Quantification of blood-to-brain transfer rate in multiple sclerosis
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Updated: Apr 14, 2026

Quantification of Neurovascular Protection Following Repetitive Hypoxic Preconditioning and Transient Middle Cerebral Artery Occlusion in Mice
Published on: May 4, 2015
Saeid Taheri1, Gary A Rosenberg2, Corey Ford3
1Department of Radiology and Radiological Sciences, MSC 323, Medical University of South Carolina, Charleston, SC 29425-3230, United States.
Abstract:
Blood-brain barrier (BBB) disruption visualized in lesions by MRI is a major biomarker of disease activity in multiple sclerosis (MS). However, in MS, destruction occurs to a variable extent in lesions as well as in gray matter (GM) and in the normal appearing white matter (NAWM). A method to quantify the BBB disruption in lesions as well as in non-lesion areas would be useful for assessment of MS progression and treatments. The objective of this study was to quantify the BBB transfer rate (Ki) in WM lesions, in the NAWM, and in the full-brain of MS patients. Thirteen MS patients with active lesions and 10 healthy controls with age and gender matching were recruited for full-brain and WM Ki studies. Dynamic contrast-enhanced MRI (DCEMRI) scans were conducted using T1 mapping with partial inversion recovery (TAPIR), a fast T1 mapping technique, following administration of a quarter-dose of the contrast agent Gadolinium-DTPA (Gd-DTPA). The Patlak modeling technique was used to derive a voxel-based map of Ki. In all patients contrast-enhanced lesions, quantified by Ki maps, were observed. Compared with controls, patients with MS exhibited an increase in mean Ki of the full-brain (P-value<0.05) but no significant difference in mean Ki of NAWM. The identified increase in full-brain Ki of MS patients suggests a global vascular involvement associated with MS disease. The lack of observed significant decrease in Ki in NAWM suggests lower involvement of WM vasculature than full-brain vasculature in MS. Ki maps constructed from time series data acquired by DCEMRI provide additional information about BBB that could be used for evaluation of vascular involvement in MS and monitoring treatment effectiveness.
Insights
Blood-brain barrier (BBB) disruption is increased in multiple sclerosis (MS) patients, indicating global vascular involvement. Quantifying BBB transfer rate (Ki) using MRI offers insights into MS progression and treatment effectiveness.
Area of Science:
- Neuroimaging
- Vascular Biology
- Multiple Sclerosis Research
Background:
- Blood-brain barrier (BBB) disruption is a key MRI biomarker in multiple sclerosis (MS).
- Current methods struggle to quantify BBB disruption in both lesions and normal-appearing brain tissue.
- Accurate quantification is crucial for assessing MS progression and treatment efficacy.
Purpose of the Study:
- To quantify the BBB transfer rate (Ki) in white matter (WM) lesions, normal-appearing white matter (NAWM), and the full brain of MS patients.
- To assess the utility of dynamic contrast-enhanced MRI (DCE-MRI) and Patlak modeling for BBB quantification in MS.
Main Methods:
- Recruited 13 MS patients and 10 healthy controls.
- Utilized T1 mapping with partial inversion recovery (TAPIR) and a quarter-dose of Gadolinium-DTPA (Gd-DTPA) for DCE-MRI scans.
- Applied Patlak modeling to derive voxel-based Ki maps for BBB transfer rate quantification.
Main Results:
- All MS patients showed contrast-enhanced lesions quantified by Ki maps.
- MS patients exhibited a significant increase in mean full-brain Ki compared to controls (P<0.05).
- No significant difference in mean Ki was observed in normal-appearing white matter (NAWM) between MS patients and controls.
Conclusions:
- Increased full-brain Ki in MS patients suggests global vascular involvement.
- The lack of significant change in NAWM Ki indicates less involvement of WM vasculature compared to the full brain.
- Ki maps derived from DCE-MRI provide valuable data for evaluating vascular involvement and monitoring treatment in MS.
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