The objective of this project is to combine hyperpolarized C-13 imaging and H-1 MR spectroscopic imaging (MRSI) data in order to detect differences in dynamic and steady state metabolism that can be used to improve the evaluation of patients with glioblastoma (GBM). This is an important clinical problem because conventional anatomic imaging can provide ambiguous results that make it difficult to decide whether patients have responded to therapy or show signs of disease progression. While current H-1 MRSI methods give robust measures of the spatial extent of abnormal metabolism through values of the choline to N-acetylaspartate index (CNI), additional parameters are required to improve the specificity for distinguishing recurrent tumor from treatment related effects and to detect rapid changes that occur following treatment. Hyperpolarized C-13 pyruvate imaging is a new MR imaging method that provides information about dynamic changes in metabolism and has provided promising results in pre-clinical and patient studies of GBM. Understanding how the dynamic data obtained using hyperpolarized C13 pyruvate imaging can be combined with the more established steady state H-1 MRSI parameters and conventional anatomic imaging is critical for determining how to utilize the results obtained for making decisions about patient care.
Specific Aim 1 will apply these two metabolic imaging strategies to patients with newly diagnosed GBM at the pre-RT and the first post-RT follow-up scan. Rates of conversion of pyruvate to lactate and bicarbonate will be evaluated in normal appearing brain, the anatomic lesion and the CNI lesion in order to determine whether they will improve the definition of residual tumor.
Specific Aim 2 will use metabolic imaging to target locations for tissue sampling in patients undergoing surgery for suspected recurrence. The goal will be to validate H-1 and C-13 parameters as markers of recurrent tumor vs treatment related effects.
Specific Aim 3 will obtain metabolic imaging from patients who are suspected to have recurrent GBM and are being treated with standard of care therapies. The hypothesis being tested is that lactate/pyruvate will be decreased at the 7-day scan, and the choline to N-acetylaspartate index (CNI) will be decreased at the 6-8 week scan relative to the pre-treatment scan. This will be critical for determining whether these metabolic markers can be used as early indicators of response to therapy.

Public Health Relevance

The purpose of this project is to develop non-invasive markers for assessing tumor aggressiveness and monitoring response to therapy for patients with gliobastoma by integrating two Magnetic Resonance (MR) metabolic imaging strategies with conventional anatomic imaging. The first method is H-1 MR spectroscopic imaging, which provides steady state metrics that describe tumor burden and predict overall survival. The second method is hyperpolarized C-13 imaging, which is a novel technology for monitoring dynamic changes in the magnitude and rate of conversion of pyruvate to its metabolic products. We will use the information obtained to differentiate normal brain, tumor and treatment related effects in order to improve the clinical evaluation of patients with GBM.

Agency
National Institute of Health (NIH)
Institute
National Cancer Institute (NCI)
Type
Specialized Center (P50)
Project #
5P50CA097257-17
Application #
9778721
Study Section
Special Emphasis Panel (ZCA1)
Project Start
Project End
Budget Start
2019-09-01
Budget End
2020-08-31
Support Year
17
Fiscal Year
2019
Total Cost
Indirect Cost
Name
University of California San Francisco
Department
Type
DUNS #
094878337
City
San Francisco
State
CA
Country
United States
Zip Code
94118
Ostrom, Quinn T; Kinnersley, Ben; Wrensch, Margaret R et al. (2018) Sex-specific glioma genome-wide association study identifies new risk locus at 3p21.31 in females, and finds sex-differences in risk at 8q24.21. Sci Rep 8:7352
Salas, Lucas A; Koestler, Devin C; Butler, Rondi A et al. (2018) An optimized library for reference-based deconvolution of whole-blood biospecimens assayed using the Illumina HumanMethylationEPIC BeadArray. Genome Biol 19:64
Choi, Serah; Yu, Yao; Grimmer, Matthew R et al. (2018) Temozolomide-associated hypermutation in gliomas. Neuro Oncol 20:1300-1309
Jacobs, Daniel I; Liu, Yanhong; Gabrusiewicz, Konrad et al. (2018) Germline polymorphisms in myeloid-associated genes are not associated with survival in glioma patients. J Neurooncol 136:33-39
Berntsson, Shala G; Merrell, Ryan T; Amirian, E Susan et al. (2018) Glioma-related seizures in relation to histopathological subtypes: a report from the glioma international case-control study. J Neurol 265:1432-1442
Goode, Benjamin; Joseph, Nancy M; Stevers, Meredith et al. (2018) Adenomatoid tumors of the male and female genital tract are defined by TRAF7 mutations that drive aberrant NF-kB pathway activation. Mod Pathol 31:660-673
Hayes, Josie; Yu, Yao; Jalbert, Llewellyn E et al. (2018) Genomic analysis of the origins and evolution of multicentric diffuse lower-grade gliomas. Neuro Oncol 20:632-641
Ostrom, Quinn T; Kinnersley, Ben; Armstrong, Georgina et al. (2018) Age-specific genome-wide association study in glioblastoma identifies increased proportion of 'lower grade glioma'-like features associated with younger age. Int J Cancer 143:2359-2366
Pekmezci, Melike; Stevers, Meredith; Phillips, Joanna J et al. (2018) Multinodular and vacuolating neuronal tumor of the cerebrum is a clonal neoplasm defined by genetic alterations that activate the MAP kinase signaling pathway. Acta Neuropathol 135:485-488
Behr, Spencer C; Villanueva-Meyer, Javier E; Li, Yan et al. (2018) Targeting iron metabolism in high-grade glioma with 68Ga-citrate PET/MR. JCI Insight 3:

Showing the most recent 10 out of 362 publications