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Kim YH, Yoon SJ, Kim M, Kim HH, Song YS, Jung JW, Han D, Cho SW, Kwon SW, Park YJ. Integrative Multi-omics Analysis Reveals Different Metabolic Phenotypes Based on Molecular Characteristics in Thyroid Cancer. Clin Cancer Res 2024; 30:883-894. [PMID: 38088902 DOI: 10.1158/1078-0432.ccr-23-2025] [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: 07/06/2023] [Revised: 10/06/2023] [Accepted: 12/11/2023] [Indexed: 02/17/2024]
Abstract
PURPOSE Thyroid cancer metabolic characteristics vary depending on the molecular subtype determined by mutational status. We aimed to investigate the molecular subtype-specific metabolic characteristics of thyroid cancers. EXPERIMENTAL DESIGN An integrative multi-omics analysis was conducted, incorporating transcriptomics, metabolomics, and proteomics data obtained from human tissues representing distinct molecular characteristics of thyroid cancers: BRAF-like (papillary thyroid cancer with BRAFV600E mutation; PTC-B), RAS-like (follicular thyroid cancer with RAS mutation; FTC-R), and ATC-like (anaplastic thyroid cancer with BRAFV600E or RAS mutation; ATC-B or ATC-R). To validate our findings, we employed tissue microarray of human thyroid cancer tissues and performed in vitro analyses of cancer cell phenotypes and metabolomic assays after inducing genetic knockdown. RESULTS Metabolic properties differed between differentiated thyroid cancers of PTC-B and FTC-R, but were similar in dedifferentiated thyroid cancers of ATC-B/R, regardless of their mutational status. Tricarboxylic acid (TCA) intermediates and branched-chain amino acids (BCAA) were enriched with the activation of TCA cycle only in FTC-R, whereas one-carbon metabolism and pyrimidine metabolism increased in both PTC-B and FTC-R and to a great extent in ATC-B/R. However, the protein expression levels of the BCAA transporter (SLC7A5) and a key enzyme in one-carbon metabolism (SHMT2) increased in all thyroid cancers and were particularly high in ATC-B/R. Knockdown of SLC7A5 or SHMT2 inhibited the migration and proliferation of thyroid cancer cell lines differently, depending on the mutational status. CONCLUSIONS These findings define the metabolic properties of each molecular subtype of thyroid cancers and identify metabolic vulnerabilities, providing a rationale for therapies targeting its altered metabolic pathways in advanced thyroid cancer.
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Affiliation(s)
- Yoo Hyung Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, the Republic of South Korea
| | - Sang Jun Yoon
- Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul, the Republic of South Korea
| | - Mina Kim
- Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul, the Republic of South Korea
| | - Hwan Hee Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, the Republic of South Korea
| | - Young Shin Song
- Department of Internal Medicine, Seoul Metropolitan Government Boramae Medical Center, Seoul, the Republic of South Korea
| | - Jin Woo Jung
- Proteomics Core Facility, Biomedical Research Institute, Seoul National University Hospital, Seoul, the Republic of South Korea
| | - Dohyun Han
- Proteomics Core Facility, Biomedical Research Institute, Seoul National University Hospital, Seoul, the Republic of South Korea
- Transdisciplinary Department of Medicine & Advanced Technology, Seoul National University Hospital, Seoul, the Republic of South Korea
| | - Sun Wook Cho
- Department of Internal Medicine, Seoul National University Hospital, Seoul, the Republic of South Korea
| | - Sung Won Kwon
- Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul, the Republic of South Korea
| | - Young Joo Park
- Department of Internal Medicine, Seoul National University Hospital, Seoul, the Republic of South Korea
- Department of Internal Medicine and Genomic Medicine Institute, Medical Research Center, Seoul National University College of Medicine, Seoul, the Republic of South Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, the Republic of South Korea
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2
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Jiang W, Zhang T, Zhang H, Han T, Ji P, Ou Z. Metabolic Patterns of High-Invasive and Low-Invasive Oral Squamous Cell Carcinoma Cells Using Quantitative Metabolomics and 13C-Glucose Tracing. Biomolecules 2023; 13:1806. [PMID: 38136676 PMCID: PMC10742159 DOI: 10.3390/biom13121806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/24/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023] Open
Abstract
Most current metabolomics studies of oral squamous cell carcinoma (OSCC) are mainly focused on identifying potential biomarkers for early screening and diagnosis, while few studies have investigated the metabolic profiles promoting metastasis. In this study, we aimed to explore the altered metabolic pathways associated with metastasis of OSCC. Here, we identified four OSCC cell models (CAL27, HN6, HSC-3, SAS) that possess different invasive heterogeneity via the transwell invasion assay and divided them into high-invasive (HN6, SAS) and low-invasive (CAL27, HSC-3) cells. Quantitative analysis and stable isotope tracing using [U-13C6] glucose were performed to detect the altered metabolites in high-invasive OSCC cells, low-invasive OSCC cells and normal human oral keratinocytes (HOK). The metabolic changes in the high-invasive and low-invasive cells included elevated glycolysis, increased fatty acid metabolism and an impaired TCA cycle compared with HOK. Moreover, pathway analysis demonstrated significant differences in fatty acid biosynthesis; arachidonic acid (AA) metabolism; and glycine, serine and threonine metabolism between the high-invasive and low-invasive cells. Furthermore, the high-invasive cells displayed a significant increase in the percentages of 13C-glycine, 13C-palmitate, 13C-stearic acid, 13C-oleic acid, 13C-AA and estimated FADS1/2 activities compared with the low-invasive cells. Overall, this exploratory study suggested that the metabolic differences related to the metastatic phenotypes of OSCC cells were concentrated in glycine metabolism, de novo fatty acid synthesis and polyunsaturated fatty acid (PUFA) metabolism, providing a comprehensive understanding of the metabolic alterations and a basis for studying related molecular mechanisms in metastatic OSCC cells.
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Affiliation(s)
- Wenrong Jiang
- Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing 401147, China; (W.J.); (T.Z.)
- Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing 401147, China
- Stomatological Hospital of Chongqing Medical University, Chongqing 401147, China
| | - Ting Zhang
- Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing 401147, China; (W.J.); (T.Z.)
- Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing 401147, China
- Stomatological Hospital of Chongqing Medical University, Chongqing 401147, China
| | - Hua Zhang
- Ministry of Education of China International Collaborative Joint Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing 400016, China; (H.Z.); (T.H.)
- State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, Chongqing Medical University, Chongqing 400016, China
- Institute of Life Sciences, Chongqing Medical University, Chongqing 400016, China
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Tingli Han
- Ministry of Education of China International Collaborative Joint Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing 400016, China; (H.Z.); (T.H.)
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China
| | - Ping Ji
- Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing 401147, China; (W.J.); (T.Z.)
- Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing 401147, China
- Stomatological Hospital of Chongqing Medical University, Chongqing 401147, China
| | - Zhanpeng Ou
- Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing 401147, China; (W.J.); (T.Z.)
- Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing 401147, China
- Stomatological Hospital of Chongqing Medical University, Chongqing 401147, China
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3
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Cappello A, Tosetti G, Smirnov A, Ganini C, Yang X, Shi Y, Wang Y, Melino G, Bernassola F, Candi E. p63 orchestrates serine and one carbon metabolism enzymes expression in head and neck cancer. Biol Direct 2023; 18:73. [PMID: 37946250 PMCID: PMC10636826 DOI: 10.1186/s13062-023-00426-1] [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: 09/29/2023] [Accepted: 10/12/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is characterized by high proliferation and limited differentiation. The altered expression of the p53 family members, and specifically of p63, represents a pivotal event in the pathogenesis of HNSCC. Physiologically, p63 affects metabolism through the direct transactivation of the enzyme hexokinase 2, and subsequently controls the proliferation of epithelial cells; nonetheless, its role in cancer metabolism is still largely unclear. The high energetic demand of cancer and the consequent needs of a metabolic reshape, also involve the serine and glycine catabolic and anabolic pathways, including the one carbon metabolism (OCM), to produce energetic compounds (purines) and to maintain cellular homeostasis (glutathione and S-adenosylmethionine). RESULTS The involvement in serine/glycine starvation by other p53 family members has been reported, including HNSCC. Here, we show that in HNSCC p63 controls the expression of the enzymes regulating the serine biosynthesis and one carbon metabolism. p63 binds the promoter region of genes involved in the serine biosynthesis as well as in the one carbon metabolism. p63 silencing in a HNSCC cell line affects the mRNA and protein levels of these selected enzymes. Moreover, the higher expression of TP63 and its target enzymes, negatively impacts on the overall survival of HNSCC patients. CONCLUSION These data indicate a direct role of p63 in the metabolic regulation of HNSCC with significant clinical effects.
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Affiliation(s)
- Angela Cappello
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", 70121, Bari, Italy
| | - Giulia Tosetti
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
| | - Artem Smirnov
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
- Istituto Dermopatico dell'Immacolata, IDI-IRCCS, 00167, Rome, Italy
| | - Carlo Ganini
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", 70121, Bari, Italy
- Division of Medical Oncology, A.O.U. Policlinico di Bari, 70124, Bari, Italy
| | - Xue Yang
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
- Department of Tumor Immunology and Gene Therapy Center, Third Affiliated Hospital of Naval Medical University, Shanghai, 200438, China
- National Center for Liver Cancer, Shanghai, 201805, China
| | - Yufang Shi
- The Third Affiliated Hospital of Soochow University and State Key Laboratory of Radiation Medicine and Protection, Institute for Translational Medicine, Soochow University, Suzhou, China
| | - Ying Wang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Gerry Melino
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
| | - Francesca Bernassola
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
| | - Eleonora Candi
- Department of Experimental Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy.
- Istituto Dermopatico dell'Immacolata, IDI-IRCCS, 00167, Rome, Italy.
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4
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Nayeen MJ, Katinas JM, Magdum T, Shah K, Wong JE, O’Connor CE, Fifer AN, Wallace-Povirk A, Hou Z, Matherly LH, Dann CE, Gangjee A. Structure-Based Design of Transport-Specific Multitargeted One-Carbon Metabolism Inhibitors in Cytosol and Mitochondria. J Med Chem 2023; 66:11294-11323. [PMID: 37582241 PMCID: PMC10461232 DOI: 10.1021/acs.jmedchem.3c00763] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Indexed: 08/17/2023]
Abstract
Multitargeted agents provide tumor selectivity with reduced drug resistance and dose-limiting toxicities. We previously described the multitargeted 6-substituted pyrrolo[3,2-d]pyrimidine antifolate 1 with activity against early- and late-stage pancreatic tumors with limited tumor selectivity. Structure-based design with our human serine hydroxymethyl transferase (SHMT) 2 and glycinamide ribonucleotide formyltransferase (GARFTase) structures, and published X-ray crystal structures of 5-aminoimidazole-4-carboxamide ribonucleotide formyltransferase/inosine monophosphate cyclohydrolase (ATIC), SHMT1, and folate receptor (FR) α and β afforded 11 analogues. Multitargeted inhibition and selective tumor transport were designed by providing promiscuous conformational flexibility in the molecules. Metabolite rescue identified mitochondrial C1 metabolism along with de novo purine biosynthesis as the targeted pathways. We identified analogues with tumor-selective transport via FRs and increased SHMT2, SHMT1, and GARFTase inhibition (28-, 21-, and 11-fold, respectively) compared to 1. These multitargeted agents represent an exciting new structural motif for targeted cancer therapy with substantial advantages of selectivity and potency over clinically used antifolates.
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Affiliation(s)
- Md. Junayed Nayeen
- Division
of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania 15282, United States
| | - Jade M. Katinas
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47408, United States
| | - Tejashree Magdum
- Division
of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania 15282, United States
| | - Khushbu Shah
- Division
of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania 15282, United States
| | - Jennifer E. Wong
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47408, United States
| | - Carrie E. O’Connor
- Department
of Oncology, Wayne State University School
of Medicine, Detroit, Michigan 48201, United States
| | - Alexandra N. Fifer
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47408, United States
| | - Adrianne Wallace-Povirk
- Department
of Oncology, Wayne State University School
of Medicine, Detroit, Michigan 48201, United States
| | - Zhanjun Hou
- Department
of Oncology, Wayne State University School
of Medicine, Detroit, Michigan 48201, United States
- Molecular
Therapeutics Program, Barbara Ann Karmanos
Cancer Institute, 4100 John R, Detroit, Michigan 48201, United States
| | - Larry H. Matherly
- Department
of Oncology, Wayne State University School
of Medicine, Detroit, Michigan 48201, United States
- Molecular
Therapeutics Program, Barbara Ann Karmanos
Cancer Institute, 4100 John R, Detroit, Michigan 48201, United States
| | - Charles E. Dann
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47408, United States
| | - Aleem Gangjee
- Division
of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania 15282, United States
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5
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Ma W, Liu R, Zhao K, Zhong J. Vital role of SHMT2 in diverse disease. Biochem Biophys Res Commun 2023; 671:160-165. [PMID: 37302290 DOI: 10.1016/j.bbrc.2023.05.108] [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: 05/11/2023] [Accepted: 05/25/2023] [Indexed: 06/13/2023]
Abstract
One-carbon metabolism is essential for our human cells to carry out nucleotide synthesis, methylation, and reductive metabolism through one-carbon units, and these pathways ensure the high proliferation rate of cancer cells. Serine hydroxymethyltransferase 2 (SHMT2) is a key enzyme in one-carbon metabolism. This enzyme can convert serine into a one-carbon unit bound to tetrahydrofolate and glycine, ultimately supporting the synthesis of thymidine and purines and promoting the growth of cancer cells. Due to SHMT2's crucial role in the one-carbon cycle, it is ubiquitous in human cells and even in all organisms and highly conserved. Here, we summarize the impact of SHMT2 on the progression of various cancers to highlight its potential use in the development of cancer treatments.
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Affiliation(s)
- Wenqi Ma
- Central Hospital Affiliated to Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250013, China
| | - Ronghan Liu
- Central Hospital Affiliated to Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250013, China
| | - Kai Zhao
- Central Hospital Affiliated to Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250013, China
| | - Jiangbo Zhong
- Central Hospital Affiliated to Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250013, China.
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6
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Serine hydroxymethyltransferase 2 knockdown induces apoptosis in ccRCC by causing lysosomal membrane permeabilization via metabolic reprogramming. Cell Death Dis 2023; 14:144. [PMID: 36806313 PMCID: PMC9941282 DOI: 10.1038/s41419-023-05677-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 02/09/2023] [Accepted: 02/13/2023] [Indexed: 02/22/2023]
Abstract
Serine hydroxymethyltransferase 2 (SHMT2) plays an important role in converting serine to glycine and supplying carbon to one-carbon metabolism to sustain cancer cell proliferation. However, the expression, function, and underlying mechanisms of SHMT2 in clear cell renal cell carcinoma (ccRCC) remain largely unknown. In this study, we demonstrated that SHMT2 was upregulated in ccRCC tissues compared with controls and associated with patient survival. SHMT2 knockdown inhibited proliferation, migration, and invasion in ccRCC cells. Overexpression of SHMT2 promoted tumor progression. Mechanistically, SHMT2 depletion disrupted one-carbon metabolism, increased reactive oxygen species (ROS) levels, and decreased ATP levels via metabolic reprogramming, which destroyed cell homeostasis. The SHMT2 knockdown-induced stress activated autophagy. A mass of autophagosomes fused with lysosomes, resulting in lysosomal membrane permeabilization (LMP) and leakage of lysosomal contents into the cytoplasm, which eventually led to apoptosis. Our work reveals that SHMT2 functions as an oncogenic gene to promote ccRCC progression. SHMT2 depletion induces apoptosis by causing LMP through excessive activation of the autophagy-lysosome pathway via metabolic reprogramming.
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7
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Zhang Y, Liu Z, Wang X, Jian H, Xiao H, Wen T. SHMT2 promotes cell viability and inhibits ROS-dependent, mitochondrial-mediated apoptosis via the intrinsic signaling pathway in bladder cancer cells. Cancer Gene Ther 2022; 29:1514-1527. [PMID: 35422087 DOI: 10.1038/s41417-022-00470-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/16/2022] [Accepted: 03/30/2022] [Indexed: 11/08/2022]
Abstract
Mitochondrial serine hydroxymethyltransferase (SHMT2) catalyzes the conversion of serine to glycine and concomitantly produces one-carbon units to support cell growth and is upregulated in various cancer cells. SHMT2 knockdown triggers cell apoptosis; however, the detailed mechanism of apoptosis induced by SHMT2 inactivation remains unknown. Here, we demonstrate that SHMT2 supports the proliferation of bladder cancer (BC) cells by maintaining redox homeostasis. SHMT2 knockout decreased the pools of purine and one-carbon units and delayed cell cycle progression in a manner that was rescued by formate, demonstrating that SHMT2-mediated one-carbon units are essential for BC cell proliferation. SHMT2 deficiency promoted the accumulation of intracellular reactive oxygen species (ROS) by decreasing the NADH/NAD+, NADPH/NADP+, and GSH/GSSG ratios, leading to a loss in mitochondrial membrane potential, release of cytochrome c, translocation of Bcl-2 family protein and activation of caspase-3. Notably, blocking ROS production with the one-carbon donor formate and the ROS scavenger N-acetyl-cysteine (NAC) effectively rescued SHMT2 deficiency-induced cell apoptosis via the intrinsic signaling pathway. Treatment with the SHMT inhibitor SHIN1 resulted in a significant inhibitory effect on cell proliferation and induced cell apoptosis. Formate and NAC rescued SHIN1-induced cell apoptosis. Our findings reveal an important mechanism by which the loss of SHMT2 triggers ROS-dependent, mitochondrial-mediated apoptosis, which gives insight into the link between serine metabolism and cell apoptosis and provides a promising target for BC treatment and drug discovery.
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Affiliation(s)
- Yun Zhang
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, China
- Innovation Academy for Green Manufacture, Chinese Academy of Sciences, 100190, Beijing, China
| | - Zhe Liu
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Xueliang Wang
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Hui Jian
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Haihan Xiao
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Tingyi Wen
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, China.
- Innovation Academy for Green Manufacture, Chinese Academy of Sciences, 100190, Beijing, China.
- Savaid Medical School, University of Chinese Academy of Sciences, 100049, Beijing, China.
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8
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Xie SY, Shi DB, Ouyang Y, Lin F, Chen XY, Jiang TC, Xia W, Guo L, Lin HX. SHMT2 promotes tumor growth through VEGF and MAPK signaling pathway in breast cancer. Am J Cancer Res 2022; 12:3405-3421. [PMID: 35968337 PMCID: PMC9360240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 06/25/2022] [Indexed: 06/15/2023] Open
Abstract
Cancer cells modulate their metabolic activities to adapt to their growth and proliferation. Despite advances in breast cancer biology having led to the widespread use of molecular targeted therapy and hormonal drugs, the molecular mechanisms in metabolism related to the regulation of breast cancer cell proliferation are still poorly understood. Here, we investigate the possible role of SHMT2, a key enzyme in serine metabolism, in breast cancer. Firstly, SHMT2 is found highly expressed in both breast cancer cells and tissues, and patients with high expression of SHMT2 have a worse prognosis. Moreover, the intervention of SHMT2 by either knockdown or over-expression in vitro induces the effect on breast cancer proliferation. Mechanistically, RNA-seq shows that over-expression of SHMT2 affect multiple signaling pathways and biological process in breast cancer cells. Furthermore, we confirm that SHMT2 promotes breast cancer cell growth through MAPK and VEGF signaling pathways. Finally, we verify the role of SHMT2 in promoting breast cancer growth in the xenograft tumor model. Our results indicate that SHMT2 plays a critical role in regulating breast cancer growth through MAPK, and VEGF signaling pathways, and maybe serve as a therapeutic target for breast cancer therapy.
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Affiliation(s)
- Shuang-Yan Xie
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
- Department of Radiation Oncology, The First Affiliated Hospital of Guangzhou University of Chinese MedicineGuangzhou, Guangdong, China
| | - Ding-Bo Shi
- Department of Experimental Research, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangzhou, Guangdong, China
| | - Yi Ouyang
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
| | - Fei Lin
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
| | - Xiao-Yu Chen
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
| | - Tong-Chao Jiang
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
| | - Wen Xia
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
| | - Ling Guo
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
| | - Huan-Xin Lin
- Department of Radiotherapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine651 Dongfeng Road East, Guangzhou 510060, Guangdong, China
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9
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Gayan S, Joshi G, Dey T. Biomarkers of mitochondrial origin: a futuristic cancer diagnostic. Integr Biol (Camb) 2022; 14:77-88. [PMID: 35780307 DOI: 10.1093/intbio/zyac008] [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: 12/20/2021] [Revised: 05/17/2022] [Accepted: 05/27/2022] [Indexed: 11/12/2022]
Abstract
Cancer is a highly fatal disease without effective early-stage diagnosis and proper treatment. Along with the oncoproteins and oncometabolites, several organelles from cancerous cells are also emerging as potential biomarkers. Mitochondria isolated from cancer cells are one such biomarker candidates. Cancerous mitochondria exhibit different profiles compared with normal ones in morphology, genomic, transcriptomic, proteomic and metabolic landscape. Here, the possibilities of exploring such characteristics as potential biomarkers through single-cell omics and Artificial Intelligence (AI) are discussed. Furthermore, the prospects of exploiting the biomarker-based diagnosis and its futuristic utilization through circulatory tumor cell technology are analyzed. A successful alliance of circulatory tumor cell isolation protocols and a single-cell omics platform can emerge as a next-generation diagnosis and personalized treatment procedure.
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Affiliation(s)
- Sukanya Gayan
- Institute of Bioinformatics and Biotechnology, Savitribai Phule Pune University, Pune, India
| | - Gargee Joshi
- Institute of Bioinformatics and Biotechnology, Savitribai Phule Pune University, Pune, India
| | - Tuli Dey
- Institute of Bioinformatics and Biotechnology, Savitribai Phule Pune University, Pune, India
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10
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Clark RA, Qiao J, Jacobson JC, Chung DH. Induction of serine hydroxymethyltransferase 2 promotes tumorigenesis and metastasis in neuroblastoma. Oncotarget 2022; 13:32-45. [PMID: 35018218 PMCID: PMC8735882 DOI: 10.18632/oncotarget.28168] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 12/08/2021] [Indexed: 12/25/2022] Open
Abstract
High-risk neuroblastoma (NB) remains an extremely difficult subgroup to cure and is associated with MYCN amplification. Serine hydroxymethyltransferase 2 (SHMT2) regulates serine metabolism in a myc-dependent manner; it is upregulated in several cancers and is associated with tumor aggressiveness. Akt-2, an important regulator of MYCN via the PI3K/Akt pathway, induces metastatic potential in NB. The association between SHMT2 and PI3K/Akt in hepatocyte regeneration has been well established but its mechanistic interaction in cancer has yet to be clearly elucidated. Herein, we evaluated the exact role of SHMT2 on the PI3K/Akt pathway, in addition to NB tumorigenesis and metastatic potential in vitro. SHMT2 gene expression and overall survival (OS) were assessed. Two human NB cell lines were examined. SHMT2 silencing and overexpression were performed. The downstream effects were analyzed with immunoblotting, RT-qPCR and functional assays were performed. We found SHMT2 gene expression is associated with decreased OS and MYCN amplification. SHMT2 protein and mRNA expression are increased in MYCN-amplified cells. SHMT2 expression has a direct interaction with Akt-2 and MYCN. Induction of SHMT2 increased cellular proliferation, colony formation and cellular migration and SHMT2 expression was increased in metastatic NB cells. We conclude that SHMT2 regulates N-Myc via phosphorylation of Akt-2 and plays an important role in NB tumorigenesis by contributing to cell growth, migration, colony formation and metastasis in vitro.
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Affiliation(s)
- Rachael A Clark
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX 75234, USA
| | - Jingbo Qiao
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX 75234, USA
| | - Jillian C Jacobson
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX 75234, USA
| | - Dai H Chung
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX 75234, USA.,Department of Surgery, Children's Health, Dallas, TX 75234, USA
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11
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Chen X, Luo J, Liu J, Chen T, Sun J, Zhang Y, Xi Q. Exploration of the Effect on Genome-Wide DNA Methylation by miR-143 Knock-Out in Mice Liver. Int J Mol Sci 2021; 22:13075. [PMID: 34884879 PMCID: PMC8658369 DOI: 10.3390/ijms222313075] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 11/30/2021] [Accepted: 12/01/2021] [Indexed: 12/12/2022] Open
Abstract
MiR-143 play an important role in hepatocellular carcinoma and liver fibrosis via inhibiting hepatoma cell proliferation. DNA methyltransferase 3 alpha (DNMT3a), as a target of miR-143, regulates the development of primary organic solid tumors through DNA methylation mechanisms. However, the effect of miR-143 on DNA methylation profiles in liver is unclear. In this study, we used Whole-Genome Bisulfite Sequencing (WGBS) to detect the differentially methylated regions (DMRs), and investigated DMR-related genes and their enriched pathways by miR-143. We found that methylated cytosines increased 0.19% in the miR-143 knock-out (KO) liver fed with high-fat diet (HFD), compared with the wild type (WT). Furthermore, compared with the WT group, the CG methylation patterns of the KO group showed lower CG methylation levels in CG islands (CGIs), promoters and hypermethylation in CGI shores, 5'UTRs, exons, introns, 3'UTRs, and repeat regions. A total of 984 DMRs were identified between the WT and KO groups consisting of 559 hypermethylation and 425 hypomethylation DMRs. Furthermore, DMR-related genes were enriched in metabolism pathways such as carbon metabolism (serine hydroxymethyltransferase 2 (Shmt2), acyl-Coenzyme A dehydrogenase medium chain (Acadm)), arginine and proline metabolism (spermine synthase (Sms), proline dehydrogenase (Prodh2)) and purine metabolism (phosphoribosyl pyrophosphate synthetase 2 (Prps2)). In summary, we are the first to report the change in whole-genome methylation levels by miR-143-null through WGBS in mice liver, and provide an experimental basis for clinical diagnosis and treatment in liver diseases, indicating that miR-143 may be a potential therapeutic target and biomarker for liver damage-associated diseases and hepatocellular carcinoma.
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Affiliation(s)
| | | | | | | | | | - Yongliang Zhang
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, National Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, No. 483 Wushan Road, Guangzhou 510642, China; (X.C.); (J.L.); (J.L.); (T.C.); (J.S.)
| | - Qianyun Xi
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, National Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, No. 483 Wushan Road, Guangzhou 510642, China; (X.C.); (J.L.); (J.L.); (T.C.); (J.S.)
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12
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Aslan M, Hsu EC, Garcia-Marques FJ, Bermudez A, Liu S, Shen M, West M, Zhang CA, Rice MA, Brooks JD, West R, Pitteri SJ, Győrffy B, Stoyanova T. Oncogene-mediated metabolic gene signature predicts breast cancer outcome. NPJ Breast Cancer 2021; 7:141. [PMID: 34711841 PMCID: PMC8553750 DOI: 10.1038/s41523-021-00341-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 09/21/2021] [Indexed: 12/22/2022] Open
Abstract
Breast cancer remains the second most lethal cancer among women in the United States and triple-negative breast cancer is the most aggressive subtype with limited treatment options. Trop2, a cell membrane glycoprotein, is overexpressed in almost all epithelial cancers. In this study, we demonstrate that Trop2 is overexpressed in triple-negative breast cancer (TNBC), and downregulation of Trop2 delays TNBC cell and tumor growth supporting the oncogenic role of Trop2 in breast cancer. Through proteomic profiling, we discovered a metabolic signature comprised of TALDO1, GPI, LDHA, SHMT2, and ADK proteins that were downregulated in Trop2-depleted breast cancer tumors. The identified oncogene-mediated metabolic gene signature is significantly upregulated in TNBC patients across multiple RNA-expression clinical datasets. Our study further reveals that the metabolic gene signature reliably predicts poor survival of breast cancer patients with early stages of the disease. Taken together, our study identified a new five-gene metabolic signature as an accurate predictor of breast cancer outcome.
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Affiliation(s)
- Merve Aslan
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - En-Chi Hsu
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - Fernando J Garcia-Marques
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - Abel Bermudez
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - Shiqin Liu
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - Michelle Shen
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - Meredith West
- Department of Urology, Stanford University, Stanford, CA, USA
| | | | - Meghan A Rice
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - James D Brooks
- Department of Urology, Stanford University, Stanford, CA, USA
| | - Robert West
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Sharon J Pitteri
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA
| | - Balázs Győrffy
- TTK Lendület Cancer Biomarker Research Group, Research Centre for Natural Sciences, Institute of Enzymology, Magyar Tudósok Körútja, 1094, Budapest, Hungary
- Semmelweis University, Department of Bioinformatics and 2nd Department of Pediatrics, Tüzoltó Utca 7-9, 1094, Budapest, Hungary
| | - Tanya Stoyanova
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, CA, USA.
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13
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Zeng Y, Zhang J, Xu M, Chen F, Zi R, Yue J, Zhang Y, Chen N, Chin YE. Roles of Mitochondrial Serine Hydroxymethyltransferase 2 (SHMT2) in Human Carcinogenesis. J Cancer 2021; 12:5888-5894. [PMID: 34476002 PMCID: PMC8408114 DOI: 10.7150/jca.60170] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 07/26/2021] [Indexed: 11/09/2022] Open
Abstract
In the last few years, cellular metabolic reprogramming has been acknowledged as a hallmark of human cancer and evaluated for its crucial role in supporting the proliferation and survival of human cancer cells. In a variety of human tumours, including hepatocellular carcinoma (HCC), breast cancer and non-small-cell lung cancer (NSCLC), a large amount of carbon is reused in serine/glycine biosynthesis, accompanied by higher expression of the key glycine synthetic enzyme mitochondrial serine hydroxymethyltransferase 2 (SHMT2). This enzyme can convert serine into glycine and a tetrahydrofolate-bound one-carbon unit, ultimately supporting thymidine synthesis and purine synthesis and promoting tumour growth. In tumour samples, elevated expression of SHMT2 was found to be associated with poor prognosis. In this review, the pivotal roles of SHMT2 in human carcinogenesis are described, highlighting the underlying regulatory mechanisms through promotion of tumour progression. In conclusion, SHMT2 may serve as a prognostic marker and a target for anticancer therapies.
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Affiliation(s)
- Yuanyuan Zeng
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China.,Department of Respiratory Medicine, the First Affiliated Hospital of Soochow University, Suzhou 215006, Jiangsu, China
| | - Jie Zhang
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Mengmeng Xu
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Fuxian Chen
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Ruidong Zi
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Jicheng Yue
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Yanan Zhang
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Nannan Chen
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
| | - Y Eugene Chin
- Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China
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14
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Xie M, Pei DS. Serine hydroxymethyltransferase 2: a novel target for human cancer therapy. Invest New Drugs 2021; 39:1671-1681. [PMID: 34215932 DOI: 10.1007/s10637-021-01144-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 06/22/2021] [Indexed: 12/21/2022]
Abstract
Serine and glycine are the primary sources of one-carbon units that are vital for cell proliferation. Their abnormal metabolism is known to be associated with cancer progression. As the key enzyme of serine metabolism, Serine Hydroxymethyltransferase 2 (SHMT2) has been a research hotspot in recent years. SHMT2 is a PLP-dependent tetrameric enzyme that catalyzes the reversible transition from serine to glycine, thus promoting the production of one-carbon units that are indispensable for cell growth and regulation of the redox and epigenetic states of cells. Under a hypoxic environment, SHMT2 can be upregulated and could promote the generation of nicotinamide adenine dinucleotide phosphate (NADPH) and glutathione for maintaining the redox balance. Accumulating evidence confirmed that SHMT2 facilitates cell proliferation and tumor growth and is tightly associated with poor prognosis. In this review, we present insights into the function and research development of SHMT2 and summarize the possible molecular mechanisms of SHMT2 in promoting tumor growth, in the hope that it could provide clues to more effective clinical treatment of cancer.
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Affiliation(s)
- Min Xie
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou, 221004, Jiangsu, China
| | - Dong-Sheng Pei
- Department of Pathology, Xuzhou Medical University, 209 Tong-shan Road, Xuzhou, 221004, Jiangsu, China.
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15
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Liao Y, Wang F, Zhang Y, Cai H, Song F, Hou J. Silencing SHMT2 inhibits the progression of tongue squamous cell carcinoma through cell cycle regulation. Cancer Cell Int 2021; 21:220. [PMID: 33863325 PMCID: PMC8052717 DOI: 10.1186/s12935-021-01880-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 03/16/2021] [Indexed: 12/24/2022] Open
Abstract
Background Serine hydroxymethyltransferase 2 (SHMT2) is a vital metabolic enzyme in one carbon metabolism catalyzing the conversion of serine to glycine, which has been reported to play a crucial role in the progression of tumors. However, its function in tongue squamous cell carcinoma (TSCC) remains unclear. Methods SHMT2 expression was analyzed using samples in online databases, and was assessed through immunohistochemistry staining of collected clinical specimens. The correlation between SHMT2 expression and the cell cycle was predicted through bioinformatic analysis, including weighted gene co-expression network analysis (WGCNA) and gene set enrichment analysis (GSEA). After transfection with siRNA, CCK8 assay, Edu staining, flow cytometry, trans-well assay, and wound healing experiments were performed to verify the functional role of SHMT2 in vitro. A stable cell line with SHMT2 silencing was established to detect the oncogenic function of SHMT2 in vivo. Results The expression of SHMT2 was up-regulated in TSCC tissues and cell lines compared with normal groups, and highly expressed SHMT2 significantly indicated a poorer clinical outcome for TSCC patients. Bioinformatic analysis found that high expression of SHMT2 was closely related with biologic process including cell cycle and cell cycle G1/S transition. Down regulating of SHMT2 significantly suppressed the proliferation, invasive and migrative ability of TSCC cells, and induced the prolongation of the G1 phase of the cell cycle in vitro. Furthermore, western blot showed that cell cycle-related regulators such as cyclin-dependent kinase 4 (CDK4) and cyclinD1 expression levels were decreased, while the expression levels of the cyclin-dependent kinase inhibitors p21Cip1 and p27Kip1 were increased after SHMT2 knockdown. Silencing SHMT2 in the HN6 cell line using short hairpin RNA also impeded tumor growth in vivo. Conclusions Overexpression of SHMT2 in TSCC indicated low survival rates, and was associated with aggressive behaviors of TSCC. It was also found to be involved in cell cycle regulation of TSCC cells. SHMT2 may serve as a novel prognostic indicator of TSCC. Supplementary Information The online version contains supplementary material available at 10.1186/s12935-021-01880-5.
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Affiliation(s)
- Yan Liao
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China.,Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China
| | - Fang Wang
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China.,Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China
| | - Yadong Zhang
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China.,Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China
| | - Hongshi Cai
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China.,Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China
| | - Fan Song
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China.,Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China
| | - Jinsong Hou
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China. .,Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, 510055, Guangdong, China.
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16
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Cuthbertson CR, Arabzada Z, Bankhead A, Kyani A, Neamati N. A Review of Small-Molecule Inhibitors of One-Carbon Enzymes: SHMT2 and MTHFD2 in the Spotlight. ACS Pharmacol Transl Sci 2021; 4:624-646. [PMID: 33860190 DOI: 10.1021/acsptsci.0c00223] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Indexed: 02/06/2023]
Abstract
Metabolic reprogramming is a key hallmark of cancer and shifts cellular metabolism to meet the demands of biomass production necessary for abnormal cell reproduction. One-carbon metabolism (1CM) contributes to many biosynthetic pathways that fuel growth and is comprised of a complex network of enzymes. Methotrexate and 5-fluorouracil were pioneering drugs in this field and are still widely used today as anticancer agents as well as for other diseases such as arthritis. Besides dihydrofolate reductase and thymidylate synthase, two other enzymes of the folate cycle arm of 1CM have not been targeted clinically: serine hydroxymethyltransferase (SHMT) and methylenetetrahydrofolate dehydrogenase (MTHFD). An increasing body of literature suggests that the mitochondrial isoforms of these enzymes (SHMT2 and MTHFD2) are clinically relevant in the context of cancer. In this review, we focused on the 1CM pathway as a target for cancer therapy and, in particular, SHMT2 and MTHFD2. The function, regulation, and clinical relevance of SHMT2 and MTHFD2 are all discussed. We expand on previous clinical studies and evaluate the prognostic significance of these critical enzymes by performing a pan-cancer analysis of patient data from the The Cancer Genome Atlas and a transcriptional coexpression network enrichment analysis. We also provide an overview of preclinical and clinical inhibitors targeting the folate pathway, the methionine cycle, and folate-dependent purine biosynthesis enzymes.
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Affiliation(s)
- Christine R Cuthbertson
- Department of Medicinal Chemistry, College of Pharmacy and the Rogel Cancer Center, University of Michigan, North Campus Research Complex, 1600 Huron Parkway, Ann Arbor, Michigan 48109, United States
| | - Zahra Arabzada
- Department of Medicinal Chemistry, College of Pharmacy and the Rogel Cancer Center, University of Michigan, North Campus Research Complex, 1600 Huron Parkway, Ann Arbor, Michigan 48109, United States
| | - Armand Bankhead
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, Michigan 48109, United States.,Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan 48109, United States
| | - Armita Kyani
- Department of Medicinal Chemistry, College of Pharmacy and the Rogel Cancer Center, University of Michigan, North Campus Research Complex, 1600 Huron Parkway, Ann Arbor, Michigan 48109, United States
| | - Nouri Neamati
- Department of Medicinal Chemistry, College of Pharmacy and the Rogel Cancer Center, University of Michigan, North Campus Research Complex, 1600 Huron Parkway, Ann Arbor, Michigan 48109, United States
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17
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Abstract
Serine hydroxymethyltransferase 2 (SHMT2) converts serine plus tetrahydrofolate (THF) into glycine plus methylene-THF and is upregulated at the protein level in lung and other cancers. In order to better understand the role of SHMT2 in cancer a model system of HeLa cells engineered for inducible over-expression or knock-down of SHMT2 was characterized for cell proliferation and changes in metabolites and proteome as a function of SHMT2. Ectopic over-expression of SHMT2 increased cell proliferation in vitro and tumor growth in vivo. Knockdown of SHMT2 expression in vitro caused a state of glycine auxotrophy and accumulation of phosphoribosylaminoimidazolecarboxamide (AICAR), an intermediate of folate/1-carbon-pathway-dependent de novo purine nucleotide synthesis. Decreased glycine in the HeLa cell-based xenograft tumors with knocked down SHMT2 was potentiated by administration of the anti-hyperglycinemia agent benzoate. However, tumor growth was not affected by SHMT2 knockdown with or without benzoate treatment. Benzoate inhibited cell proliferation in vitro, but this was independent of SHMT2 modulation. The abundance of proteins of mitochondrial respiration complexes 1 and 3 was inversely correlated with SHMT2 levels. Proximity biotinylation in vivo (BioID) identified 48 mostly mitochondrial proteins associated with SHMT2 including the mitochondrial enzymes Acyl-CoA thioesterase (ACOT2) and glutamate dehydrogenase (GLUD1) along with more than 20 proteins from mitochondrial respiration complexes 1 and 3. These data provide insights into possible mechanisms through which elevated SHMT2 in cancers may be linked to changes in metabolism and mitochondrial function.
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18
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Dekhne AS, Hou Z, Gangjee A, Matherly LH. Therapeutic Targeting of Mitochondrial One-Carbon Metabolism in Cancer. Mol Cancer Ther 2020; 19:2245-2255. [PMID: 32879053 DOI: 10.1158/1535-7163.mct-20-0423] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/06/2020] [Accepted: 08/25/2020] [Indexed: 12/11/2022]
Abstract
One-carbon (1C) metabolism encompasses folate-mediated 1C transfer reactions and related processes, including nucleotide and amino acid biosynthesis, antioxidant regeneration, and epigenetic regulation. 1C pathways are compartmentalized in the cytosol, mitochondria, and nucleus. 1C metabolism in the cytosol has been an important therapeutic target for cancer since the inception of modern chemotherapy, and "antifolates" targeting cytosolic 1C pathways continue to be a mainstay of the chemotherapy armamentarium for cancer. Recent insights into the complexities of 1C metabolism in cancer cells, including the critical role of the mitochondrial 1C pathway as a source of 1C units, glycine, reducing equivalents, and ATP, have spurred the discovery of novel compounds that target these reactions, with particular focus on 5,10-methylene tetrahydrofolate dehydrogenase 2 and serine hydroxymethyltransferase 2. In this review, we discuss key aspects of 1C metabolism, with emphasis on the importance of mitochondrial 1C metabolism to metabolic homeostasis, its relationship with the oncogenic phenotype, and its therapeutic potential for cancer.
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Affiliation(s)
- Aamod S Dekhne
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Zhanjun Hou
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Aleem Gangjee
- Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | - Larry H Matherly
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan.
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19
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Li X, Zhang K, Hu Y, Luo N. ERRα activates SHMT2 transcription to enhance the resistance of breast cancer to lapatinib via modulating the mitochondrial metabolic adaption. Biosci Rep 2020; 40:BSR20192465. [PMID: 31894856 PMCID: PMC6970080 DOI: 10.1042/bsr20192465] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 12/24/2019] [Accepted: 12/27/2019] [Indexed: 12/14/2022] Open
Abstract
Lapatinib, a tyrosine kinase inhibitor, can initially benefit the patients with breast tumors but fails in later treatment due to the inevitable development of drug resistance. Estrogen-related receptor α (ERRα) modulates the metabolic adaptations in lapatinib-resistant cancer cells; however, the underlying mechanism remains unclear. ERRα was predicted to bind to the serine hydroxymethyltransferase 2 (SHMT2) transcription initiation site in the ER- and HER2-positive cell line BT-474; thus, we hypothesize that ERRα might modulate the resistance of breast cancer to lapatinib via regulating SHMT2. In the present study, we revealed that 2.5 and 5 µM lapatinib treatment could significantly decrease the expression and protein levels of ERRα and SHMT2; ERRα and SHMT2 expression and protein levels were significantly up-regulated in breast cancer cells, in particularly in breast cancer cells with resistance to lapatinib. ERRα knockdown restored the inhibitory effects of lapatinib on the BT-474R cell viability and migration; in the meantime, ERRα knockdown rescued the production of reactive oxygen species (ROS) whereas decreased the ratio of glutathione (GSH)/oxidized glutathione (GSSG) upon lapatinib treatment. Via targeting SHMT2 promoter region, ERRα activated the transcription of SHMT2. The effects of ERRα knockdown on BT-474R cells under lapatinib treatment could be significantly reversed by SHMT2 overexpression. In conclusion, ERRα knockdown suppresses the detoxification and the mitochondrial metabolic adaption in breast cancer resistant to lapatinib; ERRα activates SHMT2 transcription via targeting its promoter region, therefore enhancing breast cancer resistance to lapatinib.
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Affiliation(s)
- Xin Li
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Kejing Zhang
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Yu Hu
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Na Luo
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
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20
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Wang X, Li P, Wang C, Zhang D, Zeng L, Liu X, Lin J. DEAD-box RNA Helicase 39 Promotes Invasiveness and Chemoresistance of ER-positive Breast Cancer. J Cancer 2020; 11:1846-1858. [PMID: 32194796 PMCID: PMC7052869 DOI: 10.7150/jca.37247] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 11/27/2019] [Indexed: 02/07/2023] Open
Abstract
Purpose: DDX39 is a DEAD-box RNA helicase that unwinds double-stranded RNA in an ATP-dependent manner. This study evaluated the prognostic and predictive significance of DDX39 in breast cancer (BC). Methods: The cellular proliferation, invasion, and drug cytotoxicity by DDX39 siRNA were evaluated in MCF7 (ER-positive) and MDA-MB-231 (ER-negative) cell lines. A total of 27 datasets (total 8110 accessible cases) with following-up information were collected from Asia, Europe, and North America to explore associations between DDX39 gene expression and clinical parameters of BC patients. Results: Down-regulation of DDX39 by siRNA significantly reduce the cell growth and invasion ability in MCF7 cells, but only slightly in MDA-MB-231 cells. The DDX39 mRNA level was elevated in breast adenocarcinoma compared with normal breast tissue (p<0.01). Higher DDX39 level was significantly correlated with larger tumor size (p<0.01) and poorer tumor differentiation (p<0.01). The prognostic significance of DDX39 for BC was assessed by pooled-analysis and meta-analysis. Kaplan-Meier analysis demonstrated that increased DDX39 mRNA expression was associated with poor outcomes significantly in a dose-dependent manner in ER-positive BC. The prognostic performance of DDX39 mRNA was comparable to 21-gene, 70-gene, and wound-response gene signatures, and it was superior to the TNM stage. Lower DDX39 expression was associated with reduced relative risk death on ER-positive BC with chemotherapy or radiotherapy. Inhibition of DDX39 by siRNA could significantly enhance the sensitivity of MCF-7 to doxorubicin. Conclusion: DDX39 may be a potential novel prognostic and predictive biomarker for BC patients with ER-positive status.
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Affiliation(s)
- Xiudi Wang
- The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China 325027
| | - Peipei Li
- School of Medicine, Zhejiang University City College, Hangzhou, Zhejiang, China 310015
| | - Chenying Wang
- School of Medicine, Zhejiang University City College, Hangzhou, Zhejiang, China 310015
| | - Dagui Zhang
- The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China 325027
| | - Linghui Zeng
- School of Medicine, Zhejiang University City College, Hangzhou, Zhejiang, China 310015
| | - Xiyong Liu
- School of Medicine, Zhejiang University City College, Hangzhou, Zhejiang, China 310015.,Department of Tumor Biomarker Development, Sino-American Cancer Foundation, Covina, CA, USA 91722
| | - Jiajin Lin
- The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China 325027
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Architecture of The Human Ape1 Interactome Defines Novel Cancers Signatures. Sci Rep 2020; 10:28. [PMID: 31913336 PMCID: PMC6949240 DOI: 10.1038/s41598-019-56981-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Accepted: 12/16/2019] [Indexed: 12/19/2022] Open
Abstract
APE1 is essential in cancer cells due to its central role in the Base Excision Repair pathway of DNA lesions and in the transcriptional regulation of genes involved in tumor progression/chemoresistance. Indeed, APE1 overexpression correlates with chemoresistance in more aggressive cancers, and APE1 protein-protein interactions (PPIs) specifically modulate different protein functions in cancer cells. Although important, a detailed investigation on the nature and function of protein interactors regulating APE1 role in tumor progression and chemoresistance is still lacking. The present work was aimed at analyzing the APE1-PPI network with the goal of defining bad prognosis signatures through systematic bioinformatics analysis. By using a well-characterized HeLa cell model stably expressing a flagged APE1 form, which was subjected to extensive proteomics analyses for immunocaptured complexes from different subcellular compartments, we here demonstrate that APE1 is a central hub connecting different subnetworks largely composed of proteins belonging to cancer-associated communities and/or involved in RNA- and DNA-metabolism. When we performed survival analysis in real cancer datasets, we observed that more than 80% of these APE1-PPI network elements is associated with bad prognosis. Our findings, which are hypothesis generating, strongly support the possibility to infer APE1-interactomic signatures associated with bad prognosis of different cancers; they will be of general interest for the future definition of novel predictive disease biomarkers. Future studies will be needed to assess the function of APE1 in the protein complexes we discovered. Data are available via ProteomeXchange with identifier PXD013368.
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Downregulating Serine Hydroxymethyltransferase 2 Deteriorates Hepatic Ischemia-Reperfusion Injury through ROS/JNK/P53 Signaling in Mice. BIOMED RESEARCH INTERNATIONAL 2019; 2019:2712185. [PMID: 31828098 PMCID: PMC6885790 DOI: 10.1155/2019/2712185] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Accepted: 10/16/2019] [Indexed: 12/21/2022]
Abstract
Background Serine hydroxymethyltransferase 2 (SHMT2) activity ensures that cells have a survival advantage in ischemic conditions and regulates redox homeostasis. In this study, we aimed to investigate the role of SHMT2 after hepatic ischemia-reperfusion (IR), which involves hypoxia, ischemic conditions, and cell apoptosis. Methods A 70% IR model was established in C57BL/6J mice with or without SHMT2 knockdown. H&E staining, liver weight/body weight, serum alanine aminotransferase (ALT), and aspartate aminotransferase (AST) levels and cell apoptosis were tested to analyze liver damage and function. Then, the related cellular signals were probed. Results The level of SHMT2 protein was significantly increased at 24 h and 48 h after IR (p < 0.001). Mice in the shSHMT2 group showed more necrotic areas and histological damage at 24 h (p < 0.01) after IR and higher levels of serum ALT and AST (p < 0.05) compared with those of mice in the scramble group. After IR for 24 h, the expression of TUNEL in the shSHMT2 group was significantly higher than that in the scramble group, as shown by histological analysis (p < 0.01). Mechanistically, the JNK/P53 signaling pathway was activated by IR, and knockdown of SHMT2 exacerbated hepatocyte apoptosis. Conclusions Knockdown of SHMT2 worsens IR injury through the ROS/JNK/P53 signaling pathway. Our discovery expands the understanding of both molecular and metabolic mechanisms involved in IR. SHMT2 is a possible therapeutic target to improve the prognosis of liver transplantation (LT) and subtotal hepatectomy.
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Dekhne AS, Ning C, Nayeen MJ, Shah K, Kalpage H, Frühauf J, Wallace-Povirk A, O'Connor C, Hou Z, Kim S, Hüttemann M, Gangjee A, Matherly LH. Cellular Pharmacodynamics of a Novel Pyrrolo[3,2- d]pyrimidine Inhibitor Targeting Mitochondrial and Cytosolic One-Carbon Metabolism. Mol Pharmacol 2019; 97:9-22. [PMID: 31707355 DOI: 10.1124/mol.119.117937] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 10/23/2019] [Indexed: 12/29/2022] Open
Abstract
Folate-dependent one-carbon (C1) metabolism is compartmentalized in the mitochondria and cytosol and is a source of critical metabolites for proliferating tumors. Mitochondrial C1 metabolism including serine hydroxymethyltransferase 2 (SHMT2) generates glycine for de novo purine nucleotide and glutathione biosynthesis and is an important source of NADPH, ATP, and formate, which affords C1 units as 10-formyl-tetrahydrofolate and 5,10-methylene-tetrahydrofolate for nucleotide biosynthesis in the cytosol. We previously discovered novel first-in-class multitargeted pyrrolo[3,2-d]pyrimidine inhibitors of SHMT2 and de novo purine biosynthesis at glycinamide ribonucleotide formyltransferase and 5-aminoimidazole-4-carboxamide ribonucleotide formyltransferase with potent in vitro and in vivo antitumor efficacy toward pancreatic adenocarcinoma cells. In this report, we extend our findings to an expanded panel of pancreatic cancer models. We used our lead analog AGF347 [(4-(4-(2-amino-4-oxo-3,4-dihydro-5H-pyrrolo[3,2-d]pyrimidin-5-yl)butyl)-2-fluorobenzoyl)-l-glutamic acid] to characterize pharmacodynamic determinants of antitumor efficacy for this series and demonstrated plasma membrane transport into the cytosol, uptake from cytosol into mitochondria, and metabolism to AGF347 polyglutamates in both cytosol and mitochondria. Antitumor effects of AGF347 downstream of SHMT2 and purine biosynthesis included suppression of mammalian target of rapamycin signaling, and glutathione depletion with increased levels of reactive oxygen species. Our results provide important insights into the cellular pharmacology of novel pyrrolo[3,2-d]pyrimidine inhibitors as antitumor compounds and establish AGF347 as a unique agent for potential clinical application for pancreatic cancer, as well as other malignancies. SIGNIFICANCE STATEMENT: This study establishes the antitumor efficacies of novel inhibitors of serine hydroxymethyltransferase 2 and of cytosolic targets toward a panel of clinically relevant pancreatic cancer cells and demonstrates the important roles of plasma membrane transport, mitochondrial accumulation, and metabolism to polyglutamates of the lead compound AGF347 to drug activity. We also establish that loss of serine catabolism and purine biosynthesis resulting from AGF347 treatment impacts mammalian target of rapamycin signaling, glutathione pools, and reactive oxygen species, contributing to antitumor efficacy.
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Affiliation(s)
- Aamod S Dekhne
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Changwen Ning
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Md Junayed Nayeen
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Khushbu Shah
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Hasini Kalpage
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Josephine Frühauf
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Adrianne Wallace-Povirk
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Carrie O'Connor
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Zhanjun Hou
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Seongho Kim
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Maik Hüttemann
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Aleem Gangjee
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
| | - Larry H Matherly
- Department of Oncology, Wayne State University School of Medicine/Karmanos Cancer Institute, Detroit, Michigan (A.S.D., J.F., A.W.-P., C.O., Z.H., S.K., L.H.M.); Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania (M.J.N., K.S., A.G.); Center for Molecular Medicine and Genetics (H.K., M.H.) and Department of Pharmacology (L.H.M.), Wayne State University School of Medicine, Detroit, Michigan; Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China (C.N.); and Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan (Z.H., S.K., M.H., L.H.M.)
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Dekhne AS, Shah K, Ducker GS, Katinas JM, Wong-Roushar J, Nayeen MJ, Doshi A, Ning C, Bao X, Frühauf J, Liu J, Wallace-Povirk A, O'Connor C, Dzinic SH, White K, Kushner J, Kim S, Hüttemann M, Polin L, Rabinowitz JD, Li J, Hou Z, Dann CE, Gangjee A, Matherly LH. Novel Pyrrolo[3,2- d]pyrimidine Compounds Target Mitochondrial and Cytosolic One-carbon Metabolism with Broad-spectrum Antitumor Efficacy. Mol Cancer Ther 2019; 18:1787-1799. [PMID: 31289137 PMCID: PMC6774887 DOI: 10.1158/1535-7163.mct-19-0037] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 04/05/2019] [Accepted: 07/03/2019] [Indexed: 01/06/2023]
Abstract
Folate-dependent one-carbon (C1) metabolism is compartmentalized into the mitochondria and cytosol and supports cell growth through nucleotide and amino acid biosynthesis. Mitochondrial C1 metabolism, including serine hydroxymethyltransferase (SHMT) 2, provides glycine, NAD(P)H, ATP, and C1 units for cytosolic biosynthetic reactions, and is implicated in the oncogenic phenotype across a wide range of cancers. Whereas multitargeted inhibitors of cytosolic C1 metabolism, such as pemetrexed, are used clinically, there are currently no anticancer drugs that specifically target mitochondrial C1 metabolism. We used molecular modeling to design novel small-molecule pyrrolo[3,2-d]pyrimidine inhibitors targeting mitochondrial C1 metabolism at SHMT2. In vitro antitumor efficacy was established with the lead compounds (AGF291, AGF320, AGF347) toward lung, colon, and pancreatic cancer cells. Intracellular targets were identified by metabolic rescue with glycine and nucleosides, and by targeted metabolomics using a stable isotope tracer, with confirmation by in vitro assays with purified enzymes. In addition to targeting SHMT2, inhibition of the cytosolic purine biosynthetic enzymes, β-glycinamide ribonucleotide formyltransferase and/or 5-aminoimidazole-4-carboxamide ribonucleotide formyltransferase, and SHMT1 was also established. AGF347 generated significant in vivo antitumor efficacy with potential for complete responses against both early-stage and upstage MIA PaCa-2 pancreatic tumor xenografts, providing compelling proof-of-concept for therapeutic targeting of SHMT2 and cytosolic C1 enzymes by this series. Our results establish structure-activity relationships and identify exciting new drug prototypes for further development as multitargeted antitumor agents.
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Affiliation(s)
- Aamod S Dekhne
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Khushbu Shah
- Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | - Gregory S Ducker
- Department of Chemistry/Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey
| | - Jade M Katinas
- Department of Chemistry, Indiana University, Bloomington, Indiana
| | | | - Md Junayed Nayeen
- Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | - Arpit Doshi
- Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | - Changwen Ning
- Biochemistry and Molecular Biology, Jilin University, Changchun, Jilin Province, China
| | - Xun Bao
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Josephine Frühauf
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Jenney Liu
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, Michigan
| | - Adrianne Wallace-Povirk
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Carrie O'Connor
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Sijana H Dzinic
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Kathryn White
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Juiwanna Kushner
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Seongho Kim
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Maik Hüttemann
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, Michigan
| | - Lisa Polin
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Joshua D Rabinowitz
- Department of Chemistry/Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey
| | - Jing Li
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Zhanjun Hou
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Charles E Dann
- Department of Chemistry, Indiana University, Bloomington, Indiana.
| | - Aleem Gangjee
- Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania.
| | - Larry H Matherly
- Department of Oncology, Wayne State University School of Medicine, and the Barbara Ann Karmanos Cancer Institute, Detroit, Michigan.
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Deacetylation of serine hydroxymethyl-transferase 2 by SIRT3 promotes colorectal carcinogenesis. Nat Commun 2018; 9:4468. [PMID: 30367038 PMCID: PMC6203763 DOI: 10.1038/s41467-018-06812-y] [Citation(s) in RCA: 108] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 09/28/2018] [Indexed: 12/15/2022] Open
Abstract
The conversion of serine and glycine that is accomplished by serine hydroxymethyltransferase 2 (SHMT2) in mitochondria is significantly upregulated in various cancers to support cancer cell proliferation. In this study, we observed that SHMT2 is acetylated at K95 in colorectal cancer (CRC) cells. SIRT3, the major deacetylase in mitochondria, is responsible for SHMT2 deacetylation. SHMT2-K95-Ac disrupts its functional tetramer structure and inhibits its enzymatic activity. SHMT2-K95-Ac also promotes its degradation via the K63-ubiquitin–lysosome pathway in a glucose-dependent manner. TRIM21 acts as an E3 ubiquitin ligase for SHMT2. SHMT2-K95-Ac decreases CRC cell proliferation and tumor growth in vivo through attenuation of serine consumption and reduction in NADPH levels. Finally, SHMT2-K95-Ac is significantly decreased in human CRC samples and is inversely associated with increased SIRT3 expression, which is correlated with poorer postoperative overall survival. Our study reveals the unknown mechanism of SHMT2 regulation by acetylation which is involved in colorectal carcinogenesis. Serine hydroxymethyltransferase 2 (SHMT2) converts serine to glycine in mitochondria and is upregulated in a variety of cancers. Here the authors show that acetylation of the lysine-95 (K95) residue negatively regulates SHMT2 expression and activity and is deacetylated by SIRT3 in colorectal cancer.
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SHMT2 Overexpression Predicts Poor Prognosis in Intrahepatic Cholangiocarcinoma. Gastroenterol Res Pract 2018; 2018:4369253. [PMID: 30228815 PMCID: PMC6136477 DOI: 10.1155/2018/4369253] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 07/11/2018] [Indexed: 12/23/2022] Open
Abstract
Background and Objective Serine hydroxymethyltransferase 2 (SHMT2) functions as a key enzyme in serine/glycine biosynthesis and one-carbon metabolism. Recent studies have shown that SHMT2 participated in tumor growth and progression in a variety of cancer types. The objective of the present study is to explore the expression of SHMT2 and evaluate its prognostic value in patients with intrahepatic cholangiocarcinoma (iCCA). Patients and Methods We retrospectively investigated the expression of SHMT2 in 100 primary iCCA samples through immunohistochemical (IHC) staining on a tissue array. Results High SHMT2 expression was found in 52 of the 100 specimens. The results indicated that SHMT2 level was upregulated compared to adjacent nontumor intrahepatic bile duct tissue. Furthermore, SHMT2 level was closely associated with tumor T stage (P = 0.017) and tumor TNM stage (P = 0.041) in patients with iCCA, but not with age, gender, tumor size, tumor number, pathological grade, vascular invasion, or N stage. Moreover, Kaplan-Meier analysis suggested that patients with lower SHMT2 level have longer survival rate than those with high expression (45.8 vs 23.1%, P = 0.030). Additionally, the multivariate analysis model indicated SHMT2 is an independent adverse prognosticator in iCCA. Conclusion High SHMT2 level was correlated with poorer overall survival in patients with iCCA. SHMT2 was proved to be a powerful and independent prognostic factor and a potential therapeutic target for patients with iCCA.
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Méhul B, Perrin A, Grisendi K, Galindo AN, Dayon L, Ménigot C, Rival Y, Voegel JJ. Mass spectrometry and DigiWest technology emphasize protein acetylation profile from Quisinostat-treated HuT78 CTCL cell line. J Proteomics 2018; 187:126-143. [PMID: 30012418 DOI: 10.1016/j.jprot.2018.07.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 06/20/2018] [Accepted: 07/12/2018] [Indexed: 02/07/2023]
Abstract
Histone deacetylases (HDACs) are key enzymes involved in epigenetic modulation and were targeted by HDAC inhibitors (HDACis) for cancer treatment. The action of HDACis is not restricted to histones and also prevents deacetylation of other proteins, supporting their wide biological actions. The HuT78 cell line is recognized as a key tool to support and understand cutaneous T-cell lymphoma (CTCL) biology and was used as a predictive model since HDACi such as Vorinostat and Panobinostat have both demonstrated apoptotic activities in HuT78 cells and in primary blood CTCL cells. In this study, Quisinostat (JNJ-26481585) a novel second-generation HDACi with highest potency for HDAC1, was tested on HuT78 cell line. Quantitative mass spectrometry (MS)-based proteomics after acetylated-lysine peptide enrichment and a targeted antibody-based immunoassay (DigiWest) were used as complementary technologies to assess the modifications of the acetylated proteome. As expected, several acetylated lysines of histones were increased by the HDACi. Additional acetylated non-histone proteins were modulated after treatment with Quisinostat including the nucleolin (a major nucleolar protein), the replication protein A 70 kDa DNA-binding subunit, the phosphoglycerate kinase 1, the stress-70 protein, the proto-oncogene Myc and the serine hydroxymethyltransferase. A better knowledge of histone and non-histone acetylated protein profile after Quisinostat treatment can strongly support the understanding of non-clinical and clinical results of this HDACi. These technological tools can also help in designing new HDACis in a pharmaceutical drug discovery program. SIGNIFICANCE A better knowledge of histone and non-histone acetylated protein profile after HDAC inhibitors (HDACis) treatment can strongly support the understanding of non-clinical and clinical investigations in a pharmaceutical drug discovery program. Relative quantification using mass spectrometry -based proteomics after acetylated-lysine peptide enrichment and a targeted antibody-based immunoassay (DigiWest) are proposed as complementary technologies to assess the modifications of the acetylated proteome. Quisinostat (JNJ-26481585) a novel second-generation HDACi with highest potency for HDAC1 was better characterized in vitro in HuT78 cells to support and understand cutaneous T-cell lymphoma (CTCL) therapeutic research program.
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Affiliation(s)
- Bruno Méhul
- Galderma, Nestlé Skin Health R & D, 2400, route des Colles, 06410 Biot, France.
| | - Agnes Perrin
- Galderma, Nestlé Skin Health R & D, 2400, route des Colles, 06410 Biot, France
| | - Karine Grisendi
- Galderma, Nestlé Skin Health R & D, 2400, route des Colles, 06410 Biot, France
| | | | - Loïc Dayon
- Proteomics, Nestlé Institute of Health Sciences, 1015 Lausanne, Switzerland
| | - Corinne Ménigot
- Galderma, Nestlé Skin Health R & D, 2400, route des Colles, 06410 Biot, France
| | - Yves Rival
- Galderma, Nestlé Skin Health R & D, 2400, route des Colles, 06410 Biot, France
| | - Johannes J Voegel
- Galderma, Nestlé Skin Health R & D, 2400, route des Colles, 06410 Biot, France
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Zhang W, Zuo Z, Huang X, Liu J, Jin G, Su D. Identification of endothelial selectin as a potential prognostic marker in breast cancer. Oncol Lett 2018; 15:9908-9916. [PMID: 29928363 PMCID: PMC6004648 DOI: 10.3892/ol.2018.8570] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 04/19/2018] [Indexed: 12/21/2022] Open
Abstract
Endothelial selectin (ELAM1 or CD62E) has been previously reported as being associated with the prognosis of multiple types of cancer. However, its prognostic value in breast cancer (BC) remains unclear. The aim of the present study was to investigate the prognostic value of ELAM1 mRNA expression in BC tissue. The prognostic value of ELAM1 mRNA was assessed in patients with BC using the Kaplan-Meier plotter (KM-plot) database. The KM-plot generated updated ELAM1 mRNA expression data and survival analysis from a total of 3,951 patients with BC, gathered from 35 datasets. Low expression of ELAM1 mRNA was correlated with a poorer overall survival in 1,402 patients with BC followed for 20 years [hazard ratio (HR), 0.71; 95% confidence interval (CI), 0.57–0.88; log-rank P=0.0016]. Low expression of ELAM1 was also correlated with poorer relapse-free survival (HR, 0.69; 95% CI, 0.62–0.77; log-rank P=2.2e-11) in 3,951 patients and poorer distant metastasis-free survival (HR, 0.79; 95% CI, 0.65–0.96; log-rank P=0.02) in 1,746 patients with BC followed for 20 years. Results from the Metabolic gEne RApid visualizer database indicated that ELAM1 mRNA expression was elevated in normal tissue. The results of the present study suggest that ELAM1 mRNA is a potential prognostic and metastatic marker in patients with BC.
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Affiliation(s)
- Wei Zhang
- Department of Radiology, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Zhichao Zuo
- Department of Radiology, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Xiangyang Huang
- Department of Radiology, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Junjie Liu
- Department of Ultrasound, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Guanqiao Jin
- Department of Radiology, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Danke Su
- Department of Radiology, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
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Pan Y, Zhang H, Zhang M, Zhu J, Yu J, Wang B, Qiu J, Zhang J. A five-gene based risk score with high prognostic value in colorectal cancer. Oncol Lett 2017; 14:6724-6734. [PMID: 29344121 PMCID: PMC5754913 DOI: 10.3892/ol.2017.7097] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Accepted: 08/31/2017] [Indexed: 12/13/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most frequently occurring malignancies worldwide. The outcomes of patients with similar clinical symptoms or at similar pathological stages remain unpredictable. This inherent clinical diversity is most likely due to the genetic heterogeneity. The present study aimed to create a predicting tool to evaluate patient survival based on genetic profile. Firstly, three Gene Expression Omnibus (GEO) datasets (GSE9348, GSE44076 and GSE44861) were utilized to identify and validate differentially expressed genes (DEGs) in CRC. The GSE14333 dataset containing survival information was then introduced in order to screen and verify prognosis-associated genes. Of the 66 DEGs, the present study screened out 46 biomarkers closely associated to patient overall survival. By Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analysis, it was demonstrated that these genes participated in multiple biological processes which were highly associated with cancer proliferation, drug-resistance and metastasis, thus further affecting patient survival. The five most important genes, MET proto-oncogene, receptor tyrosine kinase, carboxypeptidase M, serine hydroxymethyltransferase 2, guanylate cyclase activator 2B and sodium voltage-gated channel a subunit 9 were selected by a random survival forests algorithm, and were further made up to a linear risk score formula by multivariable cox regression. Finally, the present study tested and verified this risk score within three independent GEO datasets (GSE14333, GSE17536 and GSE29621), and observed that patients with a high risk score had a lower overall survival (P<0.05). Furthermore, this risk score was the most significant compared with other predicting factors including age and American Joint Committee on Cancer stage, in the model, and was able to predict patient survival independently and directly. The findings suggest that this survival associated DEGs-based risk score is a powerful and accurate prognostic tool and is promisingly implemented in a clinical setting.
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Affiliation(s)
- Yida Pan
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Hongyang Zhang
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Mingming Zhang
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Nanjing University, Nanjing 210008, P.R. China
| | - Jie Zhu
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Jianghong Yu
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China.,Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, P.R. China
| | - Bangting Wang
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Jigang Qiu
- Department of General Surgery, Huadong Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Jun Zhang
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
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30
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Wu M, Wanggou S, Li X, Liu Q, Xie Y. Overexpression of mitochondrial serine hydroxyl-methyltransferase 2 is associated with poor prognosis and promotes cell proliferation and invasion in gliomas. Onco Targets Ther 2017; 10:3781-3788. [PMID: 28794642 PMCID: PMC5538688 DOI: 10.2147/ott.s130409] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Mitochondrial serine hydroxyl-methyltransferase 2 (SHMT2), participating in the synthesis of mitochondrial thymidine monophosphate, has been reported to drive glioma cell survival in ischemia. However, its clinical relevance in gliomas remains unclear. In the current study, immunohistochemistry was performed to examine subcellular localization and expression levels of SHMT2 protein in glioma and non-neoplastic brain tissue specimens. Then, the associations of SHMT2 expression with various clinicopathological features and patients’ prognosis were statistically evaluated. The roles of SHMT2 in the proliferation and invasion of glioma cells after siRNA-SHMT2 vector transfection were also detected by cell counting kit-8 and transwell assays, respectively. Results showed that SHMT2 immunostaining was predominantly localized in the cellular cytoplasm of tumor cells in glioma tissues but weakly in non-neoplastic brain tissues. Statistically, SHMT2 protein expression was significantly higher in glioma tissues than in non-neoplastic brain tissues (P<0.001). In addition, SHMT2 overexpression more frequently occurred in glioma patients with an advanced grade of malignancy (P<0.001) and poor prognosis (P=0.001). Notably, multivariate analysis based on a Cox regression model identified SHMT2 expression as an independent prognostic factor for glioma patients (P=0.01). Functionally, SHMT2 knockdown efficiently suppressed the proliferation (P=0.02) and invasion (P<0.001) of glioma cells in vitro. In conclusion, our findings suggest that SHMT2 may function as an oncogene in glioma development and progression. Clinically, SHMT2 may serve as a prognostic factor and as a potential therapeutic target for human gliomas.
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Affiliation(s)
- Ming Wu
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Siyi Wanggou
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Xuejun Li
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Qing Liu
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Yuanyang Xie
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
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Mitochondrial serine hydroxymethyltransferase 2 is a potential diagnostic and prognostic biomarker for human glioma. Clin Neurol Neurosurg 2017; 154:28-33. [PMID: 28107674 DOI: 10.1016/j.clineuro.2017.01.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 12/28/2016] [Accepted: 01/07/2017] [Indexed: 11/21/2022]
Abstract
OBJECTIVE Scholars have gradually come to appreciate the relevance of serine and glycine metabolism. Recently, researchers have discovered that mitochondrial serine hydroxymethyltransferase 2 (SHMT2) is overexpressed in various types of cancer. However, the function of SHMT2 in glioma is not clear. In this study, we sought to examine the expression of SHMT2 in glioma, the association between SHMT2 expression and clinicopathological characteristics, and the association of SHMT2 expression with prognosis in glioma patients. METHODS We evaluated the expression of SHMT2, Ki67, O-6-methylguanine-DNA methyltransferase (MGMT), and Glutathione S Transferase pi (GST-pi) in 150 glioma patients using immunohistochemistry assays. The associations among the expression of SHMT2, clinicopathological parameters, and outcome of glioma patients were statistically analysed. RESULTS The expression of SHMT2 was increased in gliomas compared to normal brain tissue and gradually increased with increasing WHO grade. The SHMT2 expression was positively correlated with Ki67 expression and WHO degree (p<0.01) but was not correlated with other clinicopathological parameters, including sex, age, Karnofsky Performance Status (KPS), tumour diameter, MGMT, and GST-pi (p>0.05). Kaplan-Meier survival curves and Cox regression analyses showed that SHMT2 expression and the WHO grade were independent prognostic indicators for glioma patients. CONCLUSION The expression of SHMT2 in glioma was significantly increased compared to normal brain tissue. SHMT2 promoted tumour proliferation, and there was no association between SHMT2 and drug resistance mechanisms of glioma. SHMT2 may be a novel and valuable biomarker for the diagnosis of glioma and an independent prognostic parameter of glioma.
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