 PMCID: PMC11294586 DOI: 10.1038/s41419-024-06930-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 07/17/2024] [Accepted: 07/22/2024] [Indexed: 08/04/2024]
Abstract
Pancreatic cancer is an aggressive cancer with a poor prognosis. Metabolic abnormalities are one of the hallmarks of pancreatic cancer, and pancreatic cancer cells can adapt to biosynthesis, energy intake, and redox needs through metabolic reprogramming to tolerate nutrient deficiency and hypoxic microenvironments. Pancreatic cancer cells can use glucose, amino acids, and lipids as energy to maintain malignant growth. Moreover, they also metabolically interact with cells in the tumour microenvironment to change cell fate, promote tumour progression, and even affect immune responses. Importantly, metabolic changes at the body level deserve more attention. Basic research and clinical trials based on targeted metabolic therapy or in combination with other treatments are in full swing. A more comprehensive and in-depth understanding of the metabolic regulation of pancreatic cancer cells will not only enrich the understanding of the mechanisms of disease progression but also provide inspiration for new diagnostic and therapeutic approaches.
Collapse
Affiliation(s)
- Hao Wu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Mengdi Fu
- Department of Clinical Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Mengwei Wu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Zhen Cao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Qiyao Zhang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Ziwen Liu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
| |
Collapse
|
22
|
Praharaj M, Shen F, Lee AJ, Zhao L, Nirschl TR, Theodros D, Singh AK, Wang X, Adusei KM, Lombardo KA, Williams RA, Sena LA, Thompson EA, Tam A, Yegnasubramanian S, Pearce EJ, Leone RD, Alt J, Rais R, Slusher BS, Pardoll DM, Powell JD, Zarif JC. Metabolic Reprogramming of Tumor-Associated Macrophages Using Glutamine Antagonist JHU083 Drives Tumor Immunity in Myeloid-Rich Prostate and Bladder Cancers. Cancer Immunol Res 2024; 12:854-875. [PMID: 38701369 PMCID: PMC11217738 DOI: 10.1158/2326-6066.cir-23-1105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 04/10/2024] [Accepted: 04/30/2024] [Indexed: 05/05/2024]
Abstract
Glutamine metabolism in tumor microenvironments critically regulates antitumor immunity. Using the glutamine-antagonist prodrug JHU083, we report potent tumor growth inhibition in urologic tumors by JHU083-reprogrammed tumor-associated macrophages (TAMs) and tumor-infiltrating monocytes. We show JHU083-mediated glutamine antagonism in tumor microenvironments induced by TNF, proinflammatory, and mTORC1 signaling in intratumoral TAM clusters. JHU083-reprogrammed TAMs also exhibited increased tumor cell phagocytosis and diminished proangiogenic capacities. In vivo inhibition of TAM glutamine consumption resulted in increased glycolysis, a broken tricarboxylic acid (TCA) cycle, and purine metabolism disruption. Although the antitumor effect of glutamine antagonism on tumor-infiltrating T cells was moderate, JHU083 promoted a stem cell-like phenotype in CD8+ T cells and decreased the abundance of regulatory T cells. Finally, JHU083 caused a global shutdown in glutamine-utilizing metabolic pathways in tumor cells, leading to reduced HIF-1α, c-MYC phosphorylation, and induction of tumor cell apoptosis, all key antitumor features. Altogether, our findings demonstrate that targeting glutamine with JHU083 led to suppressed tumor growth as well as reprogramming of immunosuppressive TAMs within prostate and bladder tumors that promoted antitumor immune responses. JHU083 can offer an effective therapeutic benefit for tumor types that are enriched in immunosuppressive TAMs.
Collapse
Affiliation(s)
- Monali Praharaj
- Pathobiology Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Fan Shen
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Alex J. Lee
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Liang Zhao
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Thomas R. Nirschl
- Pathobiology Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Debebe Theodros
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Medical Scientist Training Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Alok K. Singh
- Department of Medicine, Center for Tuberculosis Research, School of Medicine, Johns Hopkins University, Baltimore, Maryland.
| | - Xiaoxu Wang
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Kenneth M. Adusei
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Kara A. Lombardo
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Raekwon A. Williams
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Laura A. Sena
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Elizabeth A. Thompson
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Ada Tam
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Srinivasan Yegnasubramanian
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Edward J. Pearce
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Robert D. Leone
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jesse Alt
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland.
- Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Rana Rais
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland.
- Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Barbara S. Slusher
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland.
- Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Drew M. Pardoll
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jonathan D. Powell
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jelani C. Zarif
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| |
Collapse
|
23
|
Hilovsky D, Hartsell J, Young JD, Liu X. Stable Isotope Tracing Analysis in Cancer Research: Advancements and Challenges in Identifying Dysregulated Cancer Metabolism and Treatment Strategies. Metabolites 2024; 14:318. [PMID: 38921453 PMCID: PMC11205609 DOI: 10.3390/metabo14060318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 05/13/2024] [Accepted: 05/28/2024] [Indexed: 06/27/2024] Open
Abstract
Metabolic reprogramming is a hallmark of cancer, driving the development of therapies targeting cancer metabolism. Stable isotope tracing has emerged as a widely adopted tool for monitoring cancer metabolism both in vitro and in vivo. Advances in instrumentation and the development of new tracers, metabolite databases, and data analysis tools have expanded the scope of cancer metabolism studies across these scales. In this review, we explore the latest advancements in metabolic analysis, spanning from experimental design in stable isotope-labeling metabolomics to sophisticated data analysis techniques. We highlight successful applications in cancer research, particularly focusing on ongoing clinical trials utilizing stable isotope tracing to characterize disease progression, treatment responses, and potential mechanisms of resistance to anticancer therapies. Furthermore, we outline key challenges and discuss potential strategies to address them, aiming to enhance our understanding of the biochemical basis of cancer metabolism.
Collapse
Affiliation(s)
- Dalton Hilovsky
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695, USA; (D.H.); (J.H.)
| | - Joshua Hartsell
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695, USA; (D.H.); (J.H.)
| | - Jamey D. Young
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN 37212, USA
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN 37212, USA
| | - Xiaojing Liu
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695, USA; (D.H.); (J.H.)
| |
Collapse
|
24
|
Alwahsh M, Hamadneh Y, Marchan R, Dahabiyeh LA, Alhusban AA, Hasan A, Alrawabdeh J, Hergenröder R, Hamadneh L. Glutathione and Xanthine Metabolic Changes in Tamoxifen Resistant Breast Cancer Cell Lines are Mediated by Down-Regulation of GSS and XDH and Correlated to Poor Prognosis. J Cancer 2024; 15:4047-4058. [PMID: 38947399 PMCID: PMC11212086 DOI: 10.7150/jca.96659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 05/23/2024] [Indexed: 07/02/2024] Open
Abstract
Background: Tamoxifen is commonly used in the treatment of hormonal-positive breast cancer. However, 30%-40% of tumors treated with tamoxifen develop resistance; therefore, an important step to overcome this resistance is to understand the underlying molecular and metabolic mechanisms. In the present work, we used metabolic profiling to determine potential biomarkers of tamoxifen resistance, and gene expression levels of enzymes important to these metabolites and then correlated the expression to the survival of patients receiving tamoxifen. Methods: Tamoxifen-resistant cell lines previously developed and characterized in our laboratory were metabolically profiled with nuclear magnetic resonance spectroscopy (NMR) using cryogenic probe, and the findings were correlated with the expression of genes that encode the key enzymes of the significant metabolites. Moreover, the effect of significantly altered genes on the overall survival of patients was assessed using the Kaplan-Meier plotter web tool. Results: We observed a significant increase in the levels of glutamine, taurine, glutathione, and xanthine, and a significant decrease in the branched-chain amino acids, valine, and isoleucine, as well as glutamate and cysteine in the tamoxifen-resistant cells compared to tamoxifen sensitive cells. Moreover, xanthine dehydrogenase and glutathione synthase gene expression were downregulated, whereas glucose-6-phosphate dehydrogenase was upregulated compared to control. Additionally, increased expression of xanthine dehydrogenase was associated with a better outcome for breast cancer patients. Conclusion: Overall, this study sheds light on metabolic pathways that are dysregulated in tamoxifen-resistant cell lines and the potential role of each of these pathways in the development of resistance.
Collapse
Affiliation(s)
- Mohammad Alwahsh
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman-17138, Jordan
| | - Yazan Hamadneh
- School of Medicine, The University of Jordan, Amman, Jordan
| | - Rosemarie Marchan
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139 Dortmund, Germany
| | - Lina A. Dahabiyeh
- Department of Pharmaceutical Sciences, School of Pharmacy, The University of Jordan, 11942 Amman, Jordan
| | - Ala A Alhusban
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman-17138, Jordan
| | - Aya Hasan
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman-17138, Jordan
| | | | - Roland Hergenröder
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44139 Dortmund, Germany
| | - Lama Hamadneh
- Department of Basic Medical Sciences, Faculty of Medicine, Al-Balqa Applied University, 19117, Al-Salt, Jordan
| |
Collapse
|
25
|
Jain SK, Bansal S, Bansal S, Singh B, Klotzbier W, Mehta KY, Cheema AK. An Optimized Method for LC-MS-Based Quantification of Endogenous Organic Acids: Metabolic Perturbations in Pancreatic Cancer. Int J Mol Sci 2024; 25:5901. [PMID: 38892088 PMCID: PMC11172734 DOI: 10.3390/ijms25115901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 05/23/2024] [Accepted: 05/25/2024] [Indexed: 06/21/2024] Open
Abstract
Accurate and reliable quantification of organic acids with carboxylic acid functional groups in complex biological samples remains a major analytical challenge in clinical chemistry. Issues such as spontaneous decarboxylation during ionization, poor chromatographic resolution, and retention on a reverse-phase column hinder sensitivity, specificity, and reproducibility in multiple-reaction monitoring (MRM)-based LC-MS assays. We report a targeted metabolomics method using phenylenediamine derivatization for quantifying carboxylic acid-containing metabolites (CCMs). This method achieves accurate and sensitive quantification in various biological matrices, with recovery rates from 90% to 105% and CVs ≤ 10%. It shows linearity from 0.1 ng/mL to 10 µg/mL with linear regression coefficients of 0.99 and LODs as low as 0.01 ng/mL. The library included a wide variety of structurally variant CCMs such as amino acids/conjugates, short- to medium-chain organic acids, di/tri-carboxylic acids/conjugates, fatty acids, and some ring-containing CCMs. Comparing CCM profiles of pancreatic cancer cells to normal pancreatic cells identified potential biomarkers and their correlation with key metabolic pathways. This method enables sensitive, specific, and high-throughput quantification of CCMs from small samples, supporting a wide range of applications in basic, clinical, and translational research.
Collapse
Affiliation(s)
- Shreyans K. Jain
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
| | - Shivani Bansal
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
| | - Sunil Bansal
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
| | - Baldev Singh
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
| | - William Klotzbier
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
| | - Khyati Y. Mehta
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
| | - Amrita K. Cheema
- Department of Oncology, Lombardi Comprehensive Cancer Centre, Georgetown University Medical Center, E-415, New Research Building, 3900 Reservoir Road NW, Washington, DC 20057, USA; (S.K.J.); (S.B.); (S.B.); (B.S.); (W.K.); (K.Y.M.)
- Department of Biochemistry, Molecular and Cellular Biology, Georgetown University Medical Centre, Washington, DC 20057, USA
| |
Collapse
|
26
|
Ziki RA, Colnot S. Glutamine metabolism, a double agent combating or fuelling hepatocellular carcinoma. JHEP Rep 2024; 6:101077. [PMID: 38699532 PMCID: PMC11063524 DOI: 10.1016/j.jhepr.2024.101077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 02/16/2024] [Accepted: 02/28/2024] [Indexed: 05/05/2024] Open
Abstract
The reprogramming of glutamine metabolism is a key event in cancer more generally and in hepatocellular carcinoma (HCC) in particular. Glutamine consumption supplies tumours with ATP and metabolites through anaplerosis of the tricarboxylic acid cycle, while glutamine production can be enhanced by the overexpression of glutamine synthetase. In HCC, increased glutamine production is driven by activating mutations in the CTNNB1 gene encoding β-catenin. Increased glutamine synthesis or utilisation impacts tumour epigenetics, oxidative stress, autophagy, immunity and associated pathways, such as the mTOR (mammalian target of rapamycin) pathway. In this review, we will discuss studies which emphasise the pro-tumoral or tumour-suppressive effect of glutamine overproduction. It is clear that more comprehensive studies are needed as a foundation from which to develop suitable therapies targeting glutamine metabolic pathways, depending on the predicted pro- or anti-tumour role of dysregulated glutamine metabolism in distinct genetic contexts.
Collapse
Affiliation(s)
- Razan Abou Ziki
- INSERM, Sorbonne Université, Centre de Recherche des Cordeliers (CRC), Paris, F-75006, France
- Équipe labellisée Ligue Nationale Contre le Cancer, France
| | - Sabine Colnot
- INSERM, Sorbonne Université, Centre de Recherche des Cordeliers (CRC), Paris, F-75006, France
- Équipe labellisée Ligue Nationale Contre le Cancer, France
| |
Collapse
|
27
|
Wen S, Lin X, Luo W, Pan Y, Liao F, Wang Z, Zhan B, Feng J, Huang H. Metabolic difference between patient-derived xenograft model of pancreatic ductal adenocarcinoma and corresponding primary tumor. BMC Cancer 2024; 24:485. [PMID: 38632504 PMCID: PMC11022326 DOI: 10.1186/s12885-024-12193-x] [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: 08/03/2023] [Accepted: 03/27/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Patients-derived xenograft (PDX) model have been widely used for tumor biological and pathological studies. However, the metabolic similarity of PDX tumor to the primary cancer (PC) is still unknown. METHODS In present study, we established PDX model by engrafting primary tumor of pancreatic ductal adenocarcinoma (PDAC), and then compared the tumor metabolomics of PC, the first generation of PDX tumor (PDXG1), and the third generation of PDX tumor (PDXG3) by using 1H NMR spectroscopy. Then, we assessed the differences in response to chemotherapy between PDXG1 and PDXG3 and corresponding metabolomic differences in drug-resistant tumor tissues. To evaluate the metabolomic similarity of PDX to PC, we also compared the metabolomic difference of cell-derived xenograft (CDX) vs. PC and PDX vs. PC. RESULTS After engraftment, PDXG1 tumor had a low level of lactate, pyruvate, citrate and multiple amino acids (AAs) compared with PC. Metabolite sets enrichment and metabolic pathway analyses implied that glycolysis metabolisms were suppressed in PDXG1 tumor, and tricarboxylic acid cycle (TCA)-associated anaplerosis pathways, such as amino acids metabolisms, were enhanced. Then, after multiple passages of PDX, the altered glycolysis and TCA-associated anaplerosis pathways were partially recovered. Although no significant difference was observed in the response of PDXG1 and PDXG3 to chemotherapy, the difference in glycolysis and amino acids metabolism between PDXG1 and PDXG3 could still be maintained. In addition, the metabolomic difference between PC and CDX models were much larger than that of PDX model and PC, indicating that PDX model still retain more metabolic characteristics of primary tumor which is more suitable for tumor-associated metabolism research. CONCLUSIONS Compared with primary tumor, PDX models have obvious difference in metabolomic level. These findings can help us design in vivo tumor metabolomics research legitimately and analyze the underlying mechanism of tumor metabolic biology thoughtfully.
Collapse
Affiliation(s)
- Shi Wen
- Department of General Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Gulou District, 351001, Fuzhou, China
| | - Xianchao Lin
- Department of General Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Gulou District, 351001, Fuzhou, China
| | - Wei Luo
- Department of General Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Gulou District, 351001, Fuzhou, China
| | - Yu Pan
- Department of General Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Gulou District, 351001, Fuzhou, China
| | - Fei Liao
- Department of General Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Gulou District, 351001, Fuzhou, China
| | - Zhenzhao Wang
- Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, Xiamen University, No. 422, Siming South Road, Siming District, 361005, Xiamen, China
| | - Bohan Zhan
- Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, Xiamen University, No. 422, Siming South Road, Siming District, 361005, Xiamen, China
| | - Jianghua Feng
- Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, Xiamen University, No. 422, Siming South Road, Siming District, 361005, Xiamen, China.
| | - Heguang Huang
- Department of General Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Gulou District, 351001, Fuzhou, China.
| |
Collapse
|
28
|
Ren J, Ren B, Liu X, Cui M, Fang Y, Wang X, Zhou F, Gu M, Xiao R, Bai J, You L, Zhao Y. Crosstalk between metabolic remodeling and epigenetic reprogramming: A new perspective on pancreatic cancer. Cancer Lett 2024; 587:216649. [PMID: 38311052 DOI: 10.1016/j.canlet.2024.216649] [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: 07/18/2023] [Revised: 09/21/2023] [Accepted: 01/13/2024] [Indexed: 02/06/2024]
Abstract
Pancreatic cancer is a highly malignant solid tumor with a poor prognosis and a high mortality rate. Thus, exploring the mechanisms underlying the development and progression of pancreatic cancer is critical for identifying targets for diagnosis and treatment. Two important hallmarks of cancer-metabolic remodeling and epigenetic reprogramming-are interconnected and closely linked to regulate one another, creating a complex interaction landscape that is implicated in tumorigenesis, invasive metastasis, and immune escape. For example, metabolites can be involved in the regulation of epigenetic enzymes as substrates or cofactors, and alterations in epigenetic modifications can in turn regulate the expression of metabolic enzymes. The crosstalk between metabolic remodeling and epigenetic reprogramming in pancreatic cancer has gained considerable attention. Here, we review the emerging data with a focus on the reciprocal regulation of metabolic remodeling and epigenetic reprogramming. We aim to highlight how these mechanisms could be applied to develop better therapeutic strategies.
Collapse
Affiliation(s)
- Jie Ren
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Bo Ren
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Xiaohong Liu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Ming Cui
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Yuan Fang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Xing Wang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Feihan Zhou
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Minzhi Gu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Ruiling Xiao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Jialu Bai
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Lei You
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| | - Yupei Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, PR China; Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, PR China; National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, PR China.
| |
Collapse
|
29
|
Bae G, Berezhnoy G, Flores A, Cannet C, Schäfer H, Dahlke MH, Michl P, Löffler MW, Königsrainer A, Trautwein C. Quantitative Metabolomics and Lipoprotein Analysis of PDAC Patients Suggests Serum Marker Categories for Pancreatic Function, Pancreatectomy, Cancer Metabolism, and Systemic Disturbances. J Proteome Res 2024; 23:1249-1262. [PMID: 38407039 PMCID: PMC11003419 DOI: 10.1021/acs.jproteome.3c00611] [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: 11/02/2023] [Revised: 12/29/2023] [Accepted: 02/03/2024] [Indexed: 02/27/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is difficult to diagnose in the early stages and lacks reliable biomarkers. The scope of this project was to establish quantitative nuclear magnetic resonance (NMR) spectroscopy to comprehensively study blood serum alterations in PDAC patients. Serum samples from 34 PDAC patients obtained before and after pancreatectomy as well as 83 age- and sex-matched control samples from healthy donors were analyzed with in vitro diagnostics research (IVDr) proton NMR spectroscopy at 600 MHz. Uni- and multivariate statistics were applied to identify significant biofluid alterations. We identified 29 significantly changed metabolites and 98 lipoproteins when comparing serum from healthy controls with those of PDAC patients. The most prominent features were assigned to (i) markers of pancreatic function (e.g., glucose and blood triglycerides), (ii) markers related to surgery (e.g., ketone bodies and blood cholesterols), (iii) PDAC-associated markers (e.g., amino acids and creatine), and (iv) markers for systemic disturbances in PDAC (e.g., gut metabolites DMG, TMAO, DMSO2, and liver lipoproteins). Quantitative serum NMR spectroscopy is suited as a diagnostic tool to investigate PDAC. Remarkably, 2-hydroxybutyrate (2-HB) as a previously suggested marker for insulin resistance was found in extraordinarily high levels only after pancreatectomy, suggesting this metabolite is the strongest marker for pancreatic loss of function.
Collapse
Affiliation(s)
- Gyuntae Bae
- Werner
Siemens Imaging Center, Department of Preclinical
Imaging and Radiopharmacy, University Hospital Tübingen, Tübingen 72076, Germany
- Cluster
of Excellence iFIT (EXC2180) ‘Image-Guided and Functionally
Instructed Tumor Therapies’, University
of Tübingen, Tübingen 72076, Germany
| | - Georgy Berezhnoy
- Werner
Siemens Imaging Center, Department of Preclinical
Imaging and Radiopharmacy, University Hospital Tübingen, Tübingen 72076, Germany
| | - Alejandra Flores
- Werner
Siemens Imaging Center, Department of Preclinical
Imaging and Radiopharmacy, University Hospital Tübingen, Tübingen 72076, Germany
| | - Claire Cannet
- Bruker
BioSpin GmbH & Co. KG, BioPharma and Applied Division, Ettlingen 76275, Germany
| | - Hartmut Schäfer
- Bruker
BioSpin GmbH & Co. KG, BioPharma and Applied Division, Ettlingen 76275, Germany
| | - Marc H. Dahlke
- Department
of General and Visceral Surgery, Robert-Bosch-Krankenhaus, Stuttgart 70376, Germany
| | - Patrick Michl
- Dept
of Internal Medicine IV, University Hospital
Heidelberg, Heidelberg 69120, Germany
| | - Markus W. Löffler
- Department
of General, Visceral and Transplant Surgery, University Hospital Tübingen, Tübingen 72076, Germany
- German Cancer
Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner
Site Tübingen, University of Tübingen, Tübingen 72076, Germany
- Cluster
of Excellence iFIT (EXC2180) ‘Image-Guided and Functionally
Instructed Tumor Therapies’, University
of Tübingen, Tübingen 72076, Germany
- Department
of Immunology, University of Tübingen, Tübingen 72076, Germany
- Department
of Clinical Pharmacology, University Hospital
Tübingen, Tübingen 72076, Germany
| | - Alfred Königsrainer
- Department
of General, Visceral and Transplant Surgery, University Hospital Tübingen, Tübingen 72076, Germany
- German Cancer
Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner
Site Tübingen, University of Tübingen, Tübingen 72076, Germany
- Cluster
of Excellence iFIT (EXC2180) ‘Image-Guided and Functionally
Instructed Tumor Therapies’, University
of Tübingen, Tübingen 72076, Germany
| | - Christoph Trautwein
- Werner
Siemens Imaging Center, Department of Preclinical
Imaging and Radiopharmacy, University Hospital Tübingen, Tübingen 72076, Germany
- Cluster
of Excellence iFIT (EXC2180) ‘Image-Guided and Functionally
Instructed Tumor Therapies’, University
of Tübingen, Tübingen 72076, Germany
- M3
Research Center for Malignome, Metabolome and Microbiome, Faculty of Medicine University Tübingen, Tübingen 72076, Germany
| |
Collapse
|
30
|
Kim JH, Lee J, Im SS, Kim B, Kim EY, Min HJ, Heo J, Chang EJ, Choi KC, Shin DM, Son J. Glutamine-mediated epigenetic regulation of cFLIP underlies resistance to TRAIL in pancreatic cancer. Exp Mol Med 2024; 56:1013-1026. [PMID: 38684915 PMCID: PMC11058808 DOI: 10.1038/s12276-024-01231-0] [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] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 05/02/2024] Open
Abstract
Tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) is a promising anticancer agent because it kills cancer cells while sparing normal cells. However, many cancers, including pancreatic ductal adenocarcinoma (PDAC), exhibit intrinsic or acquired resistance to TRAIL, and the molecular mechanisms underlying TRAIL resistance in cancers, particularly in PDAC, remain unclear. In this study, we demonstrated that glutamine (Gln) endows PDAC cells with resistance to TRAIL through KDM4C-mediated epigenetic regulation of cFLIP. Inhibition of glutaminolysis significantly reduced the cFLIP level, leading to TRAIL-mediated formation of death-inducing signaling complexes. Overexpression of cFLIP dramatically rescued PDAC cells from TRAIL/Gln deprivation-induced apoptosis. Alpha-Ketoglutarate (aKG) supplementation significantly reversed the decrease in the cFLIP level induced by glutaminolysis inhibition and rescued PDAC cells from TRAIL/Gln deprivation-induced apoptosis. Knockdown of glutamic-oxaloacetic transaminase 2, which facilitates the conversion of oxaloacetate and glutamate into aspartate and aKG, decreased aKG production and the cFLIP level and activated TRAIL-induced apoptosis. AKG-mediated epigenetic regulation was necessary for maintaining a high level of cFLIP. Glutaminolysis inhibition increased the abundance of H3K9me3 in the cFLIP promoter, indicating that Gln-derived aKG production is important for Jumonji-domain histone demethylase (JHDM)-mediated cFLIP regulation. The JHDM KDM4C regulated cFLIP expression by binding to its promoter, and KDM4C knockdown sensitized PDAC cells to TRAIL-induced apoptosis. The present findings suggest that Gln-derived aKG production is required for KDM4C-mediated epigenetic regulation of cFLIP, which leads to resistance to TRAIL.
Collapse
MESH Headings
- Humans
- CASP8 and FADD-Like Apoptosis Regulating Protein/metabolism
- CASP8 and FADD-Like Apoptosis Regulating Protein/genetics
- TNF-Related Apoptosis-Inducing Ligand/metabolism
- Epigenesis, Genetic
- Glutamine/metabolism
- Jumonji Domain-Containing Histone Demethylases/metabolism
- Jumonji Domain-Containing Histone Demethylases/genetics
- Drug Resistance, Neoplasm/genetics
- Pancreatic Neoplasms/metabolism
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/pathology
- Cell Line, Tumor
- Gene Expression Regulation, Neoplastic/drug effects
- Apoptosis/drug effects
- Ketoglutaric Acids/metabolism
- Carcinoma, Pancreatic Ductal/metabolism
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/pathology
- Aspartate Aminotransferase, Cytoplasmic/metabolism
- Aspartate Aminotransferase, Cytoplasmic/genetics
- Animals
- Promoter Regions, Genetic
Collapse
Affiliation(s)
- Ji Hye Kim
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Jinyoung Lee
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Se Seul Im
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Boyun Kim
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Eun-Young Kim
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Hyo-Jin Min
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Jinbeom Heo
- Department of Cell and Genetic Engineering, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Eun-Ju Chang
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Kyung-Chul Choi
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Dong-Myung Shin
- Department of Cell and Genetic Engineering, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Jaekyoung Son
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea.
| |
Collapse
|
31
|
Muranaka H, Akinsola R, Billet S, Pandol SJ, Hendifar AE, Bhowmick NA, Gong J. Glutamine Supplementation as an Anticancer Strategy: A Potential Therapeutic Alternative to the Convention. Cancers (Basel) 2024; 16:1057. [PMID: 38473414 PMCID: PMC10930819 DOI: 10.3390/cancers16051057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/02/2024] [Accepted: 03/04/2024] [Indexed: 03/14/2024] Open
Abstract
Glutamine, a multifaceted nonessential/conditionally essential amino acid integral to cellular metabolism and immune function, holds pivotal importance in the landscape of cancer therapy. This review delves into the intricate dynamics surrounding both glutamine antagonism strategies and glutamine supplementation within the context of cancer treatment, emphasizing the critical role of glutamine metabolism in cancer progression and therapy. Glutamine antagonism, aiming to disrupt tumor growth by targeting critical metabolic pathways, is challenged by the adaptive nature of cancer cells and the complex metabolic microenvironment, potentially compromising its therapeutic efficacy. In contrast, glutamine supplementation supports immune function, improves gut integrity, alleviates treatment-related toxicities, and improves patient well-being. Moreover, recent studies highlighted its contributions to epigenetic regulation within cancer cells and its potential to bolster anti-cancer immune functions. However, glutamine implementation necessitates careful consideration of potential interactions with ongoing treatment regimens and the delicate equilibrium between supporting normal cellular function and promoting tumorigenesis. By critically assessing the implications of both glutamine antagonism strategies and glutamine supplementation, this review aims to offer comprehensive insights into potential therapeutic strategies targeting glutamine metabolism for effective cancer management.
Collapse
Affiliation(s)
- Hayato Muranaka
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Rasaq Akinsola
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Sandrine Billet
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Stephen J. Pandol
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Andrew E. Hendifar
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Neil A. Bhowmick
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Research, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
| | - Jun Gong
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (H.M.); (R.A.); (S.B.); (S.J.P.); (A.E.H.); (N.A.B.)
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| |
Collapse
|
32
|
Caputo C, Falco M, Grimaldi A, Lombardi A, Miceli CC, Cocule M, Montella M, Pompella L, Tirino G, Campione S, Tammaro C, Cossu A, Fenu Pintori G, Maioli M, Coradduzza D, Savarese G, Fico A, Ottaiano A, Conzo G, Tathode MS, Ciardiello F, Caraglia M, De Vita F, Misso G. Identification of Tissue miRNA Signatures for Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2024; 16:824. [PMID: 38398215 PMCID: PMC10887387 DOI: 10.3390/cancers16040824] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/12/2024] [Accepted: 02/14/2024] [Indexed: 02/25/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC), a neoplasm of the gastrointestinal tract, is the most common pancreatic malignancy (90%) and the fourth highest cause of cancer mortality worldwide. Surgery intervention is currently the only strategy able to offer an advantage in terms of overall survival, but prognosis remains poor even for operated patients. Therefore, the development of robust biomarkers for early diagnosis and prognostic stratification in clinical practice is urgently needed. In this work, we investigated deregulated microRNAs (miRNAs) in tissues from PDAC patients with high (G3) or low (G2) histological grade and with (N+) or without (N-) lymph node metastases. miRNA expression profiling was performed by a comprehensive PCR array and subsequent validation by RT-qPCR. The results showed a significant increase in miR-1-3p, miR-31-5p, and miR-205-5p expression in G3 compared to G2 patients (** p < 0.01; *** p < 0.001; *** p < 0.001). miR-518d-3p upregulation and miR-215-5p downregulation were observed in N+ compared to N- patients. A statistical analysis performed using OncomiR program showed the significant involvement (p < 0.05) of two miRNAs (miR-31 and miR-205) in the histological grade of PDAC patients. Also, an expression analysis in PDAC patients showed that miR-31 and miR-205 had the highest expression at grade 3 compared with normal and other tumor grades. Overall, survival plots confirmed that the overexpression of miR-31 and miR-205 was significantly correlated with decreased survival in TCGA PDAC clinical samples. A KEGG pathway analysis showed that all three miRNAs are involved in the regulation of multiple pathways, including the Hippo signaling, adherens junction and microRNAs in cancer, along with several target genes. Based on in silico analysis and experimental validation, our study suggests the potential role of miR-1-3p, miR-31-5p, and miR-205-5p as useful clinical biomarkers and putative therapeutic targets in PDAC, which should be further investigated to determine the specific molecular processes affected by their aberrant expression.
Collapse
Affiliation(s)
- Carlo Caputo
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
| | - Michela Falco
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
- Laboratory of Precision and Molecular Oncology, Institute of Genetic Research, Biogem Scarl, Contrada Camporeale, 83031 Ariano Irpino, Italy
| | - Anna Grimaldi
- U.P. Cytometric and Mutational Diagnostics, AOU Policlinico, University of Campania “Luigi Vanvitelli”, Via Luciano Armanni 5, 83031 Naples, Italy;
| | - Angela Lombardi
- U.P. Cytometric and Mutational Diagnostics, AOU Policlinico, University of Campania “Luigi Vanvitelli”, Via Luciano Armanni 5, 83031 Naples, Italy;
| | - Chiara Carmen Miceli
- Department of Precision Medicine, Division of Medical Oncology, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.M.); (M.C.); (L.P.); (G.T.); (F.D.V.)
| | - Mariateresa Cocule
- Department of Precision Medicine, Division of Medical Oncology, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.M.); (M.C.); (L.P.); (G.T.); (F.D.V.)
| | - Marco Montella
- Department of Mental and Physical Health and Preventive Medicine, UOC Pathological Anatomy, University of Campania “Luigi Vanvitelli”, Via Luciano Armanni 5, 83031 Naples, Italy;
| | - Luca Pompella
- Department of Precision Medicine, Division of Medical Oncology, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.M.); (M.C.); (L.P.); (G.T.); (F.D.V.)
| | - Giuseppe Tirino
- Department of Precision Medicine, Division of Medical Oncology, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.M.); (M.C.); (L.P.); (G.T.); (F.D.V.)
| | - Severo Campione
- Division of Anatomic Pathology, A.O.R.N. Antonio Cardarelli, 80131 Naples, Italy;
| | - Chiara Tammaro
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
| | - Antonio Cossu
- Department of Medical, Surgical, and Experimental Sciences, University of Sassari, 07100 Sassari, Italy;
| | - Grazia Fenu Pintori
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy; (G.F.P.); (M.M.); (D.C.)
| | - Margherita Maioli
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy; (G.F.P.); (M.M.); (D.C.)
- Center for Developmental Biology and Reprogramming (CEDEBIOR), Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy
| | - Donatella Coradduzza
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy; (G.F.P.); (M.M.); (D.C.)
| | - Giovanni Savarese
- AMES Center, Centro Polidiagnostico Strumentale SRL, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (G.S.); (A.F.)
| | - Antonio Fico
- AMES Center, Centro Polidiagnostico Strumentale SRL, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (G.S.); (A.F.)
| | - Alessandro Ottaiano
- Department of Abdominal Oncology, SSD-Innovative Therapies for Abdominal Metastases, Istituto Nazionale Tumori di Napoli, IRCCS “G. Pascale”, National Cancer Institute, 80131 Naples, Italy;
| | - Giovanni Conzo
- Division of General, Oncological, Mini-Invasive and Obesity Surgery, University of Study of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Madhura S. Tathode
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
| | - Fortunato Ciardiello
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
| | - Michele Caraglia
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
- Laboratory of Precision and Molecular Oncology, Institute of Genetic Research, Biogem Scarl, Contrada Camporeale, 83031 Ariano Irpino, Italy
| | - Ferdinando De Vita
- Department of Precision Medicine, Division of Medical Oncology, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.M.); (M.C.); (L.P.); (G.T.); (F.D.V.)
| | - Gabriella Misso
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy; (C.C.); (M.F.); (C.T.); (M.S.T.); (F.C.); (M.C.)
| |
Collapse
|
33
|
Francescone R, Crawford HC, Vendramini-Costa DB. Rethinking the Roles of Cancer-Associated Fibroblasts in Pancreatic Cancer. Cell Mol Gastroenterol Hepatol 2024; 17:737-743. [PMID: 38316215 PMCID: PMC10966284 DOI: 10.1016/j.jcmgh.2024.01.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 01/26/2024] [Accepted: 01/29/2024] [Indexed: 02/07/2024]
Abstract
Bearing a dismal 5-year survival rate, pancreatic ductal adenocarcinoma (PDAC) is a challenging disease that features a unique fibroinflammatory tumor microenvironment. As major components of the PDAC tumor microenvironment, cancer-associated fibroblasts are still poorly understood and their contribution to the several hallmarks of PDAC, such as resistance to therapies, immunosuppression, and high incidence of metastasis, is likely underestimated. There have been encouraging advances in the understanding of these fascinating cells, but many controversies remain, leaving the field still actively exploring the full scope of their contributions in PDAC progression. Here we pose several important considerations regarding PDAC cancer-associated fibroblast functions. We posit that transcriptomic analyses be interpreted with caution, when aiming to uncover the functional contributions of these cells. Moreover, we propose that normalizing these functions, rather than eliminating them, will provide the opportunity to enhance therapeutic response. Finally, we propose that cancer-associated fibroblasts should not be studied in isolation, but in conjunction with its extracellular matrix, because their respective functions are coordinated and concordant.
Collapse
Affiliation(s)
- Ralph Francescone
- Department of Surgery, Henry Ford Health, Detroit, Michigan; Henry Ford Pancreatic Cancer Center, Henry Ford Health, Detroit, Michigan
| | - Howard C Crawford
- Department of Surgery, Henry Ford Health, Detroit, Michigan; Henry Ford Pancreatic Cancer Center, Henry Ford Health, Detroit, Michigan
| | - Debora Barbosa Vendramini-Costa
- Department of Surgery, Henry Ford Health, Detroit, Michigan; Henry Ford Pancreatic Cancer Center, Henry Ford Health, Detroit, Michigan.
| |
Collapse
|
34
|
Yu H, Gan D, Luo Z, Yang Q, An D, Zhang H, Hu Y, Ma Z, Zeng Q, Xu D, Ren H. α-Ketoglutarate improves cardiac insufficiency through NAD +-SIRT1 signaling-mediated mitophagy and ferroptosis in pressure overload-induced mice. Mol Med 2024; 30:15. [PMID: 38254035 PMCID: PMC10804789 DOI: 10.1186/s10020-024-00783-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND In heart failure (HF), mitochondrial dysfunction and metabolic remodeling lead to a reduction in energy productivity and aggravate cardiomyocyte injury. Supplementation with α-ketoglutarate (AKG) alleviated myocardial hypertrophy and fibrosis in mice with HF and improved cardiac insufficiency. However, the myocardial protective mechanism of AKG remains unclear. We verified the hypothesis that AKG improves mitochondrial function by upregulating NAD+ levels and activating silent information regulator 2 homolog 1 (SIRT1) in cardiomyocytes. METHODS In vivo, 2% AKG was added to the drinking water of mice undergoing transverse aortic constriction (TAC) surgery. Echocardiography and biopsy were performed to evaluate cardiac function and pathological changes. Myocardial metabolomics was analyzed by liquid chromatography‒mass spectrometry (LC‒MS/MS) at 8 weeks after surgery. In vitro, the expression of SIRT1 or PINK1 proteins was inhibited by selective inhibitors and siRNA in cardiomyocytes stimulated with angiotensin II (AngII) and AKG. NAD+ levels were detected using an NAD test kit. Mitophagy and ferroptosis levels were evaluated by Western blotting, qPCR, JC-1 staining and lipid peroxidation analysis. RESULTS AKG supplementation after TAC surgery could alleviate myocardial hypertrophy and fibrosis and improve cardiac function in mice. Metabolites of the malate-aspartate shuttle (MAS) were increased, but the TCA cycle and fatty acid metabolism pathway could be inhibited in the myocardium of TAC mice after AKG supplementation. Decreased NAD+ levels and SIRT1 protein expression were observed in heart of mice and AngII-treated cardiomyocytes. After AKG treatment, these changes were reversed, and increased mitophagy, inhibited ferroptosis, and alleviated damage in cardiomyocytes were observed. When the expression of SIRT1 was inhibited by a selective inhibitor and siRNA, the protective effect of AKG was suppressed. CONCLUSION Supplementation with AKG can improve myocardial hypertrophy, fibrosis and chronic cardiac insufficiency caused by pressure overload. By increasing the level of NAD+, the SIRT-PINK1 and SIRT1-GPX4 signaling pathways are activated to promote mitophagy and inhibit ferroptosis in cardiomyocytes, which ultimately alleviates cardiomyocyte damage.
Collapse
Affiliation(s)
- Hao Yu
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Daojing Gan
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Zhen Luo
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Qilin Yang
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Dongqi An
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Department of Cardiovascular Surgery, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Hao Zhang
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Yingchun Hu
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Zhuang Ma
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Qingchun Zeng
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China
| | - Dingli Xu
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China.
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China.
| | - Hao Ren
- Key Laboratory for Organ Failure Research, Ministry of Education of the People's Republic of China, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China.
- Department of Rheumatology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, Guangdong, 510515, China.
| |
Collapse
|
35
|
Rangel Rivera GO, Dwyer CJ, Knochelmann HM, Smith AS, Aksoy BA, Cole AC, Wyatt MM, Kumaresan S, Thaxton JE, Lesinski GB, Paulos CM. Progressively Enhancing Stemness of Adoptively Transferred T Cells with PI3Kδ Blockade Improves Metabolism and Antitumor Immunity. Cancer Res 2024; 84:69-83. [PMID: 37801615 DOI: 10.1158/0008-5472.can-23-0801] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 07/07/2023] [Accepted: 10/04/2023] [Indexed: 10/08/2023]
Abstract
Generating stem-like memory T cells (TSCM) is a potential strategy to improve adoptive immunotherapy. Elucidating optimal ways to modulate signaling pathways that enrich TSCM properties could identify approaches to achieve this goal. We discovered herein that blocking the PI3Kδ pathway pharmaceutically to varying degrees can generate T cells with increasingly heightened stemness properties, based on the progressive enrichment of the transcription factors Tcf1 and Lef1. T cells with enhanced stemness features exhibited metabolic plasticity, marked by improved mitochondrial function and glucose uptake after tumor recognition. Conversely, T cells with low or medium stemness were less metabolically dynamic, vulnerable to antigen-induced cell death, and expressed more inhibitory checkpoint receptors. Only T-cell receptor-specific or chimeric antigen receptor (CAR)-specific T cells with high stemness persisted in vivo and mounted protective immunity to tumors. Likewise, the strongest level of PI3Kδ blockade in vitro generated human tumor-infiltrating lymphocytes and CAR T cells with elevated stemness properties, in turn bolstering their capacity to regress human solid tumors. The stemness level of T cells in vitro was important, ultimately impacting their efficacy in mice bearing three distinct solid tumors. Lef1 and Tcf1 sustained antitumor protection by donor high CD8+ TSCM or CD4+ Th17SCM, as deletion of either one compromised the therapeutic efficacy. Collectively, these findings highlight the importance of strategic modulation of PI3Kδ signaling in T cells to induce stemness and lasting protective responses to solid tumors. SIGNIFICANCE Elevating T-cell stemness by progressively blocking PI3Kδ signaling during ex vivo manufacturing of adoptive cell therapies alters metabolic and functional properties to enhance antitumor immunity dependent on Tcf1 and Lef1.
Collapse
Affiliation(s)
- Guillermo O Rangel Rivera
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, South Carolina
| | - Connor J Dwyer
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, South Carolina
| | - Hannah M Knochelmann
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, South Carolina
| | - Aubrey S Smith
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, South Carolina
| | - Bülent Arman Aksoy
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, South Carolina
| | - Anna C Cole
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Megan M Wyatt
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Soundharya Kumaresan
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Jessica E Thaxton
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Immunotherapy Program, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Gregory B Lesinski
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, Georgia
| | - Chrystal M Paulos
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
- Department of Microbiology and Immunology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| |
Collapse
|
36
|
Kalaany NY. Glutamine analogs for pancreatic cancer therapy. NATURE CANCER 2024; 5:2-4. [PMID: 38291252 DOI: 10.1038/s43018-023-00678-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Affiliation(s)
- Nada Y Kalaany
- Division of Endocrinology, Boston Children's Hospital, Boston, MA, USA.
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| |
Collapse
|
37
|
Encarnación-Rosado J, Sohn ASW, Biancur DE, Lin EY, Osorio-Vasquez V, Rodrick T, González-Baerga D, Zhao E, Yokoyama Y, Simeone DM, Jones DR, Parker SJ, Wild R, Kimmelman AC. Targeting pancreatic cancer metabolic dependencies through glutamine antagonism. NATURE CANCER 2024; 5:85-99. [PMID: 37814010 PMCID: PMC10824664 DOI: 10.1038/s43018-023-00647-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 09/06/2023] [Indexed: 10/11/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) cells use glutamine (Gln) to support proliferation and redox balance. Early attempts to inhibit Gln metabolism using glutaminase inhibitors resulted in rapid metabolic reprogramming and therapeutic resistance. Here, we demonstrated that treating PDAC cells with a Gln antagonist, 6-diazo-5-oxo-L-norleucine (DON), led to a metabolic crisis in vitro. In addition, we observed a profound decrease in tumor growth in several in vivo models using sirpiglenastat (DRP-104), a pro-drug version of DON that was designed to circumvent DON-associated toxicity. We found that extracellular signal-regulated kinase (ERK) signaling is increased as a compensatory mechanism. Combinatorial treatment with DRP-104 and trametinib led to a significant increase in survival in a syngeneic model of PDAC. These proof-of-concept studies suggested that broadly targeting Gln metabolism could provide a therapeutic avenue for PDAC. The combination with an ERK signaling pathway inhibitor could further improve the therapeutic outcome.
Collapse
Affiliation(s)
- Joel Encarnación-Rosado
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Albert S W Sohn
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Douglas E Biancur
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Elaine Y Lin
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Victoria Osorio-Vasquez
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Tori Rodrick
- Division of Advanced Research Technologies, New York University School of Medicine, New York, NY, USA
| | - Diana González-Baerga
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Ende Zhao
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
| | | | - Diane M Simeone
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA
| | - Drew R Jones
- Division of Advanced Research Technologies, New York University School of Medicine, New York, NY, USA
| | - Seth J Parker
- Department of Biochemistry & Molecular Biology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Robert Wild
- Dracen Pharmaceuticals, Inc., San Diego, CA, USA
| | - Alec C Kimmelman
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA.
| |
Collapse
|
38
|
Recouvreux MV, Grenier SF, Zhang Y, Esparza E, Lambies G, Galapate CM, Maganti S, Duong-Polk K, Bhullar D, Naeem R, Scott DA, Lowy AM, Tiriac H, Commisso C. Glutamine mimicry suppresses tumor progression through asparagine metabolism in pancreatic ductal adenocarcinoma. NATURE CANCER 2024; 5:100-113. [PMID: 37814011 PMCID: PMC10956382 DOI: 10.1038/s43018-023-00649-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 09/06/2023] [Indexed: 10/11/2023]
Abstract
In pancreatic ductal adenocarcinoma (PDAC), glutamine is a critical nutrient that drives a wide array of metabolic and biosynthetic processes that support tumor growth. Here, we elucidate how 6-diazo-5-oxo-L-norleucine (DON), a glutamine antagonist that broadly inhibits glutamine metabolism, blocks PDAC tumor growth and metastasis. We find that DON significantly reduces asparagine production by inhibiting asparagine synthetase (ASNS), and that the effects of DON are rescued by asparagine. As a metabolic adaptation, PDAC cells upregulate ASNS expression in response to DON, and we show that ASNS levels are inversely correlated with DON efficacy. We also show that L-asparaginase (ASNase) synergizes with DON to affect the viability of PDAC cells, and that DON and ASNase combination therapy has a significant impact on metastasis. These results shed light on the mechanisms that drive the effects of glutamine mimicry and point to the utility of cotargeting adaptive responses to control PDAC progression.
Collapse
Affiliation(s)
- Maria Victoria Recouvreux
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Shea F Grenier
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Yijuan Zhang
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Edgar Esparza
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Division of Surgical Sciences, Department of Surgery, University of California San Diego, La Jolla, CA, USA
| | - Guillem Lambies
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Cheska Marie Galapate
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Swetha Maganti
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Karen Duong-Polk
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Deepika Bhullar
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Razia Naeem
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - David A Scott
- Cancer Metabolism Core Resource, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Andrew M Lowy
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Division of Surgical Oncology, Department of Surgery, University of California San Diego, La Jolla, CA, USA
| | - Hervé Tiriac
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Division of Surgical Sciences, Department of Surgery, University of California San Diego, La Jolla, CA, USA
| | - Cosimo Commisso
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA.
| |
Collapse
|
39
|
Yuan J, Fu Y, Liu Y. Identification of hub genes and drug candidates for NF2-related vestibular schwannoma by bioinformatics tools. Medicine (Baltimore) 2023; 102:e36696. [PMID: 38115252 PMCID: PMC10727542 DOI: 10.1097/md.0000000000036696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 10/05/2023] [Accepted: 11/27/2023] [Indexed: 12/21/2023] Open
Abstract
Neurofibromatosis type 2 (NF2)-related vestibular schwannoma (NF2-VS) is a rare genetic disorder that results in bilateral acoustic neuromas. However, the exact pathogenesis of the disease is still unclear. This study aims to use bioinformatics analyses to identify potential hub genes and therapeutic. We retrieved the mRNA expression profiles (GSE108524 and GSE141801) of NF2-VS from the database, and selected the leading 25% genes with the most variance across samples for weighted correlation network analysis. Subsequently, we conducted gene ontology term and Kyoto Encyclopedia of Genes and Genomes signaling network enrichment analyses. The STRING database was employed for protein-protein interaction (PPI) axis construction. The mRNA-miRNA modulatory network was generated via the miRTarBase database. Differentially expressed genes (DEGs) were identified via the R package "limma" in both datasets, and hub genes were screened via intersection of common DEGs, candidate hub genes from the PPI axis, and candidate hub genes from the key module. Finally, common DEGs were uploaded onto the connectivity map database to determine drug candidates. Based on our observations, the blue module exhibited the most significant relation to NF2-VS, and it included the NF2 gene. Using enrichment analysis, we demonstrated that the blue modules were intricately linked to modulations of cell proliferation, migration, adhesion, junction, and actin skeleton. Overall, 356 common DEGs were screened in both datasets, and 33 genes carrying a degree > 15 were chosen as candidate hub genes in the PPI axis. Subsequently, 4 genes, namely, GLUL, CAV1, MYH11, and CCND1 were recognized as real hub genes. In addition, 10 drugs with enrichment scores < -0.7 were identified as drug candidates. Our conclusions offered a novel insight into the potential underlying mechanisms behind NF2-VS. These findings may facilitate the identification of novel therapeutic targets in the future.
Collapse
Affiliation(s)
- Jiasheng Yuan
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Yanpeng Fu
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Yuehui Liu
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| |
Collapse
|
40
|
Bartman CR, Faubert B, Rabinowitz JD, DeBerardinis RJ. Metabolic pathway analysis using stable isotopes in patients with cancer. Nat Rev Cancer 2023; 23:863-878. [PMID: 37907620 PMCID: PMC11161207 DOI: 10.1038/s41568-023-00632-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/25/2023] [Indexed: 11/02/2023]
Abstract
Metabolic reprogramming is central to malignant transformation and cancer cell growth. How tumours use nutrients and the relative rates of reprogrammed pathways are areas of intense investigation. Tumour metabolism is determined by a complex and incompletely defined combination of factors intrinsic and extrinsic to cancer cells. This complexity increases the value of assessing cancer metabolism in disease-relevant microenvironments, including in patients with cancer. Stable-isotope tracing is an informative, versatile method for probing tumour metabolism in vivo. It has been used extensively in preclinical models of cancer and, with increasing frequency, in patients with cancer. In this Review, we describe approaches for using in vivo isotope tracing to define fuel preferences and pathway engagement in tumours, along with some of the principles that have emerged from this work. Stable-isotope infusions reported so far have revealed that in humans, tumours use a diverse set of nutrients to supply central metabolic pathways, including the tricarboxylic acid cycle and amino acid synthesis. Emerging data suggest that some activities detected by stable-isotope tracing correlate with poor clinical outcomes and may drive cancer progression. We also discuss current challenges in isotope tracing, including comparisons of in vivo and in vitro models, and opportunities for future discovery in tumour metabolism.
Collapse
Affiliation(s)
- Caroline R Bartman
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA
| | - Brandon Faubert
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL, USA
| | - Joshua D Rabinowitz
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA.
| | - Ralph J DeBerardinis
- Howard Hughes Medical Institute and Children's Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| |
Collapse
|
41
|
Gong R, Hu Y, Yu Q, Fang L, Ren H. Metabolic signatures in pancreatic ductal adenocarcinoma: diagnostic and therapeutic implications. JOURNAL OF PANCREATOLOGY 2023; 6:185-195. [DOI: 10.1097/jp9.0000000000000146] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the prototypical aggressive cancer that develops in nutrient-deficient and hypoxic microenvironment. PDAC overcomes these restrictions by employing unconventional tactics for the procurement and usage of fuel sources. The substantial reprogramming of PDAC cell metabolism is driven by oncogene-mediated cell-autonomous pathways. PDAC cells use glucose, glutamine, and lipids for energy and depend on autophagy and macropinocytosis for survival and growth. They also interact metabolically with non-cancerous cells, aiding tumor progression. Many clinical trials focusing on altered metabolism are ongoing. Understanding the metabolic regulation of PDAC cells will not only help to increase understanding of the mechanisms of disease progression but also provide insights for the development of new diagnostic and therapeutic approaches.
Collapse
Affiliation(s)
- Ruining Gong
- Shandong Provincial Key Laboratory of Clinical Research for Pancreatic Diseases, Center for GI Cancer Diagnosis and Treatment, Tumor Immunology and Cytotherapy, Medical Research Center, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Yonglu Hu
- Department of Endocrinology, The Affiliated Hospital of Qingdao University, Qingdao, 266003, China
| | - Qian Yu
- Shandong Provincial Key Laboratory of Clinical Research for Pancreatic Diseases, Center for GI Cancer Diagnosis and Treatment, Tumor Immunology and Cytotherapy, Medical Research Center, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Lin Fang
- Phase I Clinical Research Center, The Affiliated Hospital of Qingdao University, Qingdao, 266003, China
| | - He Ren
- Shandong Provincial Key Laboratory of Clinical Research for Pancreatic Diseases, Center for GI Cancer Diagnosis and Treatment, Tumor Immunology and Cytotherapy, Medical Research Center, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| |
Collapse
|
42
|
Jiang J, Hu Y, Fang D, Luo J. Glutamine synthetase and hepatocellular carcinoma. Clin Res Hepatol Gastroenterol 2023; 47:102248. [PMID: 37979911 DOI: 10.1016/j.clinre.2023.102248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 11/02/2023] [Accepted: 11/15/2023] [Indexed: 11/20/2023]
Abstract
Glutamine synthetase (GS) is an enzyme that converts ammonia and glutamate to glutamine using adenosine triphosphate. GS is expressed in the brain, kidney, and liver tissues under normal physiological conditions. GS is involved in abnormal lipid metabolism of the liver by catalyzing de novo synthesis of glutamine, thereby inducing liver inflammation. Metabolic dysfunction-associated steatotic liver diseases (MASLD), such as Metabolic Associated Fatty Liver Disease and Metabolic Associated Steato Hepatitis, are considered risk factors for HCC. GS may also be involved in the development and progression of hepatocellular carcinoma (HCC) through other signaling pathways, including the rapamycin (mTOR) and Wnt/β-catenin signaling pathways. Furthermore, the correct combination of HSP70, GPC3, and GS can improve the accuracy and precision of HCC diagnosis. However, the prognostic value of GS in different HCC populations remains controversial. The expression of GS affects the sensitivity of HCC cells to radiotherapy and chemotherapy. In addition, immunotherapy has been approved for the treatment of advanced HCC. This article delves into the development and application of GS in HCC, laying a theoretical foundation for the subsequent exploration of GS as a potential target for treating HCC.
Collapse
Affiliation(s)
- Jinghua Jiang
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang 321000, China
| | - Yiting Hu
- Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Zhejiang Shuren University, Shulan International Medical College, Hangzhou, Zhejiang, China
| | - Dazhang Fang
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang 321000, China
| | - JianSheng Luo
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang 321000, China.
| |
Collapse
|
43
|
Linder SJ, Bernasocchi T, Martínez-Pastor B, Sullivan KD, Galbraith MD, Lewis CA, Ferrer CM, Boon R, Silveira GG, Cho HM, Vidoudez C, Shroff S, Oliveira-Costa JP, Ross KN, Massri R, Matoba Y, Kim E, Rueda BR, Stott SL, Gottlieb E, Espinosa JM, Mostoslavsky R. Inhibition of the proline metabolism rate-limiting enzyme P5CS allows proliferation of glutamine-restricted cancer cells. Nat Metab 2023; 5:2131-2147. [PMID: 37957387 PMCID: PMC11639397 DOI: 10.1038/s42255-023-00919-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/02/2023] [Indexed: 11/15/2023]
Abstract
Glutamine is a critical metabolite for rapidly proliferating cells as it is used for the synthesis of key metabolites necessary for cell growth and proliferation. Glutamine metabolism has been proposed as a therapeutic target in cancer and several chemical inhibitors are in development or in clinical trials. How cells subsist when glutamine is limiting is poorly understood. Here, using an unbiased screen, we identify ALDH18A1, which encodes P5CS, the rate-limiting enzyme in the proline biosynthetic pathway, as a gene that cells can downregulate in response to glutamine starvation. Notably, P5CS downregulation promotes de novo glutamine synthesis, highlighting a previously unrecognized metabolic plasticity of cancer cells. The glutamate conserved from reducing proline synthesis allows cells to produce the key metabolites necessary for cell survival and proliferation under glutamine-restricted conditions. Our findings reveal an adaptive pathway that cancer cells acquire under nutrient stress, identifying proline biosynthesis as a previously unrecognized major consumer of glutamate, a pathway that could be exploited for developing effective metabolism-driven anticancer therapies.
Collapse
Affiliation(s)
- Samantha J Linder
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Tiziano Bernasocchi
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA.
- Department of Pharmacology, University of Colorado School of Medicine, Anschutz Medical Campus, Denver, CO, USA.
| | - Bárbara Martínez-Pastor
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Kelly D Sullivan
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Section of Developmental Biology, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Matthew D Galbraith
- Department of Pharmacology, University of Colorado School of Medicine, Anschutz Medical Campus, Denver, CO, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Caroline A Lewis
- The Whitehead Institute for Biomedical Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Christina M Ferrer
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Ruben Boon
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Galapagos de Wittelaan, Mechelen, Belgium
| | - Giorgia G Silveira
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Hyo Min Cho
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Stuti Shroff
- Department of Pathology, The Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Joao P Oliveira-Costa
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Takeda Pharmaceuticals, Cambridge, MA, USA
| | - Kenneth N Ross
- Dana Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Rami Massri
- The Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Yusuke Matoba
- Vincent Center for Reproductive Biology, Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA, USA
- Department of Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, MA, USA
| | - Eugene Kim
- Vincent Center for Reproductive Biology, Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA, USA
- Department of Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, MA, USA
| | - Bo R Rueda
- Vincent Center for Reproductive Biology, Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA, USA
- Department of Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, MA, USA
| | - Shannon L Stott
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Center for Engineering in Medicine and Surgery, The Massachusetts General Hospital, Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Eyal Gottlieb
- The Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- MD Anderson Cancer Center, Houston, TX, USA
| | - Joaquin M Espinosa
- Department of Pharmacology, University of Colorado School of Medicine, Anschutz Medical Campus, Denver, CO, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Raul Mostoslavsky
- The Krantz Family Center for Cancer Research, The Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA.
- Department of Pharmacology, University of Colorado School of Medicine, Anschutz Medical Campus, Denver, CO, USA.
| |
Collapse
|
44
|
Muranaka H, Billet S, Cruz-Hernández C, Ten Hoeve J, Gonzales G, Elmadbouh O, Zhang L, Smith B, Tighiouart M, You S, Edderkaoui M, Hendifar A, Pandol S, Gong J, Bhowmick N. Supraphysiological glutamine as a means of depleting intracellular amino acids to enhance pancreatic cancer chemosensitivity. RESEARCH SQUARE 2023:rs.3.rs-3647514. [PMID: 38076821 PMCID: PMC10705710 DOI: 10.21203/rs.3.rs-3647514/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Limited efficacy of systemic therapy for pancreatic ductal adenocarcinoma (PDAC) patients contributes to high mortality. Cancer cells develop strategies to secure nutrients in nutrient-deprived conditions and chemotherapy treatment. Despite the dependency of PDAC on glutamine (Gln) for growth and survival, strategies designed to suppress Gln metabolism have limited effects. Here, we demonstrated that supraphysiological concentrations of glutamine (SPG) could produce paradoxical responses leading to tumor growth inhibition alone and in combination with chemotherapy. Integrated metabolic and transcriptomic analysis revealed that the growth inhibitory effect of SPG was the result of a decrease in intracellular amino acid and nucleotide pools. Mechanistically, disruption of the sodium gradient, plasma membrane depolarization, and competitive inhibition of amino acid transport mediated amino acid deprivation. Among standard chemotherapies given to PDAC patients, gemcitabine treatment resulted in a significant enrichment of amino acid and nucleoside pools, exposing a metabolic vulnerability to SPG-induced metabolic alterations. Further analysis highlighted a superior anticancer effect of D-glutamine, a non-metabolizable enantiomer of the L-glutamine, by suppressing both amino acid uptake and glutaminolysis, in gemcitabine-treated preclinical models with no apparent toxicity. Our study suggests supraphysiological glutamine could be a means of inhibiting amino acid uptake and nucleotide biosynthesis, potentiating gemcitabine sensitivity in PDAC.
Collapse
|
45
|
Ren LL, Mao T, Meng P, Zhang L, Wei HY, Tian ZB. Glutamine addiction and therapeutic strategies in pancreatic cancer. World J Gastrointest Oncol 2023; 15:1852-1863. [PMID: 38077649 PMCID: PMC10701242 DOI: 10.4251/wjgo.v15.i11.1852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 09/06/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
Abstract
Pancreatic cancer remains one of the most lethal diseases worldwide owing to its late diagnosis, early metastasis, and poor prognosis. Because current therapeutic options are limited, there is an urgent need to investigate novel targeted treatment strategies. Pancreatic cancer faces significant metabolic challenges, principally hypoxia and nutrient deprivation, due to specific microenvironmental constraints, including an extensive desmoplastic stromal reaction. Pancreatic cancer cells have been shown to rewire their metabolism and energy production networks to support rapid survival and proliferation. Increased glucose uptake and glycolytic pathway activity during this process have been extensively described. However, growing evidence suggests that pancreatic cancer cells are glutamine addicted. As a nitrogen source, glutamine directly (or indirectly via glutamate conversion) contributes to many anabolic processes in pancreatic cancer, including amino acids, nucleobases, and hexosamine biosynthesis. It also plays an important role in redox homeostasis, and when converted to α-ketoglutarate, glutamine serves as an energy and anaplerotic carbon source, replenishing the tricarboxylic acid cycle intermediates. The present study aims to provide a comprehensive overview of glutamine metabolic reprogramming in pancreatic cancer, focusing on potential therapeutic approaches targeting glutamine metabolism in pancreatic cancer.
Collapse
Affiliation(s)
- Lin-Lin Ren
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao 266000, Shandong Province, China
| | - Tao Mao
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao 266000, Shandong Province, China
| | - Pin Meng
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao 266000, Shandong Province, China
| | - Li Zhang
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao 266000, China
| | - Hong-Yun Wei
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao 266000, Shandong Province, China
| | - Zi-Bin Tian
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao 266000, Shandong Province, China
| |
Collapse
|
46
|
Le Minh G, Esquea EM, Young RG, Huang J, Reginato MJ. On a sugar high: Role of O-GlcNAcylation in cancer. J Biol Chem 2023; 299:105344. [PMID: 37838167 PMCID: PMC10641670 DOI: 10.1016/j.jbc.2023.105344] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/02/2023] [Accepted: 10/04/2023] [Indexed: 10/16/2023] Open
Abstract
Recent advances in the understanding of the molecular mechanisms underlying cancer progression have led to the development of novel therapeutic targeting strategies. Aberrant glycosylation patterns and their implication in cancer have gained increasing attention as potential targets due to the critical role of glycosylation in regulating tumor-specific pathways that contribute to cancer cell survival, proliferation, and progression. A special type of glycosylation that has been gaining momentum in cancer research is the modification of nuclear, cytoplasmic, and mitochondrial proteins, termed O-GlcNAcylation. This protein modification is catalyzed by an enzyme called O-GlcNAc transferase (OGT), which uses the final product of the Hexosamine Biosynthetic Pathway (HBP) to connect altered nutrient availability to changes in cellular signaling that contribute to multiple aspects of tumor progression. Both O-GlcNAc and its enzyme OGT are highly elevated in cancer and fulfill the crucial role in regulating many hallmarks of cancer. In this review, we present and discuss the latest findings elucidating the involvement of OGT and O-GlcNAc in cancer.
Collapse
Affiliation(s)
- Giang Le Minh
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Emily M Esquea
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Riley G Young
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Jessie Huang
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Mauricio J Reginato
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA; Translational Cellular Oncology Program, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.
| |
Collapse
|
47
|
Anastasi F, Botto A, Immordino B, Giovannetti E, McDonnell LA. Proteomics analysis of circulating small extracellular vesicles: Focus on the contribution of EVs to tumor metabolism. Cytokine Growth Factor Rev 2023; 73:3-19. [PMID: 37652834 DOI: 10.1016/j.cytogfr.2023.08.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 08/16/2023] [Indexed: 09/02/2023]
Abstract
The term small extracellular vesicle (sEV) is a comprehensive term that includes any type of cell-derived, membrane-delimited particle that has a diameter < 200 nm, and which includes exosomes and smaller microvesicles. sEVs transfer bioactive molecules between cells and are crucial for cellular homeostasis and particularly during tumor development, where sEVs provide important contributions to the formation of the premetastic niche and to their altered metabolism. sEVs are thus legitimate targets for intervention and have also gained increasing interest as an easily accessible source of biomarkers because they can be rapidly isolated from serum/plasma and their molecular cargo provides information on their cell-of origin. To target sEVs that are specific for a given cell/disease it is essential to identify EV surface proteins that are characteristic of that cell/disease. Mass-spectrometry based proteomics is widely used for the identification and quantification of sEV proteins. The methods used for isolating the sEVs, preparing the sEV sample for proteomics analysis, and mass spectrometry analysis, can have a strong influence on the results and requires careful consideration. This review provides an overview of the approaches used for sEV proteomics and discusses the inherent compromises regarding EV purity versus depth of coverage. Additionally, it discusses the practical applications of the methods to unravel the involvement of sEVs in regulating the metabolism of pancreatic ductal adenocarcinoma (PDAC). The metabolic reprogramming in PDAC includes enhanced glycolysis, elevated glutamine metabolism, alterations in lipid metabolism, mitochondrial dysfunction and hypoxia, all of which are crucial in promoting tumor cell growth. A thorough understanding of these metabolic adaptations is imperative for the development of targeted therapies to exploit PDAC's vulnerabilities.
Collapse
Affiliation(s)
- Federica Anastasi
- Fondazione Pisana per la Scienza ONLUS, San Giuliano Terme, PI, Italy; National Enterprise for NanoScience and NanoTechnology, Scuola Normale Superiore, Pisa, Italy; BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain
| | - Asia Botto
- Fondazione Pisana per la Scienza ONLUS, San Giuliano Terme, PI, Italy; Department of Chemistry and Industrial Chemistry, University of Pisa, Pisa, Italy
| | - Benoit Immordino
- Fondazione Pisana per la Scienza ONLUS, San Giuliano Terme, PI, Italy; Scuola Superiore Sant'Anna, Pisa, Italy
| | - Elisa Giovannetti
- Fondazione Pisana per la Scienza ONLUS, San Giuliano Terme, PI, Italy; Department of Medical Oncology, Amsterdam UMC, Cancer Center Amsterdam, Vrije Universiteit, Amsterdam, the Netherlands
| | - Liam A McDonnell
- Fondazione Pisana per la Scienza ONLUS, San Giuliano Terme, PI, Italy.
| |
Collapse
|
48
|
Ensink E, Jordan T, Medeiros HCD, Thurston G, Pardal A, Yu L, Lunt SY. Pyruvate Kinase Activity Regulates Cystine Starvation Induced Ferroptosis through Malic Enzyme 1 in Pancreatic Cancer Cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.15.557984. [PMID: 37745559 PMCID: PMC10516027 DOI: 10.1101/2023.09.15.557984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer with high mortality and limited efficacious therapeutic options. PDAC cells undergo metabolic alterations to survive within a nutrient-depleted tumor microenvironment. One critical metabolic shift in PDAC cells occurs through altered isoform expression of the glycolytic enzyme, pyruvate kinase (PK). Pancreatic cancer cells preferentially upregulate pyruvate kinase muscle isoform 2 isoform (PKM2). PKM2 expression reprograms many metabolic pathways, but little is known about its impact on cystine metabolism. Cystine metabolism is critical for supporting survival through its role in defense against ferroptosis, a non-apoptotic iron-dependent form of cell death characterized by unchecked lipid peroxidation. To improve our understanding of the role of PKM2 in cystine metabolism and ferroptosis in PDAC, we generated PKM2 knockout (KO) human PDAC cells. Fascinatingly, PKM2KO cells demonstrate a remarkable resistance to cystine starvation mediated ferroptosis. This resistance to ferroptosis is caused by decreased PK activity, rather than an isoform-specific effect. We further utilized stable isotope tracing to evaluate the impact of glucose and glutamine reprogramming in PKM2KO cells. PKM2KO cells depend on glutamine metabolism to support antioxidant defenses against lipid peroxidation, primarily by increased glutamine flux through the malate aspartate shuttle and utilization of ME1 to produce NADPH. Ferroptosis can be synergistically induced by the combination of PKM2 activation and inhibition of the cystine/glutamate antiporter in vitro. Proof-of-concept in vivo experiments demonstrate the efficacy of this mechanism as a novel treatment strategy for PDAC.
Collapse
Affiliation(s)
- Elliot Ensink
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
- Genetics and Genome Sciences Program, Michigan State University, East Lansing, MI, USA
- College of Osteopathic Medicine, Michigan State University, East Lansing, MI, USA
| | - Tessa Jordan
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, USA
| | - Hyllana C D Medeiros
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Galloway Thurston
- College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Anmol Pardal
- College of Osteopathic Medicine, Michigan State University, East Lansing, MI, USA
| | - Lei Yu
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Sophia Y. Lunt
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA
| |
Collapse
|
49
|
Peng S, Wang Z, Tang P, Wang S, Huang Y, Xie Q, Wang Y, Tan X, Tang T, Yan X, Xu J, Lan W, Wang L, Zhang D, Wang B, Pan T, Qin J, Jiang J, Liu Q. PHF8-GLUL axis in lipid deposition and tumor growth of clear cell renal cell carcinoma. SCIENCE ADVANCES 2023; 9:eadf3566. [PMID: 37531433 PMCID: PMC10396305 DOI: 10.1126/sciadv.adf3566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 06/28/2023] [Indexed: 08/04/2023]
Abstract
For clear cell renal cell carcinoma (ccRCC), lipid deposition plays important roles in the development, metastasis, and drug resistance. However, the molecular mechanisms underlying lipid deposition in ccRCC remain largely unknown. By conducting an unbiased CRISPR-Cas9 screening, we identified the epigenetic regulator plant homeodomain finger protein 8 (PHF8) as an important regulator in ccRCC lipid deposition. Moreover, PHF8 is regulated by von Hippel-Lindau (VHL)/hypoxia-inducible factor (HIF) axis and essential for VHL deficiency-induced lipid deposition. PHF8 transcriptionally up-regulates glutamate-ammonia ligase (GLUL), which promotes the lipid deposition and ccRCC progression. Mechanistically, by forming a complex with c-MYC, PHF8 up-regulates TEA domain transcription factor 1 (TEAD1) in a histone demethylation-dependent manner. Subsequently, TEAD1 up-regulates GLUL transcriptionally. Pharmacological inhibition of GLUL by l-methionine sulfoximine not only repressed ccRCC lipid deposition and tumor growth but also enhanced the anticancer effects of everolimus. Thus, the PHF8-GLUL axis represents a potential therapeutic target for ccRCC treatment.
Collapse
Affiliation(s)
- Song Peng
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Ze Wang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Peng Tang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Shuo Wang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Yiqiang Huang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Qiubo Xie
- Department of Urology, Chinese PLA General Hospital of Central Theater Command, Wuhan, Hubei, P.R. China
| | - Yapeng Wang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Xintao Tan
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Tang Tang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Xuzhi Yan
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Jing Xu
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Weihua Lan
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Luofu Wang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Dianzheng Zhang
- Department of Bio-Medical Sciences, Philadelphia College of Osteopathic Medicine, 4170 City Avenue, Philadelphia, PA 19131, USA
| | - Bin Wang
- Department of Gastroenterology & Chongqing Key Laboratory of Digestive Malignancies, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Tiejun Pan
- Department of Urology, Chinese PLA General Hospital of Central Theater Command, Wuhan, Hubei, P.R. China
| | - Jun Qin
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
- CAS Key Laboratory of Tissue Microenvironment and Tumor, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Nutrition and Health Sciences, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, P.R. China
| | - Jun Jiang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| | - Qiuli Liu
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, P.R. China
| |
Collapse
|
50
|
Peter RM, Sarwar MS, Mostafa SZ, Wang Y, Su X, Kong AN. Histone deacetylase inhibitor belinostat regulates metabolic reprogramming in killing KRAS-mutant human lung cancer cells. Mol Carcinog 2023; 62:1136-1146. [PMID: 37144836 PMCID: PMC10524423 DOI: 10.1002/mc.23551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 03/29/2023] [Accepted: 04/18/2023] [Indexed: 05/06/2023]
Abstract
Kirsten rat sarcoma virus (KRAS) oncogene, found in 20%-25% of lung cancer patients, potentially regulates metabolic reprogramming and redox status during tumorigenesis. Histone deacetylase (HDAC) inhibitors have been investigated for treating KRAS-mutant lung cancer. In the current study, we investigate the effect of HDAC inhibitor (HDACi) belinostat at clinically relevant concentration on nuclear factor erythroid 2-related factor 2 (NRF2) and mitochondrial metabolism for the treatment of KRAS-mutant human lung cancer. LC-MS metabolomic study of belinostat on mitochondrial metabolism was performed in G12C KRAS-mutant H358 non-small cell lung cancer cells. Furthermore, l-methionine (methyl-13 C) isotope tracer was used to explore the effect of belinostat on one-carbon metabolism. Bioinformatic analyses of metabolomic data were performed to identify the pattern of significantly regulated metabolites. To study the effect of belinostat on redox signaling ARE-NRF2 pathway, luciferase reporter activity assay was done in stably transfected HepG2-C8 cells (containing pARE-TI-luciferase construct), followed by qPCR analysis of NRF2 and its target gene in H358 cells, which was further confirmed in G12S KRAS-mutant A549 cells. Metabolomic study reveals significantly altered metabolites related to redox homeostasis, including tricarboxylic acid (TCA) cycle metabolites (citrate, aconitate, fumarate, malate, and α-ketoglutarate); urea cycle metabolites (Arginine, ornithine, argino-succinate, aspartate, and fumarate); and antioxidative glutathione metabolism pathway (GSH/GSSG and NAD/NADH ratio) after belinostat treatment. 13 C stable isotope labeling data indicates potential role of belinostat in creatine biosynthesis via methylation of guanidinoacetate. Moreover, belinostat downregulated the expression of NRF2 and its target gene NAD(P)H:quinone oxidoreductase 1 (NQO1), indicating anticancer effect of belinostat is mediated, potentially via Nrf2-regulated glutathione pathway. Another HDACi panobinostat also showed potential anticancer effect in both H358 and A549 cells via Nrf2 pathway. In summary, belinostat is effective in killing KRAS-mutant human lung cancer cells by regulating mitochondrial metabolism which could be used as biomarkers for preclinical and clinical studies.
Collapse
Affiliation(s)
- Rebecca Mary Peter
- Graduate Program in Pharmaceutical Science, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| | - Md. Shahid Sarwar
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| | - Sarah Z. Mostafa
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| | - Yujue Wang
- Metabolomics Shared Resource, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA
- Department of Medicine, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ 08901, USA
| | - Xiaoyang Su
- Metabolomics Shared Resource, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA
- Department of Medicine, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ 08901, USA
| | - Ah-Ng Kong
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| |
Collapse
|