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Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures

Authors :
Leland S. Hu
Fulvio D’Angelo
Taylor M. Weiskittel
Francesca P. Caruso
Shannon P. Fortin Ensign
Mylan R. Blomquist
Matthew J. Flick
Lujia Wang
Christopher P. Sereduk
Kevin Meng-Lin
Gustavo De Leon
Ashley Nespodzany
Javier C. Urcuyo
Ashlyn C Gonzales
Lee Curtin
Erika M. Lewis
Kyle W. Singleton
Timothy Dondlinger
Aliya Anil
Natenael B. Semmineh
Teresa Noviello
Reyna A. Patel
Panwen Wang
Junwen Wang
Jennifer M. Eschbacher
Andrea Hawkins-Daarud
Pamela R. Jackson
Itamar S. Grunfeld
Christian Elrod
Gina L. Mazza
Sam C. McGee
Lisa Paulson
Kamala Clark-Swanson
Yvette Lassiter-Morris
Kris A. Smith
Peter Nakaji
Bernard R. Bendok
Richard S. Zimmerman
Chandan Krishna
Devi P. Patra
Naresh P. Patel
Mark Lyons
Matthew Neal
Kliment Donev
Maciej M. Mrugala
Alyx B. Porter
Scott C. Beeman
Todd R. Jensen
Kathleen M. Schmainda
Yuxiang Zhou
Leslie C. Baxter
Christopher L. Plaisier
Jing Li
Hu Li
Anna Lasorella
C. Chad Quarles
Kristin R. Swanson
Michele Ceccarelli
Antonio Iavarone
Nhan L. Tran
Source :
Nature Communications, Vol 14, Iss 1, Pp 1-20 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

Abstract Sampling restrictions have hindered the comprehensive study of invasive non-enhancing (NE) high-grade glioma (HGG) cell populations driving tumor progression. Here, we present an integrated multi-omic analysis of spatially matched molecular and multi-parametric magnetic resonance imaging (MRI) profiling across 313 multi-regional tumor biopsies, including 111 from the NE, across 68 HGG patients. Whole exome and RNA sequencing uncover unique genomic alterations to unresectable invasive NE tumor, including subclonal events, which inform genomic models predictive of geographic evolution. Infiltrative NE tumor is alternatively enriched with tumor cells exhibiting neuronal or glycolytic/plurimetabolic cellular states, two principal transcriptomic pathway-based glioma subtypes, which respectively demonstrate abundant private mutations or enrichment in immune cell signatures. These NE phenotypes are non-invasively identified through normalized K2 imaging signatures, which discern cell size heterogeneity on dynamic susceptibility contrast (DSC)-MRI. NE tumor populations predicted to display increased cellular proliferation by mean diffusivity (MD) MRI metrics are uniquely associated with EGFR amplification and CDKN2A homozygous deletion. The biophysical mapping of infiltrative HGG potentially enables the clinical recognition of tumor subpopulations with aggressive molecular signatures driving tumor progression, thereby informing precision medicine targeting.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.2809ec273b7446289807a553cea6a7f
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-023-41559-1