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Skinner JT, Moots PL, Ayers GD, Quarles CC. On the Use of DSC-MRI for Measuring Vascular Permeability. AJNR Am J Neuroradiol 2016; 37:80-7. [PMID: 26427833 DOI: 10.3174/ajnr.a4478] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 05/12/2015] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Contrast agent extravasation has been shown to confound brain tumor perfusion measurements with DSC-MR imaging, necessitating the use of correction techniques (eg, Weisskoff, Bjornerud). Leakage parameters (K2 and K(a)) postulated to reflect vessel permeability can be extracted from these correction methods; however, the biophysical interpretation of these parameters and their relationship to commonly used MR imaging measures of vascular permeability (eg, contrast agent volume transfer constant, [K(trans)]) remain unclear. Given that vascular density, as assessed by blood volume, and vascular permeability, as reflected by K(trans) (and potentially K2 or K(a)), report on unique and clinically informative vascular characteristics, there is a compelling interest to simultaneously assess these features. MATERIALS AND METHODS We acquired multiecho DSC-MR imaging data, allowing the simultaneous computation and voxelwise comparison of single- and dual-echo derived measures of K2, K(a) and K(trans) in patients with glioma. This acquisition enabled the investigation of competing T1 and T2* leakage effects and TE dependency on these parameters. RESULTS K2 and K(a) displayed nonsignificant (P = .150 and P = .060, respectively) voxelwise linear correlations with K(trans), while a significant (P < .001) inverse relationship was observed between K2 and Ka (coefficient of determination [r(2)] = 0.466-0.984). Significantly different (P < .005) mean estimates were found between voxels exhibiting predominately T1 and T2* effects for K2 and K(a). K(trans), however, was observed to be similar between these voxels (0.109 versus 0.092 minutes(-1)). Significant differences (P < .001) in extracellular-extravascular volume fraction (v(e)) (0.285 versus 0.167) were also observed between cohorts. Additionally, K2 and K(a) were found to have a significant quadratic relationship (P = .031 and P = .005, respectively) with v(e). CONCLUSIONS Estimates of vascular permeability in brain tumors may be simultaneously acquired from multiple-echo DSC-MR imaging via K(trans); however, caution should be used in assuming a similar relationship for K2 and K(a).
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Affiliation(s)
- J T Skinner
- From the Vanderbilt University Institute of Imaging Science (J.T.S., C.C.Q.) Departments of Radiology and Radiological Sciences (J.T.S., C.C.Q.)
| | | | - G D Ayers
- Biostatistics (G.D.A.), Vanderbilt University School of Medicine, Nashville, Tennessee
| | - C C Quarles
- From the Vanderbilt University Institute of Imaging Science (J.T.S., C.C.Q.) Departments of Cancer Biology (C.C.Q.) Biomedical Engineering (C.C.Q.), Vanderbilt University, Nashville, Tennessee Departments of Radiology and Radiological Sciences (J.T.S., C.C.Q.)
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Alexandru D, Satyadev R, So W, Lee SH, Lee YS, Hong YK, Kang CS, Rodgers SD, Marascalchi BJ, Strom RG, Riina H, Samadani U, Frempong-Boadu A, Babu R, Sen C, Zagzag D, Anderson MD, Abel TW, Moots PL, Odia Y, Orr BA, Eberhart CG, Rodriguez F, Sweis RT, Lavingia J, Connelly J, Cochran E, van den Bent M, Hartmann C, Preusser M, Strobel T, Dubbink HJ, Kros JM, von Deimling A, Boisselier B, Sanson M, Halling KC, Diefes KL, Aldape K, Giannini C, Rodriguez FJ, Ligon AH, Horkayne-Szakaly I, Rushing EJ, Ligon KL, Vena N, Garcia DI, Douglas Cameron J, Eberhart CG, Raghunathan A, Wani K, Armstrong TS, Vera-Bolanos E, Fouladi M, Gajjar A, Goldman S, Lehman NL, Metellus P, Mikkelsen T, Necesito-Reyes MJT, Omuro A, Packer RJ, Partap S, Pollack IF, Prados MD, Ian Robbins H, Soffietti R, Wu J, Gilbert MR, Aldape KD, Prosniak M, Harshyne LA, Andrews DW, Craig Hooper D, Kagawa N, Hosen N, Kijima N, Hirayama R, Chiba Y, Yamamoto F, Kinoshita M, Hashimoto N, Fujimoto Y, Yoshimine T, Hu J, Nuno M, Patil C, Rudnick J, Phuphanich S, Bannykh S, Chu R, Yu J, Black K, Choi J, Kim D, Shim KW, Kim SH, Kanno H, Nishihara H, Tanaka S, Nishihara H, Yanagi T, Kanno H, Tanaka S, Buczkowicz P, Khuong-Quang DA, Rakopoulos P, Bouffet E, Morrison A, Bartels U, Pfister SM, Jabado N, Hawkins C, Weinberg BD, Newell KL, Kumar P, Wang F, Venneti S, Madden M, Coyne T, Phillips J, Gorovets D, Huse J, Kofler J, Lu C, Tihan T, Sullivan L, Santi M, Judkins A, Thompson C, Perry A, Iorgulescu JB, Laufer I, Hameed M, Lis E, Boland P, Komotar R, Bilsky M, Amato-Watkins AC, Neal J, Rees AD, Davies JS, Hayhurst C, Lu-Emerson C, Snuderl M, Davidson C, Kirkpatrick ND, Huang Y, Duda DG, Ancukiewicz M, Stemmer-Rachamimov A, Batchelor TT, Jain RK, Ellezam B, Theeler BJ, Sadighi ZS, Mehta V, Tran MDT, Adesina AM, Puduvalli VK, Bruner JM. CLIN-PATHOLOGY. Neuro Oncol 2012. [DOI: 10.1093/neuonc/nos233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Moots PL, O'Neill A, Barger GR, Mehta MP, Gilbert MR. Toxicities associated with chemotherapy followed by craniospinal radiation for adults with poor-risk medulloblastoma/PNET and disseminated ependymoma; a preliminary report of ECOG 4397. J Clin Oncol 2004. [DOI: 10.1200/jco.2004.22.90140.1573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- P. L. Moots
- Vanderbilt University, Nashville, TN; Dana Farber Cancer Institute, Boston, MA; Karmanos Cancer Institute, Wayne State University, Detroit, MI; University of Wisconsin, Madison, WI; M. D. Anderson Cancer Center, Houston, TX
| | - A. O'Neill
- Vanderbilt University, Nashville, TN; Dana Farber Cancer Institute, Boston, MA; Karmanos Cancer Institute, Wayne State University, Detroit, MI; University of Wisconsin, Madison, WI; M. D. Anderson Cancer Center, Houston, TX
| | - G. R. Barger
- Vanderbilt University, Nashville, TN; Dana Farber Cancer Institute, Boston, MA; Karmanos Cancer Institute, Wayne State University, Detroit, MI; University of Wisconsin, Madison, WI; M. D. Anderson Cancer Center, Houston, TX
| | - M. P. Mehta
- Vanderbilt University, Nashville, TN; Dana Farber Cancer Institute, Boston, MA; Karmanos Cancer Institute, Wayne State University, Detroit, MI; University of Wisconsin, Madison, WI; M. D. Anderson Cancer Center, Houston, TX
| | - M. R. Gilbert
- Vanderbilt University, Nashville, TN; Dana Farber Cancer Institute, Boston, MA; Karmanos Cancer Institute, Wayne State University, Detroit, MI; University of Wisconsin, Madison, WI; M. D. Anderson Cancer Center, Houston, TX
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Jennings MT, Hart CE, Commers PA, Whitlock JA, Martincic D, Maciunas RJ, Moots PL, Shehab TM. Transforming growth factor beta as a potential tumor progression factor among hyperdiploid glioblastoma cultures: evidence for the role of platelet-derived growth factor. J Neurooncol 1997; 31:233-54. [PMID: 9049853 DOI: 10.1023/a:1005767616500] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Among early-passage, near-diploid gliomas in vitro, transforming growth factor type beta (TGF beta) has been previously shown to be an autocrine growth inhibitor. In contrast, hyperdiploid (> or = 57 chromosomes/metaphase) glioblastoma multiforme (HD-GM) cultures were autocrinely stimulated by the TGF beta. The mechanism of this 'conversion' from autocrine inhibitor to mitogen is not understood; previous studies have suggested that platelet-derived growth factor (PDGF) might be modulated by TGF beta. The similar expression of TGF beta types 1-3, PDGF-AA; -BB, as well as the PDGF receptor alpha and beta subunits (a/beta PDGFR) between biopsies of the HD-GM and near-diploid, TGF beta-inhibited glioblastomas (GM) by immunohistochemistry did not explain the discrepancy in their regulatory responses. Flow cytometry demonstrated that TGF beta's mitogenic effect was selective for the aneuploid subpopulations of two of three selected HD-GM cultures, while the diploid cells were inhibited. Among the HD-GM, TGF beta 1 induced the RNA of PDGF-A, c-sis and TGF beta 1. The amount of PDGF-AA secreted following TGF beta treatment was sufficient to stimulate the proliferation of a HD-GM culture. Antibodies against PDGF-AA, -BB, -AB, alpha PDGFR and/or beta PDGFR subunits effectively neutralized TGF beta's induction of DNA synthesis among the HD-GM cell lines, indicating that PDGF served as the principal mediator of TGF beta's growth stimulatory effect. By comparison, TGF beta induced only the RNA of PDGF-A and TGF beta 1 among the near-diploid GM, c-sis was not expressed at all. However, the amount of PDGF-A which was secreted in response to TGF beta 1 was insufficient to prevent TGF beta's arrest of the near-diploid cultures in G1 phase. Thus, the emergence of hyperdiploidy was associated with qualitative and quantitative differences in TGF beta's modulation of PDGF-A and c-sis, which provided a mechanism by which the aneuploid glioma cells might achieve 'clonal dominance'. We hypothesize that TGF beta may serve as an autocrine promoter of GM progression by providing a selective advantage to the hyperdiploid subpopulation through the loss of a tumor suppressor gene which mediates TGF beta's inhibitory effect.
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Affiliation(s)
- M T Jennings
- Department of Neurology, Vanderbilt School of Medicine, USA
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Abstract
OBJECTIVE To describe the morbidity associated with seizures and the efficacy of anticonvulsant therapy in adult patients with malignant gliomas (MGs). STUDY DESIGN A retrospective review of charts was performed to determine the occurrence of seizures at diagnosis, the frequency and character of subsequent seizures, and the use and toxic side effects of anticonvulsants. PATIENTS Sixty-five consecutive adult patients with supratentorial MGs who were examined in the neurooncology clinic at a university medical center were studied. The diagnosis was glioblastoma in 47 of the patients, and it was anaplastic astrocytoma in 18 patients. The mean age of the patients was 49.5 years. The median Karnofsky status score was 80. The median survival was 18 months. RESULTS Twenty-nine patients presented with seizures, and 21 of these had subsequent (eg, "recurrent") seizures while they were receiving anticonvulsant therapy. Ten of 36 patients who were free of seizures at diagnosis experienced seizures after diagnosis (eg, "late onset") while they were being treated with anticonvulsants, including five patients who had single seizures. Long-term seizure frequency in excess of one per month was observed in 13 patients. Ten patients had episodes of partial motor status epilepticus. Most recurrent and late-onset seizures occurred despite therapeutic anticonvulsant levels, and without evidence of tumor progression. Rash associated with anticonvulsants was observed in 26% of the patients. Other clinically important toxic side effects were observed in 14% of the patients who were receiving long-term anticonvulsant therapy. CONCLUSIONS Seizures contributed substantially to the neurologic morbidity of MGs in at least 25% of these patients. The occurrence of seizures at diagnosis was a strong predictor of subsequent seizures, and in many patients, seizures proved to be refractory to standard anticonvulsant therapy. Long-term anticonvulsant toxic side effects are relatively common in patients with MGs. The use of long-term seizure prophylaxis for patients with MGs who are free of seizures at presentation is not clearly beneficial and should be studied in a prospective trial.
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Affiliation(s)
- P L Moots
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tenn., USA
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