Back

An Expert-guided Hierarchical Graph Attention Network for Post-traumatic Stress Disorder Highlyassociative Genetic Biomarkers Identification

2023-02-01 genetic and genomic medicine Title + abstract only
View on medRxiv
Show abstract

Post-traumatic Stress Disorder (PTSD) is a common debilitating mental disorder, that occurs in some individuals following extremely traumatic events. Traditional identification of Genetic Markers (GM) for PTSD is mainly based on a statistical clinical approach by comparing PTSD patients with normal controls. However, these statistical studies present limitations, often generating inconsistent results. Few studies have yet examined thoroughly the role of somatic mutations, PTSD disease pathways a...

Predicted journal destinations

1
Scientific Reports
701 training papers
Top 2% 21.9%
2
Frontiers in Psychiatry
56 training papers
Top 0.6% 7.7%
3
PLOS ONE
1737 training papers
Top 66% 7.7%
4
Translational Psychiatry
94 training papers
Top 3% 6.3%
5
Nature Human Behaviour
18 training papers
#1 3.8%
6
Genetics in Medicine
57 training papers
Top 5% 2.7%
7
Frontiers in Genetics
32 training papers
Top 0.5% 2.7%
8
Neuropsychopharmacology
29 training papers
Top 2% 1.9%
9
European Journal of Human Genetics
25 training papers
Top 3% 1.5%
10
Molecular Psychiatry
84 training papers
Top 6% 1.5%
11
Biological Psychiatry
36 training papers
Top 4% 1.3%
12
Human Genetics and Genomics Advances
39 training papers
Top 6% 1.3%
13
Cell Genomics
34 training papers
Top 5% 1.3%
14
Journal of Affective Disorders
72 training papers
Top 6% 1.3%
15
The American Journal of Human Genetics
77 training papers
Top 7% 1.3%
16
Genome Medicine
56 training papers
Top 6% 1.3%
17
International Journal of Molecular Sciences
39 training papers
Top 4% 1.2%
18
Psychiatry Research
33 training papers
Top 5% 1.2%
19
PLOS Genetics
39 training papers
Top 6% 1.2%
20
Nature Genetics
72 training papers
Top 9% 1.2%
21
Nature Communications
483 training papers
Top 50% 1.2%
22
Psychological Medicine
52 training papers
Top 6% 1.1%
23
Genes
21 training papers
Top 3% 1.1%
24
npj Genomic Medicine
18 training papers
Top 4% 0.9%
25
Bioinformatics
24 training papers
Top 2% 0.9%
26
Journal of Medical Genetics
22 training papers
Top 3% 0.9%
27
eLife
262 training papers
Top 46% 0.9%
28
Human Molecular Genetics
28 training papers
Top 6% 0.9%
29
Human Brain Mapping
53 training papers
Top 9% 0.9%
30
Neurobiology of Aging
29 training papers
Top 6% 0.7%