Back

Effects of sex and gonadal hormones on manually segmented hypothalamic and pituitary gland volumes in young healthy adults

Jones, S. L.; Anastassiadis, C.; Dupuis, M.; Pruessner, J. C.

2023-07-19 neuroscience
10.1101/2023.07.17.549333 bioRxiv
Show abstract

The hypothalamus and pituitary regulate, amongst other functions, third order endocrine systems, and their volumes have been associated with normal and pathological outcomes. Yet, there are very few studies that examine their combined structural variations in vivo. This is due, in part, to their small size and a lack of comprehensive image segmentation protocols. In the current project we acquired high-resolution T1- (1mm isotropic) and T2-weighted (0.4mm in plane resolution) 3T magnetic resonance images (MRI) of the hypothalamus and pituitary gland, as well as salivary estradiol and testosterone from 31 (17M, 14F) young healthy adults. Women reported oral contraceptive use. Image preprocessing included non-uniformity correction, signal intensity normalization and standard stereotaxic space registration. We applied a comprehensive manual segmentation protocol of the whole hypothalamus, with detailed segmentation of the pituitary stalk, the anterior and posterior pituitary gland, and the posterior bright spot. We also propose a novel medial-lateral hypothalamic parcellation into medial preoptic, periventricular (PVN), and lateral hypothalamic regions. The protocol yielded good inter- (range: 0.78-0.92) and intra-rater (range: 0.79-0.94) Dice kappa overlap coefficients. We detected sex differences of the whole hypothalamus and each hemisphere, and a trend for the right preoptic region to be larger in males than in females, with a moderate effect size. Sex differences were maintained or enhanced when covarying for estradiol, but not when covarying for testosterone. In addition, testosterone was associated with the volume of the PVN, but only in women. In summary, these results suggest that there are morphometric differences at the level of the pituitary and hypothalamus that are likely driven by central regulation of gonadal hormones. The here described protocol allows the structural investigation of neuroendocrine effects in the central nervous system.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
NeuroImage
813 papers in training set
Top 0.3%
26.6%
2
Human Brain Mapping
295 papers in training set
Top 0.7%
8.7%
3
Brain Structure and Function
83 papers in training set
Top 0.1%
7.0%
4
Scientific Reports
3102 papers in training set
Top 16%
6.6%
5
Journal of Neuroendocrinology
19 papers in training set
Top 0.1%
5.0%
50% of probability mass above
6
Imaging Neuroscience
242 papers in training set
Top 0.8%
4.4%
7
PLOS ONE
4510 papers in training set
Top 38%
3.7%
8
Frontiers in Neuroscience
223 papers in training set
Top 1%
3.7%
9
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.3%
2.1%
10
Biology of Sex Differences
29 papers in training set
Top 0.2%
1.7%
11
The Journal of Clinical Endocrinology & Metabolism
35 papers in training set
Top 0.7%
1.7%
12
Neuroinformatics
40 papers in training set
Top 0.7%
1.3%
13
Journal of Magnetic Resonance Imaging
14 papers in training set
Top 0.5%
1.0%
14
Journal of Neuroscience Research
25 papers in training set
Top 0.4%
0.9%
15
Frontiers in Neuroinformatics
38 papers in training set
Top 0.6%
0.9%
16
Communications Biology
886 papers in training set
Top 20%
0.8%
17
eneuro
389 papers in training set
Top 8%
0.8%
18
Brain Research
35 papers in training set
Top 2%
0.8%
19
eLife
5422 papers in training set
Top 56%
0.8%
20
Journal of Comparative Neurology
66 papers in training set
Top 0.7%
0.8%
21
Brain and Behavior
37 papers in training set
Top 1%
0.8%
22
The Journal of Neuroscience
928 papers in training set
Top 8%
0.7%
23
Frontiers in Physiology
93 papers in training set
Top 6%
0.7%
24
Frontiers in Psychiatry
83 papers in training set
Top 3%
0.7%
25
Psychoneuroendocrinology
33 papers in training set
Top 0.4%
0.7%
26
Translational Psychiatry
219 papers in training set
Top 4%
0.7%
27
Scientific Data
174 papers in training set
Top 3%
0.7%
28
Neuropsychopharmacology
134 papers in training set
Top 3%
0.7%
29
NeuroImage: Clinical
132 papers in training set
Top 4%
0.7%
30
Journal of Clinical Medicine
91 papers in training set
Top 7%
0.7%