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Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations
BACKGROUND AND OBJECTIVES: Ras–mitogen-activated protein kinase (MAPK) signaling abnormalities occur in most brain arteriovenous malformations (bAVMs). No means exist to molecularly profile bAVMs without open surgery, limiting precision medicine approaches to treatment. Here, we report use of endolu...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052570/ https://www.ncbi.nlm.nih.gov/pubmed/35145012 http://dx.doi.org/10.1212/WNL.0000000000200109 |
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author | Winkler, Ethan Wu, David Gil, Eugene McCoy, David Narsinh, Kazim Sun, Zhengda Mueller, Kerstin Ross, Jayden Kim, Helen Weinsheimer, Shantel Berger, Mitchel Nowakowski, Tomasz Lim, Daniel Abla, Adib Cooke, Daniel |
author_facet | Winkler, Ethan Wu, David Gil, Eugene McCoy, David Narsinh, Kazim Sun, Zhengda Mueller, Kerstin Ross, Jayden Kim, Helen Weinsheimer, Shantel Berger, Mitchel Nowakowski, Tomasz Lim, Daniel Abla, Adib Cooke, Daniel |
author_sort | Winkler, Ethan |
collection | PubMed |
description | BACKGROUND AND OBJECTIVES: Ras–mitogen-activated protein kinase (MAPK) signaling abnormalities occur in most brain arteriovenous malformations (bAVMs). No means exist to molecularly profile bAVMs without open surgery, limiting precision medicine approaches to treatment. Here, we report use of endoluminal biopsy of the vessel lumen of bAVMs to characterize gene expression and blood flow–mediated transcriptional changes in living patients. METHODS: Endoluminal biopsy and computational fluid dynamic modeling (CFD) were performed in adults with unruptured AVMs with cerebral angiography. Each patient underwent surgical resection and cell sampling from a contiguous arterial segment. Fluorescence-assisted cell sorting enriched endothelial cells, which were sequenced on an Illumina HiSeq 4000 sequencer. Gene expression was quantified with RNA sequencing (RNAseq). Differential gene expression, ontology, and correlative analyses were performed. Results were validated with quantitative reverse transcription PCR (RT-qPCR). RESULTS: Endoluminal biopsy was successful in 4 patients without complication. Endoluminal biopsy yielded 269.0 ± 79.9 cells per biopsy (control 309.2 ± 86.6 cells, bAVM 228.8 ± 133.4 cells). RNAseq identified 106 differentially expressed genes (DEGs) in bAVMs (false discovery rate ≤0.05). DEGs were enriched for bAVM pathogenic cascades, including Ras-MAPK signaling (p < 0.05), and confirmed with RT-qPCR and a panel predictive of MAPK/extracellular signal-regulated kinase inhibitor response. Compared to patient-matched surgically excised tissues, endoluminal biopsy detected 83.3% of genes, and genome-wide expression strongly correlated (Pearson r = 0.77). Wall shear stress measured by CFD correlated with inflammatory pathway upregulation. Comparison of pre-embolization and postembolization samples confirmed flow-mediated gene expression changes. DISCUSSION: Endoluminal biopsy allows molecular profiling of bAVMs in living patients. Gene expression profiles are similar to those of tissues acquired with open surgery and identify potentially targetable Ras-MAPK signaling abnormalities in bAVMs. Integration with CFD allows determination of flow-mediated transcriptomic alterations. Endoluminal biopsy may help facilitate trials of precision medicine approaches to bAVMs in humans. |
format | Online Article Text |
id | pubmed-9052570 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-90525702022-05-02 Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations Winkler, Ethan Wu, David Gil, Eugene McCoy, David Narsinh, Kazim Sun, Zhengda Mueller, Kerstin Ross, Jayden Kim, Helen Weinsheimer, Shantel Berger, Mitchel Nowakowski, Tomasz Lim, Daniel Abla, Adib Cooke, Daniel Neurology Research Article BACKGROUND AND OBJECTIVES: Ras–mitogen-activated protein kinase (MAPK) signaling abnormalities occur in most brain arteriovenous malformations (bAVMs). No means exist to molecularly profile bAVMs without open surgery, limiting precision medicine approaches to treatment. Here, we report use of endoluminal biopsy of the vessel lumen of bAVMs to characterize gene expression and blood flow–mediated transcriptional changes in living patients. METHODS: Endoluminal biopsy and computational fluid dynamic modeling (CFD) were performed in adults with unruptured AVMs with cerebral angiography. Each patient underwent surgical resection and cell sampling from a contiguous arterial segment. Fluorescence-assisted cell sorting enriched endothelial cells, which were sequenced on an Illumina HiSeq 4000 sequencer. Gene expression was quantified with RNA sequencing (RNAseq). Differential gene expression, ontology, and correlative analyses were performed. Results were validated with quantitative reverse transcription PCR (RT-qPCR). RESULTS: Endoluminal biopsy was successful in 4 patients without complication. Endoluminal biopsy yielded 269.0 ± 79.9 cells per biopsy (control 309.2 ± 86.6 cells, bAVM 228.8 ± 133.4 cells). RNAseq identified 106 differentially expressed genes (DEGs) in bAVMs (false discovery rate ≤0.05). DEGs were enriched for bAVM pathogenic cascades, including Ras-MAPK signaling (p < 0.05), and confirmed with RT-qPCR and a panel predictive of MAPK/extracellular signal-regulated kinase inhibitor response. Compared to patient-matched surgically excised tissues, endoluminal biopsy detected 83.3% of genes, and genome-wide expression strongly correlated (Pearson r = 0.77). Wall shear stress measured by CFD correlated with inflammatory pathway upregulation. Comparison of pre-embolization and postembolization samples confirmed flow-mediated gene expression changes. DISCUSSION: Endoluminal biopsy allows molecular profiling of bAVMs in living patients. Gene expression profiles are similar to those of tissues acquired with open surgery and identify potentially targetable Ras-MAPK signaling abnormalities in bAVMs. Integration with CFD allows determination of flow-mediated transcriptomic alterations. Endoluminal biopsy may help facilitate trials of precision medicine approaches to bAVMs in humans. Lippincott Williams & Wilkins 2022-04-19 /pmc/articles/PMC9052570/ /pubmed/35145012 http://dx.doi.org/10.1212/WNL.0000000000200109 Text en Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Research Article Winkler, Ethan Wu, David Gil, Eugene McCoy, David Narsinh, Kazim Sun, Zhengda Mueller, Kerstin Ross, Jayden Kim, Helen Weinsheimer, Shantel Berger, Mitchel Nowakowski, Tomasz Lim, Daniel Abla, Adib Cooke, Daniel Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations |
title | Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations |
title_full | Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations |
title_fullStr | Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations |
title_full_unstemmed | Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations |
title_short | Endoluminal Biopsy for Molecular Profiling of Human Brain Vascular Malformations |
title_sort | endoluminal biopsy for molecular profiling of human brain vascular malformations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052570/ https://www.ncbi.nlm.nih.gov/pubmed/35145012 http://dx.doi.org/10.1212/WNL.0000000000200109 |
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