Literature DB >> 34609036

Improving D-2-hydroxyglutarate MR spectroscopic imaging in mutant isocitrate dehydrogenase glioma patients with multiplexed RF-receive/B0 -shim array coils at 3 T.

Bernhard Strasser1,2, Nicolas S Arango3, Jason P Stockmann1,4, Borjan Gagoski5,6, Bijaya Thapa1, Xianqi Li1, Wolfgang Bogner2, Philipp Moser2, Julia Small7, Daniel P Cahill7, Tracy T Batchelor8, Jorg Dietrich8, Andre van der Kouwe1,4, Jacob White3, Elfar Adalsteinsson3,9, Ovidiu C Andronesi1,4.   

Abstract

MR spectroscopic imaging (MRSI) noninvasively maps the metabolism of human brains. In particular, the imaging of D-2-hydroxyglutarate (2HG) produced by glioma isocitrate dehydrogenase (IDH) mutations has become a key application in neuro-oncology. However, the performance of full field-of-view MRSI is limited by B0 spatial nonuniformity and lipid artifacts from tissues surrounding the brain. Array coils that multiplex RF-receive and B0 -shim electrical currents (AC/DC mixing) over the same conductive loops provide many degrees of freedom to improve B0 uniformity and reduce lipid artifacts. AC/DC coils are highly efficient due to compact design, requiring low shim currents (<2 A) that can be switched fast (0.5 ms) with high interscan reproducibility (10% coefficient of variation for repeat measurements). We measured four tumor patients and five volunteers at 3 T and show that using AC/DC coils in addition to the vendor-provided second-order spherical harmonics shim provides 19% narrower spectral linewidth, 6% higher SNR, and 23% less lipid content for unrestricted field-of-view MRSI, compared with the vendor-provided shim alone. We demonstrate that improvement in MRSI data quality led to 2HG maps with higher contrast-to-noise ratio for tumors that coincide better with the FLAIR-enhancing lesions in mutant IDH glioma patients. Smaller Cramér-Rao lower bounds for 2HG quantification are obtained in tumors by AC/DC shim, corroborating with simulations that predicted improved accuracy and precision for narrower linewidths. AC/DC coils can be used synergistically with optimized acquisition schemes to improve metabolic imaging for precision oncology of glioma patients. Furthermore, this methodology has broad applicability to other neurological disorders and neuroscience.
© 2021 John Wiley & Sons, Ltd.

Entities:  

Keywords:  D-2-hydroxyglutarate; glioma brain tumor; isocitrate dehydrogenase mutations; magnetic resonance spectroscopic imaging; multicoil shimming; multiplexed RF-receive and B0-shim array; precision oncology

Mesh:

Substances:

Year:  2021        PMID: 34609036      PMCID: PMC8717863          DOI: 10.1002/nbm.4621

Source DB:  PubMed          Journal:  NMR Biomed        ISSN: 0952-3480            Impact factor:   4.478


  46 in total

1.  Proton NMR chemical shifts and coupling constants for brain metabolites.

Authors:  V Govindaraju; K Young; A A Maudsley
Journal:  NMR Biomed       Date:  2000-05       Impact factor: 4.044

2.  Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data.

Authors:  Yan Liu; Chao Ma; Bryan Clifford; Fan Lam; Curtis L Johnson; Zhi-Pei Liang
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

3.  Dynamic multi-coil shimming of the human brain at 7 T.

Authors:  Christoph Juchem; Terence W Nixon; Scott McIntyre; Vincent O Boer; Douglas L Rothman; Robin A de Graaf
Journal:  J Magn Reson       Date:  2011-07-23       Impact factor: 2.229

4.  Volumetric relationship between 2-hydroxyglutarate and FLAIR hyperintensity has potential implications for radiotherapy planning of mutant IDH glioma patients.

Authors:  Kourosh Jafari-Khouzani; Franziska Loebel; Wolfgang Bogner; Otto Rapalino; Gilberto R Gonzalez; Elizabeth Gerstner; Andrew S Chi; Tracy T Batchelor; Bruce R Rosen; Jan Unkelbach; Helen A Shih; Daniel P Cahill; Ovidiu C Andronesi
Journal:  Neuro Oncol       Date:  2016-07-05       Impact factor: 12.300

5.  Multi-coil magnetic field modeling.

Authors:  Christoph Juchem; Dan Green; Robin A de Graaf
Journal:  J Magn Reson       Date:  2013-09-13       Impact factor: 2.229

6.  Cancer-associated IDH1 mutations produce 2-hydroxyglutarate.

Authors:  Lenny Dang; David W White; Stefan Gross; Bryson D Bennett; Mark A Bittinger; Edward M Driggers; Valeria R Fantin; Hyun Gyung Jang; Shengfang Jin; Marie C Keenan; Kevin M Marks; Robert M Prins; Patrick S Ward; Katharine E Yen; Linda M Liau; Joshua D Rabinowitz; Lewis C Cantley; Craig B Thompson; Matthew G Vander Heiden; Shinsan M Su
Journal:  Nature       Date:  2009-12-10       Impact factor: 49.962

7.  A comparative study of short- and long-TE ¹H MRS at 3 T for in vivo detection of 2-hydroxyglutarate in brain tumors.

Authors:  Changho Choi; Sandeep Ganji; Keith Hulsey; Akshay Madan; Zoltan Kovacs; Ivan Dimitrov; Song Zhang; Kumar Pichumani; Dianne Mendelsohn; Bruce Mickey; Craig Malloy; Robert Bachoo; Ralph Deberardinis; Elizabeth Maher
Journal:  NMR Biomed       Date:  2013-04-17       Impact factor: 4.044

8.  Treatment Response Assessment in IDH-Mutant Glioma Patients by Noninvasive 3D Functional Spectroscopic Mapping of 2-Hydroxyglutarate.

Authors:  Ovidiu C Andronesi; Franziska Loebel; Wolfgang Bogner; Małgorzata Marjańska; Matthew G Vander Heiden; A John Iafrate; Jorg Dietrich; Tracy T Batchelor; Elizabeth R Gerstner; William G Kaelin; Andrew S Chi; Bruce R Rosen; Daniel P Cahill
Journal:  Clin Cancer Res       Date:  2015-11-03       Impact factor: 12.531

9.  Super-Resolution Whole-Brain 3D MR Spectroscopic Imaging for Mapping D-2-Hydroxyglutarate and Tumor Metabolism in Isocitrate Dehydrogenase 1-mutated Human Gliomas.

Authors:  Xianqi Li; Bernhard Strasser; Kourosh Jafari-Khouzani; Bijaya Thapa; Julia Small; Daniel P Cahill; Jorg Dietrich; Tracy T Batchelor; Ovidiu C Andronesi
Journal:  Radiology       Date:  2020-01-07       Impact factor: 29.146

10.  An integrated RF-receive/B0-shim array coil boosts performance of whole-brain MR spectroscopic imaging at 7 T.

Authors:  Morteza Esmaeili; Jason Stockmann; Bernhard Strasser; Nicolas Arango; Bijaya Thapa; Zhe Wang; Andre van der Kouwe; Jorg Dietrich; Daniel P Cahill; Tracy T Batchelor; Jacob White; Elfar Adalsteinsson; Lawrence Wald; Ovidiu C Andronesi
Journal:  Sci Rep       Date:  2020-09-14       Impact factor: 4.996

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