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Abbott KL, Ali A, Reinfeld BI, Deik A, Subudhi S, Landis MD, Hongo RA, Young KL, Kunchok T, Nabel CS, Crowder KD, Kent JR, Madariaga MLL, Jain RK, Beckermann KE, Lewis CA, Clish CB, Muir A, Rathmell WK, Rathmell J, Vander Heiden MG. Metabolite profiling of human renal cell carcinoma reveals tissue-origin dominance in nutrient availability. eLife 2024; 13:RP95652. [PMID: 38787918 PMCID: PMC11126308 DOI: 10.7554/elife.95652] [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] [Indexed: 05/26/2024] Open
Abstract
The tumor microenvironment is a determinant of cancer progression and therapeutic efficacy, with nutrient availability playing an important role. Although it is established that the local abundance of specific nutrients defines the metabolic parameters for tumor growth, the factors guiding nutrient availability in tumor compared to normal tissue and blood remain poorly understood. To define these factors in renal cell carcinoma (RCC), we performed quantitative metabolomic and comprehensive lipidomic analyses of tumor interstitial fluid (TIF), adjacent normal kidney interstitial fluid (KIF), and plasma samples collected from patients. TIF nutrient composition closely resembles KIF, suggesting that tissue-specific factors unrelated to the presence of cancer exert a stronger influence on nutrient levels than tumor-driven alterations. Notably, select metabolite changes consistent with known features of RCC metabolism are found in RCC TIF, while glucose levels in TIF are not depleted to levels that are lower than those found in KIF. These findings inform tissue nutrient dynamics in RCC, highlighting a dominant role of non-cancer-driven tissue factors in shaping nutrient availability in these tumors.
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Affiliation(s)
- Keene L Abbott
- Department of Biology, Massachusetts Institute of TechnologyCambridgeUnited States
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of TechnologyCambridgeUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - Ahmed Ali
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of TechnologyCambridgeUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - Bradley I Reinfeld
- Medical Scientist Training Program, Vanderbilt UniversityNashvilleUnited States
- Department of Medicine, Vanderbilt University Medical Center (VUMC)NashvilleUnited States
- Graduate Program in Cancer Biology, Vanderbilt UniversityNashvilleUnited States
| | - Amy Deik
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - Sonu Subudhi
- Steele Laboratories of Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical SchoolBostonUnited States
| | - Madelyn D Landis
- Department of Medicine, Vanderbilt University Medical Center (VUMC)NashvilleUnited States
| | - Rachel A Hongo
- Department of Medicine, Vanderbilt University Medical Center (VUMC)NashvilleUnited States
| | - Kirsten L Young
- Department of Medicine, Vanderbilt University Medical Center (VUMC)NashvilleUnited States
| | - Tenzin Kunchok
- Whitehead Institute for Biomedical ResearchCambridgeUnited States
| | - Christopher S Nabel
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of TechnologyCambridgeUnited States
- Department of Medicine, Massachusetts General HospitalBostonUnited States
- Harvard Medical SchoolBostonUnited States
| | - Kayla D Crowder
- Whitehead Institute for Biomedical ResearchCambridgeUnited States
| | - Johnathan R Kent
- Department of Surgery, University of Chicago MedicineChicagoUnited States
| | | | - Rakesh K Jain
- Steele Laboratories of Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical SchoolBostonUnited States
| | - Kathryn E Beckermann
- Department of Medicine, Vanderbilt University Medical Center (VUMC)NashvilleUnited States
| | - Caroline A Lewis
- Whitehead Institute for Biomedical ResearchCambridgeUnited States
| | - Clary B Clish
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - Alexander Muir
- Ben May Department of Cancer Research, University of ChicagoChicagoUnited States
| | - W Kimryn Rathmell
- Department of Medicine, Vanderbilt University Medical Center (VUMC)NashvilleUnited States
- Vanderbilt Center for Immunobiology and Vanderbilt-Ingram Cancer Center, VUMCNashvilleUnited States
| | - Jeffrey Rathmell
- Vanderbilt Center for Immunobiology and Vanderbilt-Ingram Cancer Center, VUMCNashvilleUnited States
- Department of Pathology, Microbiology and Immunology, VUMCNashvilleUnited States
| | - Matthew G Vander Heiden
- Department of Biology, Massachusetts Institute of TechnologyCambridgeUnited States
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of TechnologyCambridgeUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
- Dana-Farber Cancer InstituteBostonUnited States
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Sokol KH, Lee CJ, Rogers TJ, Waldhart A, Ellis AE, Madireddy S, Daniels SR, Ye X, Olesnavich M, Johnson A, Furness BR, Sheldon RD, Lien EC. Lipid availability influences ferroptosis sensitivity in cancer cells by regulating polyunsaturated fatty acid trafficking. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.06.592780. [PMID: 38766165 PMCID: PMC11100758 DOI: 10.1101/2024.05.06.592780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Ferroptosis is a form of cell death caused by lipid peroxidation that is emerging as a target for cancer therapy, highlighting the need to identify factors that govern ferroptosis susceptibility. Lipid peroxidation occurs primarily on phospholipids containing polyunsaturated fatty acids (PUFAs). Here, we show that even though extracellular lipid limitation reduces cellular PUFA levels, lipid-starved cancer cells are paradoxically more sensitive to ferroptosis. Using mass spectrometry-based lipidomics with stable isotope fatty acid labeling, we show that lipid limitation induces a fatty acid trafficking pathway in which PUFAs are liberated from triglycerides to synthesize highly unsaturated PUFAs such as arachidonic acid and adrenic acid. These PUFAs then accumulate in phospholipids, particularly ether phospholipids, to promote ferroptosis sensitivity. Therefore, PUFA levels within cancer cells do not necessarily correlate with ferroptosis susceptibility. Rather, how cancer cells respond to extracellular lipid levels by trafficking PUFAs into proper phospholipid pools dictates their sensitivity to ferroptosis.
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Affiliation(s)
- Kelly H. Sokol
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Cameron J. Lee
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Thomas J. Rogers
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Althea Waldhart
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Abigail E. Ellis
- Mass Spectrometry Core, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Sahithi Madireddy
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Samuel R. Daniels
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
- Van Andel Institute Graduate School, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Xinyu Ye
- Van Andel Institute Graduate School, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Mary Olesnavich
- Van Andel Institute Graduate School, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Amy Johnson
- Mass Spectrometry Core, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Benjamin R. Furness
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Ryan D. Sheldon
- Mass Spectrometry Core, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
| | - Evan C. Lien
- Department of Metabolism and Nutritional Programming, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, MI 49503
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Abbott KL, Ali A, Reinfeld BI, Deik A, Subudhi S, Landis MD, Hongo RA, Young KL, Kunchok T, Nabel CS, Crowder KD, Kent JR, Madariaga MLL, Jain RK, Beckermann KE, Lewis CA, Clish CB, Muir A, Rathmell WK, Rathmell JC, Vander Heiden MG. Metabolite profiling of human renal cell carcinoma reveals tissue-origin dominance in nutrient availability. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.24.573250. [PMID: 38187626 PMCID: PMC10769456 DOI: 10.1101/2023.12.24.573250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
The tumor microenvironment is a determinant of cancer progression and therapeutic efficacy, with nutrient availability playing an important role. Although it is established that the local abundance of specific nutrients defines the metabolic parameters for tumor growth, the factors guiding nutrient availability in tumor compared to normal tissue and blood remain poorly understood. To define these factors in renal cell carcinoma (RCC), we performed quantitative metabolomic and comprehensive lipidomic analyses of tumor interstitial fluid (TIF), adjacent normal kidney interstitial fluid (KIF), and plasma samples collected from patients. TIF nutrient composition closely resembles KIF, suggesting that tissue-specific factors unrelated to the presence of cancer exert a stronger influence on nutrient levels than tumor-driven alterations. Notably, select metabolite changes consistent with known features of RCC metabolism are found in RCC TIF, while glucose levels in TIF are not depleted to levels that are lower than those found in KIF. These findings inform tissue nutrient dynamics in RCC, highlighting a dominant role of non-cancer driven tissue factors in shaping nutrient availability in these tumors.
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Affiliation(s)
- Keene L. Abbott
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ahmed Ali
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Bradley I. Reinfeld
- Medical Scientist Training Program, Vanderbilt University, Nashville, TN, USA
- Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA
- Graduate Program in Cancer Biology, Vanderbilt University, Nashville, TN, USA
| | - Amy Deik
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Sonu Subudhi
- Steele Laboratories of Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Madelyn D. Landis
- Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA
| | - Rachel A. Hongo
- Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA
| | - Kirsten L. Young
- Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA
| | - Tenzin Kunchok
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Christopher S. Nabel
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Johnathan R. Kent
- Department of Surgery, University of Chicago Medicine, Chicago, IL, USA
| | | | - Rakesh K. Jain
- Steele Laboratories of Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Kathryn E. Beckermann
- Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA
| | - Caroline A. Lewis
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Present address: UMass Chan Medical School, Program in Molecular Medicine, Worcester, MA, USA
| | | | - Alexander Muir
- Ben May Department of Cancer Research, University of Chicago, Chicago, IL, USA
| | - W. Kimryn Rathmell
- Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA
- Vanderbilt Center for Immunobiology and Vanderbilt-Ingram Cancer Center, VUMC, Nashville, TN, USA
| | - Jeffrey C. Rathmell
- Department of Pathology, Microbiology and Immunology, VUMC, Nashville, TN, USA
- Vanderbilt Center for Immunobiology and Vanderbilt-Ingram Cancer Center, VUMC, Nashville, TN, USA
| | - Matthew G. Vander Heiden
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
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