Gabriel Hoffmann, Christine Preibisch, Matthias Günther, Amnah Mahroo, Matthias J. P. van Osch, Lena Václavů, Marie-Christin Metz, Kirsten Jung, Claus Zimmer, Benedikt Wiestler, Stephan Kaczmarz
{"title":"Noninvasive blood–brain barrier integrity mapping in patients with high-grade glioma and metastasis by multi–echo time–encoded arterial spin labeling","authors":"Gabriel Hoffmann, Christine Preibisch, Matthias Günther, Amnah Mahroo, Matthias J. P. van Osch, Lena Václavů, Marie-Christin Metz, Kirsten Jung, Claus Zimmer, Benedikt Wiestler, Stephan Kaczmarz","doi":"10.1002/mrm.30415","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Purpose</h3>\n \n <p>In brain tumors, disruption of the blood–brain barrier (BBB) indicates malignancy. Clinical assessment is qualitative; quantitative evaluation is feasible using the <i>K</i><sub>2</sub> leakage parameter from dynamic susceptibility contrast MRI. However, contrast agent–based techniques are limited in patients with renal dysfunction and insensitive to subtle impairments. Assessing water transport times across the BBB (<i>T</i><sub>ex</sub>) by multi-echo arterial spin labeling promises to detect BBB impairments noninvasively and potentially more sensitively.</p>\n \n <p>We hypothesized that reduced <i>T</i><sub>ex</sub> indicates impaired BBB. Furthermore, we assumed higher sensitivity for <i>T</i><sub>ex</sub> than dynamic susceptibility contrast–based <i>K</i><sub>2</sub>, because arterial spin labeling uses water as a freely diffusible tracer.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We acquired 3T MRI data from 28 patients with intraparenchymal brain tumors (World Health Organization Grade 3 & 4 gliomas [<i>n</i> = 17] or metastases [<i>n</i> = 11]) and 17 age-matched healthy controls. The protocol included multi-echo and single-echo Hadamard-encoded arterial spin labeling, dynamic susceptibility contrast, and conventional clinical imaging. <i>T</i><sub>ex</sub> was calculated using a T<sub>2</sub>-dependent multi-compartment model.</p>\n \n <p>Areas of contrast-enhancing tissue, edema, and normal-appearing tissue were automatically segmented, and parameter values were compared across volumes of interest and between patients and healthy controls.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p><i>T</i><sub>ex</sub> was significantly reduced (−20.3%) in contrast-enhancing tissue compared with normal-appearing gray matter and correlated well with |<i>K</i><sub>2</sub>| (<i>r</i> = −0.347). Compared with healthy controls, <i>T</i><sub>ex</sub> was significantly lower in tumor patients' normal-appearing gray matter (<i>T</i><sub>ex,tumor</sub> = 0.141 ± 0.032 s vs. <i>T</i><sub>ex,HC</sub> = 0.172 ± 0.036 s) and normal-appearing white matter (<i>T</i><sub>ex,tumor</sub> = 0.116 ± 0.015 vs. <i>T</i><sub>ex,HC</sub> = 0.127 ± 0.017 s), whereas |<i>K</i><sub>2</sub>| did not differ significantly. Receiver operating characteristic analysis showed a larger area under the curve for <i>T</i><sub>ex</sub> (0.784) than <i>K</i><sub>2</sub> (0.604).</p>\n </section>\n \n <section>\n \n <h3> Conclusion</h3>\n \n <p><i>T</i><sub>ex</sub> is sensitive to pathophysiologically impaired BBB. It agrees with contrast agent–based <i>K</i><sub>2</sub> in contrast-enhancing tissue and indicates sensitivity to subtle leakage.</p>\n </section>\n </div>","PeriodicalId":18065,"journal":{"name":"Magnetic Resonance in Medicine","volume":"93 5","pages":"2086-2098"},"PeriodicalIF":3.0000,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/mrm.30415","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Magnetic Resonance in Medicine","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/mrm.30415","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose
In brain tumors, disruption of the blood–brain barrier (BBB) indicates malignancy. Clinical assessment is qualitative; quantitative evaluation is feasible using the K2 leakage parameter from dynamic susceptibility contrast MRI. However, contrast agent–based techniques are limited in patients with renal dysfunction and insensitive to subtle impairments. Assessing water transport times across the BBB (Tex) by multi-echo arterial spin labeling promises to detect BBB impairments noninvasively and potentially more sensitively.
We hypothesized that reduced Tex indicates impaired BBB. Furthermore, we assumed higher sensitivity for Tex than dynamic susceptibility contrast–based K2, because arterial spin labeling uses water as a freely diffusible tracer.
Methods
We acquired 3T MRI data from 28 patients with intraparenchymal brain tumors (World Health Organization Grade 3 & 4 gliomas [n = 17] or metastases [n = 11]) and 17 age-matched healthy controls. The protocol included multi-echo and single-echo Hadamard-encoded arterial spin labeling, dynamic susceptibility contrast, and conventional clinical imaging. Tex was calculated using a T2-dependent multi-compartment model.
Areas of contrast-enhancing tissue, edema, and normal-appearing tissue were automatically segmented, and parameter values were compared across volumes of interest and between patients and healthy controls.
Results
Tex was significantly reduced (−20.3%) in contrast-enhancing tissue compared with normal-appearing gray matter and correlated well with |K2| (r = −0.347). Compared with healthy controls, Tex was significantly lower in tumor patients' normal-appearing gray matter (Tex,tumor = 0.141 ± 0.032 s vs. Tex,HC = 0.172 ± 0.036 s) and normal-appearing white matter (Tex,tumor = 0.116 ± 0.015 vs. Tex,HC = 0.127 ± 0.017 s), whereas |K2| did not differ significantly. Receiver operating characteristic analysis showed a larger area under the curve for Tex (0.784) than K2 (0.604).
Conclusion
Tex is sensitive to pathophysiologically impaired BBB. It agrees with contrast agent–based K2 in contrast-enhancing tissue and indicates sensitivity to subtle leakage.
期刊介绍:
Magnetic Resonance in Medicine (Magn Reson Med) is an international journal devoted to the publication of original investigations concerned with all aspects of the development and use of nuclear magnetic resonance and electron paramagnetic resonance techniques for medical applications. Reports of original investigations in the areas of mathematics, computing, engineering, physics, biophysics, chemistry, biochemistry, and physiology directly relevant to magnetic resonance will be accepted, as well as methodology-oriented clinical studies.