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

Author:

Hu Leland S.ORCID,D’Angelo FulvioORCID,Weiskittel Taylor M.,Caruso Francesca P.ORCID,Fortin Ensign Shannon P.,Blomquist Mylan R.,Flick Matthew J.ORCID,Wang Lujia,Sereduk Christopher P.,Meng-Lin Kevin,De Leon Gustavo,Nespodzany Ashley,Urcuyo Javier C.ORCID,Gonzales Ashlyn C,Curtin LeeORCID,Lewis Erika M.,Singleton Kyle W.ORCID,Dondlinger TimothyORCID,Anil Aliya,Semmineh Natenael B.,Noviello TeresaORCID,Patel Reyna A.,Wang Panwen,Wang JunwenORCID,Eschbacher Jennifer M.,Hawkins-Daarud Andrea,Jackson Pamela R.,Grunfeld Itamar S.ORCID,Elrod Christian,Mazza Gina L.ORCID,McGee Sam C.,Paulson Lisa,Clark-Swanson Kamala,Lassiter-Morris Yvette,Smith Kris A.,Nakaji Peter,Bendok Bernard R.,Zimmerman Richard S.,Krishna Chandan,Patra Devi P.,Patel Naresh P.,Lyons MarkORCID,Neal Matthew,Donev Kliment,Mrugala Maciej M.,Porter Alyx B.,Beeman Scott C.,Jensen Todd R.ORCID,Schmainda Kathleen M.,Zhou Yuxiang,Baxter Leslie C.,Plaisier Christopher L.ORCID,Li Jing,Li HuORCID,Lasorella Anna,Quarles C. Chad,Swanson Kristin R.,Ceccarelli Michele,Iavarone Antonio,Tran Nhan L.ORCID

Abstract

AbstractSampling 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.

Funder

U.S. Department of Health & Human Services | NIH | National Cancer Institute

U.S. Department of Health & Human Services | NIH | National Institute of Neurological Disorders and Stroke

Mayo Clinic

U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences

Ben and Catherine Ivy Foundation

James S. McDonnell Foundation

ADHS | Arizona Biomedical Research Commission

Associazione Italiana per la Ricerca sul Cancro

Ministry of Health, Italy | Agenzia Italiana del Farmaco, Ministero della Salute

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry,Multidisciplinary

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3