Genome-wide association study of open field behavior in outbred heterogeneous stock rats identifies multiple loci implicated in psychiatric disorders

Many personality traits are influenced by genetic factors. Rodents models provide an efficient system for analyzing genetic contribution to these traits. Using 1,246 adolescent heterogeneous stock (HS) male and female rats, we conducted a genome-wide association study (GWAS) of behaviors measured in an open field, including locomotion, novel object interaction, and social interaction. We identified 30 genome-wide significant quantitative trait loci (QTL). Using multiple criteria, including the presence of high impact genomic variants and co-localization of cis-eQTL, we identified 13 candidate genes (Adarb2, Ankrd26, Cacna1c, Clock, Crhr1, Ctu2, Cyp26b1, Eva1a, Fam114a1, Kcnj9, Mlf2, Rab27b, Sec11a) for these traits. Most of these genes have been implicated by human GWAS of various psychiatric traits. For example, Cacna1c, a gene known to be critical for social behavior in rodents and implicated in human schizophrenia and bipolar disorder, is a candidate gene for distance to the social zone. In addition, the QTL region for total distance to the novel object zone, on Chr1 at 144 Mb, is syntenic to a hotspot on human Chr15 (82.5-90.8 Mb) that contains 14 genes associated with psychiatric or substance abuse traits. Although some of the genes identified by this study appear to replicate findings from prior human GWAS, others likely represent novel findings that can be the catalyst for future molecular and genetic insights into human psychiatric diseases. Together, these findings provide strong support for the use of the HS population to study psychiatric disorders.

Abstract P177: Sex- And Strain- Specific Metabolic Effects Of Postnatal Bpf Exposure In Heterogeneous Stock Rat Founding Inbred Strains

Bisphenol F (BPF) is increasing substituting bisphenol A (BPA), an endocrine disruptor associated with cardiometabolic disease, in manufacturing polycarbonates and consumer products. Interindividual variation in bisphenol levels suggests that gene x environment (GxE) interactions influence cardiometabolic disease risk from bisphenol exposure. Studies show that BPF is a potent endocrine disruptor with effects on thyroid, reproductive health, and neuroendocrine functions. Traditional in vivo toxicity studies are performed in isogenic or genetically undefined outbred rodents, leading to conflicting results possibly due to GxE interactions. The N/NIH Heterogeneous Stock (HS) rats are a genetically heterogeneous population amenable to genetic study. Our overall study hypothesis is that BPF-induced cardiometabolic disease has underlying genetic risk, which can be identified using the HS rat and its founding inbred strains. We previously demonstrated that five weeks of postnatal BPF exposure significantly impacts body growth and adiposity in male HS rats. The goal of this project was to evaluate the metabolic health impact of postnatal BPF exposure in HS founding inbred strains. Weanling littermate pairs of male and female ACI/EurMcwi (ACI), BN/NHsdMcwi (BN), F344/Stm (F344), and WKY/NCrl (WKY) rats were randomly exposed to either vehicle (0.1% EtOH) or 1.125 mg BPF/L in 0.1% EtOH for ten weeks in drinking water. Cardiometabolic measures, tissues, urine, and feces were taken. Our studies determined BPF exposure in ACI female rats significantly increased feeding efficiency (0.54 ± 0.07 vs 0.62 ± 0.06 vs, p=0.04), suggesting a possible decrease in metabolic rate. BPF exposure impacted males more often than females, with ACI males showing significantly increased thyroid mass (0.045 ± 0.004 mg/g vs 0.051 ± 0.003 mg/g, p<0.01), BN males showing a trend in increased pituitary mass (0.026 ± 0.003 mg/g vs 0.029 ± 0.001 mg/g, p=0.07), and WKY males showing increased adrenal mass (0.164 ± 0.010 mg/g vs 0.176 ± 0.005 mg/g, p<0.01). Our preliminary data suggests that the ACI strain and male BN and WKY are susceptible to metabolic effects of BPF exposure. This work indicates that the HS rat will be a useful model for dissecting GxBPF interactions on metabolic health.

Characterization of cocaine addiction-like behavior in heterogeneous stock rats

Twin studies suggest that approximately 50% of the vulnerability to cocaine use disorder is determined by genetic factors, but genome-wide association studies (GWAS) in humans have only begun to identify specific genes that confer this risk. The identification of a set of single nucleotide polymorphisms (SNPs) associated with increased vulnerability to develop compulsive cocaine use represents a major goal for understanding of the genetic risk factors to cocaine use disorder and facilitating the identification of novel druggable targets. Here we characterized addiction-like behaviors in heterogeneous stock (HS) rats, a unique outbred strain of rats characterized by high genetic variability that has been developed to mimic genetic variability in humans. HS rats were allowed to self-administer cocaine 6h/daily for 14 days. Animals were also screened for compulsive cocaine use, using progressive-ratio (PR) and responding despite adverse consequences (contingent foot shocks). To minimize cohort-specific effects, we used large cohorts (n = 46-60) and normalized the level of responding within cohorts using a Z-score. To take advantage of the three behaviors related to compulsive intake and further identify subjects that are consistently vulnerable vs. resilient to compulsive cocaine use we computed an Addiction index by averaging normalized responding (Z-scores) for the three behavioral tests. Results showed high individual variability between vulnerable and resilient rats that is likely to facilitate detection of gene variants associated with vulnerable vs. resilient individuals. Such data will have considerable translational value for designing pharmacogenetic studies in humans.

Individual difference in addiction-like behaviors and choice between cocaine versus food in Heterogeneous Stock rats

Rationale and objectives: Recent studies reported that when given a mutually exclusive choice between cocaine and palatable food, most rats prefer the non-drug reward over cocaine. However, these studies used rat strains with limited genetic and behavioral diversity. Here, we used a unique outbred strain of rats (Heterogeneous Stock, HS) that mimic the genetic variability of humans. Methods: We first identified individual differences in addiction-like behaviors (low and high). Next, we tested choice between cocaine and palatable food using a discrete choice procedure. We characterized the individual differences using an Addiction score that incorporates key features of addiction: escalated intake, highly motivated responding (progressive ratio), and responding despite adverse consequences (footshock punishment). We assessed food vs. cocaine choice at different drug-free days (without pre-trial cocaine self administration) during acquisition of cocaine self-administration or after escalation of cocaine self-administration. We also assessed drug vs. food choice immediately after 1-, 2-, or 6-h cocaine self-administration. Results: Independent of the addiction score, without pre-trial coccaine (1 or more abstinence days) HS rats strongly preferred the palatable food over cocaine, even if the food reward was delayed or its size was reduced. However, rats with high but not low addiction score modestly increased cocaine choice immediately after 1-, 2- or 6-h cocaine self-administration. Conclusions: Like other strains, HS rats strongly prefer palatable food over cocaine. Individual differences in addiction score were associated with increased drug choice in the presence but not absence (abstinence) of cocaine. The HS strain may be useful in studies on mechanisms of addiction vulnerability.

Bisphenol F exposure in adolescent heterogeneous stock (HS) rats affects growth and adiposity

Bisphenol F (BPF) is increasingly substituting bisphenol A (BPA) in manufacturing polycarbonates and consumer products. The cardiometabolic effects of BPF in either humans or model organisms are not clear, and no studies to date have investigated the role of genetic background on susceptibility to BPF-induced cardiometabolic traits. The primary goal of this project was to determine if BPF exposure influences growth and adiposity in male N: NIH Heterogeneous Stock (HS) rats, a genetically heterogeneous population. Littermate pairs of male HS rats were randomly exposed to either vehicle (0.1% Ethanol) or 1.125 µg/ml BPF in 0.1% Ethanol for five weeks in drinking water starting at three weeks-of-age. Water consumption and body weight was measured weekly, body composition was determined using nuclear magnetic resonance (NMR), urine and feces were collected in metabolic cages, and blood and tissues were collected at the end of the study. BPF-exposed rats showed significantly increased body growth and abdominal adiposity, risk factors for cardiometabolic disease. Urine output was increased in BPF-exposed rats, driving a trend in increased creatinine clearance. We also report the first relationship between a bisphenol metabolizing enzyme and a bisphenol-induced phenotype. Preliminary heritability estimates of significant phenotypes suggest that BPF exposure may alter trait variation. These findings support BPF exposure as a cardiometabolic disease risk factor and indicate that the HS rat will be a useful model for dissecting gene by BPF interactions on metabolic health.

Sensitivity to food and cocaine cues are independent traits in a large sample of heterogeneous stock rats

Sensitivity to cocaine and its associated stimuli (“cues”) are important factors in the development and maintenance of addiction. Rodent studies suggest that this sensitivity is related, in part, to the propensity to attribute incentive salience to food cues, which, in turn, contributes to the maintenance of cocaine self-administration, and cue-induced relapse of drug-seeking. Whereas each of these traits has established links to drug use, the relatedness between the individual traits themselves has not been well characterized in preclinical models. To this end, the propensity to attribute incentive salience to a food cue was first assessed in two distinct cohorts of 2716 outbred heterogeneous stock rats (HS; formerly N:NIH). We then determined whether each cohort was associated with performance in one of two paradigms (cocaine conditioned cue preference and cocaine contextual conditioning). These measure the unconditioned locomotor effects of cocaine, as well as conditioned approach and the locomotor response to a cocaine-paired floor or context. There was large individual variability and sex differences among all traits, but they were largely independent of one another in both males and females. These findings suggest that these traits may contribute to drug-use via independent underlying neuropsychological processes.