1
|
King CP, Chitre AS, Leal-Gutiérrez JD, Tripi JA, Hughson AR, Horvath AP, Lamparelli AC, George A, Martin C, Pierre CLS, Sanches T, Bimschleger HV, Gao J, Cheng R, Nguyen KM, Holl KL, Polesskaya O, Ishiwari K, Chen H, Woods LCS, Palmer AA, Robinson TE, Flagel SB, Meyer PJ. Genomic Loci Influencing Cue-Reactivity in Heterogeneous Stock Rats. bioRxiv 2024:2024.03.13.584852. [PMID: 38559127 PMCID: PMC10980002 DOI: 10.1101/2024.03.13.584852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Addiction vulnerability is associated with the tendency to attribute incentive salience to reward predictive cues; both addiction and the attribution of incentive salience are influenced by environmental and genetic factors. To characterize the genetic contributions to incentive salience attribution, we performed a genome-wide association study (GWAS) in a cohort of 1,645 genetically diverse heterogeneous stock (HS) rats. We tested HS rats in a Pavlovian conditioned approach task, in which we characterized the individual responses to food-associated stimuli ("cues"). Rats exhibited either cue-directed "sign-tracking" behavior or food-cup directed "goal-tracking" behavior. We then used the conditioned reinforcement procedure to determine whether rats would perform a novel operant response for unrewarded presentations of the cue. We found that these measures were moderately heritable (SNP heritability, h2 = .189-.215). GWAS identified 14 quantitative trait loci (QTLs) for 11 of the 12 traits we examined. Interval sizes of these QTLs varied widely. 7 traits shared a QTL on chromosome 1 that contained a few genes (e.g. Tenm4, Mir708) that have been associated with substance use disorders and other mental health traits in humans. Other candidate genes (e.g. Wnt11, Pak1) in this region had coding variants and expression-QTLs in mesocorticolimbic regions of the brain. We also conducted a Phenome-Wide Association Study (PheWAS) on other behavioral measures in HS rats and found that regions containing QTLs on chromosome 1 were also associated with nicotine self-administration in a separate cohort of HS rats. These results provide a starting point for the molecular genetic dissection of incentive salience and provide further support for a relationship between attribution of incentive salience and drug abuse-related traits.
Collapse
Affiliation(s)
- Christopher P. King
- Department of Psychology, University at Buffalo, Buffalo, USA
- Clinical and Research Institute on Addictions, Buffalo, USA
| | - Apurva S. Chitre
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | | | - Jordan A. Tripi
- Department of Psychology, University at Buffalo, Buffalo, USA
| | - Alesa R. Hughson
- Department of Psychology, University of Michigan, Ann Arbor, USA
| | - Aidan P. Horvath
- Department of Psychology, University of Michigan, Ann Arbor, USA
| | | | - Anthony George
- Clinical and Research Institute on Addictions, Buffalo, USA
| | - Connor Martin
- Clinical and Research Institute on Addictions, Buffalo, USA
| | | | - Thiago Sanches
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | | | - Jianjun Gao
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | - Riyan Cheng
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | - Khai-Minh Nguyen
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | - Katie L. Holl
- Department of Physiology, Medical College of Wisconsin, Milwaukee, USA
| | - Oksana Polesskaya
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | - Keita Ishiwari
- Clinical and Research Institute on Addictions, Buffalo, USA
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo USA
| | - Hao Chen
- Department of Pharmacology, Addiction Science and Toxicology, University of Tennessee Health Science Center, Memphis, USA
| | - Leah C. Solberg Woods
- Department of Internal Medicine, Molecular Medicine, Center on Diabetes, Obesity and Metabolism, Wake Forest School of Medicine, Winston-Salem, USA
| | - Abraham A. Palmer
- Department of Psychiatry, University of California San Diego, La Jolla, USA
- Institute for Genomic Medicine, University of California San Diego, La Jolla, USA
| | | | - Shelly B. Flagel
- Department of Psychiatry, University of Michigan, Ann Arbor, USA
- Michigan Neuroscience Institute, University of Michigan, Ann Arbor, USA
| | - Paul J. Meyer
- Department of Psychology, University at Buffalo, Buffalo, USA
| |
Collapse
|
2
|
Sias AC, Jafar Y, Goodpaster CM, Ramírez-Armenta K, Wrenn TM, Griffin NK, Patel K, Lamparelli AC, Sharpe MJ, Wassum KM. Dopamine projections to the basolateral amygdala drive the encoding of identity-specific reward memories. Nat Neurosci 2024; 27:728-736. [PMID: 38396258 DOI: 10.1038/s41593-024-01586-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 01/24/2024] [Indexed: 02/25/2024]
Abstract
To make adaptive decisions, we build an internal model of the associative relationships in an environment and use it to make predictions and inferences about specific available outcomes. Detailed, identity-specific cue-reward memories are a core feature of such cognitive maps. Here we used fiber photometry, cell-type and pathway-specific optogenetic manipulation, Pavlovian cue-reward conditioning and decision-making tests in male and female rats, to reveal that ventral tegmental area dopamine (VTADA) projections to the basolateral amygdala (BLA) drive the encoding of identity-specific cue-reward memories. Dopamine is released in the BLA during cue-reward pairing; VTADA→BLA activity is necessary and sufficient to link the identifying features of a reward to a predictive cue but does not assign general incentive properties to the cue or mediate reinforcement. These data reveal a dopaminergic pathway for the learning that supports adaptive decision-making and help explain how VTADA neurons achieve their emerging multifaceted role in learning.
Collapse
Affiliation(s)
- Ana C Sias
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yousif Jafar
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Caitlin M Goodpaster
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Tyler M Wrenn
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nicholas K Griffin
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Keshav Patel
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Melissa J Sharpe
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
- Brain Research Institute, University of California, Los Angeles, Los Angeles, CA, USA
- Integrative Center for Learning and Memory, University of California, Los Angeles, Los Angeles, CA, USA
- Integrative Center for Addictive Disorders, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Psychology, University of Sydney, Sydney, New South Wales, Australia
| | - Kate M Wassum
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA.
- Brain Research Institute, University of California, Los Angeles, Los Angeles, CA, USA.
- Integrative Center for Learning and Memory, University of California, Los Angeles, Los Angeles, CA, USA.
- Integrative Center for Addictive Disorders, University of California, Los Angeles, Los Angeles, CA, USA.
| |
Collapse
|
3
|
Ishiwari K, King CP, Martin CD, Tripi JA, George AM, Lamparelli AC, Chitre AS, Polesskaya O, Richards JB, Solberg Woods LC, Gancarz AM, Palmer AA, Dietz DM, Mitchell SH, Meyer PJ. Environmental enrichment promotes adaptive responding during tests of behavioral regulation in male heterogeneous stock rats. Sci Rep 2024; 14:4182. [PMID: 38378969 PMCID: PMC10879139 DOI: 10.1038/s41598-024-53943-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 02/06/2024] [Indexed: 02/22/2024] Open
Abstract
Organisms must regulate their behavior flexibly in the face of environmental challenges. Failure can lead to a host of maladaptive behavioral traits associated with a range of neuropsychiatric disorders, including attention deficit hyperactivity disorder, autism, and substance use disorders. This maladaptive dysregulation of behavior is influenced by genetic and environmental factors. For example, environmental enrichment produces beneficial neurobehavioral effects in animal models of such disorders. The present study determined the effects of environmental enrichment on a range of measures related to behavioral regulation using a large cohort of male, outbred heterogeneous stock (HS) rats as subjects. Subjects were reared from late adolescence onwards either in pairs in standard housing with minimal enrichment (n = 200) or in groups of 16 in a highly enriched environment consisting of a large multi-level cage filled with toys, running wheels, and shelters (n = 64). Rats were subjected to a battery of tests, including: (i) locomotor response to novelty, (ii) light reinforcement, (iii) social reinforcement, (iv) reaction time, (v) a patch-depletion foraging test, (vi) Pavlovian conditioned approach, (vii) conditioned reinforcement, and (viii) cocaine conditioned cue preference. Results indicated that rats housed in the enriched environment were able to filter out irrelevant stimuli more effectively and thereby regulate their behavior more efficiently than standard-housing rats. The dramatic impact of environmental enrichment suggests that behavioral studies using standard housing conditions may not generalize to more complex environments that may be more ethologically relevant.
Collapse
Affiliation(s)
- Keita Ishiwari
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Christopher P King
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
- Department of Psychology, University at Buffalo, Buffalo, NY, 14260, USA
| | - Connor D Martin
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | - Jordan A Tripi
- Department of Psychology, University at Buffalo, Buffalo, NY, 14260, USA
| | - Anthony M George
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | | | - Apurva S Chitre
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Oksana Polesskaya
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Jerry B Richards
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | - Leah C Solberg Woods
- Department of Internal Medicine, Molecular Medicine, Center on Diabetes, Obesity and Metabolism, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Amy M Gancarz
- Department of Psychology, California State University, Bakersfield, CA, USA
| | - Abraham A Palmer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA
| | - David M Dietz
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Suzanne H Mitchell
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
- Oregon Institute for Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Paul J Meyer
- Department of Psychology, University at Buffalo, Buffalo, NY, 14260, USA.
| |
Collapse
|
4
|
Ishiwari K, King CP, Martin CD, Tripi JA, George AM, Lamparelli AC, Chitre A, Polesskaya O, Richards JB, Woods LCS, Gancarz A, Palmer AA, Dietz DM, Mitchell SH, Meyer PJ. Environmental enrichment promotes adaptive responding during tests of behavioral regulation in male heterogeneous stock rats. bioRxiv 2023:2023.06.30.547228. [PMID: 37503161 PMCID: PMC10369912 DOI: 10.1101/2023.06.30.547228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Organisms must regulate their behavior flexibly in the face of environmental challenges. Failure can lead to a host of maladaptive behavioral traits associated with a range of neuropsychiatric disorders, including attention deficit hyperactivity disorder, autism, and substance use disorders. This maladaptive dysregulation of behavior is influenced by genetic and environmental factors. For example, environmental enrichment produces beneficial neurobehavioral effects in animal models of such disorders. The present study determined the effects of environmental enrichment on a range of measures related to behavioral regulation using a large cohort of male, outbred heterogeneous stock (HS) rats as subjects to mimic the genetic variability found in the human population. Subjects were reared from late adolescence onwards either in pairs in standard housing with minimal enrichment (n=200) or in groups of 16 in a highly enriched environment consisting of a large multi-level cage filled with toys, running wheels, and shelters (n=64). Rats were subjected to a battery of tests, including: (i) locomotor response to novelty, (iI) light reinforcement, (iii) social reinforcement, (iv) reaction time, (v) a patch-depletion foraging test, (vi) Pavlovian conditioned approach, (vii) conditioned reinforcement, and (viii) cocaine conditioned cue preference. Results indicated that rats housed in the enriched environment were able to filter out irrelevant stimuli more effectively and thereby regulate their behavior more efficiently than standard-housing rats. The dramatic impact of environmental enrichment suggests that behavioral studies using standard housing conditions may not generalize to more complex environments that may be more ethologically relevant.
Collapse
Affiliation(s)
- Keita Ishiwari
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Christopher P. King
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
- Department of Psychology, University at Buffalo, Buffalo, NY, USA
| | - Connor D. Martin
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | - Jordan A. Tripi
- Department of Psychology, University at Buffalo, Buffalo, NY, USA
| | - Anthony M. George
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | | | - Apurva Chitre
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Oksana Polesskaya
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Jerry B. Richards
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | - Leah C. Solberg Woods
- Department of Internal Medicine, Molecular Medicine, Center on Diabetes, Obesity and Metabolism, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Amy Gancarz
- Department of Psychology, California State University, Bakersfield, Bakersfield, CA, USA
| | - Abraham A. Palmer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA
| | - David M. Dietz
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Suzanne H. Mitchell
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
- Oregon Institute for Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Paul J. Meyer
- Department of Psychology, University at Buffalo, Buffalo, NY, USA
| |
Collapse
|
5
|
King CP, Tripi JA, Hughson AR, Horvath AP, Lamparelli AC, Holl KL, Chitre AS, Polesskaya O, Ishiwari K, Solberg Woods LC, Palmer AA, Robinson TE, Flagel SB, Meyer PJ. Sensitivity to food and cocaine cues are independent traits in a large sample of heterogeneous stock rats. Sci Rep 2021; 11:2223. [PMID: 33500444 PMCID: PMC7838206 DOI: 10.1038/s41598-020-80798-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 12/15/2020] [Indexed: 11/09/2022] Open
Abstract
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.
Collapse
Affiliation(s)
- Christopher P King
- Behavioral Neuroscience Program, Department of Psychology, University At Buffalo, Park Hall B72, Buffalo, NY, 14260, USA
| | - Jordan A Tripi
- Behavioral Neuroscience Program, Department of Psychology, University At Buffalo, Park Hall B72, Buffalo, NY, 14260, USA
| | - Alesa R Hughson
- Department of Psychology, University of Michigan, Ann Arbor, USA
| | - Aidan P Horvath
- Department of Psychology, University of Michigan, Ann Arbor, USA
| | - Alexander C Lamparelli
- Behavioral Neuroscience Program, Department of Psychology, University At Buffalo, Park Hall B72, Buffalo, NY, 14260, USA
| | - Katie L Holl
- Department of Pediatrics, Human and Molecular Genetics Center and Children's Research Institute, Medical College of Wisconsin, Milwaukee, USA
| | - Apurva S Chitre
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | - Oksana Polesskaya
- Department of Psychiatry, University of California San Diego, La Jolla, USA
| | - Keita Ishiwari
- Clinical and Research Institute On Addictions, Buffalo, USA
- Department of Pharmacology and Toxicology, University At Buffalo, Buffalo, USA
| | - Leah C Solberg Woods
- Department of Internal Medicine, Molecular Medicine, Center on Diabetes, Obesity and Metabolism, Wake Forest School of Medicine, Winston-Salem, USA
| | - Abraham A Palmer
- Department of Psychiatry, University of California San Diego, La Jolla, USA
- Institute for Genomic Medicine, University of California San Diego, La Jolla, USA
| | - Terry E Robinson
- Department of Psychology, University of Michigan, Ann Arbor, USA
| | - Shelly B Flagel
- Department of Psychiatry, University of Michigan, Ann Arbor, USA
- Michigan Neuroscience Institute, University of Michigan, Ann Arbor, USA
| | - Paul J Meyer
- Behavioral Neuroscience Program, Department of Psychology, University At Buffalo, Park Hall B72, Buffalo, NY, 14260, USA.
| |
Collapse
|