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Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma
Tryptophan (Trp)-catabolic enzymes (TCEs) produce metabolites that activate the aryl hydrocarbon receptor (AHR) and promote tumor progression and immunosuppression in glioblastoma. As therapies targeting TCEs or AHR become available, a better understanding of Trp metabolism is required. Methods: The...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490504/ https://www.ncbi.nlm.nih.gov/pubmed/34646367 http://dx.doi.org/10.7150/thno.60679 |
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author | Panitz, Verena Končarević, Saša Sadik, Ahmed Friedel, Dennis Bausbacher, Tobias Trump, Saskia Farztdinov, Vadim Schulz, Sandra Sievers, Philipp Schmidt, Stefan Jürgenson, Ina Jung, Stephan Kuhn, Karsten Pflüger, Irada Sharma, Suraj Wick, Antje Pfänder, Pauline Selzer, Stefan Vollmuth, Philipp Sahm, Felix von Deimling, Andreas Heiland, Ines Hopf, Carsten Schulz-Knappe, Peter Pike, Ian Platten, Michael Wick, Wolfgang Opitz, Christiane A. |
author_facet | Panitz, Verena Končarević, Saša Sadik, Ahmed Friedel, Dennis Bausbacher, Tobias Trump, Saskia Farztdinov, Vadim Schulz, Sandra Sievers, Philipp Schmidt, Stefan Jürgenson, Ina Jung, Stephan Kuhn, Karsten Pflüger, Irada Sharma, Suraj Wick, Antje Pfänder, Pauline Selzer, Stefan Vollmuth, Philipp Sahm, Felix von Deimling, Andreas Heiland, Ines Hopf, Carsten Schulz-Knappe, Peter Pike, Ian Platten, Michael Wick, Wolfgang Opitz, Christiane A. |
author_sort | Panitz, Verena |
collection | PubMed |
description | Tryptophan (Trp)-catabolic enzymes (TCEs) produce metabolites that activate the aryl hydrocarbon receptor (AHR) and promote tumor progression and immunosuppression in glioblastoma. As therapies targeting TCEs or AHR become available, a better understanding of Trp metabolism is required. Methods: The combination of LC-MS/MS with chemical isobaric labeling enabled the simultaneous quantitative comparison of Trp and its amino group-bearing metabolites in multiple samples. We applied this method to the sera of a cohort of 43 recurrent glioblastoma patients and 43 age- and sex-matched healthy controls. Tumor volumes were measured in MRI data using an artificial neural network-based approach. MALDI MSI visualized Trp and its direct metabolite N-formylkynurenine (FK) in glioblastoma tissue. Analysis of scRNA-seq data was used to detect the presence of Trp metabolism and AHR activity in different cell types in glioblastoma. Results: Compared to healthy controls, glioblastoma patients showed decreased serum Trp levels. Surprisingly, the levels of Trp metabolites were also reduced. The decrease became smaller with more enzymatic steps between Trp and its metabolites, suggesting that Trp availability controls the levels of its systemic metabolites. High tumor volume associated with low systemic metabolite levels and low systemic kynurenine levels associated with worse overall survival. MALDI MSI demonstrated heterogeneity of Trp catabolism across glioblastoma tissues. Analysis of scRNA-seq data revealed that genes involved in Trp metabolism were expressed in almost all the cell types in glioblastoma and that most cell types, in particular macrophages and T cells, exhibited AHR activation. Moreover, high AHR activity associated with reduced overall survival in the glioblastoma TCGA dataset. Conclusion: The novel techniques we developed could support the identification of patients that may benefit from therapies targeting TCEs or AHR activation. |
format | Online Article Text |
id | pubmed-8490504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-84905042021-10-12 Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma Panitz, Verena Končarević, Saša Sadik, Ahmed Friedel, Dennis Bausbacher, Tobias Trump, Saskia Farztdinov, Vadim Schulz, Sandra Sievers, Philipp Schmidt, Stefan Jürgenson, Ina Jung, Stephan Kuhn, Karsten Pflüger, Irada Sharma, Suraj Wick, Antje Pfänder, Pauline Selzer, Stefan Vollmuth, Philipp Sahm, Felix von Deimling, Andreas Heiland, Ines Hopf, Carsten Schulz-Knappe, Peter Pike, Ian Platten, Michael Wick, Wolfgang Opitz, Christiane A. Theranostics Research Paper Tryptophan (Trp)-catabolic enzymes (TCEs) produce metabolites that activate the aryl hydrocarbon receptor (AHR) and promote tumor progression and immunosuppression in glioblastoma. As therapies targeting TCEs or AHR become available, a better understanding of Trp metabolism is required. Methods: The combination of LC-MS/MS with chemical isobaric labeling enabled the simultaneous quantitative comparison of Trp and its amino group-bearing metabolites in multiple samples. We applied this method to the sera of a cohort of 43 recurrent glioblastoma patients and 43 age- and sex-matched healthy controls. Tumor volumes were measured in MRI data using an artificial neural network-based approach. MALDI MSI visualized Trp and its direct metabolite N-formylkynurenine (FK) in glioblastoma tissue. Analysis of scRNA-seq data was used to detect the presence of Trp metabolism and AHR activity in different cell types in glioblastoma. Results: Compared to healthy controls, glioblastoma patients showed decreased serum Trp levels. Surprisingly, the levels of Trp metabolites were also reduced. The decrease became smaller with more enzymatic steps between Trp and its metabolites, suggesting that Trp availability controls the levels of its systemic metabolites. High tumor volume associated with low systemic metabolite levels and low systemic kynurenine levels associated with worse overall survival. MALDI MSI demonstrated heterogeneity of Trp catabolism across glioblastoma tissues. Analysis of scRNA-seq data revealed that genes involved in Trp metabolism were expressed in almost all the cell types in glioblastoma and that most cell types, in particular macrophages and T cells, exhibited AHR activation. Moreover, high AHR activity associated with reduced overall survival in the glioblastoma TCGA dataset. Conclusion: The novel techniques we developed could support the identification of patients that may benefit from therapies targeting TCEs or AHR activation. Ivyspring International Publisher 2021-09-03 /pmc/articles/PMC8490504/ /pubmed/34646367 http://dx.doi.org/10.7150/thno.60679 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Panitz, Verena Končarević, Saša Sadik, Ahmed Friedel, Dennis Bausbacher, Tobias Trump, Saskia Farztdinov, Vadim Schulz, Sandra Sievers, Philipp Schmidt, Stefan Jürgenson, Ina Jung, Stephan Kuhn, Karsten Pflüger, Irada Sharma, Suraj Wick, Antje Pfänder, Pauline Selzer, Stefan Vollmuth, Philipp Sahm, Felix von Deimling, Andreas Heiland, Ines Hopf, Carsten Schulz-Knappe, Peter Pike, Ian Platten, Michael Wick, Wolfgang Opitz, Christiane A. Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
title | Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
title_full | Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
title_fullStr | Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
title_full_unstemmed | Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
title_short | Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
title_sort | tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490504/ https://www.ncbi.nlm.nih.gov/pubmed/34646367 http://dx.doi.org/10.7150/thno.60679 |
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