Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy

Abstract Background Metabolic programs in cancer cells are influenced by genotype and the tissue of origin. We have previously shown that central carbon metabolism is rewired in pancreatic ductal adenocarcinoma (PDA) to support proliferation through a glutamate oxaloacetate transaminase 1 (GOT1)-dep...

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Main Authors: Barbara S. Nelson, Lin Lin, Daniel M. Kremer, Cristovão M. Sousa, Cecilia Cotta-Ramusino, Amy Myers, Johanna Ramos, Tina Gao, Ilya Kovalenko, Kari Wilder-Romans, Joseph Dresser, Mary Davis, Ho-Joon Lee, Zeribe C. Nwosu, Scott Campit, Oksana Mashadova, Brandon N. Nicolay, Zachary P. Tolstyka, Christopher J. Halbrook, Sriram Chandrasekaran, John M. Asara, Howard C. Crawford, Lewis C. Cantley, Alec C. Kimmelman, Daniel R. Wahl, Costas A. Lyssiotis
Format: Article
Language:English
Published: BMC 2020-01-01
Series:Cancer & Metabolism
Subjects:
PDA
Online Access:https://doi.org/10.1186/s40170-019-0202-2
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language English
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author Barbara S. Nelson
Lin Lin
Daniel M. Kremer
Cristovão M. Sousa
Cecilia Cotta-Ramusino
Amy Myers
Johanna Ramos
Tina Gao
Ilya Kovalenko
Kari Wilder-Romans
Joseph Dresser
Mary Davis
Ho-Joon Lee
Zeribe C. Nwosu
Scott Campit
Oksana Mashadova
Brandon N. Nicolay
Zachary P. Tolstyka
Christopher J. Halbrook
Sriram Chandrasekaran
John M. Asara
Howard C. Crawford
Lewis C. Cantley
Alec C. Kimmelman
Daniel R. Wahl
Costas A. Lyssiotis
spellingShingle Barbara S. Nelson
Lin Lin
Daniel M. Kremer
Cristovão M. Sousa
Cecilia Cotta-Ramusino
Amy Myers
Johanna Ramos
Tina Gao
Ilya Kovalenko
Kari Wilder-Romans
Joseph Dresser
Mary Davis
Ho-Joon Lee
Zeribe C. Nwosu
Scott Campit
Oksana Mashadova
Brandon N. Nicolay
Zachary P. Tolstyka
Christopher J. Halbrook
Sriram Chandrasekaran
John M. Asara
Howard C. Crawford
Lewis C. Cantley
Alec C. Kimmelman
Daniel R. Wahl
Costas A. Lyssiotis
Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy
Cancer & Metabolism
Metabolomics
Stable isotope tracing
Fluxomics
Pancreatic cancer
PDA
Colorectal cancer
author_facet Barbara S. Nelson
Lin Lin
Daniel M. Kremer
Cristovão M. Sousa
Cecilia Cotta-Ramusino
Amy Myers
Johanna Ramos
Tina Gao
Ilya Kovalenko
Kari Wilder-Romans
Joseph Dresser
Mary Davis
Ho-Joon Lee
Zeribe C. Nwosu
Scott Campit
Oksana Mashadova
Brandon N. Nicolay
Zachary P. Tolstyka
Christopher J. Halbrook
Sriram Chandrasekaran
John M. Asara
Howard C. Crawford
Lewis C. Cantley
Alec C. Kimmelman
Daniel R. Wahl
Costas A. Lyssiotis
author_sort Barbara S. Nelson
title Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy
title_short Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy
title_full Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy
title_fullStr Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy
title_full_unstemmed Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy
title_sort tissue of origin dictates got1 dependence and confers synthetic lethality to radiotherapy
publisher BMC
series Cancer & Metabolism
issn 2049-3002
publishDate 2020-01-01
description Abstract Background Metabolic programs in cancer cells are influenced by genotype and the tissue of origin. We have previously shown that central carbon metabolism is rewired in pancreatic ductal adenocarcinoma (PDA) to support proliferation through a glutamate oxaloacetate transaminase 1 (GOT1)-dependent pathway. Methods We utilized a doxycycline-inducible shRNA-mediated strategy to knockdown GOT1 in PDA and colorectal cancer (CRC) cell lines and tumor models of similar genotype. These cells were analyzed for the ability to form colonies and tumors to test if tissue type impacted GOT1 dependence. Additionally, the ability of GOT1 to impact the response to chemo- and radiotherapy was assessed. Mechanistically, the associated specimens were examined using a combination of steady-state and stable isotope tracing metabolomics strategies and computational modeling. Statistics were calculated using GraphPad Prism 7. One-way ANOVA was performed for experiments comparing multiple groups with one changing variable. Student’s t test (unpaired, two-tailed) was performed when comparing two groups to each other. Metabolomics data comparing three PDA and three CRC cell lines were analyzed by performing Student’s t test (unpaired, two-tailed) between all PDA metabolites and CRC metabolites. Results While PDA exhibits profound growth inhibition upon GOT1 knockdown, we found CRC to be insensitive. In PDA, but not CRC, GOT1 inhibition disrupted glycolysis, nucleotide metabolism, and redox homeostasis. These insights were leveraged in PDA, where we demonstrate that radiotherapy potently enhanced the effect of GOT1 inhibition on tumor growth. Conclusions Taken together, these results illustrate the role of tissue type in dictating metabolic dependencies and provide new insights for targeting metabolism to treat PDA.
topic Metabolomics
Stable isotope tracing
Fluxomics
Pancreatic cancer
PDA
Colorectal cancer
url https://doi.org/10.1186/s40170-019-0202-2
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spelling doaj-e08285467c004f0193e607f0286f4ab72021-01-03T12:05:37ZengBMCCancer & Metabolism2049-30022020-01-018111610.1186/s40170-019-0202-2Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapyBarbara S. NelsonLin LinDaniel M. Kremer0Cristovão M. Sousa1Cecilia Cotta-Ramusino2Amy Myers3Johanna Ramos4Tina Gao5Ilya Kovalenko6Kari Wilder-Romans7Joseph Dresser8Mary Davis9Ho-Joon Lee10Zeribe C. Nwosu11Scott Campit12Oksana Mashadova13Brandon N. Nicolay14Zachary P. Tolstyka15Christopher J. Halbrook16Sriram Chandrasekaran17John M. Asara18Howard C. Crawford19Lewis C. Cantley20Alec C. Kimmelman21Daniel R. Wahl22Costas A. Lyssiotis23Department of Molecular and Integrative Physiology, University of Michigan Medical SchoolDivision of Genomic Stability and DNA Repair, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical SchoolExperimental Therapeutics Core and Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Radiation Oncology, University of Michigan Medical SchoolDepartment of Radiation Oncology, University of Michigan Medical SchoolDepartment of Radiation Oncology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Biomedical Engineering, University of Michigan Medical SchoolMeyer Cancer Center, Weill Cornell MedicineAgios Pharmaceuticals, Inc.Department of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolDepartment of Biomedical Engineering, University of Michigan Medical SchoolBeth Israel Deaconess Medical Center and Harvard Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolMeyer Cancer Center, Weill Cornell MedicineDivision of Genomic Stability and DNA Repair, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical SchoolDepartment of Radiation Oncology, University of Michigan Medical SchoolDepartment of Molecular and Integrative Physiology, University of Michigan Medical SchoolAbstract Background Metabolic programs in cancer cells are influenced by genotype and the tissue of origin. We have previously shown that central carbon metabolism is rewired in pancreatic ductal adenocarcinoma (PDA) to support proliferation through a glutamate oxaloacetate transaminase 1 (GOT1)-dependent pathway. Methods We utilized a doxycycline-inducible shRNA-mediated strategy to knockdown GOT1 in PDA and colorectal cancer (CRC) cell lines and tumor models of similar genotype. These cells were analyzed for the ability to form colonies and tumors to test if tissue type impacted GOT1 dependence. Additionally, the ability of GOT1 to impact the response to chemo- and radiotherapy was assessed. Mechanistically, the associated specimens were examined using a combination of steady-state and stable isotope tracing metabolomics strategies and computational modeling. Statistics were calculated using GraphPad Prism 7. One-way ANOVA was performed for experiments comparing multiple groups with one changing variable. Student’s t test (unpaired, two-tailed) was performed when comparing two groups to each other. Metabolomics data comparing three PDA and three CRC cell lines were analyzed by performing Student’s t test (unpaired, two-tailed) between all PDA metabolites and CRC metabolites. Results While PDA exhibits profound growth inhibition upon GOT1 knockdown, we found CRC to be insensitive. In PDA, but not CRC, GOT1 inhibition disrupted glycolysis, nucleotide metabolism, and redox homeostasis. These insights were leveraged in PDA, where we demonstrate that radiotherapy potently enhanced the effect of GOT1 inhibition on tumor growth. Conclusions Taken together, these results illustrate the role of tissue type in dictating metabolic dependencies and provide new insights for targeting metabolism to treat PDA.https://doi.org/10.1186/s40170-019-0202-2MetabolomicsStable isotope tracingFluxomicsPancreatic cancerPDAColorectal cancer