Systems genetics of intravenous cocaine self-administration in the BXD recombinant inbred mouse panel
Open accessAbstract
Rationale Cocaine addiction is a major public health problem with a substantial genetic basis for which the biological mechanisms remain largely unknown. Systems genetics is a powerful method for discovering novel mechanisms underlying complex traits, and intravenous drug self-administration (IVSA) is the gold standard for assessing volitional drug use in preclinical studies. We have integrated these approaches to identify novel genes and networks underlying cocaine use in mice. Methods Mice from 39 BXD strains acquired cocaine IVSA (0.56 mg/kg/infusion). Mice from 29 BXD strains completed a full dose-response curve (0.032-1.8 mg/kg/infusion). We identified independent genetic correlations between cocaine IVSA and measures of environmental exploration and cocaine sensitization. We identified genome-wide significant quantitative trait loci (QTL) on chromosomes 7 and 11 associated with shifts in the dose-response curve and on chromosome 16 associated with sessions to acquire cocaine IVSA. Using publicly available gene expression data from the nucleus accumbens, midbrain, and prefrontal cortex of drug-naïve mice, we identified Aplp1 and Cyfip2 as positional candidates underlying the behavioral QTL on chromosomes 7 and 11, respectively. A genome-wide significant trans-eQTL linking Fam53b (a GWAS candidate for human cocaine dependence) on chromosome 7 to the cocaine IVSA behavioral QTL on chromosome 11 was identified in the midbrain; Fam53b and Cyfip2 were co-expressed genome-wide significantly in the midbrain. This finding indicates that cocaine IVSA studies using mice can identify genes involved in human cocaine use. Conclusions These data provide novel candidate genes underlying cocaine IVSA in mice and suggest mechanisms driving human cocaine use.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Another study of BXD mouse strains suggested that Cyfip2 is a candidate gene associated with different intake responses in a cocaine self-administration paradigm.
“Another study of BXD mouse strains suggested that Cyfip2 is a candidate gene associated with different intake responses in a cocaine self-administration paradigm174.”
From The WAVE complex in developmental and adulthood brain disorders (2025) · cites this paper as [174]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Pettit, H. O., Ettenberg, A., Bloom, F. E., & Koob, G. F. (1984) · Psychopharmacology · doi:10.1007/bf00427441 · Cited by 651 · see citing works
Differential control over cocaine-seeking behavior by nucleus accumbens core and shell
Ito, R., Robbins, T. W., & Everitt, B. J. (2004) · Nature Neuroscience · doi:10.1038/nn1217 · Cited by 501 · see citing works
Ersche, K. D., Turton, A. J., Chamberlain, S. R., Müller, U., Bullmore, E. T., & Robbins, T. W. (2012) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2012.11091421 · Cited by 252 · see citing works
The HR/LR model: further evidence as an animal model of sensation seeking
Blanchard, M. M., Mendelsohn, D., & Stamp, J. A. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.05.009 · Cited by 121 · see citing works
Marusich, J. A., & Bardo, M. T. (2009) · Behavioural Pharmacology · doi:10.1097/fbp.0b013e328330ad6d · Cited by 72 · see citing works
Flagged first, then by citations
Research works printed but not linked: 45
- Alberts R Schughart K QTLminer: identifying genes regulating quantitative traits BMC Bioinformatics 2010 11 516 20950438 PMC2964687
- Albertson DN Pruetz B Schmidt CJ Kuhn DM Kapatos G Bannon MJ Gene expression profile of the nucleus accumbens of human cocaine abusers: evidence for dysregulation of myelin J Neurochem 2004 88 1211 9 15009677 PMC2215309
- Albertson DN Schmidt CJ Kapatos G Bannon MJ Distinctive profiles of gene expression in the human nucleus accumbens associated with cocaine and heroin abuse Neuropsychopharmacology 2006 31 2304 12 16710320 PMC2239258
- Arrant AE Schramm-Sapyta NL Kuhn CM Use of the light/dark test for anxiety in adult and adolescent male rats Behav Brain Res 2013 256 119 27 23721963 PMC4119594
- Aydin D Weyer SW Muller UC Functions of the APP gene family in the nervous system: insights from mouse models Exp Brain Res 2012 217 423 34 21931985
- Belknap JK Effect of within-strain sample size on QTL detection and mapping using recombinant inbred mouse strains Behav Genet 1998 28 29 38 9573644
- Bocklisch C Pascoli V Wong JC House DR Yvon C de Roo M Tan KR Luscher C Cocaine disinhibits dopamine neurons by potentiation of GABA transmission in the ventral tegmental area Science 2013 341 1521 5 24072923
- Cain ME Saucier DA Bardo MT Novelty seeking and drug use: contribution of an animal model Exp Clin Psychopharmacol 2005 13 367 75 16366767
- Chesler EJ Out of the Bottleneck: The Diversity Outcross and Collaborative Cross Mouse Populations in Behavioral Genetics Research Mamm Genome 2014 25 3 11 24272351 PMC3916706
- Civelek M Lusis AJ Systems genetics approaches to understand complex traits Nat Rev Genet 2014 15 34 48 24296534 PMC3934510
- Contractor A Mulle C Swanson GT Kainate receptors coming of age: milestones of two decades of research Trends Neurosci 2011 34 154 63 21256604 PMC3051042
- Cousins SL Dai W Stephenson FA APLP1 and APLP2, members of the APP family of proteins, behave similarly to APP in that they associate with NMDA receptors and enhance NMDA receptor surface expression J Neurochem 2015 133 879 85 25683482
- Dalley JW Fryer TD Brichard L Robinson ES Theobald DE Laane K Pena Y Murphy ER Shah Y Probst K Abakumova I Aigbirhio FI Richards HK Hong Y Baron JC Everitt BJ Robbins TW Nucleus accumbens D2/3 receptors predict trait impulsivity and cocaine reinforcement Science 2007 315 1267 70 17332411 PMC1892797
- Deroche-Gamonet V Belin D Piazza PV Evidence for addiction-like behavior in the rat Science 2004 305 1014 7 15310906
- Dickson PE Rogers TD Lester DB Miller MM Matta SG Chesler EJ Goldowitz D Blaha CD Mittleman G Genotype-dependent effects of adolescent nicotine exposure on dopamine functional dynamics in the nucleus accumbens shell in male and female mice: a potential mechanism underlying the gateway effect of nicotine Psychopharmacology (Berl) 2011 215 631 42 21212937
- Ersche KD Jones PS Williams GB Smith DG Bullmore ET Robbins TW Distinctive personality traits and neural correlates associated with stimulant drug use versus familial risk of stimulant dependence Biol Psychiatry 2013 74 137 44 23273722 PMC3705207
- Ersche KD Turton AJ Pradhan S Bullmore ET Robbins TW Drug addiction endophenotypes: impulsive versus sensation-seeking personality traits Biol Psychiatry 2010 68 770 3 20678754 PMC3485555
- Everitt BJ Robbins TW Second-order schedules of drug reinforcement in rats and monkeys: measurement of reinforcing efficacy and drug-seeking behaviour Psychopharmacology (Berl) 2000 153 17 30 11255926
- Gancarz AM San George MA Ashrafioun L Richards JB Locomotor activity in a novel environment predicts both responding for a visual stimulus and self-administration of a low dose of methamphetamine in rats Behav Processes 2011 86 295 304 21215305 PMC3045732
- Gelernter J Sherva R Koesterer R Almasy L Zhao H Kranzler HR Farrer L Genome-wide association study of cocaine dependence and related traits: FAM53B identified as a risk gene Mol Psychiatry 2014 19 717 23 23958962 PMC3865158
- Goldman D Oroszi G Ducci F The genetics of addictions: uncovering the genes Nat Rev Genet 2005 6 521 32 15995696
- Goldstein A Kalant H Drug policy: striking the right balance Science 1990 249 1513 21 2218493
- Gregus AM Tropea TF Wang Y Hauck SC Costa AC Rajadhyaksha AM Inturrisi CE Deletion of the GluR5 subunit of kainate receptors affects cocaine sensitivity and preference Neurosci Lett 2010 468 186 9 19878705 PMC2815225
- Hall FS Drgonova J Jain S Uhl GR Implications of genome wide association studies for addiction: are our a priori assumptions all wrong? Pharmacol Ther 2013 140 267 79 23872493 PMC3797854
- Klebaur JE Bevins RA Segar TM Bardo MT Individual differences in behavioral responses to novelty and amphetamine self-administration in male and female rats Behav Pharmacol 2001 12 267 75 11548112
- Korte M Herrmann U Zhang X Draguhn A The role of APP and APLP for synaptic transmission, plasticity, and network function: lessons from genetic mouse models Exp Brain Res 2012 217 435 40 22006270
- Kumar V Kim K Joseph C Kourrich S Yoo SH Huang HC Vitaterna MH de Villena FP Churchill G Bonci A Takahashi JS C57BL/6N mutation in cytoplasmic FMRP interacting protein 2 regulates cocaine response Science 2013 342 1508 12 24357318 PMC4500108
- Mantsch JR Yuferov V Mathieu-Kia AM Ho A Kreek MJ Effects of extended access to high versus low cocaine doses on self-administration, cocaine-induced reinstatement and brain mRNA levels in rats Psychopharmacology (Berl) 2004 175 26 36 15042275
- Marinelli M Cooper DC Baker LK White FJ Impulse activity of midbrain dopamine neurons modulates drug-seeking behavior Psychopharmacology (Berl) 2003 168 84 98 12721782
- Mead AN Zamanillo D Becker N Stephens DN AMPA-receptor GluR1 subunits are involved in the control over behavior by cocaine-paired cues Neuropsychopharmacology 2007 32 343 53 16495937
- Mello NK Negus SS Preclinical evaluation of pharmacotherapies for treatment of cocaine and opioid abuse using drug self-administration procedures Neuropsychopharmacology 1996 14 375 424 8726752
- Peirce JL Lu L Gu J Silver LM Williams RW A new set of BXD recombinant inbred lines from advanced intercross populations in mice BMC Genet 2004 5 7 15117419 PMC420238
- Philip VM Duvvuru S Gomero B Ansah TA Blaha CD Cook MN Hamre KM Lariviere WR Matthews DB Mittleman G Goldowitz D Chesler EJ High-throughput behavioral phenotyping in the expanded panel of BXD recombinant inbred strains Genes Brain Behav 2010 9 129 59 19958391 PMC2855868
- Piazza PV Deminiere JM Maccari S Mormede P Le Moal M Simon H Individual reactivity to novelty predicts probability of amphetamine self-administration Behav Pharmacol 1990 1 339 345 11175418
- Richardson NR Roberts DC Progressive ratio schedules in drug self-administration studies in rats: a method to evaluate reinforcing efficacy J Neurosci Methods 1996 66 1 11 8794935
- Roberts DC Koob GF Disruption of cocaine self-administration following 6-hydroxydopamine lesions of the ventral tegmental area in rats Pharmacol Biochem Behav 1982 17 901 4 6817350
- Sanchis-Segura C Spanagel R Behavioural assessment of drug reinforcement and addictive features in rodents: an overview Addict Biol 2006 11 2 38 16759333
- Schenck A Bardoni B Moro A Bagni C Mandel JL A highly conserved protein family interacting with the fragile X mental retardation protein (FMRP) and displaying selective interactions with FMRP-related proteins FXR1P and FXR2P Proc Natl Acad Sci U S A 2001 98 8844 9 11438699 PMC37523
- Sora I Li B Igari M Hall FS Ikeda K Transgenic mice in the study of drug addiction and the effects of psychostimulant drugs Ann N Y Acad Sci 2010 1187 218 46 20201856
- Thomsen M Caine SB Intravenous drug self-administration in mice: practical considerations Behav Genet 2007 37 101 18 17226102
- Vassoler FM White SL Schmidt HD Sadri-Vakili G Pierce RC Epigenetic inheritance of a cocaine-resistance phenotype Nat Neurosci 2013 16 42 7 23242310 PMC3531046
- Weissenborn R Robbins TW Everitt BJ Effects of medial prefrontal or anterior cingulate cortex lesions on responding for cocaine under fixed-ratio and second-order schedules of reinforcement in rats Psychopharmacology (Berl) 1997 134 242 57 9438674
- Wise RA Roles for nigrostriatal--not just mesocorticolimbic--dopamine in reward and addiction Trends Neurosci 2009 32 517 24 19758714 PMC2755633
- Wolen AR Phillips CA Langston MA Putman AH Vorster PJ Bruce NA York TP Williams RW Miles MF Genetic dissection of acute ethanol responsive gene networks in prefrontal cortex: functional and mechanistic implications PLoS One 2012 7 e33575 22511924 PMC3325236
- Ye R Carneiro AM Airey D Sanders-Bush E Williams RW Lu L Wang J Zhang B Blakely RD Evaluation of heritable determinants of blood and brain serotonin homeostasis using recombinant inbred mice Genes Brain Behav 2014 13 247 60 24102824 PMC3979832
Cited by
Sorted by citations
Polimanti, R., Wang, Q., Meda, S. A., Patel, K. T., Pearlson, G. D., Zhao, H., Farrer, L. A., Kranzler, H. R., & Gelernter, J. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2016.153 · Cited by 43 · see citing works
The WAVE complex in developmental and adulthood brain disorders
Kim, H.-G., Berdasco, C., Nairn, A. C., & Kim, Y. (2025) · Experimental & Molecular Medicine · doi:10.1038/s12276-024-01386-w · Cited by 8 · see citing works
- Authors
- Dickson, P. E., Miller, M. M., Calton, M. A., Bubier, J. A., Cook, M. N., Goldowitz, D., Chesler, E. J., & Mittleman, G.
- Affiliations
- Jackson Laboratory (US)
- University of Memphis (US)
- Ball State University (US)
- Corresponding author
- Dickson, Price E.
- Mittleman, Guy
- Venue
- Psychopharmacology
- Published
- 2015-11-19
- Volume
- 233
- Issue
- 4
- Pages
- 701-714
- ISSN
- 0033-3158 (ISSN-L)
- 1432-2072
- PMC
- PMC4803082
- OpenAlex
- W2180539245
- Cited by
- 62
- References
- 5
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 1 · 2023: 9 · 2022: 10 · 2021: 10 · 2020: 7 · 2019: 5 · 2018: 4 · 2017: 4 · 2016: 3
- FWCI
- 1.54
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychopharmacology (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- The Mouseion at the JAXlibrary (Jackson Laboratory) (submittedVersion)
- Funders
- National Institute on Drug Abuse (1R01DA020677)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Keywords
- cocaine self-administration, cocaine dependence, BXD recombinant inbred mice, systems genetics, quantitative trait loci, dose-response curves, cocaine sensitization, environmental exploration, APLP1, CYFIP2, trans-eQTL, nucleus accumbens, prefrontal cortex, candidate genes
- MeSH terms
- Animals, Cocaine, Dose-Response Relationship, Drug, Female, Male, Mesencephalon, Mice, Inbred C57BL, Mice, Transgenic, Nucleus Accumbens, Self Administration, Prefrontal Cortex, Cocaine-Related Disorders, Quantitative Trait Loci, Systems Biology, Mice, Genetic Association Studies, Administration, Intravenous
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review