Back

Transcriptional Profiling of the Hippocampus in an F2 Cross of a Genetic Rat Model of Internalizing vs. Externalizing Behavior and Addiction Liability

Hebda-Bauer, E. K.; Hagenauer, M. H.; Blandino, P.; Meng, F.; Chitre, A. S.; Ozel, A. B.; Arakawa, K.; Flagel, S. B.; Watson, S. J.; Palmer, A. A.; Li, J.; Akil, H.

2022-07-15 neuroscience
10.1101/2022.07.14.500129 bioRxiv
Show abstract

Selectively-bred High Responder (bHR) and Low Responder (bLR) rats model the extreme externalizing and internalizing behavior accompanying many psychiatric disorders. To elucidate gene expression underlying these heritable behavioral differences, bHRs and bLRs (generation 37) were used to produce a F0-F1-F2 cross. We measured exploratory locomotion, anxiety-like behavior, and reward cue sensitivity (Pavlovian Conditioned Approach), and performed hippocampal RNA-Seq in male and female F0s (n=24) and F2s (n=250). Behaviors that diverged during selective breeding remained correlated in F2s, implying a shared genetic basis. F0 bHR/bLR differential expression was robust, surpassing differences associated with sex, and predicted expression patterns associated with F2 behavior. With bHR-like behavior, gene sets related to growth/proliferation were upregulated, whereas with bLR-like behavior, gene sets related to mitochondrial function, oxidative stress, and microglial activation were upregulated. This differential expression could be successfully predicted based on F0 genotype using cis-expression quantitative trait loci (cis-eQTLs) identified in the F2s. Colocalization of these cis-eQTLs with behavioral Quantitative Trait Loci pinpointed 16 differentially expressed genes that were strong candidates for mediating the influence of genetic variation on behavioral temperament. Our findings implicate hippocampal bioenergetic regulation of oxidative stress, microglial activation, and growth-related processes in shaping behavioral temperament, modulating vulnerability to psychiatric disorders.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Genes, Brain and Behavior
30 papers in training set
Top 0.1%
18.4%
2
Neurobiology of Stress
43 papers in training set
Top 0.1%
9.6%
3
Frontiers in Behavioral Neuroscience
49 papers in training set
Top 0.1%
5.5%
4
The Journal of Neuroscience
1025 papers in training set
Top 3%
5.4%
5
eneuro
439 papers in training set
Top 1%
5.1%
6
Translational Psychiatry
260 papers in training set
Top 1%
5.1%
7
Brain, Behavior, and Immunity
116 papers in training set
Top 0.4%
4.3%
50% of probability mass above
8
Biological Psychiatry
137 papers in training set
Top 0.7%
4.3%
9
eLife
5828 papers in training set
Top 32%
3.4%
10
Scientific Reports
3612 papers in training set
Top 39%
2.7%
11
Hormones and Behavior
45 papers in training set
Top 0.2%
2.4%
12
Molecular Psychiatry
282 papers in training set
Top 3%
2.1%
13
Neuropharmacology
68 papers in training set
Top 0.5%
1.9%
14
Neuropsychopharmacology
153 papers in training set
Top 2%
1.7%
15
Psychopharmacology
69 papers in training set
Top 0.6%
1.4%
16
Frontiers in Neuroscience
256 papers in training set
Top 5%
1.1%
17
European Journal of Neuroscience
189 papers in training set
Top 3%
1.1%
18
Cell Reports
1498 papers in training set
Top 23%
1.1%
19
Cerebral Cortex
396 papers in training set
Top 4%
1.1%
20
Learning & Memory
23 papers in training set
Top 0.2%
1.1%
21
Neuroscience
97 papers in training set
Top 2%
1.0%
22
Biological Psychiatry Global Open Science
60 papers in training set
Top 1%
1.0%
23
Addiction Neuroscience
17 papers in training set
Top 0.3%
1.0%
24
Neurobiology of Disease
148 papers in training set
Top 3%
0.8%
25
Nature Communications
5641 papers in training set
Top 57%
0.8%
26
Neurobiology of Learning and Memory
40 papers in training set
Top 0.6%
0.6%
27
Disease Models & Mechanisms
119 papers in training set
Top 3%
0.6%
28
iScience
1154 papers in training set
Top 40%
0.6%
29
BMC Genomics
406 papers in training set
Top 9%
0.6%