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Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy

SIMPLE SUMMARY: Particle therapy with carbon ions is a promising novel option for the treatment of recurrent high-grade glioma (rHGG). Lack of initial and sequential biopsies limits the investigation of rHGG evolution under therapy. We hypothesized that peripheral blood transcriptome derived from li...

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Autores principales: Knoll, Maximilian, Waltenberger, Maria, Furkel, Jennifer, Wirkner, Ute, Gahlawat, Aoife Ward, Dokic, Ivana, Schwager, Christian, Adeberg, Sebastian, Rieken, Stefan, Kessler, Tobias, Sahm, Felix, König, Laila, Herold-Mende, Christel, Combs, Stephanie E., Debus, Jürgen, Abdollahi, Amir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833402/
https://www.ncbi.nlm.nih.gov/pubmed/35158950
http://dx.doi.org/10.3390/cancers14030684
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author Knoll, Maximilian
Waltenberger, Maria
Furkel, Jennifer
Wirkner, Ute
Gahlawat, Aoife Ward
Dokic, Ivana
Schwager, Christian
Adeberg, Sebastian
Rieken, Stefan
Kessler, Tobias
Sahm, Felix
König, Laila
Herold-Mende, Christel
Combs, Stephanie E.
Debus, Jürgen
Abdollahi, Amir
author_facet Knoll, Maximilian
Waltenberger, Maria
Furkel, Jennifer
Wirkner, Ute
Gahlawat, Aoife Ward
Dokic, Ivana
Schwager, Christian
Adeberg, Sebastian
Rieken, Stefan
Kessler, Tobias
Sahm, Felix
König, Laila
Herold-Mende, Christel
Combs, Stephanie E.
Debus, Jürgen
Abdollahi, Amir
author_sort Knoll, Maximilian
collection PubMed
description SIMPLE SUMMARY: Particle therapy with carbon ions is a promising novel option for the treatment of recurrent high-grade glioma (rHGG). Lack of initial and sequential biopsies limits the investigation of rHGG evolution under therapy. We hypothesized that peripheral blood transcriptome derived from liquid biopsies (lbx) as a minimal invasive method may provide a useful decision support for identification of glioma grade and provide novel means for longitudinal molecular monitoring of tumor evolution under carbon ion irradiation (CIR). We demonstrate feasibility and report patient, tumor and treatment fingerprints in whole blood transcriptomes of rHGG patients with pre-CIR and three post-CIR time points. ABSTRACT: Purpose: To assess the value of whole blood transcriptome data from liquid biopsy (lbx) in recurrent high-grade glioma (rHGG) patients for longitudinal molecular monitoring of tumor evolution under carbon ion irradiation (CIR). Methods: Whole blood transcriptome (WBT) analysis (Illumina HumanHT-12 Expression BeadChips) was performed in 14 patients with rHGG pre re-irradiation (reRT) with CIR and 3, 6 and 9 weeks post-CIR (reRT grade III:5, 36%, IV:9, 64%). Patients were irradiated with 30, 33, 36 GyRBE (n = 5, 6, 3) in 3GyRBE per fraction. Results: WTB analysis showed stable correlation with treatment characteristics and patients tumor grade, indicating a preserved tumor origin specific as well as dynamic transcriptional fingerprints of peripheral blood cells. Initial histopathologic tumor grade was indirectly associated with TMEM173 (STING), DNA-repair (ATM, POLD4) and hypoxia related genes. DNA-repair, chromatin remodeling (LIG1, SMARCD1) and immune response (FLT3LG) pathways were affected post-CIR. Longitudinal WTB fingerprints identified two distinct trajectories of rHGG evolution, characterized by differential and prognostic CRISPLD2 expression pre-CIR. Conclusions: Lbx based WTB analysis holds the potential for molecular stratification of rHGG patients and therapy monitoring. We demonstrate the feasibility of the peripheral blood transcriptome as a sentinel organ for identification of patient, tumor characteristics and CIR specific fingerprints in rHGG.
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spelling pubmed-88334022022-02-12 Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy Knoll, Maximilian Waltenberger, Maria Furkel, Jennifer Wirkner, Ute Gahlawat, Aoife Ward Dokic, Ivana Schwager, Christian Adeberg, Sebastian Rieken, Stefan Kessler, Tobias Sahm, Felix König, Laila Herold-Mende, Christel Combs, Stephanie E. Debus, Jürgen Abdollahi, Amir Cancers (Basel) Article SIMPLE SUMMARY: Particle therapy with carbon ions is a promising novel option for the treatment of recurrent high-grade glioma (rHGG). Lack of initial and sequential biopsies limits the investigation of rHGG evolution under therapy. We hypothesized that peripheral blood transcriptome derived from liquid biopsies (lbx) as a minimal invasive method may provide a useful decision support for identification of glioma grade and provide novel means for longitudinal molecular monitoring of tumor evolution under carbon ion irradiation (CIR). We demonstrate feasibility and report patient, tumor and treatment fingerprints in whole blood transcriptomes of rHGG patients with pre-CIR and three post-CIR time points. ABSTRACT: Purpose: To assess the value of whole blood transcriptome data from liquid biopsy (lbx) in recurrent high-grade glioma (rHGG) patients for longitudinal molecular monitoring of tumor evolution under carbon ion irradiation (CIR). Methods: Whole blood transcriptome (WBT) analysis (Illumina HumanHT-12 Expression BeadChips) was performed in 14 patients with rHGG pre re-irradiation (reRT) with CIR and 3, 6 and 9 weeks post-CIR (reRT grade III:5, 36%, IV:9, 64%). Patients were irradiated with 30, 33, 36 GyRBE (n = 5, 6, 3) in 3GyRBE per fraction. Results: WTB analysis showed stable correlation with treatment characteristics and patients tumor grade, indicating a preserved tumor origin specific as well as dynamic transcriptional fingerprints of peripheral blood cells. Initial histopathologic tumor grade was indirectly associated with TMEM173 (STING), DNA-repair (ATM, POLD4) and hypoxia related genes. DNA-repair, chromatin remodeling (LIG1, SMARCD1) and immune response (FLT3LG) pathways were affected post-CIR. Longitudinal WTB fingerprints identified two distinct trajectories of rHGG evolution, characterized by differential and prognostic CRISPLD2 expression pre-CIR. Conclusions: Lbx based WTB analysis holds the potential for molecular stratification of rHGG patients and therapy monitoring. We demonstrate the feasibility of the peripheral blood transcriptome as a sentinel organ for identification of patient, tumor characteristics and CIR specific fingerprints in rHGG. MDPI 2022-01-28 /pmc/articles/PMC8833402/ /pubmed/35158950 http://dx.doi.org/10.3390/cancers14030684 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Knoll, Maximilian
Waltenberger, Maria
Furkel, Jennifer
Wirkner, Ute
Gahlawat, Aoife Ward
Dokic, Ivana
Schwager, Christian
Adeberg, Sebastian
Rieken, Stefan
Kessler, Tobias
Sahm, Felix
König, Laila
Herold-Mende, Christel
Combs, Stephanie E.
Debus, Jürgen
Abdollahi, Amir
Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy
title Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy
title_full Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy
title_fullStr Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy
title_full_unstemmed Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy
title_short Whole Blood Transcriptional Fingerprints of High-Grade Glioma and Longitudinal Tumor Evolution under Carbon Ion Radiotherapy
title_sort whole blood transcriptional fingerprints of high-grade glioma and longitudinal tumor evolution under carbon ion radiotherapy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833402/
https://www.ncbi.nlm.nih.gov/pubmed/35158950
http://dx.doi.org/10.3390/cancers14030684
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