| Literature DB >> 23670490 |
A Neumeister1, M D Normandin, R H Pietrzak, D Piomelli, M Q Zheng, A Gujarro-Anton, M N Potenza, C R Bailey, S F Lin, S Najafzadeh, J Ropchan, S Henry, S Corsi-Travali, R E Carson, Y Huang.
Abstract
Endocannabinoids and their attending cannabinoid type 1 (CB1) receptor have been implicated in animal models of post-traumatic stress disorder (PTSD). However, their specific role has not been studied in people with PTSD. Herein, we present an in vivo imaging study using positron emission tomography (PET) and the CB1-selective radioligand [(11)C]OMAR in individuals with PTSD, and healthy controls with lifetime histories of trauma (trauma-exposed controls (TC)) and those without such histories (healthy controls (HC)). Untreated individuals with PTSD (N=25) with non-combat trauma histories, and TC (N=12) and HC (N=23) participated in a magnetic resonance imaging scan and a resting PET scan with the CB1 receptor antagonist radiotracer [(11)C]OMAR, which measures the volume of distribution (VT) linearly related to CB1 receptor availability. Peripheral levels of anandamide, 2-arachidonoylglycerol, oleoylethanolamide, palmitoylethanolamide and cortisol were also assessed. In the PTSD group, relative to the HC and TC groups, we found elevated brain-wide [(11)C]OMAR VT values (F(2,53)=7.96, P=0.001; 19.5% and 14.5% higher, respectively), which were most pronounced in women (F(1,53)=5.52, P=0.023). Anandamide concentrations were reduced in the PTSD relative to the TC (53.1% lower) and HC (58.2% lower) groups. Cortisol levels were lower in the PTSD and TC groups relative to the HC group. Three biomarkers examined collectively--OMAR VT, anandamide and cortisol--correctly classified nearly 85% of PTSD cases. These results suggest that abnormal CB1 receptor-mediated anandamide signaling is implicated in the etiology of PTSD, and provide a promising neurobiological model to develop novel, evidence-based pharmacotherapies for this disorder.Entities:
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Year: 2013 PMID: 23670490 PMCID: PMC3752332 DOI: 10.1038/mp.2013.61
Source DB: PubMed Journal: Mol Psychiatry ISSN: 1359-4184 Impact factor: 15.992
Demographic and clinical characteristics of study groups
| Healthy controls | Trauma controls | PTSD | Test of difference | Pairwise comparisons | |
|---|---|---|---|---|---|
| N | 23 | 12 | 25 | ||
| M (SD) or n (%) | M (SD) or n (%) | M (SD) or n (%) | |||
| Age | 32.1 (8.5) | 29.7 (7.9) | 32.2 (9.9) | F(2,57)=.36, p=.70 | - |
| Male sex | 11 (47.8%) | 7 (58.3%) | 11 (44.0%) | χ2(2)=.67, p=.71 | - |
| White race/ethnicity | 14 (60.9%) | 2 (16.7%) | 8 (32.0%) | χ2(2)=7.56, p=.023 | HC>TC,PTSD |
| Education (years) | 16.0 (2.1) | 14.1 (1.8) | 14.6 (3.1) | F(2,57)=2.86, p=.066 | - |
| Body mass index | 25.0 (3.4) | 26.6 (4.5) | 25.3 (4.7) | F(2,57)=.56, p=.57 | - |
| Ever drank alcohol in lifetime | 11 (73.3%) | 3 (42.9%) | 12 (57.1%) | χ2(2)=2.04, p=.36 | - |
| Number of years used alcohol | 5.7 (6.3) | 8.0 (11.5) | 5.0 (6.0) | F(2,38)=.44, p=.65 | - |
| Drank alcohol in past 30 days | 9 (56.3%) | 6 (54.5%) | 10 (47.6%) | χ2(2)=.31, p=.86 | - |
| Number of days drank alcohol in past 30 days | 2.4 (3.3) | 3.7 (5.0) | 2.5 (3.4) | F(2,45)=.48, p=.62 | - |
| Current smoker | 0 (0%) | 0 (0%) | 9 (36.0%) | χ2(2)=14.82, p=.001 | PTSD>HC,TC |
| Nicotine dependence | 0 (0%) | 0 (0%) | 3 (12.0%) | χ2(2)=4.42, p=.11 | - |
| Indices of lifetime trauma | |||||
| Age at first trauma | - | 13.0 (4.8) | 13.9 (10.3) | F(1,35)=.09, p=.77 | - |
| Age at presenting trauma | - | 16.5 (8.7) | 18.2 (11.1) | F(1,35)=.22, p=.64 | - |
| Number of traumas | - | 3.0 (2.0) | 3.5 (3.7) | F(1,35)=.18, p=.68 | - |
| Index traumatic event | Fisher's exact test=6.38, p<.001 | ||||
| Physical assault | - | 9 (75.0%) | 22 (88.0%) | ||
| Motor vehicle accident | - | 3 (25.0%) | 0 (0%) | ||
| Witnessed suicide | - | 0 (0%) | 3 (12.0%) | ||
| Lifetime mood or anxiety disorder | 0 (0%) | 0 (0%) | 13 (52.0%) | χ2(2)=23.23, p<.001 | PTSD>HC, TC |
| Lifetime alcohol or drug abuse | 0 (0%) | 0 (0%) | 9 (36.0%) | χ2(2)=14.82, p=.001 | PTSD>HC, TC |
| CAPS score | - | 5.6 (7.6) | 75.5 (17.4) | F(1,35)=175.99, p<.001 | PTSD>TC |
| MADRS score | 2.2 (3.0) | 3.5 (6.5) | 22.7 (10.0) | F(2,57)=54.89, p<.001 | PTSD>HC, TC |
| HAM-A score | 1.6 (2.5) | 2.3 (3.3) | 21.4 (10.4) | F(2,57)=55.77, p<.001 | PTSD>HC, TC |
Note. HC=Healthy controls; TC=Trauma Controls; SD=standard deviation; PTSD=Posttraumatic stress disorder; SD=standard deviation; CAPS=Clinician-Administered PTSD Scale; MADRS= Montgomery-Åsberg Depression Rating Scale; HAM-A=Hamilton Anxiety Rating Scale. Physical assault includes sexual abuse, domestic violence, and other non-combat related physical violence. Some frequencies and denominator degrees of freedom do not sum to total n due to missing data.
[11C]OMAR volume of distribution (VT) values, anandamide, 2-AG, OEA,PEA, and cortisol levels by group
| Healthy controls | Trauma controls | PTSD | Test of difference | Pairwise comparisons | Mean % difference PTSD vs. HC | Mean % difference PTSD vs. TC | Mean % difference TC vs. HC | |
|---|---|---|---|---|---|---|---|---|
| N | 23 | 12 | 25 | |||||
| M (SE) | M (SE) | M (SE) | ||||||
|
| ||||||||
| Mean composite | 1.205 (.044) | 1.258 (.062) | 1.440 (.042) | F(2,53)=7.96, p=.001 | PTSD>HC,TC | +19.5% | +14.5% | +4.4% |
| Anterior cingulate | 1.400 (.049) | 1.432 (.069) | 1.648 (.047) | F(2,53)=7.54, p=.001 | PTSD>HC,TC | +17.7% | +15.1% | +2.3% |
| Amygdala | 1.322 (.056) | 1.444 (.079) | 1.594 (.054) | F(2,53)=6.13, p=.004 | PTSD>HC | +20.6% | +10.4% | +9.2% |
| Caudate | 1.080 (.047) | 1.104 (.067) | 1.287 (.046) | F(2,53)=5.62, p=.006 | PTSD>HC,TC | +19.2% | +16.6% | +2.2% |
| Hippocampus | 1.214 (.052) | 1.257 (.073) | 1.440 (.050) | F(2,53)=5.36, p=.008 | PTSD>HC,TC | +18.6% | +14.6% | +3.5% |
| Pallidum | 1.638 (.085) | 1.666 (.121) | 2.008 (.082) | F(2,53)=5.60, p=.006 | PTSD>HC,TC | +22.6% | +20.5% | +1.7% |
| Orbitofrontal cortex | 1.265 (.043) | 1.321 (.061) | 1.490 (.042) | F(2,53)=7.31, p=.002 | PTSD>HC,TC | +17.8% | +12.8% | +4.4% |
| Anandamide | 2.43 (.25) | 2.73 (.35) | 1.14 (.24) | F(2,53)=9.75, p<.001 | HC,TC>PTSD | −53.1% | −58.2% | +12.3% |
| 2-AG | 7.16 (2.41) | 10.01 (3.71) | 13.31 (2.16) | F(2,41)=1.81, p=.18 | - | - | - | - |
| OEA | 156.41 (23.20) | 25.01 (38.78) | 35.12 (22.16) | F(2,45)=8.45, p=.001 | HC>TC,PTSD | −77.5% | +40.4% | −84.0% |
| PEA | 8.87 (1.54) | 10.22 (2.58) | 9.68 (1.48) | F(2,45)=13, p=.88 | - | - | - | - |
| Cortisol | 12.47 (.71) | 7.18 (1.00) | 8.33 (.70) | F(2,52)=12.69, p<.001 | HC>TC,PTSD | −33.2% | +16.0% | −42.4% |
Note. SE=standard error of the mean. VT=volume of distribution. 2-AG=2-Arachidonoylglycerol; OEA=Oleoylethanolamine; PEA=Palmitoylethanolamide. All models are adjusted for age and sex. Denominator degrees of freedom are lower for F tests examining group differences in 2-AG, PEA, OEA, and cortisol due to missing data.
Figure 1Cohen's d and 95% confidence intervals of effect size differences in [11C]OMAR volume of distribution (VT) values in PTSD and TC groups relative to HC group
Figure 2Cohen's d and 95% confidence intervals of effect size differences in [11C]OMAR volume of distribution (VT) values in PTSD and TC groups relative to HC group by sex
Classification accuracy statistics for logistic regression model examining relation between [11C]OMAR VT, anandamide, and cortisol bio markers and PTSD
|
| Overall classification accuracy | % PTSD cases correctly classified | Nagelkerke's R2 |
|---|---|---|---|
| Cortisol | 61.0% | 33.3% | .134 |
| Composite [11C]OMAR | 70.0% | 52.0% | .217 |
| Anandamide | 73.3% | 76.0% | .348 |
| Cortisol + AEA | 72.9% | 70.8% | .482 |
| Composite [11C]OMAR + Anandamide | 75.0% | 68.0% | .472 |
| Composite [11C]OMAR + Cortisol | 76.3% | 66.7% | .357 |
| Composite [11C]OMAR + Cortisol + Anandamide | 88.1% | 83.3% | .661 |
|
|
| ||
| Composite [11C]OMAR | 6.96, .008 | 3.09 (1.34–7.16) | |
| Cortisol | 7.40, .007 | .24 (.08–.67) | |
| Anandamide | 9.88, .002 | .13 (.03–.46) |
Note. VT=volume of distribution; OR=odds ratio; 95%CI=95% confidence interval.