Exogenous sex hormone effects on brain microstructure in women: a diffusion MRI study in the UK Biobank

被引:2
作者
Nabulsi, Leila [1 ]
Lawrence, Katherine E. [1 ]
Santhalingam, Vigneshwaran [1 ]
Abaryan, Zvart [1 ]
Boyle, Christina P. [1 ]
Villalon-Reina, Julio E. [1 ]
Nir, Talia M. [1 ]
Gari, Iyad Ba [1 ]
Zhu, Alyssa H. [1 ]
Haddad, Elizabeth [1 ]
Muir, Alexandra M. [1 ]
Jahanshad, Neda [1 ]
Thompson, Paul M. [1 ]
机构
[1] Univ Southern Calif, Mark & Mary Stevens Neuroimaging & Informat Inst, Imaging Genet Ctr, Marina Del Rey, CA 90292 USA
来源
16TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS | 2020年 / 11583卷
关键词
diffusion magnetic resonance imaging (dMRI); aging; sex hormones; hormone therapy; DTI; TDF; NODDI; FRACTIONAL POLYNOMIALS; SPATIAL STATISTICS; ALZHEIMERS-DISEASE; ESTROGEN; THERAPY; COGNITION; MOVEMENT; MEMORY; WINDOW;
D O I
10.1117/12.2579631
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This study used advanced diffusion-weighted MRI (dMRI) to examine the association between exogenous sex-hormone exposure and the brain's white matter aging trajectories in a large population-based sample of women. To investigate the effect of pre- and post-menopausal sex hormones on brain aging, cross-sectional brain dMRI data from the UK Biobank was analyzed using 3 diffusion models: conventional diffusion tensor imaging (DTI), the tensor distribution function (TDF), and neurite orientation dispersion and density imaging (NODDI). Mean skeletonized diffusivity measures were extracted and averaged across the whole brain, including fractional anisotropy, isotropic volume fraction, intracellular volume fraction and orientation dispersion index. We used general linear models and fractional polynomial regressions to characterize age-related trajectories in white matter measures following hormone therapy (HT) and oral contraceptive (OC) use in women (HT analysis: N=8,301; OC analysis: N=8,913). Sex hormone treatment (HT and OC) was statistically associated with the aging trends in white matter measures. Estrogen therapy alone appeared to exert a neuroprotective effect on age-related white matter processes, compared to HT containing both estrogen and progestin therapy - which was associated with accelerated aging-related processes in women. These results support the hypothesis that exogenous sex hormone exposure may impact white matter aging; white matter metrics may also be sensitive to sex hormone levels in women. Furthermore, we discuss the necessity to test alternative models for lifespan trajectories beyond popular linear and quadratic models, especially when dealing with large samples. Fractional polynomial models may provide a more adaptive alternative to linear or quadratic models.
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页数:14
相关论文
共 58 条
[1]   Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank [J].
Alfaro-Almagro, Fidel ;
Jenkinson, Mark ;
Bangerter, Neal K. ;
Andersson, Jesper L. R. ;
Griffanti, Ludovica ;
Douaud, Gwenaelle ;
Sotiropoulos, Stamatios N. ;
Jbabdi, Saad ;
Hernandez-Fernandez, Moises ;
Vallee, Emmanuel ;
Vidaurre, Diego ;
Webster, Matthew ;
McCarthy, Paul ;
Rorden, Christopher ;
Daducci, Alessandro ;
Alexander, Daniel C. ;
Zhang, Hui ;
Dragonu, Iulius ;
Matthews, Paul M. ;
Miller, Karla L. ;
Smith, Stephen M. .
NEUROIMAGE, 2018, 166 :400-424
[2]   Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images [J].
Andersson, Jesper L. R. ;
Graham, Mark S. ;
Zsoldos, Eniko ;
Sotiropoulos, Stamatios N. .
NEUROIMAGE, 2016, 141 :556-572
[3]   An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging [J].
Andersson, Jesper L. R. ;
Sotiropoulos, Stamatios N. .
NEUROIMAGE, 2016, 125 :1063-1078
[4]   Methodological considerations on tract-based spatial statistics (TBSS) [J].
Bach, Michael ;
Laun, Frederik B. ;
Leemans, Alexander ;
Tax, Chantal M. W. ;
Biessels, Geert J. ;
Stieltjes, Bram ;
Maier-Hein, Klaus H. .
NEUROIMAGE, 2014, 100 :358-369
[5]   In-vivo Dynamics of the Human Hippocampus across the Menstrual Cycle [J].
Barth, Claudia ;
Steele, Christopher J. ;
Mueller, Karsten ;
Rekkas, Vivien P. ;
Arelin, Katrin ;
Pampel, Andre ;
Burmann, Inga ;
Kratzsch, Juergen ;
Villringer, Arno ;
Sacher, Julia .
SCIENTIFIC REPORTS, 2016, 6
[6]  
Bethlehem R. A. I., 2019, BIORXIV, P1
[7]   Estrogen, brain structure, and cognition in postmenopausalwomen [J].
Boyle, Christina P. ;
Raji, Cyrus A. ;
Erickson, Kirk, I ;
Lopez, Oscar L. ;
Becker, James T. ;
Gach, H. Michael ;
Kuller, Lewis H. ;
Longstreth, William, Jr. ;
Carmichael, Owen T. ;
Riedel, Brandalyn C. ;
Thompson, Paul M. .
HUMAN BRAIN MAPPING, 2021, 42 (01) :24-35
[8]   The healthy cell bias of estrogen action: mitochondrial bioenergetics and neurological implications [J].
Brinton, Roberta Diaz .
TRENDS IN NEUROSCIENCES, 2008, 31 (10) :529-537
[9]   History of oral contraceptive drugs and their use worldwide [J].
Christin-Maitre, Sophie .
BEST PRACTICE & RESEARCH CLINICAL ENDOCRINOLOGY & METABOLISM, 2013, 27 (01) :3-12
[10]   Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data [J].
Daducci, Alessandro ;
Canales-Rodriguez, Erick J. ;
Zhang, Hui ;
Dyrby, Tim B. ;
Alexander, Daniel C. ;
Thiran, Jean-Philippe .
NEUROIMAGE, 2015, 105 :32-44