Back

The gut microbiome is associated with cocaine behavior and predicts addiction vulnerability in adult male rats

Suess, G. J.; Kasiah, J.; Simpson, S.; Brennan, M.; Conlisk, D.; Maturin, L.; George, O.; Chassaing, B.; Frantz, K. J.

2021-07-21 neuroscience
10.1101/2021.07.20.453110 bioRxiv
Show abstract

The gut-brain axis is a bi-directional communication system through which microbial communities in the gut interact with the nervous system, perhaps influencing neuropsychiatric disorders such as drug abuse. This study used behavioral data and biological samples from the Cocaine Biobank to test the hypothesis that the gut microbiota can predict and reflect susceptibility to cocaine reinforcement. Adult male heterogenous rats were catheterized and allowed to self-administer cocaine in short-access sessions (2 hr/day, 10 days, 0.5 mg/kg per intravenous infusion), followed by progressive ratio (PR) tests, long-access sessions (6 hr/day, 14 days), and alternating blocks of PR, long-access, and footshock testing. Fecal samples were collected at three time points and bacterial 16s rRNA genes were sequenced to profile the microbiota. As expected, cocaine-related behavior varied among subjects, such that a quartile split identified low and high responders on each measure, as well as an overall addiction index. Although beta diversity in the microbiota at baseline and after short access did not predict membership in high or low addiction quartiles, linear discriminant analysis (LDA) identified taxa that were more robustly represented in low or high responders. Beta diversity after long access was different among quartiles, as were several specific taxa. Investigation of baseline differences revealed that high relative abundance of Akkermansia muciniphila predicted future low response rates, whereas Ruminococcaceae predicted high response. This study is the first to report that microbiota variability reflects levels of cocaine intake and that microbial profiles might facilitate diagnosis and identify risk factors predictive of drug vulnerability. Significance StatementMicrobial organisms inhabiting the gut of animals appear to influence organismal function through various signaling pathways, ultimately affecting behavior and disease vulnerability. This experiment investigates links between gut bacteria and vulnerability to addiction-related behaviors in adult male rats. Not only did gut bacterial profiles change as a result of cocaine intake but also gut bacterial profiles before any exposure to cocaine predicted which animals would be high or low addiction-prone individuals. These results suggest that microbial profiles might facilitate diagnosis and identify risk factors predictive of drug addiction.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
Neuropharmacology
68 papers in training set
Top 0.1%
12.0%
2
eneuro
439 papers in training set
Top 0.4%
7.9%
3
Addiction Neuroscience
17 papers in training set
Top 0.1%
7.3%
4
Neuropsychopharmacology
153 papers in training set
Top 0.6%
5.2%
5
Drug and Alcohol Dependence
41 papers in training set
Top 0.2%
4.3%
6
Scientific Reports
3612 papers in training set
Top 23%
4.3%
7
Brain, Behavior, and Immunity
116 papers in training set
Top 0.4%
4.1%
8
eLife
5828 papers in training set
Top 32%
3.4%
9
Addiction Biology
51 papers in training set
Top 0.3%
3.3%
50% of probability mass above
10
Translational Psychiatry
260 papers in training set
Top 2%
3.1%
11
Psychopharmacology
69 papers in training set
Top 0.4%
2.5%
12
The Journal of Neuroscience
1025 papers in training set
Top 6%
2.4%
13
Alcohol
18 papers in training set
Top 0.1%
2.1%
14
Pharmacology Biochemistry and Behavior
17 papers in training set
Top 0.1%
1.9%
15
Alcohol, Clinical and Experimental Research
14 papers in training set
Top 0.1%
1.9%
16
Progress in Neuro-Psychopharmacology and Biological Psychiatry
48 papers in training set
Top 0.5%
1.7%
17
PLOS ONE
5266 papers in training set
Top 51%
1.5%
18
Genes, Brain and Behavior
30 papers in training set
Top 0.3%
1.5%
19
Neuroscience
97 papers in training set
Top 1%
1.4%
20
Frontiers in Neuroscience
256 papers in training set
Top 4%
1.3%
21
European Journal of Neuroscience
189 papers in training set
Top 2%
1.3%
22
Behavioural Brain Research
77 papers in training set
Top 1%
1.1%
23
Alcoholism: Clinical and Experimental Research
14 papers in training set
Top 0.2%
1.1%
24
British Journal of Pharmacology
40 papers in training set
Top 0.7%
1.0%
25
Behavioral Neuroscience
25 papers in training set
Top 0.3%
0.8%
26
Frontiers in Psychiatry
87 papers in training set
Top 2%
0.8%
27
Schizophrenia Research
35 papers in training set
Top 0.4%
0.8%
28
Frontiers in Cellular Neuroscience
91 papers in training set
Top 2%
0.8%
29
Journal of Neurochemistry
53 papers in training set
Top 2%
0.6%
30
mSystems
394 papers in training set
Top 7%
0.6%