Gene Expression Analysis in Three Posttraumatic Stress Disorder Cohorts Implicates Inflammation and Innate Immunity Pathways and Uncovers Shared Genetic Risk With Major Depressive Disorder
Анализ экспрессии генов в трех когортах пациентов с посттравматическим стрессовым расстройством указывает на вовлеченность путей воспаления и врожденного иммунитета и выявляет общий генетический риск с большим депрессивным расстройством
2021-07-29
SCID: 54.1/kuw3rkhc
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differentially expressed genesexpression quantitative trait locigene expression analysisinnate immunity pathwaysposttraumatic stress disorder
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Abstract (AI)
Posttraumatic stress disorder (PTSD) is a complex psychiatric disorder that can develop following exposure to traumatic events. The Psychiatric Genomics Consortium PTSD group (PGC-PTSD) has collected over 20,000 multi-ethnic PTSD cases and controls and has identified both genetic and epigenetic factors associated with PTSD risk. To further investigate biological correlates of PTSD risk, we examined three PGC-PTSD cohorts comprising 977 subjects to identify differentially expressed genes among PTSD cases and controls. Whole blood gene expression was quantified with the HumanHT-12 v4 Expression BeadChip for 726 OEF/OIF veterans from the Veterans Affairs (VA) Mental Illness Research Education and Clinical Center (MIRECC), 155 samples from the Injury and Traumatic Stress (INTRuST) Clinical Consortium, and 96 Australian Vietnam War veterans. Differential gene expression analysis was performed in each cohort separately followed by meta-analysis. In the largest cohort, we performed co-expression analysis to identify modules of genes that are associated with PTSD and MDD. We then conducted expression quantitative trait loci (eQTL) analysis and assessed the presence of eQTL interactions involving PTSD and major depressive disorder (MDD). Finally, we utilized PTSD and MDD GWAS summary statistics to identify regions that colocalize with eQTLs. Although not surpassing correction for multiple testing, the most differentially expressed genes in meta-analysis were interleukin-1 beta (IL1B), a pro-inflammatory cytokine previously associated with PTSD, and integrin-linked kinase (ILK), which is highly expressed in brain and can rescue dysregulated hippocampal neurogenesis and memory deficits. Pathway analysis revealed enrichment of toll-like receptor (TLR) and interleukin-1 receptor genes, which are integral to cellular innate immune response. Co-expression analysis identified four modules of genes associated with PTSD, two of which are also associated with MDD, demonstrating common biological pathways underlying the two conditions. Lastly, we identified four genes (UBA7, HLA-F, HSPA1B, and RERE) with high probability of a shared causal eQTL variant with PTSD and/or MDD GWAS variants, thereby providing a potential mechanism by which the GWAS variant contributes to disease risk. In summary, we provide additional evidence for genes and pathways previously reported and identified plausible novel candidates for PTSD. These data provide further insight into genetic factors and pathways involved in PTSD, as well as potential regions of pleiotropy between PTSD and MDD.
Key Findings
1
Co-expression analysis identified four gene modules associated with PTSD; two modules were also associated with major depressive disorder, indicating shared molecular features.
2
Differentially expressed genes were enriched in toll-like receptor and interleukin-1 receptor pathways, implicating innate immune and inflammatory responses in PTSD.
3
Meta-analysis across three PTSD cohorts identified IL1B and ILK as the most differentially expressed genes, although neither survived multiple-testing correction.
4
The analysis used whole-blood expression data from 977 individuals across three multi-ethnic PTSD cohorts, including veterans and trauma-exposed clinical participants.
5
The study integrated gene expression, eQTL, and PTSD/MDD GWAS data to investigate regulatory interactions and genomic regions potentially shared between the disorders.
Research Object
Whole-blood gene expression in PTSD cases and controls across three multi-ethnic PTSD cohorts, including veterans and trauma-exposed samples
Research Subject
Differential gene expression, co-expression modules, inflammatory and innate-immune pathways, and shared genetic risk with major depressive disorder associated with PTSD
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2021-07-29
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