The role of iron and myelin in orientation dependent R2* of white matter

被引:22
作者
Kor, Daniel [1 ,2 ]
Birkl, Christoph [2 ,3 ,4 ]
Ropele, Stefan [4 ]
Doucette, Jonathan [1 ,2 ,3 ]
Xu, Tianyou [5 ]
Wiggermann, Vanessa [1 ,2 ,3 ]
Hernandez-Torres, Enedino [2 ,3 ]
Hametner, Simon [6 ]
Rauscher, Alexander [1 ,2 ,3 ,7 ]
机构
[1] Univ British Columbia, Dept Phys & Astron, Vancouver, BC, Canada
[2] Univ British Columbia, UBC MRI Res Ctr, Vancouver, BC, Canada
[3] Univ British Columbia, Dept Pediat, Div Neurol, Vancouver, BC, Canada
[4] Med Univ Graz, Dept Neurol, Graz, Austria
[5] Univ Oxford, Oxford Ctr Funct MRI Brain, Oxford, England
[6] Univ Med Ctr Gottingen, Inst Neuropathol, Gottingen, Germany
[7] Univ British Columbia, Dept Radiol, Vancouver, BC, Canada
基金
奥地利科学基金会; 加拿大自然科学与工程研究理事会;
关键词
brain iron; MRI; multiple sclerosis; myelin; neurodegenerative disease; R-2*; susceptibility-weighted imaging; white matter fibre orientation; CENTRAL VEIN SIGN; DIFFERENTIATES MULTIPLE-SCLEROSIS; FIBER ORIENTATION; BRAIN IRON; WATER FRACTION; QUANTIFICATION; SUSCEPTIBILITY; DEMYELINATION; VALIDATION; LESIONS;
D O I
10.1002/nbm.4092
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Brain myelin and iron content are important parameters in neurodegenerative diseases such as multiple sclerosis (MS). Both myelin and iron content influence the brain's R-2* relaxation rate. However, their quantification based on R-2* maps requires a realistic tissue model that can be fitted to the measured data. In structures with low myelin content, such as deep gray matter, R-2* shows a linear increase with increasing iron content. In white matter, R-2* is not only affected by iron and myelin but also by the orientation of the myelinated axons with respect to the external magnetic field. Here, we propose a numerical model which incorporates iron and myelin, as well as fibre orientation, to simulate R-2* decay in white matter. Applying our model to fibre orientation-dependent in vivo R-2* data, we are able to determine a unique solution of myelin and iron content in global white matter. We determine an averaged myelin volume fraction of 16.02 +/- 2.07% in non-lesional white matter of patients with MS, 17.32 +/- 2.20% in matched healthy controls, and 18.19 +/- 2.98% in healthy siblings of patients with MS. Averaged iron content was 35.6 +/- 8.9 mg/kg tissue in patients, 43.1 +/- 8.3 mg/kg in controls, and 47.8 +/- 8.2 mg/kg in siblings. All differences in iron content between groups were significant, while the difference in myelin content between MS patients and the siblings of MS patients was significant. In conclusion, we demonstrate that a model that combines myelin-induced orientation-dependent and iron-induced orientation-independent components is able to fit in vivo R-2* data.
引用
收藏
页数:13
相关论文
共 75 条
[1]   Untangling the R2*contrast in multiple sclerosis: A combined MRI-histology study at 7.0 Tesla [J].
Bagnato, Francesca ;
Hametner, Simon ;
Boyd, Emma ;
Endmayr, Verena ;
Shi, Yaping ;
Ikonomidou, Vasiliki ;
Chen, Guanhua ;
Pawate, Siddharama ;
Lassmann, Hans ;
Smith, Seth ;
Welch, E. Brian .
PLOS ONE, 2018, 13 (03)
[2]   The in vivo influence of white matter fiber orientation towards B0 on T2*in the human brain [J].
Bender, B. ;
Klose, U. .
NMR IN BIOMEDICINE, 2010, 23 (09) :1071-1076
[3]   Iron Mapping Using the Temperature Dependency of the Magnetic Susceptibility [J].
Birkl, Christoph ;
Langkammer, Christian ;
Krenn, Heinz ;
Goessler, Walter ;
Ernst, Christina ;
Haybaeck, Johannes ;
Stollberger, Rudolf ;
Fazekas, Franz ;
Ropele, Stefan .
MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (03) :1282-1288
[4]   Relaxometry and magnetometry of ferritin [J].
Brooks, RA ;
Vymazal, J ;
Goldfarb, RB ;
Bulte, JWM ;
Aisen, P .
MAGNETIC RESONANCE IN MEDICINE, 1998, 40 (02) :227-235
[5]   HLA class I alleles tag HLA-DRB1*1501 haplotypes for differential risk in multiple sclerosis susceptibility [J].
Chao, Michael J. ;
Barnardo, Martin C. N. M. ;
Lincoln, Matthew R. ;
Ramagopalan, Sreeram V. ;
Herrera, Blanca M. ;
Dyment, David A. ;
Montpetit, Alexandre ;
Sadovnick, A. Dessa ;
Knight, Julian C. ;
Ebers, George C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (35) :13069-13074
[6]   THE EXTENDED DISABILITY STATUS SCALE (EDSS) AS A PREDICTOR OF IMPAIRMENTS OF FUNCTIONAL ACTIVITIES OF DAILY LIVING IN MULTIPLE-SCLEROSIS [J].
COHEN, RA ;
KESSLER, HR ;
FISCHER, M .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 1993, 115 (02) :132-135
[7]   Overview of quantitative susceptibility mapping [J].
Deistung, Andreas ;
Schweser, Ferdinand ;
Reichenbach, Juergen R. .
NMR IN BIOMEDICINE, 2017, 30 (04)
[8]   The influence of white matter fibre orientation on MR signal phase and decay [J].
Denk, Christian ;
Hernandez Torres, Enedino ;
MacKay, Alex ;
Rauscher, Alexander .
NMR IN BIOMEDICINE, 2011, 24 (03) :246-252
[9]   Rapid solution of the Bloch-Torrey equation in anisotropic tissue: Application to dynamic susceptibility contrast MRI of cerebral white matter [J].
Doucette, Jonathan ;
Wei, Luxi ;
Hernandez-Torres, Enedino ;
Kames, Christian ;
Forkert, Nils D. ;
Aamand, Rasmus ;
Lund, Torben E. ;
Hansen, Brian ;
Rauscher, Alexander .
NEUROIMAGE, 2019, 185 :198-207
[10]   Contributions to magnetic susceptibility of brain tissue [J].
Duyn, Jeff H. ;
Schenck, John .
NMR IN BIOMEDICINE, 2017, 30 (04)