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Featured researches published by Zhongxu An.


Journal of Clinical Oncology | 2016

Prospective Longitudinal Analysis of 2-Hydroxyglutarate Magnetic Resonance Spectroscopy Identifies Broad Clinical Utility for the Management of Patients With IDH-Mutant Glioma

Changho Choi; Jack Raisanen; Sandeep K. Ganji; Song Zhang; Sarah S. McNeil; Zhongxu An; Akshay Madan; Kimmo J. Hatanpaa; Vamsidhara Vemireddy; Christie A. Sheppard; Dwight Oliver; Keith M. Hulsey; Vivek Tiwari; Tomoyuki Mashimo; James Battiste; Samuel L. Barnett; Christopher Madden; Toral R. Patel; Edward Pan; Craig R. Malloy; Bruce Mickey; Robert M. Bachoo; Elizabeth A. Maher

Purpose Proton magnetic resonance spectroscopy (MRS) of the brain can detect 2-hydroxyglutarate (2HG), the oncometabolite produced in neoplasms harboring a mutation in the gene coding for isocitrate dehydrogenase ( IDH). We conducted a prospective longitudinal imaging study to determine whether quantitative assessment of 2HG by MRS could serve as a noninvasive clinical imaging biomarker for IDH-mutated gliomas. Patients and Methods 2HG MRS was performed in 136 patients using point-resolved spectroscopy at 3 T in parallel with standard clinical magnetic resonance imaging and assessment. Data were analyzed in patient cohorts representing the major phases of the glioma clinical course and were further subgrouped by histology and treatment type to evaluate 2HG. Histologic correlations were performed. Results Quantitative 2HG MRS was technically and biologically reproducible. 2HG concentration > 1 mM could be reliably detected with high confidence. During the period of indolent disease, 2HG concentration varied by less than ± 1 mM, and it increased sharply with tumor progression. 2HG concentration was positively correlated with tumor cellularity and significantly differed between high- and lower-grade gliomas. In response to cytotoxic therapy, 2HG concentration decreased rapidly in 1p/19q codeleted oligodendrogliomas and with a slower time course in astrocytomas and mixed gliomas. The magnitude and time course of the decrease in 2HG concentration and magnitude of the decrease in tumor volume did not differ between oligodendrogliomas treated with temozolomide or carmustine. Criteria for 2HG MRS were established to make a presumptive molecular diagnosis of an IDH mutation in gliomas technically unable to undergo a surgical procedure. Conclusion 2HG concentration as measured by MRS was reproducible and reliably reflected the disease state. These data provide a basis for incorporating 2HG MRS into clinical management of IDH-mutated gliomas.


Magnetic Resonance in Medicine | 2015

Proton T2 measurement and quantification of lactate in brain tumors by MRS at 3 Tesla in vivo

Akshay Madan; Sandeep K. Ganji; Zhongxu An; Kevin S. Choe; Marco C. Pinho; Robert M. Bachoo; Elizabeth A. Maher; Changho Choi

To evaluate the T2 relaxation time of lactate (Lac) in brain tumors and the correlation of the T2 and concentration with tumor grades.


NMR in Biomedicine | 2014

Measurement of regional variation of GABA in the human brain by optimized point-resolved spectroscopy at 7 T in vivo.

Sandeep K. Ganji; Zhongxu An; Abhishek Banerjee; Akshay Madan; Keith M. Hulsey; Changho Choi

The 1H resonances of γ‐aminobutyric acid (GABA) in the human brain in vivo are extensively overlapped with the neighboring abundant resonances of other metabolites and remain indiscernible in short‐TE MRS at 7 T. Here we report that the GABA resonance at 2.28 ppm can be fully resolved by means of echo time optimization of a point‐resolved spectroscopy (PRESS) scheme. Following numerical simulations and phantom validation, the subecho times of PRESS were optimized at (TE, TE2) = (31, 61) ms for detection of GABA, glutamate (Glu), glutamine (Gln), and glutathione (GSH). The in vivo feasibility of the method was tested in several brain regions in nine healthy subjects. Spectra were acquired from the medial prefrontal, left frontal, medial occipital, and left occipital brain and analyzed with LCModel. Following the gray and white matter (GM and WM) segmentation of T1‐weighted images, linear regression of metabolite estimates was performed against the fractional GM contents. The GABA concentration was estimated to be about seven times higher in GM than in WM. GABA was overall higher in frontal than in occipital brain. Glu was about twice as high in GM as in WM in both frontal and occipital brain. Gln was significantly different between frontal GM and WM while being similar between occipital GM and WM. GSH did not show significant dependence on tissue content. The signals from N‐acetylaspartylglutamate were clearly resolved, giving the concentration more than 10 times higher in WM than in GM. Our data indicate that the PRESS TE = 92 ms method provides an effective means for measuring GABA and several challenging J‐coupled spin metabolites in human brain at 7 T. Copyright


Magnetic Resonance in Medicine | 2017

Detection of 2‐hydroxyglutarate in brain tumors by triple‐refocusing MR spectroscopy at 3T in vivo

Zhongxu An; Sandeep K. Ganji; Vivek Tiwari; Marco C. Pinho; Toral R. Patel; Samuel L. Barnett; Edward Pan; Bruce Mickey; Elizabeth A. Maher; Changho Choi

To test the efficacy of triple‐refocusing MR spectroscopy (MRS) for improved detection of 2‐hydroxyglutarate (2HG) in brain tumors at 3T in vivo.


Magnetic Resonance in Medicine | 2017

In vivo detection of 2-hydroxyglutarate in brain tumors by optimized point-resolved spectroscopy (PRESS) at 7T

Sandeep K. Ganji; Zhongxu An; Vivek Tiwari; Sarah S. McNeil; Marco C. Pinho; Edward Pan; Bruce Mickey; Elizabeth A. Maher; Changho Choi

To test the efficacy of 7T MRS for in vivo detection of 2‐hydroxyglutarate (2HG) in brain tumors.


Magnetic Resonance in Medicine | 2018

Echo‐planar spectroscopic imaging with dual‐readout alternated gradients (DRAG‐EPSI) at 7 T: Application for 2‐hydroxyglutarate imaging in glioma patients

Zhongxu An; Vivek Tiwari; Sandeep K. Ganji; Jeannie Baxter; Michael Levy; Marco C. Pinho; Edward Pan; Elizabeth A. Maher; Toral R. Patel; Bruce Mickey; Changho Choi

To develop echo‐planar spectroscopic imaging (EPSI) with large spectral width and accomplish high‐resolution imaging of 2‐hydroxyglutarate (2HG) at 7 T.


Magnetic Resonance in Medicine | 2014

In vivo detection of citrate in brain tumors by 1H magnetic resonance spectroscopy at 3T.

Changho Choi; Sandeep K. Ganji; Akshay Madan; Keith M. Hulsey; Zhongxu An; Song Zhang; Marco C. Pinho; Ralph J. DeBerardinis; Robert M. Bachoo; Elizabeth A. Maher

To test whether citrate is elevated in adult patients with gliomas using 1H magnetic resonance spectroscopy (MRS) at 3T in vivo.


NMR in Biomedicine | 2017

Measurement of glycine in healthy and tumorous brain by triple-refocusing MRS at 3 T in vivo

Vivek Tiwari; Zhongxu An; Sandeep K. Ganji; Jeannie Baxter; Toral R. Patel; Edward Pan; Bruce Mickey; Elizabeth A. Maher; Marco C. Pinho; Changho Choi

Glycine (Gly) has been implicated in several neurological disorders, including malignant brain tumors. The precise measurement of Gly is challenging largely as a result of the spectral overlap with myo‐inositol (mI). We report a new triple‐refocusing sequence for the reliable co‐detection of Gly and mI at 3 T and for the evaluation of Gly in healthy and tumorous brain. The sequence parameters were optimized with density‐matrix simulations and phantom validation. With a total TE of 134 ms, the sequence gave complete suppression of the mI signal between 3.5 and 3.6 ppm and, consequently, well‐defined Gly (3.55 ppm) and mI (3.64 ppm) peaks. In vivo 1H magnetic resonance spectroscopy (MRS) data were acquired from the gray matter (GM)‐dominant medial occipital and white matter (WM)‐dominant left parietal regions in six healthy subjects, and analyzed with LCModel using in‐house‐calculated basis spectra. Tissue segmentation was performed to obtain the GM and WM contents within the MRS voxels. Metabolites were quantified with reference to GM‐rich medial occipital total creatine at 8 mM. The Gly and mI concentrations were estimated to be 0.63 ± 0.05 and 8.6 ± 0.6 mM for the medial occipital and 0.34 ± 0.05 and 5.3 ± 0.8 mM for the left parietal regions, respectively. From linear regression of the metabolite estimates versus fractional GM content, the concentration ratios between pure GM and pure WM were estimated to be 2.6 and 2.1 for Gly and mI, respectively. Clinical application of the optimized sequence was performed in four subjects with brain tumor. The Gly levels in tumors were higher than those of healthy brain. Gly elevation was more extensive in a post‐contrast enhancing region than in a non‐enhancing region. The data indicate that the optimized triple‐refocusing sequence may provide reliable co‐detection of Gly and mI, and alterations of Gly in brain tumors can be precisely evaluated.


Magnetic Resonance in Medicine | 2018

3D high-resolution imaging of 2-hydroxyglutarate in glioma patients using DRAG-EPSI at 3T in vivo

Zhongxu An; Vivek Tiwari; Jeannie Baxter; Michael Levy; Kimmo J. Hatanpaa; Edward Pan; Elizabeth A. Maher; Toral R. Patel; Bruce Mickey; Changho Choi

To develop 3D high‐resolution imaging of 2‐hydroxyglutarate (2HG) at 3T in vivo.


Magnetic Resonance in Medicine | 2018

Distinction of the GABA 2.29 ppm resonance using triple refocusing at 3 T in vivo

Vivek Tiwari; Zhongxu An; Yiming Wang; Changho Choi

To develop 1H MR spectroscopy that provides distinction of γ‐aminobutyric acid (GABA) signal at 3 T in vivo.

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Changho Choi

University of Texas Southwestern Medical Center

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Elizabeth A. Maher

University of Texas Southwestern Medical Center

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Sandeep K. Ganji

University of Texas Southwestern Medical Center

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Marco C. Pinho

University of Texas Southwestern Medical Center

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Vivek Tiwari

University of Texas Southwestern Medical Center

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Akshay Madan

University of Texas Southwestern Medical Center

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Bruce Mickey

University of Texas Southwestern Medical Center

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Edward Pan

University of Texas Southwestern Medical Center

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Keith M. Hulsey

University of Texas Southwestern Medical Center

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Robert M. Bachoo

University of Texas Southwestern Medical Center

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