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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2021
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.
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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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