In Vivo Measurement of Rat Brain Water Content at 9.4 T MR Using Super-Resolution Reconstruction: Validation With Ex Vivo Experiments

被引:1
|
作者
Thomas, Dennis C. [1 ,2 ]
Oros-Peusquens, Ana-Maria [1 ]
Schoeneck, Michael [1 ]
Willuweit, Antje [1 ]
Abbas, Zaheer [1 ]
Zimmermann, Markus [1 ]
Felder, Joerg [1 ,3 ]
Celik, Avdo [4 ]
Shah, Nadim Joni [1 ,4 ,5 ,6 ]
机构
[1] Forschungszentrum Julich, Inst Neurosci & Med 4, INM 4, Leo Brandt Str, D-52428 Julich, Germany
[2] Rhein Westfal TH Aachen, Fac Med, Aachen, Germany
[3] Rhein Westfal TH Aachen, Aachen, Germany
[4] Forschungszentrum Julich, Inst Neurosci & Med 11, JARA, INM 11, Julich, Germany
[5] JARA BRAIN Translat Med, Aachen, Germany
[6] Rhein Westfal TH Aachen, Dept Neurol, Aachen, Germany
基金
欧盟地平线“2020”;
关键词
super-resolution; water content mapping; animal models; MAGNETIC-RESONANCE; MULTIPLE-SCLEROSIS; EDEMA; QUANTIFICATION; INCREASE; MODELS; BIAS; ISCHEMIA; FRACTION;
D O I
10.1002/jmri.29061
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Given that changes in brain water content are often correlated with disease, investigating water content non-invasively and in vivo could lead to a better understanding of the pathogenesis of several neurologic diseases.Purpose; To adapt a super-resolution-based technique, previously developed for humans, to the rat brain and report in vivo high-resolution (HR) water content maps in comparison with ex vivo wet/dry methods.Study Type: Prospective.Animal Model: Eight healthy male Wistar rats.Field Strength/Sequence: 9.4-T, multi-echo gradient-echo (mGRE) sequence.Assessment: Using super-resolution reconstruction (SRR), a HR mGRE image (200 mu m isotropic) was reconstructed from three low-resolution (LR) orthogonal whole-brain images in each animal, which was followed by water content mapping in vivo. The animals were subsequently sacrificed, the brains excised and divided into five regions (front left, front right, middle left, middle right, and cerebellum-brainstem regions), and the water content was measured ex vivo using wet/dry measurements as the reference standard. The water content values of the in vivo and ex vivo methods were then compared for the whole brain and also for the different regions separately.Statistical Tests: Friedman's non-parametric test was used to test difference between the five regions, and Pearson's correlation coefficient was used for correlation between in vivo and ex vivo measurements. A P-value <0.05 was considered statistically significant.Results: Water content values derived from in vivo MR measurements showed strong correlations with water content measured ex vivo at a regional level (r = 0.902). Different brain regions showed significantly different water content values. Water content values were highest in the frontal brain, followed by the midbrain, and lowest in the cerebellum and brainstem regions.Data Conclusion: An in vivo technique to achieve HR isotropic water content maps in the rat brain using SRR was adopted in this study. The MRI-derived water content values obtained using the technique showed strong correlations with water content values obtained using ex vivo wet/dry methods.
引用
收藏
页码:161 / 172
页数:12
相关论文
共 32 条
  • [1] Editorial for "In Vivo Measurement of Rat Brain Water Content at 9.4T Using Super-Resolution Reconstruction-Validation With Ex Vivo Experiments"
    Nunes, Rita G.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2024, 60 (01) : 173 - 174
  • [2] Exploring sex differences in the adult zebra finch brain: In vivo diffusion tensor imaging and ex vivo super-resolution track density imaging
    Hamaide, Julie
    De Groof, Geert
    Van Steenkiste, Gwendolyn
    Jeurissen, Ben
    Van Audekerke, Johan
    Naeyaert, Maarten
    Van Ruijssevelt, Lisbeth
    Cornil, Charlotte
    Sijbers, Jan
    Verhoye, Marleen
    Van der Linden, Annemie
    NEUROIMAGE, 2017, 146 : 789 - 803
  • [3] Whole-Brain Water Content Mapping Using Super-Resolution Reconstruction with MRI Acquisition in 3 Orthogonal Orientations
    Thomas, Dennis C.
    Oros-Peusquens, Ana-Maria
    Poot, Dirk
    Shah, N. Jon
    MAGNETIC RESONANCE IN MEDICINE, 2022, 88 (05) : 2117 - 2130
  • [4] In vivo 1H NMR measurement of glycine in rat brain at 9.4 T at short echo time
    Gambarota, Giulio
    Xin, Lijing
    Perazzolo, Chiara
    Kohler, Ingrid
    Mlynarik, Vladimir
    Gruetter, Rolf
    MAGNETIC RESONANCE IN MEDICINE, 2008, 60 (03) : 727 - 731
  • [5] Improving in vivo human cerebral cortical surface reconstruction using data-driven super-resolution
    Tian, Qiyuan
    Bilgic, Berkin
    Fan, Qiuyun
    Ngamsombat, Chanon
    Zaretskaya, Natalia
    Fultz, Nina E.
    Ohringer, Ned A.
    Chaudhari, Akshay S.
    Hu, Yuxin
    Witzel, Thomas
    Setsompop, Kawin
    Polimeni, Jonathan R.
    Huang, Susie Y.
    CEREBRAL CORTEX, 2021, 31 (01) : 463 - 482
  • [6] Sarcomeric network analysis of ex vivo cultivated human atrial appendage tissue using super-resolution microscopy
    Oleksandra Chabanovska
    Heiko Lemcke
    Hermann Lang
    Brigitte Vollmar
    Pascal M. Dohmen
    Robert David
    Christian Etz
    Catharina Neßelmann
    Scientific Reports, 13 (1)
  • [7] Sarcomeric network analysis of ex vivo cultivated human atrial appendage tissue using super-resolution microscopy
    Chabanovska, Oleksandra
    Lemcke, Heiko
    Lang, Hermann
    Vollmar, Brigitte
    Dohmen, Pascal M.
    David, Robert
    Etz, Christian
    Nesselmann, Catharina
    SCIENTIFIC REPORTS, 2023, 13 (01):
  • [8] Evaluation of 2D super-resolution ultrasound imaging of the rat renal vasculature using ex vivo micro-computed tomography
    Andersen, Sofie Bech
    Taghavi, Iman
    Kjer, Hans Martin
    Sogaard, Stinne Byrholdt
    Gundlach, Carsten
    Dahl, Vedrana Andersen
    Nielsen, Michael Bachmann
    Dahl, Anders Bjorholm
    Jensen, Jorgen Arendt
    Sorensen, Charlotte Mehlin
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [9] Evaluation of 2D super-resolution ultrasound imaging of the rat renal vasculature using ex vivo micro-computed tomography
    Sofie Bech Andersen
    Iman Taghavi
    Hans Martin Kjer
    Stinne Byrholdt Søgaard
    Carsten Gundlach
    Vedrana Andersen Dahl
    Michael Bachmann Nielsen
    Anders Bjorholm Dahl
    Jørgen Arendt Jensen
    Charlotte Mehlin Sørensen
    Scientific Reports, 11
  • [10] In vivo 3D Reconstruction of the Human Pallidothalamic and Nigrothalamic Pathways With Super-Resolution 7T MR Track Density Imaging and Fiber Tractography
    Kwon, Dae-Hyuk
    Paek, Sun Ha
    Kim, Young-Bo
    Lee, Haigun
    Cho, Zang-Hee
    FRONTIERS IN NEUROANATOMY, 2021, 15