Utilizing Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) to Analyze Interstitial Fluid Flow and Transport in Glioblastoma and the Surrounding Parenchyma in Human Patients

作者: Daniel Abler , Krishnashis Chatterjee , Jennifer M Munson , Prativa Sahoo , Russell C Rockne

DOI: 10.3390/PHARMACEUTICS13020212

关键词: GlioblastomaFlow velocityInterstitial fluid flowBrain tumorLimited accessMagnetic resonance imagingDynamic contrastParenchymaRadiologyMedicine

摘要: Background: Glioblastoma (GBM) is the deadliest and most common brain tumor in adults, with poor survival response to aggressive therapy. Limited access of drugs cells one reason for such grim clinical outcomes. A driving force therapeutic delivery interstitial fluid flow (IFF), both within surrounding parenchyma. However, convective diffusive transport mechanisms are understudied. In this study, we examined application a novel image analysis method measure diffusion GBM patients. Methods: Here, applied an imaging methodology that had been previously tested validated vitro, silico, preclinical models disease archival patient data from Ivy Atlas Project (GAP) dataset. The required use dynamic contrast-enhanced magnetic resonance (DCE-MRI), which readily available database. results, consisted IFF velocity coefficients, were then compared outcomes as survival. Results: We characterized patterns found strong correlations between rates measured tumors parenchymal space, where hypothesized velocities would be higher. Analyzing overall magnitudes indicated significant correlation age cohort. Additionally, neither size nor resection significantly altered magnitude. Lastly, mapped pathways variability degree directionality hypothesize may lead information concerning treatment, invasive spread, progression future studies. Conclusions: An standard DCE-MRI patients offers more regarding around tumor, shows still detected post-resection, indicates correlate prognosis.

参考文章(50)
Seong Hoon Jang, M. Guillaume Wientjes, Dan Lu, Jessie L.‐S. Au, Drug delivery and transport to solid tumors. Pharmaceutical Research. ,vol. 20, pp. 1337- 1350 ,(2003) , 10.1023/A:1025785505977
Rakesh K. Jain, Emmanuelle di Tomaso, Dan G. Duda, Jay S. Loeffler, A. Gregory Sorensen, Tracy T. Batchelor, Angiogenesis in brain tumours Nature Reviews Neuroscience. ,vol. 8, pp. 610- 622 ,(2007) , 10.1038/NRN2175
Josephine H. Naish, Robert C. Baldwin, Tufail Patankar, Suzanne Jeffries, Alistair S. Burns, Christopher J. Taylor, John C. Waterton, Alan Jackson, Abnormalities of CSF flow patterns in the cerebral aqueduct in treatment-resistant late-life depression: a potential biomarker of microvascular angiopathy. Magnetic Resonance in Medicine. ,vol. 56, pp. 509- 516 ,(2006) , 10.1002/MRM.20999
Lee M Ellis, Isaiah J Fidler, Finding the tumor copycat. Therapy fails, patients don't. Nature Medicine. ,vol. 16, pp. 974- 975 ,(2010) , 10.1038/NM0910-974
Malisa Sarntinoranont, Frank Rooney, Mauro Ferrari, Interstitial stress and fluid pressure within a growing tumor. Annals of Biomedical Engineering. ,vol. 31, pp. 327- 335 ,(2003) , 10.1114/1.1554923
Pamela R. Jackson, Joseph Juliano, Andrea Hawkins-Daarud, Russell C. Rockne, Kristin R. Swanson, Patient-Specific Mathematical Neuro-Oncology: Using a Simple Proliferation and Invasion Tumor Model to Inform Clinical Practice Bulletin of Mathematical Biology. ,vol. 77, pp. 846- 856 ,(2015) , 10.1007/S11538-015-0067-7
Malisa Sarntinoranont, Xiaoming Chen, Jianbing Zhao, Thomas H Mareci, None, Computational model of interstitial transport in the spinal cord using diffusion tensor imaging. Annals of Biomedical Engineering. ,vol. 34, pp. 1304- 1321 ,(2006) , 10.1007/S10439-006-9135-3
Patrick H. Luetmer, John Huston, Jonathan A. Friedman, Geoffrey R. Dixon, Ronald C. Petersen, Clifford R. Jack, Robyn L. McClelland, Michael J. Ebersold, Measurement of Cerebrospinal Fluid Flow at the Cerebral Aqueduct by Use of Phase-contrast Magnetic Resonance Imaging: Technique Validation and Utility in Diagnosing Idiopathic Normal Pressure Hydrocephalus Neurosurgery. ,vol. 50, pp. 534- 543 ,(2002) , 10.1097/00006123-200203000-00020
Jeffrey J. Iliff, Hedok Lee, Mei Yu, Tian Feng, Jean Logan, Maiken Nedergaard, Helene Benveniste, Brain-wide pathway for waste clearance captured by contrast-enhanced MRI Journal of Clinical Investigation. ,vol. 123, pp. 1299- 1309 ,(2013) , 10.1172/JCI67677