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Nazer N, Sepehri MH, Mohammadzade H, Mehrmohamadi M. A novel approach toward optimal workflow selection for DNA methylation biomarker discovery. BMC Bioinformatics 2024; 25:37. [PMID: 38262949 PMCID: PMC10804576 DOI: 10.1186/s12859-024-05658-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 01/15/2024] [Indexed: 01/25/2024] Open
Abstract
DNA methylation is a major epigenetic modification involved in many physiological processes. Normal methylation patterns are disrupted in many diseases and methylation-based biomarkers have shown promise in several contexts. Marker discovery typically involves the analysis of publicly available DNA methylation data from high-throughput assays. Numerous methods for identification of differentially methylated biomarkers have been developed, making the need for best practices guidelines and context-specific analyses workflows exceedingly high. To this end, here we propose TASA, a novel method for simulating methylation array data in various scenarios. We then comprehensively assess different data analysis workflows using real and simulated data and suggest optimal start-to-finish analysis workflows. Our study demonstrates that the choice of analysis pipeline for DNA methylation-based marker discovery is crucial and different across different contexts.
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Affiliation(s)
- Naghme Nazer
- Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
| | | | - Hoda Mohammadzade
- Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
| | - Mahya Mehrmohamadi
- Department of Biotechnology, College of Science, University of Tehran, Tehran, Iran.
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2
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Esfahani MS, Hamilton EG, Mehrmohamadi M, Nabet BY, Alig SK, King DA, Steen CB, Macaulay CW, Schultz A, Nesselbush MC, Soo J, Schroers-Martin JG, Chen B, Binkley MS, Stehr H, Chabon JJ, Sworder BJ, Hui ABY, Frank MJ, Moding EJ, Liu CL, Newman AM, Isbell JM, Rudin CM, Li BT, Kurtz DM, Diehn M, Alizadeh AA. Inferring gene expression from cell-free DNA fragmentation profiles. Nat Biotechnol 2022; 40:585-597. [PMID: 35361996 PMCID: PMC9337986 DOI: 10.1038/s41587-022-01222-4] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 01/14/2022] [Indexed: 02/07/2023]
Abstract
Profiling of circulating tumor DNA (ctDNA) in the bloodstream shows promise for noninvasive cancer detection. Chromatin fragmentation features have previously been explored to infer gene expression profiles from cell-free DNA (cfDNA), but current fragmentomic methods require high concentrations of tumor-derived DNA and provide limited resolution. Here we describe promoter fragmentation entropy as an epigenomic cfDNA feature that predicts RNA expression levels at individual genes. We developed 'epigenetic expression inference from cell-free DNA-sequencing' (EPIC-seq), a method that uses targeted sequencing of promoters of genes of interest. Profiling 329 blood samples from 201 patients with cancer and 87 healthy adults, we demonstrate classification of subtypes of lung carcinoma and diffuse large B cell lymphoma. Applying EPIC-seq to serial blood samples from patients treated with PD-(L)1 immune-checkpoint inhibitors, we show that gene expression profiles inferred by EPIC-seq are correlated with clinical response. Our results indicate that EPIC-seq could enable noninvasive, high-throughput tissue-of-origin characterization with diagnostic, prognostic and therapeutic potential.
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Affiliation(s)
- Mohammad Shahrokh Esfahani
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.,Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA.,Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Emily G. Hamilton
- Program in Cancer Biology, Stanford School of Medicine, Stanford, CA, USA
| | - Mahya Mehrmohamadi
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.,Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA
| | - Barzin Y. Nabet
- Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA.,Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Stefan K. Alig
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Daniel A. King
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Chloé B. Steen
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.,Institute for Stem Cell Biology and Regenerative Medicine, Stanford School of Medicine, Stanford, CA, USA.,Department of Biomedical Informatics, Stanford School of Medicine, Stanford, CA, USA
| | - Charles W. Macaulay
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Andre Schultz
- Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | | | - Joanne Soo
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Joseph G. Schroers-Martin
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.,Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Binbin Chen
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Michael S. Binkley
- Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA
| | - Henning Stehr
- Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Jacob J. Chabon
- Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA
| | - Brian J. Sworder
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Angela B-Y Hui
- Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA
| | - Matthew J. Frank
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Everett J. Moding
- Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA
| | - Chih Long Liu
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Aaron M. Newman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford School of Medicine, Stanford, CA, USA.,Department of Biomedical Informatics, Stanford School of Medicine, Stanford, CA, USA
| | - James M. Isbell
- Thoracic Surgery Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine, New York, NY, USA
| | - Charles M. Rudin
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Bob T. Li
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David M. Kurtz
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.,Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford School of Medicine, Stanford, CA, USA.,Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA.,Institute for Stem Cell Biology and Regenerative Medicine, Stanford School of Medicine, Stanford, CA, USA.,Correspondence and requests for materials should be addressed to Maximilian Diehn or Ash A. Alizadeh, ;
| | - Ash A. Alizadeh
- Divisions of Oncology and of Hematology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.,Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA.,Institute for Stem Cell Biology and Regenerative Medicine, Stanford School of Medicine, Stanford, CA, USA.,Correspondence and requests for materials should be addressed to Maximilian Diehn or Ash A. Alizadeh, ;
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3
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Amirifar P, Mehrmohamadi M, Ranjouri MR, Akrami SM, Rezaei N, Saberi A, Yazdani R, Abolhassani H, Aghamohammadi A. Genetic Risk Variants for Class Switching Recombination Defects in Ataxia-Telangiectasia Patients. J Clin Immunol 2021; 42:72-84. [PMID: 34628594 PMCID: PMC8821084 DOI: 10.1007/s10875-021-01147-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 09/27/2021] [Indexed: 11/04/2022]
Abstract
Background Ataxia-telangiectasia (A-T) is a rare autosomal recessive disorder caused by mutations in the ataxia telangiectasia mutated (ATM) gene. A-T patients manifest considerable variability in clinical and immunological features, suggesting the presence of genetic modifying factors. A striking heterogeneity has been observed in class switching recombination (CSR) in A-T patients which cannot be explained by the severity of ATM mutations. Methods To investigate the cause of variable CSR in A-T patients, we applied whole-exome sequencing (WES) in 20 A-T patients consisting of 10 cases with CSR defect (CSR-D) and 10 controls with normal CSR (CSR-N). Comparative analyses on modifier variants found in the exomes of these two groups of patients were performed. Results For the first time, we identified some variants in the exomes of the CSR-D group that were significantly associated with antigen processing and presentation pathway. Moreover, in this group of patients, the variants in four genes involved in DNA double-strand breaks (DSB) repair signaling, in particular, XRCC3 were observed, suggesting an association with CSR defect. Conclusion Additional impact of certain variants, along with ATM mutations, may explain the heterogeneity in CSR defect phenotype among A-T patients. It can be concluded that genetic modulators play an important role in the course of A-T disease and its clinical severity. Supplementary Information The online version contains supplementary material available at 10.1007/s10875-021-01147-8.
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Affiliation(s)
- Parisa Amirifar
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.,Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Mahya Mehrmohamadi
- Department of Biotechnology, College of Science, University of Tehran, Tehran, Iran
| | - Mohammad Reza Ranjouri
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Seyed Mohammad Akrami
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Nima Rezaei
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran.,Primary Immunodeficiency Diseases Network (PIDNet), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Ali Saberi
- Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
| | - Reza Yazdani
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran.,Primary Immunodeficiency Diseases Network (PIDNet), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Hassan Abolhassani
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran. .,Division of Clinical Immunology, Department of Biosciences and Nutrition, NEO, Karolinska Institute, Blickagangen 16, 14157, Stockholm, Sweden. .,Division of Clinical Immunology, Department of Laboratory Medicine, Karolinska Institute at Karolinska University Hospital Huddinge, Stockholm, Sweden.
| | - Asghar Aghamohammadi
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran. .,Children's Medical Center Hospital, 62 Qarib St., Keshavarz Blvd, 14194, Tehran, Iran.
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4
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Amirifar P, Ranjouri MR, Pashangzadeh S, Lavin M, Yazdani R, Moeini Shad T, Mehrmohamadi M, Salami F, Delavari S, Moamer S, Aghamohammadi A, Akrami SM, Abolhassani H. The spectrum of ATM gene mutations in Iranian patients with ataxia-telangiectasia. Pediatr Allergy Immunol 2021; 32:1316-1326. [PMID: 33547824 DOI: 10.1111/pai.13461] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/19/2021] [Accepted: 01/26/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Ataxia-telangiectasia (A-T) is a rare genetic disorder characterized by a distinct range of clinical manifestations, including progressive ataxia, immunodeficiency, and radiosensitivity. METHODS Clinical data, laboratory results, and genetic data were collected from forty-three A-T patients. Whole-exome sequencing and Sanger sequencing were done for the patients clinically diagnosed as suffering from A-T. Based on the phenotype severity of the disease, patients were divided into severe and mild subgroups. RESULTS The median (IQR) age of diagnosis in this cohort was 5 (3-7) years, and various types of clinical manifestations, including fever (P =.005), lower respiratory tract infection (P = .033), diarrhea (P = .014), and hepatosplenomegaly (P = .032), were significantly higher among patients diagnosed with the severe phenotype. Our results showed a correlation between phenotype severity and mutation type. The chance of having severe phenotype in patients who have severe mutations, including frameshift and nonsense, was 7.3 times higher than in patients who were categorized in the mild genotype group (odds ratio = 7.3, P = .006). Thirty-four types of mutations including 9 novel mutations were observed in our study. CONCLUSION Molecular analysis provides the opportunity for accurate diagnosis and timely management in A-T patients with chronic progressive disease, especially infections and the risk of malignancies. This study characterizes for the first time the broad spectrum of mutations and phenotypes in Iranian A-T patients, which is required for carrier detection and reducing the burden of disease in the future using the patients' families and for the public healthcare system.
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Affiliation(s)
- Parisa Amirifar
- Department of Medical Genetics, School of Medicine, Tehran University of medical sciences, Tehran, Iran.,Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Mohammad Reza Ranjouri
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Salar Pashangzadeh
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Martin Lavin
- University of Queensland Centre for Clinical Research (UQCCR), University of Queensland, Brisbane, QLD, Australia
| | - Reza Yazdani
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Tannaz Moeini Shad
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran.,Department of Immunology, Semnan University of Medical Sciences, Semnan, Iran
| | - Mahya Mehrmohamadi
- Department of Biotechnology, College of Science, University of Tehran, Tehran, Iran
| | - Fereshte Salami
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Samaneh Delavari
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Soraya Moamer
- School of Public Health, Student Research Committee, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Asghar Aghamohammadi
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran
| | - Seyed Mohammad Akrami
- Department of Medical Genetics, School of Medicine, Tehran University of medical sciences, Tehran, Iran
| | - Hassan Abolhassani
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Science, Tehran, Iran.,Division of Clinical Immunology, Department of Laboratory Medicine, Karolinska Institute at Karolinska University Hospital Huddinge, Stockholm, Sweden
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5
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Mehrmohamadi M, Sepehri MH, Nazer N, Norouzi MR. A Comparative Overview of Epigenomic Profiling Methods. Front Cell Dev Biol 2021; 9:714687. [PMID: 34368164 PMCID: PMC8340004 DOI: 10.3389/fcell.2021.714687] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 06/30/2021] [Indexed: 11/13/2022] Open
Abstract
In the past decade, assays that profile different aspects of the epigenome have grown exponentially in number and variation. However, standard guidelines for researchers to choose between available tools depending on their needs are lacking. Here, we introduce a comprehensive collection of the most commonly used bulk and single-cell epigenomic assays and compare and contrast their strengths and weaknesses. We summarize some of the most important technical and experimental parameters that should be considered for making an appropriate decision when designing epigenomic experiments.
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Affiliation(s)
- Mahya Mehrmohamadi
- Department of Biotechnology, College of Science, University of Tehran, Tehran, Iran
| | | | - Naghme Nazer
- Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
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Mehrmohamadi M, Jeong SH, Locasale JW. Molecular features that predict the response to antimetabolite chemotherapies. Cancer Metab 2017; 5:8. [PMID: 29026541 PMCID: PMC5627437 DOI: 10.1186/s40170-017-0170-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 09/18/2017] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Antimetabolite chemotherapeutic agents that target cellular metabolism are widely used in the clinic and are thought to exert their anti-cancer effects mainly through non-specific cytotoxic effects. However, patients vary dramatically with respect to treatment outcome, and the sources of heterogeneity remain largely unknown. METHODS Here, we introduce a computational method for identifying gene expression signatures of response to chemotherapies and apply it to human tumors and cancer cell lines. Furthermore, we characterize a set of 17 antimetabolite agents in various contexts to investigate determinants of sensitivity to these agents. RESULTS We identify distinct favorable and unfavorable metabolic expression signatures for 5-FU and Gemcitabine. Importantly, we find that metabolic pathways targeted by each of these antimetabolites are specifically enriched in its expression signatures. We provide evidence against the common notion about non-specific cytotoxic functions of antimetabolite drugs. CONCLUSIONS This study demonstrates through unbiased analyses that the activities of metabolic pathways likely contribute to therapeutic response.
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Affiliation(s)
- Mahya Mehrmohamadi
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710 USA.,Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710 USA.,Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710 USA.,Department of Molecular Biology and Genetics, Field of Genetics, Genomics and Development, Cornell University, Ithaca, NY 14853 USA
| | - Seong Ho Jeong
- Department of Molecular Biology and Genetics, Field of Genetics, Genomics and Development, Cornell University, Ithaca, NY 14853 USA
| | - Jason W Locasale
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710 USA.,Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710 USA.,Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710 USA
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7
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Liberti MV, Dai Z, Wardell SE, Baccile JA, Liu X, Gao X, Baldi R, Mehrmohamadi M, Johnson MO, Madhukar NS, Shestov AA, Chio IIC, Elemento O, Rathmell JC, Schroeder FC, McDonnell DP, Locasale JW. A Predictive Model for Selective Targeting of the Warburg Effect through GAPDH Inhibition with a Natural Product. Cell Metab 2017; 26:648-659.e8. [PMID: 28918937 PMCID: PMC5629112 DOI: 10.1016/j.cmet.2017.08.017] [Citation(s) in RCA: 124] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 04/25/2017] [Accepted: 08/18/2017] [Indexed: 01/09/2023]
Abstract
Targeted cancer therapies that use genetics are successful, but principles for selectively targeting tumor metabolism that is also dependent on the environment remain unknown. We now show that differences in rate-controlling enzymes during the Warburg effect (WE), the most prominent hallmark of cancer cell metabolism, can be used to predict a response to targeting glucose metabolism. We establish a natural product, koningic acid (KA), to be a selective inhibitor of GAPDH, an enzyme we characterize to have differential control properties over metabolism during the WE. With machine learning and integrated pharmacogenomics and metabolomics, we demonstrate that KA efficacy is not determined by the status of individual genes, but by the quantitative extent of the WE, leading to a therapeutic window in vivo. Thus, the basis of targeting the WE can be encoded by molecular principles that extend beyond the status of individual genes.
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Affiliation(s)
- Maria V Liberti
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Ziwei Dai
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Suzanne E Wardell
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Joshua A Baccile
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | - Xiaojing Liu
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Xia Gao
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Robert Baldi
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Mahya Mehrmohamadi
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Marc O Johnson
- Department of Pathology, Microbiology, and Immunology, Vanderbilt Center for Immunobiology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Neel S Madhukar
- Department of Physiology and Biophysics, Meyer Cancer Center, Institute for Precision Medicine and Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Alexander A Shestov
- Molecular Imaging and Metabolomics Lab, Radiology Department, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Iok I Christine Chio
- Cold Spring Harbor Laboratory, Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Olivier Elemento
- Department of Physiology and Biophysics, Meyer Cancer Center, Institute for Precision Medicine and Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Jeffrey C Rathmell
- Department of Pathology, Microbiology, and Immunology, Vanderbilt Center for Immunobiology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Frank C Schroeder
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | - Donald P McDonnell
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Jason W Locasale
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA.
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8
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Salerno S, Mehrmohamadi M, Liberti MV, Wan M, Wells MT, Booth JG, Locasale JW. RRmix: A method for simultaneous batch effect correction and analysis of metabolomics data in the absence of internal standards. PLoS One 2017; 12:e0179530. [PMID: 28662051 PMCID: PMC5491020 DOI: 10.1371/journal.pone.0179530] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Accepted: 05/31/2017] [Indexed: 01/22/2023] Open
Abstract
With the surge of interest in metabolism and the appreciation of its diverse roles in numerous biomedical contexts, the number of metabolomics studies using liquid chromatography coupled to mass spectrometry (LC-MS) approaches has increased dramatically in recent years. However, variation that occurs independently of biological signal and noise (i.e. batch effects) in metabolomics data can be substantial. Standard protocols for data normalization that allow for cross-study comparisons are lacking. Here, we investigate a number of algorithms for batch effect correction and differential abundance analysis, and compare their performance. We show that linear mixed effects models, which account for latent (i.e. not directly measurable) factors, produce satisfactory results in the presence of batch effects without the need for internal controls or prior knowledge about the nature and sources of unwanted variation in metabolomics data. We further introduce an algorithm-RRmix-within the family of latent factor models and illustrate its suitability for differential abundance analysis in the presence of strong batch effects. Together this analysis provides a framework for systematically standardizing metabolomics data.
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Affiliation(s)
- Stephen Salerno
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Mahya Mehrmohamadi
- Department of Molecular Biology and Genetics, Field of Genomics, Genetics and Development, Cornell University, Ithaca, New York, United States of America
- Duke Cancer Institute, Duke Molecular Physiology Institute and Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Maria V. Liberti
- Duke Cancer Institute, Duke Molecular Physiology Institute and Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina, United States of America
- Department of Molecular Biology and Genetics, Field of Biochemistry, Molecular, and Cell Biology, Cornell University, Ithaca, New York, United States of America
| | - Muting Wan
- Department of Statistical Science, Cornell University, Ithaca, New York, United States of America
| | - Martin T. Wells
- Department of Statistical Science, Cornell University, Ithaca, New York, United States of America
| | - James G. Booth
- Department of Statistical Science, Cornell University, Ithaca, New York, United States of America
| | - Jason W. Locasale
- Department of Molecular Biology and Genetics, Field of Genomics, Genetics and Development, Cornell University, Ithaca, New York, United States of America
- Duke Cancer Institute, Duke Molecular Physiology Institute and Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina, United States of America
- Department of Molecular Biology and Genetics, Field of Biochemistry, Molecular, and Cell Biology, Cornell University, Ithaca, New York, United States of America
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Block KI, Gyllenhaal C, Lowe L, Amedei A, Amin ARMR, Amin A, Aquilano K, Arbiser J, Arreola A, Arzumanyan A, Ashraf SS, Azmi AS, Benencia F, Bhakta D, Bilsland A, Bishayee A, Blain SW, Block PB, Boosani CS, Carey TE, Carnero A, Carotenuto M, Casey SC, Chakrabarti M, Chaturvedi R, Chen GZ, Chen H, Chen S, Chen YC, Choi BK, Ciriolo MR, Coley HM, Collins AR, Connell M, Crawford S, Curran CS, Dabrosin C, Damia G, Dasgupta S, DeBerardinis RJ, Decker WK, Dhawan P, Diehl AME, Dong JT, Dou QP, Drew JE, Elkord E, El-Rayes B, Feitelson MA, Felsher DW, Ferguson LR, Fimognari C, Firestone GL, Frezza C, Fujii H, Fuster MM, Generali D, Georgakilas AG, Gieseler F, Gilbertson M, Green MF, Grue B, Guha G, Halicka D, Helferich WG, Heneberg P, Hentosh P, Hirschey MD, Hofseth LJ, Holcombe RF, Honoki K, Hsu HY, Huang GS, Jensen LD, Jiang WG, Jones LW, Karpowicz PA, Keith WN, Kerkar SP, Khan GN, Khatami M, Ko YH, Kucuk O, Kulathinal RJ, Kumar NB, Kwon BS, Le A, Lea MA, Lee HY, Lichtor T, Lin LT, Locasale JW, Lokeshwar BL, Longo VD, Lyssiotis CA, MacKenzie KL, Malhotra M, Marino M, Martinez-Chantar ML, Matheu A, Maxwell C, McDonnell E, Meeker AK, Mehrmohamadi M, Mehta K, Michelotti GA, Mohammad RM, Mohammed SI, Morre DJ, Muralidhar V, Muqbil I, Murphy MP, Nagaraju GP, Nahta R, Niccolai E, Nowsheen S, Panis C, Pantano F, Parslow VR, Pawelec G, Pedersen PL, Poore B, Poudyal D, Prakash S, Prince M, Raffaghello L, Rathmell JC, Rathmell WK, Ray SK, Reichrath J, Rezazadeh S, Ribatti D, Ricciardiello L, Robey RB, Rodier F, Rupasinghe HPV, Russo GL, Ryan EP, Samadi AK, Sanchez-Garcia I, Sanders AJ, Santini D, Sarkar M, Sasada T, Saxena NK, Shackelford RE, Shantha Kumara HMC, Sharma D, Shin DM, Sidransky D, Siegelin MD, Signori E, Singh N, Sivanand S, Sliva D, Smythe C, Spagnuolo C, Stafforini DM, Stagg J, Subbarayan PR, Sundin T, Talib WH, Thompson SK, Tran PT, Ungefroren H, Vander Heiden MG, Venkateswaran V, Vinay DS, Vlachostergios PJ, Wang Z, Wellen KE, Whelan RL, Yang ES, Yang H, Yang X, Yaswen P, Yedjou C, Yin X, Zhu J, Zollo M. Designing a broad-spectrum integrative approach for cancer prevention and treatment. Semin Cancer Biol 2016; 35 Suppl:S276-S304. [PMID: 26590477 DOI: 10.1016/j.semcancer.2015.09.007] [Citation(s) in RCA: 190] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Revised: 08/12/2015] [Accepted: 09/14/2015] [Indexed: 12/14/2022]
Abstract
Targeted therapies and the consequent adoption of "personalized" oncology have achieved notable successes in some cancers; however, significant problems remain with this approach. Many targeted therapies are highly toxic, costs are extremely high, and most patients experience relapse after a few disease-free months. Relapses arise from genetic heterogeneity in tumors, which harbor therapy-resistant immortalized cells that have adopted alternate and compensatory pathways (i.e., pathways that are not reliant upon the same mechanisms as those which have been targeted). To address these limitations, an international task force of 180 scientists was assembled to explore the concept of a low-toxicity "broad-spectrum" therapeutic approach that could simultaneously target many key pathways and mechanisms. Using cancer hallmark phenotypes and the tumor microenvironment to account for the various aspects of relevant cancer biology, interdisciplinary teams reviewed each hallmark area and nominated a wide range of high-priority targets (74 in total) that could be modified to improve patient outcomes. For these targets, corresponding low-toxicity therapeutic approaches were then suggested, many of which were phytochemicals. Proposed actions on each target and all of the approaches were further reviewed for known effects on other hallmark areas and the tumor microenvironment. Potential contrary or procarcinogenic effects were found for 3.9% of the relationships between targets and hallmarks, and mixed evidence of complementary and contrary relationships was found for 7.1%. Approximately 67% of the relationships revealed potentially complementary effects, and the remainder had no known relationship. Among the approaches, 1.1% had contrary, 2.8% had mixed and 62.1% had complementary relationships. These results suggest that a broad-spectrum approach should be feasible from a safety standpoint. This novel approach has potential to be relatively inexpensive, it should help us address stages and types of cancer that lack conventional treatment, and it may reduce relapse risks. A proposed agenda for future research is offered.
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Affiliation(s)
- Keith I Block
- Block Center for Integrative Cancer Treatment, Skokie, IL, United States.
| | | | - Leroy Lowe
- Getting to Know Cancer, Truro, Nova Scotia, Canada; Lancaster Environment Centre, Lancaster University, Bailrigg, Lancaster, United Kingdom.
| | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - A R M Ruhul Amin
- Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | - Amr Amin
- Department of Biology, College of Science, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Katia Aquilano
- Department of Biology, University of Rome "Tor Vergata", Rome, Italy
| | - Jack Arbiser
- Winship Cancer Institute of Emory University, Atlanta, GA, United States; Atlanta Veterans Administration Medical Center, Atlanta, GA, United States; Department of Dermatology, Emory University School of Medicine, Emory University, Atlanta, GA, United States
| | - Alexandra Arreola
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, United States
| | - Alla Arzumanyan
- Department of Biology, Temple University, Philadelphia, PA, United States
| | - S Salman Ashraf
- Department of Chemistry, College of Science, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Asfar S Azmi
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, United States
| | - Fabian Benencia
- Department of Biomedical Sciences, Ohio University, Athens, OH, United States
| | - Dipita Bhakta
- School of Chemical and Bio Technology, SASTRA University, Thanjavur, Tamil Nadu, India
| | | | - Anupam Bishayee
- Department of Pharmaceutical Sciences, College of Pharmacy, Larkin Health Sciences Institute, Miami, FL, United States
| | - Stacy W Blain
- Department of Pediatrics, State University of New York, Downstate Medical Center, Brooklyn, NY, United States
| | - Penny B Block
- Block Center for Integrative Cancer Treatment, Skokie, IL, United States
| | - Chandra S Boosani
- Department of BioMedical Sciences, School of Medicine, Creighton University, Omaha, NE, United States
| | - Thomas E Carey
- Head and Neck Cancer Biology Laboratory, University of Michigan, Ann Arbor, MI, United States
| | - Amancio Carnero
- Instituto de Biomedicina de Sevilla, Consejo Superior de Investigaciones Cientificas, Seville, Spain
| | - Marianeve Carotenuto
- Centro di Ingegneria Genetica e Biotecnologia Avanzate, Naples, Italy; Department of Molecular Medicine and Medical Biotechnology, Federico II, Via Pansini 5, 80131 Naples, Italy
| | - Stephanie C Casey
- Stanford University, Division of Oncology, Department of Medicine and Pathology, Stanford, CA, United States
| | - Mrinmay Chakrabarti
- Department of Pathology, Microbiology, and Immunology, University of South Carolina, School of Medicine, Columbia, SC, United States
| | - Rupesh Chaturvedi
- School of Biotechnology, Jawaharlal Nehru University, New Delhi, India
| | - Georgia Zhuo Chen
- Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | - Helen Chen
- Department of Pediatrics, University of British Columbia, Michael Cuccione Childhood Cancer Research Program, Child and Family Research Institute, Vancouver, British Columbia, Canada
| | - Sophie Chen
- Ovarian and Prostate Cancer Research Laboratory, Guildford, Surrey, United Kingdom
| | - Yi Charlie Chen
- Department of Biology, Alderson Broaddus University, Philippi, WV, United States
| | - Beom K Choi
- Cancer Immunology Branch, Division of Cancer Biology, National Cancer Center, Goyang, Gyeonggi, Republic of Korea
| | | | - Helen M Coley
- Faculty of Health and Medical Sciences, University of Surrey, Guildford, Surrey, United Kingdom
| | - Andrew R Collins
- Department of Nutrition, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Marisa Connell
- Department of Pediatrics, University of British Columbia, Michael Cuccione Childhood Cancer Research Program, Child and Family Research Institute, Vancouver, British Columbia, Canada
| | - Sarah Crawford
- Cancer Biology Research Laboratory, Southern Connecticut State University, New Haven, CT, United States
| | - Colleen S Curran
- School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Charlotta Dabrosin
- Department of Oncology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Giovanna Damia
- Department of Oncology, Istituto Di Ricovero e Cura a Carattere Scientifico - Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy
| | - Santanu Dasgupta
- Department of Cellular and Molecular Biology, the University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | - Ralph J DeBerardinis
- Children's Medical Center Research Institute, University of Texas - Southwestern Medical Center, Dallas, TX, United States
| | - William K Decker
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, TX, United States
| | - Punita Dhawan
- Department of Surgery and Cancer Biology, Division of Surgical Oncology, Vanderbilt University School of Medicine, Nashville, TN, United States
| | - Anna Mae E Diehl
- Department of Medicine, Duke University Medical Center, Durham, NC, United States
| | - Jin-Tang Dong
- Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | - Q Ping Dou
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, United States
| | - Janice E Drew
- Rowett Institute of Nutrition and Health, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Eyad Elkord
- College of Medicine & Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Bassel El-Rayes
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA, United States
| | - Mark A Feitelson
- Department of Biology, Temple University, Philadelphia, PA, United States
| | - Dean W Felsher
- Stanford University, Division of Oncology, Department of Medicine and Pathology, Stanford, CA, United States
| | - Lynnette R Ferguson
- Discipline of Nutrition and Auckland Cancer Society Research Centre, University of Auckland, Auckland, New Zealand
| | - Carmela Fimognari
- Dipartimento di Scienze per la Qualità della Vita Alma Mater Studiorum-Università di Bologna, Rimini, Italy
| | - Gary L Firestone
- Department of Molecular & Cell Biology, University of California Berkeley, Berkeley, CA, United States
| | - Christian Frezza
- Medical Research Council Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Hiromasa Fujii
- Department of Orthopedic Surgery, Nara Medical University, Kashihara, Nara, Japan
| | - Mark M Fuster
- Medicine and Research Services, Veterans Affairs San Diego Healthcare System & University of California, San Diego, CA, United States
| | - Daniele Generali
- Department of Medical, Surgery and Health Sciences, University of Trieste, Trieste, Italy; Molecular Therapy and Pharmacogenomics Unit, Azienda Ospedaliera Istituti Ospitalieri di Cremona, Cremona, Italy
| | - Alexandros G Georgakilas
- Physics Department, School of Applied Mathematics and Physical Sciences, National Technical University of Athens, Athens, Greece
| | - Frank Gieseler
- First Department of Medicine, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | | | - Michelle F Green
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - Brendan Grue
- Departments of Environmental Science, Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Gunjan Guha
- School of Chemical and Bio Technology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - Dorota Halicka
- Department of Pathology, New York Medical College, Valhalla, NY, United States
| | | | - Petr Heneberg
- Charles University in Prague, Third Faculty of Medicine, Prague, Czech Republic
| | - Patricia Hentosh
- School of Medical Laboratory and Radiation Sciences, Old Dominion University, Norfolk, VA, United States
| | - Matthew D Hirschey
- Department of Medicine, Duke University Medical Center, Durham, NC, United States; Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - Lorne J Hofseth
- College of Pharmacy, University of South Carolina, Columbia, SC, United States
| | - Randall F Holcombe
- Tisch Cancer Institute, Mount Sinai School of Medicine, New York, NY, United States
| | - Kanya Honoki
- Department of Orthopedic Surgery, Nara Medical University, Kashihara, Nara, Japan
| | - Hsue-Yin Hsu
- Department of Life Sciences, Tzu-Chi University, Hualien, Taiwan
| | - Gloria S Huang
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
| | - Lasse D Jensen
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Wen G Jiang
- Cardiff University School of Medicine, Heath Park, Cardiff, United Kingdom
| | - Lee W Jones
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, United States
| | | | | | - Sid P Kerkar
- Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | | | - Mahin Khatami
- Inflammation and Cancer Research, National Cancer Institute (Retired), National Institutes of Health, Bethesda, MD, United States
| | - Young H Ko
- University of Maryland BioPark, Innovation Center, KoDiscovery, Baltimore, MD, United States
| | - Omer Kucuk
- Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | - Rob J Kulathinal
- Department of Biology, Temple University, Philadelphia, PA, United States
| | - Nagi B Kumar
- Moffitt Cancer Center, University of South Florida College of Medicine, Tampa, FL, United States
| | - Byoung S Kwon
- Cancer Immunology Branch, Division of Cancer Biology, National Cancer Center, Goyang, Gyeonggi, Republic of Korea; Department of Medicine, Tulane University Health Sciences Center, New Orleans, LA, United States
| | - Anne Le
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Michael A Lea
- New Jersey Medical School, Rutgers University, Newark, NJ, United States
| | - Ho-Young Lee
- College of Pharmacy, Seoul National University, South Korea
| | - Terry Lichtor
- Department of Neurosurgery, Rush University Medical Center, Chicago, IL, United States
| | - Liang-Tzung Lin
- Department of Microbiology and Immunology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Jason W Locasale
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, United States
| | - Bal L Lokeshwar
- Department of Medicine, Georgia Regents University Cancer Center, Augusta, GA, United States
| | - Valter D Longo
- Andrus Gerontology Center, Division of Biogerontology, University of Southern California, Los Angeles, CA, United States
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology and Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, United States
| | - Karen L MacKenzie
- Children's Cancer Institute Australia, Kensington, New South Wales, Australia
| | - Meenakshi Malhotra
- Department of Biomedical Engineering, McGill University, Montréal, Canada
| | - Maria Marino
- Department of Science, University Roma Tre, Rome, Italy
| | - Maria L Martinez-Chantar
- Metabolomic Unit, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Technology Park of Bizkaia, Bizkaia, Spain
| | | | - Christopher Maxwell
- Department of Pediatrics, University of British Columbia, Michael Cuccione Childhood Cancer Research Program, Child and Family Research Institute, Vancouver, British Columbia, Canada
| | - Eoin McDonnell
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - Alan K Meeker
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Mahya Mehrmohamadi
- Field of Genetics, Genomics, and Development, Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, United States
| | - Kapil Mehta
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Gregory A Michelotti
- Department of Medicine, Duke University Medical Center, Durham, NC, United States
| | - Ramzi M Mohammad
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, United States
| | - Sulma I Mohammed
- Department of Comparative Pathobiology, Purdue University Center for Cancer Research, West Lafayette, IN, United States
| | - D James Morre
- Mor-NuCo, Inc, Purdue Research Park, West Lafayette, IN, United States
| | - Vinayak Muralidhar
- Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, MA, United States; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Irfana Muqbil
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, United States
| | - Michael P Murphy
- MRC Mitochondrial Biology Unit, Wellcome Trust-MRC Building, Hills Road, Cambridge, United Kingdom
| | | | - Rita Nahta
- Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | | | - Somaira Nowsheen
- Medical Scientist Training Program, Mayo Graduate School, Mayo Medical School, Mayo Clinic, Rochester, MN, United States
| | - Carolina Panis
- Laboratory of Inflammatory Mediators, State University of West Paraná, UNIOESTE, Paraná, Brazil
| | - Francesco Pantano
- Medical Oncology Department, University Campus Bio-Medico, Rome, Italy
| | - Virginia R Parslow
- Discipline of Nutrition and Auckland Cancer Society Research Centre, University of Auckland, Auckland, New Zealand
| | - Graham Pawelec
- Center for Medical Research, University of Tübingen, Tübingen, Germany
| | - Peter L Pedersen
- Departments of Biological Chemistry and Oncology, Member at Large, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, United States
| | - Brad Poore
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Deepak Poudyal
- College of Pharmacy, University of South Carolina, Columbia, SC, United States
| | - Satya Prakash
- Department of Biomedical Engineering, McGill University, Montréal, Canada
| | - Mark Prince
- Department of Otolaryngology-Head and Neck, Medical School, University of Michigan, Ann Arbor, MI, United States
| | | | - Jeffrey C Rathmell
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - W Kimryn Rathmell
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, United States
| | - Swapan K Ray
- Department of Pathology, Microbiology, and Immunology, University of South Carolina, School of Medicine, Columbia, SC, United States
| | - Jörg Reichrath
- Center for Clinical and Experimental Photodermatology, Clinic for Dermatology, Venerology and Allergology, The Saarland University Hospital, Homburg, Germany
| | - Sarallah Rezazadeh
- Department of Biology, University of Rochester, Rochester, NY, United States
| | - Domenico Ribatti
- Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy & National Cancer Institute Giovanni Paolo II, Bari, Italy
| | - Luigi Ricciardiello
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - R Brooks Robey
- White River Junction Veterans Affairs Medical Center, White River Junction, VT, United States; Geisel School of Medicine at Dartmouth, Hanover, NH, United States
| | - Francis Rodier
- Centre de Rechercher du Centre Hospitalier de l'Université de Montréal and Institut du Cancer de Montréal, Montréal, Quebec, Canada; Université de Montréal, Département de Radiologie, Radio-Oncologie et Médicine Nucléaire, Montréal, Quebec, Canada
| | - H P Vasantha Rupasinghe
- Department of Environmental Sciences, Faculty of Agriculture and Department of Pathology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Gian Luigi Russo
- Institute of Food Sciences National Research Council, Avellino, Italy
| | - Elizabeth P Ryan
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, United States
| | | | - Isidro Sanchez-Garcia
- Experimental Therapeutics and Translational Oncology Program, Instituto de Biología Molecular y Celular del Cáncer, CSIC-Universidad de Salamanca, Salamanca, Spain
| | - Andrew J Sanders
- Cardiff University School of Medicine, Heath Park, Cardiff, United Kingdom
| | - Daniele Santini
- Medical Oncology Department, University Campus Bio-Medico, Rome, Italy
| | - Malancha Sarkar
- Department of Biology, University of Miami, Miami, FL, United States
| | - Tetsuro Sasada
- Department of Immunology, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Neeraj K Saxena
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Rodney E Shackelford
- Department of Pathology, Louisiana State University, Health Shreveport, Shreveport, LA, United States
| | - H M C Shantha Kumara
- Department of Surgery, St. Luke's Roosevelt Hospital, New York, NY, United States
| | - Dipali Sharma
- Department of Oncology, Johns Hopkins University School of Medicine and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, United States
| | - Dong M Shin
- Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | - David Sidransky
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Markus David Siegelin
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, United States
| | - Emanuela Signori
- National Research Council, Institute of Translational Pharmacology, Rome, Italy
| | - Neetu Singh
- Advanced Molecular Science Research Centre (Centre for Advanced Research), King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Sharanya Sivanand
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Daniel Sliva
- DSTest Laboratories, Purdue Research Park, Indianapolis, IN, United States
| | - Carl Smythe
- Department of Biomedical Science, Sheffield Cancer Research Centre, University of Sheffield, Sheffield, United Kingdom
| | - Carmela Spagnuolo
- Institute of Food Sciences National Research Council, Avellino, Italy
| | - Diana M Stafforini
- Huntsman Cancer Institute and Department of Internal Medicine, University of Utah, Salt Lake City, UT, United States
| | - John Stagg
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Faculté de Pharmacie et Institut du Cancer de Montréal, Montréal, Quebec, Canada
| | - Pochi R Subbarayan
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Tabetha Sundin
- Department of Molecular Diagnostics, Sentara Healthcare, Norfolk, VA, United States
| | - Wamidh H Talib
- Department of Clinical Pharmacy and Therapeutics, Applied Science University, Amman, Jordan
| | - Sarah K Thompson
- Department of Surgery, Royal Adelaide Hospital, Adelaide, Australia
| | - Phuoc T Tran
- Departments of Radiation Oncology & Molecular Radiation Sciences, Oncology and Urology, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Hendrik Ungefroren
- First Department of Medicine, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Matthew G Vander Heiden
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Vasundara Venkateswaran
- Department of Surgery, University of Toronto, Division of Urology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Dass S Vinay
- Section of Clinical Immunology, Allergy, and Rheumatology, Department of Medicine, Tulane University Health Sciences Center, New Orleans, LA, United States
| | - Panagiotis J Vlachostergios
- Department of Internal Medicine, New York University Lutheran Medical Center, Brooklyn, New York, NY, United States
| | - Zongwei Wang
- Department of Urology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Kathryn E Wellen
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Richard L Whelan
- Department of Surgery, St. Luke's Roosevelt Hospital, New York, NY, United States
| | - Eddy S Yang
- Department of Radiation Oncology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, United States
| | - Huanjie Yang
- The School of Life Science and Technology, Harbin Institute of Technology, Harbin, Heilongjiang, China
| | - Xujuan Yang
- University of Illinois at Urbana Champaign, Champaign, IL, United States
| | - Paul Yaswen
- Life Sciences Division, Lawrence Berkeley National Lab, Berkeley, CA, United States
| | - Clement Yedjou
- Department of Biology, Jackson State University, Jackson, MS, United States
| | - Xin Yin
- Medicine and Research Services, Veterans Affairs San Diego Healthcare System & University of California, San Diego, CA, United States
| | - Jiyue Zhu
- Washington State University College of Pharmacy, Spokane, WA, United States
| | - Massimo Zollo
- Centro di Ingegneria Genetica e Biotecnologia Avanzate, Naples, Italy; Department of Molecular Medicine and Medical Biotechnology, Federico II, Via Pansini 5, 80131 Naples, Italy
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Ser Z, Gao X, Johnson C, Mehrmohamadi M, Liu X, Li S, Locasale JW. Targeting One Carbon Metabolism with an Antimetabolite Disrupts Pyrimidine Homeostasis and Induces Nucleotide Overflow. Cell Rep 2016; 15:2367-76. [PMID: 27264180 DOI: 10.1016/j.celrep.2016.05.035] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Revised: 02/11/2016] [Accepted: 05/06/2016] [Indexed: 01/01/2023] Open
Abstract
Antimetabolites that affect nucleotide metabolism are frontline chemotherapy agents in several cancers and often successfully target one carbon metabolism. However, the precise mechanisms and resulting determinants of their therapeutic value are unknown. We show that 5-fluorouracil (5-FU), a commonly used antimetabolite therapeutic with varying efficacy, induces specific alterations to nucleotide metabolism by disrupting pyrimidine homeostasis. An integrative metabolomics analysis of the cellular response to 5-FU reveals intracellular uracil accumulation, whereas deoxyuridine levels exhibited increased flux into the extracellular space, resulting in an induction of overflow metabolism. Subsequent analysis from mice bearing colorectal tumors treated with 5-FU show specific secretion of metabolites in tumor-bearing mice into serum that results from alterations in nucleotide flux and reduction in overflow metabolism. Together, these findings identify a determinant of an antimetabolite response that may be exploited to more precisely define the tumors that could respond to targeting cancer metabolism.
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Affiliation(s)
- Zheng Ser
- Tri-Institutional Training Program in Chemical Biology, Weill Cornell Medical College, Rockefeller University, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Xia Gao
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Christelle Johnson
- Department of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA
| | - Mahya Mehrmohamadi
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA; Graduate Field of Genetics Genomics and Development, Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Xiaojing Liu
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Siqi Li
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Jason W Locasale
- Department of Pharmacology and Cancer Biology, Duke Cancer Institute, Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA.
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Mentch SJ, Mehrmohamadi M, Huang L, Liu X, Gupta D, Mattocks D, Gómez Padilla P, Ables G, Bamman MM, Thalacker-Mercer AE, Nichenametla SN, Locasale JW. Histone Methylation Dynamics and Gene Regulation Occur through the Sensing of One-Carbon Metabolism. Cell Metab 2015; 22:861-73. [PMID: 26411344 PMCID: PMC4635069 DOI: 10.1016/j.cmet.2015.08.024] [Citation(s) in RCA: 405] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Revised: 05/18/2015] [Accepted: 08/27/2015] [Indexed: 01/05/2023]
Abstract
S-adenosylmethionine (SAM) and S-adenosylhomocysteine (SAH) link one-carbon metabolism to methylation status. However, it is unknown whether regulation of SAM and SAH by nutrient availability can be directly sensed to alter the kinetics of key histone methylation marks. We provide evidence that the status of methionine metabolism is sufficient to determine levels of histone methylation by modulating SAM and SAH. This dynamic interaction led to rapid changes in H3K4me3, altered gene transcription, provided feedback regulation to one-carbon metabolism, and could be fully recovered upon restoration of methionine. Modulation of methionine in diet led to changes in metabolism and histone methylation in the liver. In humans, methionine variability in fasting serum was commensurate with concentrations needed for these dynamics and could be partly explained by diet. Together these findings demonstrate that flux through methionine metabolism and the sensing of methionine availability may allow direct communication to the chromatin state in cells.
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Affiliation(s)
- Samantha J Mentch
- Department of Molecular Biology and Genetics, Field of Biochemistry, Molecular, and Cell Biology, Cornell University, Ithaca, NY 14853, USA; Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Mahya Mehrmohamadi
- Department of Molecular Biology and Genetics, Field of Genomics, Genetics and Development, Cornell University, Ithaca, NY 14853, USA; Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Lei Huang
- Department of Biological Statistics and Computational Biology, Field of Computational Biology, Cornell University, Ithaca, NY 14853, USA
| | - Xiaojing Liu
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Diwakar Gupta
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Dwight Mattocks
- Orentreich Foundation for the Advancement of Science, Cold Spring, NY 10516, USA
| | | | - Gene Ables
- Orentreich Foundation for the Advancement of Science, Cold Spring, NY 10516, USA
| | - Marcas M Bamman
- UAB Center for Exercise Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | | | | | - Jason W Locasale
- Department of Molecular Biology and Genetics, Field of Biochemistry, Molecular, and Cell Biology, Cornell University, Ithaca, NY 14853, USA; Department of Molecular Biology and Genetics, Field of Genomics, Genetics and Development, Cornell University, Ithaca, NY 14853, USA; Department of Biological Statistics and Computational Biology, Field of Computational Biology, Cornell University, Ithaca, NY 14853, USA; Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA.
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Abstract
Serine and glycine have diverse biological functions but the general and context-dependent utilization of these nutrients in cancer is poorly understood. Our recent work integrates genomics data and isotope tracing using computational tools to study serine utilization across multiple cancer and normal human samples.
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Affiliation(s)
- Mahya Mehrmohamadi
- Field of Genomics, Genetics, and Development, Department of Molecular Biology and Genetics, Cornell University Ithaca NY 14853
| | - Jason W Locasale
- Field of Genomics, Genetics, and Development, Department of Molecular Biology and Genetics, Cornell University Ithaca NY 14853 ; Division of Nutritional Sciences, Cornell University Ithaca NY 14853
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13
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Mehrmohamadi M, Liu X, Shestov AA, Locasale JW. Characterization of the usage of the serine metabolic network in human cancer. Cell Rep 2014; 9:1507-19. [PMID: 25456139 DOI: 10.1016/j.celrep.2014.10.026] [Citation(s) in RCA: 109] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2014] [Revised: 09/25/2014] [Accepted: 10/11/2014] [Indexed: 10/24/2022] Open
Abstract
The serine, glycine, one-carbon (SGOC) metabolic network is implicated in cancer pathogenesis, but its general functions are unknown. We carried out a computational reconstruction of the SGOC network and then characterized its expression across thousands of cancer tissues. Pathways including methylation and redox metabolism exhibited heterogeneous expression indicating a strong context dependency of their usage in tumors. From an analysis of coexpression, simultaneous up- or downregulation of nucleotide synthesis, NADPH, and glutathione synthesis was found to be a common occurrence in all cancers. Finally, we developed a method to trace the metabolic fate of serine using stable isotopes, high-resolution mass spectrometry, and a mathematical model. Although the expression of single genes didn't appear indicative of flux, the collective expression of several genes in a given pathway allowed for successful flux prediction. Altogether, these findings identify expansive and heterogeneous functions for the SGOC metabolic network in human cancer.
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Affiliation(s)
- Mahya Mehrmohamadi
- Field of Genomics, Genetics, and Development, Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Xiaojing Liu
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA
| | | | - Jason W Locasale
- Field of Genomics, Genetics, and Development, Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA; Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA.
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14
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Affiliation(s)
- Jing Ren
- State Key Laboratory of Genetic Engineering and National Center for International Research of Development and Disease, Collaborative Innovation Center for Genetics and Development, Fudan-Yale Biomedical Research Center, Institute of Developmental Biology and Molecular Medicine, School of Life Sciences, Children's Hospital, Fudan University, Shanghai 200433, China
- Current address: State Key Laboratory of Dairy Biotechnology, Dairy Research Institute, Bright Dairy & Food Co., Ltd. Bldg. 2, No.1518, West Jiangchang Road, Shanghai 200436, China
| | - Huanhu Zhu
- State Key Laboratory of Genetic Engineering and National Center for International Research of Development and Disease, Collaborative Innovation Center for Genetics and Development, Fudan-Yale Biomedical Research Center, Institute of Developmental Biology and Molecular Medicine, School of Life Sciences, Children's Hospital, Fudan University, Shanghai 200433, China
| | - Chongwu Chi
- State Key Laboratory of Genetic Engineering and National Center for International Research of Development and Disease, Collaborative Innovation Center for Genetics and Development, Fudan-Yale Biomedical Research Center, Institute of Developmental Biology and Molecular Medicine, School of Life Sciences, Children's Hospital, Fudan University, Shanghai 200433, China
| | - Mahya Mehrmohamadi
- Howard Hughes Medical Institute, Department of Genetics, Yale University School of Medicine, New Haven, CT 06536, USA
| | - Kejing Deng
- State Key Laboratory of Genetic Engineering and National Center for International Research of Development and Disease, Collaborative Innovation Center for Genetics and Development, Fudan-Yale Biomedical Research Center, Institute of Developmental Biology and Molecular Medicine, School of Life Sciences, Children's Hospital, Fudan University, Shanghai 200433, China
| | - Xiaohui Wu
- State Key Laboratory of Genetic Engineering and National Center for International Research of Development and Disease, Collaborative Innovation Center for Genetics and Development, Fudan-Yale Biomedical Research Center, Institute of Developmental Biology and Molecular Medicine, School of Life Sciences, Children's Hospital, Fudan University, Shanghai 200433, China
| | - Tian Xu
- State Key Laboratory of Genetic Engineering and National Center for International Research of Development and Disease, Collaborative Innovation Center for Genetics and Development, Fudan-Yale Biomedical Research Center, Institute of Developmental Biology and Molecular Medicine, School of Life Sciences, Children's Hospital, Fudan University, Shanghai 200433, China
- Howard Hughes Medical Institute, Department of Genetics, Yale University School of Medicine, New Haven, CT 06536, USA
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