Back

Relative contribution of gonads and sex chromosomes to sex differences in cell-type gene expression in the mouse medial septum and sex-biased disease risk

Shin, J.; Blencowe, M.; Yang, X.; McQuillen, C.; Hrncir, H.; Chen, X.; Diamante, G.; Ahn, I. S.; Zhang, G.; Arnold, A. P.; Mackenzie-Graham, A.; Lerch, J.; Raznahan, A.

2025-12-11 neuroscience
10.64898/2025.12.08.693050 bioRxiv
Show abstract

BackgroundWhile sex differences in the brain have traditionally been attributed to gonadal hormones, emerging evidence points to regulation by sex chromosomes. This study aims to differentiate the influence of gonads versus sex chromosomes on cellular gene expression in the mouse medial septum (MS), a critically understudied brain region. MethodsUsing single nucleus RNA-sequencing and the Sex Chromosome Trisomy mouse model, we (1) quantified sex differences in cellular gene expression and (2) isolated sex-biasing effects by identifying perturbed cell types, differentially expressed genes, biological pathways, and gene networks, which were integrated with GWAS data to explore links with sex-biased human phenotypes. ResultsOur analysis revealed that volumetric sex differences in the MS are mirrored by widespread transcriptomic changes across cell types. Critically, genetic effects displayed elevated relevance compared to sex hormones in driving sex-biased gene expression. These effects converge to regulate synaptic/neuronal development, transcriptional regulation, and cellular metabolism. Sex chromosome-associated DEGs were enriched for various human disorders, suggesting a cellular and mechanistic basis for their sex-biased patterns. ConclusionsOur findings challenge the classical gonad-centric views of sexual differentiation, as the MS displays sex-biased transcriptional regulation driven by sex chromosome-associated effects that are highly relevant for human health.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
Biology of Sex Differences
29 papers in training set
Top 0.1%
42.6%
2
Human Brain Mapping
295 papers in training set
Top 0.9%
6.8%
3
Translational Psychiatry
219 papers in training set
Top 2%
3.8%
50% of probability mass above
4
Scientific Reports
3102 papers in training set
Top 39%
3.5%
5
Brain, Behavior, and Immunity
105 papers in training set
Top 0.8%
2.9%
6
NeuroImage
813 papers in training set
Top 3%
2.5%
7
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.2%
2.2%
8
PLOS ONE
4510 papers in training set
Top 51%
1.8%
9
Biological Psychiatry Global Open Science
54 papers in training set
Top 0.6%
1.8%
10
Biological Psychiatry
119 papers in training set
Top 2%
1.3%
11
iScience
1063 papers in training set
Top 23%
1.2%
12
Psychoneuroendocrinology
33 papers in training set
Top 0.3%
1.0%
13
eneuro
389 papers in training set
Top 7%
1.0%
14
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
62 papers in training set
Top 1%
1.0%
15
Neuropsychopharmacology
134 papers in training set
Top 2%
0.8%
16
Molecular Autism
29 papers in training set
Top 0.4%
0.8%
17
The Journal of Neuroscience
928 papers in training set
Top 8%
0.8%
18
Schizophrenia Research
29 papers in training set
Top 0.5%
0.8%
19
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.5%
0.8%
20
The Journal of Clinical Endocrinology & Metabolism
35 papers in training set
Top 1%
0.8%
21
Psychological Medicine
74 papers in training set
Top 1%
0.8%
22
Frontiers in Psychiatry
83 papers in training set
Top 3%
0.8%
23
Human Molecular Genetics
130 papers in training set
Top 3%
0.8%
24
Molecular Psychiatry
242 papers in training set
Top 3%
0.8%
25
Journal of Cerebral Blood Flow & Metabolism
43 papers in training set
Top 0.6%
0.8%
26
Clinical Epigenetics
53 papers in training set
Top 1.0%
0.8%
27
GeroScience
97 papers in training set
Top 1%
0.8%
28
NeuroImage: Clinical
132 papers in training set
Top 4%
0.8%
29
Brain Structure and Function
83 papers in training set
Top 0.7%
0.7%
30
Neurobiology of Stress
42 papers in training set
Top 0.6%
0.5%