Skip to main content

Advertisement

Log in

Substance dependence low-density whole genome association study in two distinct American populations

  • Original Investigation
  • Published:
Human Genetics Aims and scope Submit manuscript

Abstract

Cocaine and opioid dependence are common, complex disorders with high heritability that commonly co-occur with other substance dependence disorders. Improved insight into the genetic basis of substance dependence would help elucidate its etiology and could inform its prevention and treatment. To generate new hypotheses about the genetics of substance dependence, we genotyped 5633 tagging single nucleotide polymorphism (SNP) markers in 1699 subjects from 339 African American (AA) families and 334 European American (EA) families ascertained through a sib pair meeting DSM-IV criteria for either cocaine or opioid dependence. The associations between genetic markers and five substance dependence traits (cocaine dependence, opioid dependence, cocaine-induced paranoia, alcohol dependence, and nicotine dependence) were assessed by family based association tests (FBAT). Results were ranked according to several criteria including statistical significance, concordance of results across population samples, and potential biological relevance of the implicated gene. The top-ranked result was an association of SNP rs1133503 in the MANEA gene with cocaine-induced paranoia (CIP). Our study provides an initial substance dependence trait-specific blueprint of associated regions for future candidate gene studies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Agrawal A, Edenberg H.J, Foroud T, Bierut LJ, Dunne G, Hinrichs AL, Nurnberger JI, Crowe R, Kuperman S, Schuckit MA et al (2006) Association of GABRA2 with drug dependence in the collaborative study of the genetics of alcoholism sample. Behav Genet 36:640–650

    Article  PubMed  Google Scholar 

  • Agrawal A, Hinrichs AL, Dunn G, Bertelsen S, Dick DM, Saccone SF, Saccone NL, Grucza RA, Wang JC, Cloninger CR et al (2007) Linkage scan for quantitative traits identifies new regions of interest for substance dependence in the Collaborative Study on the Genetics of Alcoholism (COGA) sample. Drug Alcohol Depend

  • American Psychiatric Association (1994) Diagnostic and statistical manual of mental disorders, 4th edn. American Psychiatric Press, Washington, D.C

    Google Scholar 

  • Bart G, Heilig M, LaForge KS, Pollak L, Leal SM, Ott J, Kreek MJ (2004) Substantial attributable risk related to a functional mu-opioid receptor gene polymorphism in association with heroin addiction in central Sweden. Mol Psychiatry 9:547–549

    Article  PubMed  CAS  Google Scholar 

  • Berrettini W, Yuan X, Tozzi F, Song K, Francks C, Chilcoat H, Waterworth D, Muglia P, Mooser V (2008) Alpha-5/alpha-3 nicotinic receptor subunit alleles increase risk for heavy smoking. Mol Psychiatry 13:368–373

    Article  PubMed  CAS  Google Scholar 

  • Bierut LJ, Madden PA, Breslau N, Johnson EO, Hatsukami D, Pomerleau OF, Swan GE, Rutter J, Bertelsen S, Fox L et al (2007) Novel genes identified in a high-density genome wide association study for nicotine dependence. Hum Mol Genet 16:24–35

    Article  PubMed  CAS  Google Scholar 

  • Brognard J, Sierecki E, Gao T, Newton AC (2007) PHLPP and a second isoform, PHLPP2, differentially attenuate the amplitude of Akt signaling by regulating distinct Akt isoforms. Mol Cell 25:917–931

    Article  PubMed  CAS  Google Scholar 

  • Carlisle DL, Liu X, Hopkins TM, Swick MC, Dhir R, Siegfried JM (2007) Nicotine activates cell-signaling pathways through muscle-type and neuronal nicotinic acetylcholine receptors in non-small cell lung cancer cells. Pulm Pharmacol Ther 20:629–641

    Article  PubMed  CAS  Google Scholar 

  • Chanock SJ, Manolio T, Boehnke M, Boerwinkle E, Hunter DJ, Thomas G, Hirschhorn JN, Abecasis G, Altshuler D, Bailey-Wilson JE et al (2007) Replicating genotype-phenotype associations. Nature 447: 655–660

    Article  PubMed  CAS  Google Scholar 

  • Christensen K, Murray JC (2007) What genome-wide association studies can do for medicine. N Engl J Med 356:1094–1097

    Article  PubMed  CAS  Google Scholar 

  • Chung RH, Morris RW, Zhang L, Li YJ, Martin ER (2007) X-APL: an improved family-based test of association in the presence of linkage for the X chromosome. Am J Hum Genet 80:59–68

    Article  PubMed  CAS  Google Scholar 

  • Colhoun HM, McKeigue PM, Davey Smith G (2003) Problems of reporting genetic associations with complex outcomes. Lancet 361:865–872

    Article  PubMed  Google Scholar 

  • Covault J, Gelernter J, Hesselbrock V, Nellissery M, Kranzler HR (2004) Allelic and haplotypic association of GABRA2 with alcohol dependence. Am J Med Genet B Neuropsychiatr Genet 129:104–109

    Article  PubMed  Google Scholar 

  • Crawley AC, Walkley SU (2007) Developmental analysis of CNS pathology in the lysosomal storage disease alpha-mannosidosis. J Neuropathol Exp Neurol 66:687–697

    Article  PubMed  Google Scholar 

  • Dick DM, Bierut LJ (2006) The genetics of alcohol dependence. Curr Psychiatry Rep 8:151–157

    Article  PubMed  Google Scholar 

  • Ding J, Lin S, Liu Y (2006) Monte Carlo pedigree disequilibrium test for markers on the X chromosome. Am J Hum Genet 79:567–573

    Article  PubMed  CAS  Google Scholar 

  • Edenberg HJ, Xuei X, Chen HJ, Tian H, Wetherill LF, Dick DM, Almasy L, Bierut L, Bucholz KK, Goate A et al (2006) Association of alcohol dehydrogenase genes with alcohol dependence: a comprehensive analysis. Hum Mol Genet 15:1539–1549

    Article  PubMed  CAS  Google Scholar 

  • Fagerstrom KO (1978) Measuring degree of physical dependence to tobacco smoking with reference to individualization of treatment. Addict Behav 3:235–241

    Article  PubMed  CAS  Google Scholar 

  • Fehr C, Sander T, Tadic A, Lenzen KP, Anghelescu I, Klawe C, Dahmen N, Schmidt LG, Szegedi A (2006) Confirmation of association of the GABRA2 gene with alcohol dependence by subtype-specific analysis. Psychiatr Genet 16:9–17

    Article  PubMed  Google Scholar 

  • Gelernter J, Liu X, Hesselbrock V, Page G.P, Goddard A, Zhang H (2004) Results of a genomewide linkage scan: support for chromosomes 9 and 11 loci increasing risk for cigarette smoking. Am J Med Genet B Neuropsychiatr Genet 128:94–101

    Article  PubMed  Google Scholar 

  • Gelernter J, Panhuysen C, Weiss R, Brady K, Hesselbrock V, Rounsaville B, Poling J, Wilcox M, Farrer L, Kranzler HR (2005) Genomewide linkage scan for cocaine dependence and related traits: significant linkages for a cocaine-related trait and cocaine-induced paranoia. Am J Med Genet B Neuropsychiatr Genet 136:45–52

    PubMed  Google Scholar 

  • Gelernter J, Panhuysen C, Wilcox M, Hesselbrock V, Rounsaville B, Poling J, Weiss R, Sonne S, Zhao H, Farrer L et al (2006a) Genomewide linkage scan for opioid dependence and related traits. Am J Hum Genet 78:759–769

    Article  PubMed  CAS  Google Scholar 

  • Gelernter J, Yu Y, Weiss R, Brady K, Panhuysen C, Yang BZ, Kranzler HR, Farrer L (2006b) Haplotype spanning TTC12 and ANKK1, flanked by the DRD2 and NCAM1 loci, is strongly associated to nicotine dependence in two distinct American populations. Hum Mol Genet 15:3498–3507

    Article  PubMed  CAS  Google Scholar 

  • Gelernter J, Panhuysen C, Weiss R, Brady K, Poling J, Krauthammer M, Farrer L, Kranzler HR (2007) Genomewide linkage scan for nicotine dependence: identification of a chromosome 5 risk locus. Biol Psychiatry 61:119–126

    Article  PubMed  CAS  Google Scholar 

  • Guindalini C, Scivoletto S, Ferreira RG, Breen G., Zilberman M, Peluso MA, Zatz M (2005) Association of genetic variants in alcohol dehydrogenase 4 with alcohol dependence in Brazilian patients. Am J Psychiatry 162:1005–1007

    Article  PubMed  Google Scholar 

  • Harlan JE, Hajduk PJ, Yoon HS, Fesik SW (1994) Pleckstrin homology domains bind to phosphatidylinositol-4,5-bisphosphate. Nature 371:168–170

    Article  PubMed  CAS  Google Scholar 

  • Heatherton TF, Kozlowski LT, Frecker RC, Fagerstrom KO (1991) The Fagerstrom Test for Nicotine Dependence: a revision of the Fagerstrom Tolerance Questionnaire. Br J Addict 86:1119–1127

    Article  PubMed  CAS  Google Scholar 

  • Hirschhorn JN, Daly MJ (2005) Genome-wide association studies for common diseases and complex traits. Nat Rev Genet 6:95–108

    Article  PubMed  CAS  Google Scholar 

  • Horvath S, Xu X, Laird NM (2001) The family based association test method: strategies for studying general genotype–phenotype associations. Eur J Hum Genet 9:301–306

    Article  PubMed  CAS  Google Scholar 

  • Karkowski LM, Prescott CA, Kendler KS (2000) Multivariate assessment of factors influencing illicit substance use in twins from female–female pairs. Am J Med Genet 96: 665–670

    Article  PubMed  CAS  Google Scholar 

  • Kendler KS, Prescott CA (1998) Cocaine use, abuse and dependence in a population-based sample of female twins. Br J Psychiatry 173:345–350

    Article  PubMed  CAS  Google Scholar 

  • Kendler KS, Thornton LM, Pedersen NL (2000) Tobacco consumption in Swedish twins reared apart and reared together. Arch Gen Psychiatry 57:886–892

    Article  PubMed  CAS  Google Scholar 

  • Kendler KS, Jacobson KC, Prescott CA, Neale MC (2003) Specificity of genetic and environmental risk factors for use and abuse/dependence of cannabis, cocaine, hallucinogens, sedatives, stimulants, and opiates in male twins. Am J Psychiatry 160:687–695

    Article  PubMed  Google Scholar 

  • Kranzler HR, Gelernter J, O’Malley S, Hernandez-Avila CA, Kaufman D (1998) Association of alcohol or other drug dependence with alleles of the μ opioid receptor gene (OPRM1). Alc Clin Exp Res 22:1359–1362

    CAS  Google Scholar 

  • Kruglyak L (1999) Prospects for whole-genome linkage disequilibrium mapping of common disease genes. Nat Genet 22:139–144

    Article  PubMed  CAS  Google Scholar 

  • Lachman HM, Fann CS, Bartzis M, Evgrafov OV, Rosenthal RN, Nunes EV, Miner C, Santana M, Gaffney J, Riddick A et al (2007) Genomewide suggestive linkage of opioid dependence to chromosome 14q. Hum Mol Genet 16:1327–1334

    Article  PubMed  CAS  Google Scholar 

  • Lappalainen J, Krupitsky E, Remizov M, Pchelina S, Taraskina A, Zvartau E, Somberg LK, Covault J, Kranzler HR, Krystal JH et al (2005) Association between alcoholism and gamma-amino butyric acid alpha2 receptor subtype in a Russian population. Alcohol Clin Exp Res 29:493–498

    Article  PubMed  CAS  Google Scholar 

  • Li MD (2008) Identifying susceptibility loci for nicotine dependence: 2008 update based on recent genome-wide linkage analyses. Hum Genet 123:119–131

    Article  PubMed  CAS  Google Scholar 

  • Li MD, Payne TJ, Ma JZ, Lou XY, Zhang D, Dupont RT, Crews KM, Somes G, Williams NJ, Elston RC (2006) A genomewide search finds major susceptibility loci for nicotine dependence on chromosome 10 in African Americans. Am J Hum Genet 79:745–751

    Article  PubMed  CAS  Google Scholar 

  • Li MD, Ma JZ, Payne TJ, Lou XY, Zhang D, Dupont RT, Elston RC (2008) Genome-wide linkage scan for nicotine dependence in European Americans and its converging results with African Americans in the Mid-South Tobacco Family sample. Mol Psychiatry 13:407–416

    Article  PubMed  CAS  Google Scholar 

  • Loukola A, Broms U, Maunu H, Widen E, Heikkila K, Siivola M, Salo A, Pergadia ML, Nyman E, Sammalisto S et al (2007) Linkage of nicotine dependence and smoking behavior on 10q, 7q and 11p in twins with homogeneous genetic background. Pharmacogenomics J. 1–11 [Epub ahead of print]

  • Luo X, Kranzler HR, Zhao H, Gelernter J (2003) Haplotypes at the OPRM1 locus are associated with susceptibility to substance dependence in European-Americans. Am J Med Genet B Neuropsychiatr Genet 120: 97–108

    Article  PubMed  Google Scholar 

  • Luo X, Kranzler HR, Zuo L, Wang S, Blumberg HP, Gelernter J (2005a) CHRM2 gene predisposes to alcohol dependence, drug dependence and affective disorders: results from an extended case–control structured association study. Hum Mol Genet 14:2421–2434

    Article  PubMed  CAS  Google Scholar 

  • Luo X, Kranzler HR, Zuo L, Yang BZ, Lappalainen J, Gelernter J (2005b) ADH4 gene variation is associated with alcohol and drug dependence: results from family controlled and population-structured association studies. Pharmacogenet Genomics 15:755–768

    PubMed  CAS  Google Scholar 

  • Luo X, Kranzler HR, Zuo L, Lappalainen J, Yang BZ, Gelernter J (2006) ADH4 gene variation is associated with alcohol dependence and drug dependence in European Americans: results from HWD tests and case–control association studies. Neuropsychopharmacology 31:1085–1095

    Article  PubMed  CAS  Google Scholar 

  • Ma JZ, Beuten J, Payne TJ, Dupont RT, Elston RC, Li MD (2005) Haplotype analysis indicates an association between the DOPA decarboxylase (DDC) gene and nicotine dependence. Hum Mol Genet 14:1691–1698

    Article  PubMed  CAS  Google Scholar 

  • Maes T, Barcelo A, Buesa C (2002) Neuron navigator: a human gene family with homology to unc-53, a cell guidance gene from Caenorhabditis elegans. Genomics 80:21–30

    Article  PubMed  CAS  Google Scholar 

  • Maystadt I, Rezsohazy R, Barkats M, Duque S, Vannuffel P, Remacle S, Lambert B, Najimi M, Sokal E, Munnich A et al (2007) The nuclear factor kappaB-activator gene PLEKHG5 is mutated in a form of autosomal recessive lower motor neuron disease with childhood onset. Am J Hum Genet 81:67–76

    Article  PubMed  CAS  Google Scholar 

  • O’Connell JR, Weeks DE (1998) PedCheck: a program for identification of genotype incompatibilities in linkage analysis. Am J Hum Genet 63:259–266

    Article  PubMed  CAS  Google Scholar 

  • Pierucci-Lagha A, Gelernter J, Feinn R, Cubells JF, Pearson D, Pollastri A, Farrer L, Kranzler HR (2005) Diagnostic reliability of the semi-structured assessment for drug dependence and alcoholism (SSADDA). Drug Alcohol Depend 80:303–312

    Article  PubMed  Google Scholar 

  • Pierucci-Lagha A, Gelernter J, Chan G, Arias A, Cubells JF, Farrer L, Kranzler HR (2007) Reliability of DSM-IV diagnostic criteria using the semi-structured assessment for drug dependence and alcoholism (SSADDA). Drug Alcohol Depend 91:85–90

    Article  PubMed  Google Scholar 

  • Risch N, Merikangas K (1996) The future of genetic studies of complex human diseases. Science 273:1516–1517

    Article  PubMed  CAS  Google Scholar 

  • Saccone SF, Hinrichs AL, Saccone NL, Chase GA, Konvicka K, Madden PA, Breslau N, Johnson EO, Hatsukami D, Pomerleau O et al (2007) Cholinergic nicotinic receptor genes implicated in a nicotine dependence association study targeting 348 candidate genes with 3713 SNPs. Hum Mol Genet 16:36–49

    Article  PubMed  CAS  Google Scholar 

  • Saraswati S, Adolfsen B, Littleton JT (2007) Characterization of the role of the Synaptotagmin family as calcium sensors in facilitation and asynchronous neurotransmitter release. Proc Natl Acad Sci USA 104:14122–14127

    Article  PubMed  CAS  Google Scholar 

  • Skol AD, Scott LJ, Abecasis GR, Boehnke M (2006) Joint analysis is more efficient than replication-based analysis for two-stage genome-wide association studies. Nat Genet 38:209–213

    Article  PubMed  CAS  Google Scholar 

  • Soyka M, Preuss UW, Hesselbrock V, Zill P, Koller G, Bondy B (2008) GABA-A2 receptor subunit gene (GABRA2) polymorphisms and risk for alcohol dependence. J Psychiatr Res 42:184–191

    Article  PubMed  CAS  Google Scholar 

  • Tabor HK, Risch NJ, Myers RM (2002) Opinion: Candidate-gene approaches for studying complex genetic traits: practical considerations. Nat Rev Genet 3:391–397

    Article  PubMed  CAS  Google Scholar 

  • The Welcome Trust Case Control Consortium (2007) Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 447:661–678

    Article  CAS  Google Scholar 

  • True WR, Xian H, Scherrer JF, Madden PA, Bucholz KK, Heath AC, Eisen SA, Lyons MJ, Goldberg J, Tsuang M (1999) Common genetic vulnerability for nicotine and alcohol dependence in men. Arch Gen Psychiatry 56:655–661

    Article  PubMed  CAS  Google Scholar 

  • Tsuang MT, Lyons MJ, Eisen SA, Goldberg J, True W, Lin N, Meyer JM, Toomey R, Faraone SV, Eaves L (1996) Genetic influences on DSM-III-R drug abuse and dependence: a study of 3,372 twin pairs. Am J Med Genet 67:473–477

    Article  PubMed  CAS  Google Scholar 

  • Van Steen K, McQueen MB, Herbert A, Raby B, Lyon H, Demeo DL, Murphy A, Su J, Datta S, Rosenow C, Christman M, Silverman EK, Laird NM, Weiss ST, Lange C (2005) Genomic screening and replication using the same data set in family-based association testing. Nat Genet 37:683–691

    Article  PubMed  CAS  Google Scholar 

  • Wang JC, Hinrichs AL, Stock H, Budde J, Allen R, Bertelsen S, Kwon JM, Wu W, Dick DM, Rice J et al (2004) Evidence of common and specific genetic effects: association of the muscarinic acetylcholine receptor M2 (CHRM2) gene with alcohol dependence and major depressive syndrome. Hum Mol Genet 13:1903–1911

    Article  PubMed  CAS  Google Scholar 

  • WHO (2004) Neuroscience of psychoactive substance use and dependence. WHO

  • Yang BZ, Kranzler HR, Zhao H, Gruen JR, Luo X, Gelernter J (2007) Association of Haplotypic Variants in DRD2, ANKK1, TTC12 and NCAM1 to Alcohol Dependence in Independent Case-control and Family Samples. Hum Mol Genet 16(23):2844–2853

    Article  PubMed  CAS  Google Scholar 

  • Yu Y, Panhuysen C, Kranzler HR, Hesselbrock V, Rounsaville B, Weiss R, Brady K, Farrer LA, Gelernter J (2006) Intronic variants in the dopa decarboxylase (DDC) gene are associated with smoking behavior in European-Americans and African-Americans. Hum Mol Genet 15:2192–2199

    Article  PubMed  CAS  Google Scholar 

  • Zhang H, Luo X, Kranzler HR, Lappalainen J, Yang BZ, Krupitsky E, Zvartau E, Gelernter J (2006b) Association between two {micro}-opioid receptor gene (OPRM1) haplotype blocks and drug or alcohol dependence. Hum Mol Genet 15:807–819

    Article  PubMed  CAS  Google Scholar 

  • Zhang H, Ye Y, Wang X, Gelernter J, Ma JZ, Li MD (2006a) DOPA decarboxylase gene is associated with nicotine dependence. Pharmacogenomics 7:1159–1166

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

This work was supported by NIH (NIDA) grants R01 DA12690, R01 DA12849, K24 DA15105, K24 DA022288, and K24 AA013736. Dr. Kathleen Brady (Medical University of South Carolina) provided valuable patient recruitment and supervision at the MUSC site. We thank John Farrell for database management assistance. Genotyping services were provided by the Center for Inherited Disease Research (CIDR). CIDR is fully funded through a federal contract from the National Institutes of Health to The Johns Hopkins University contract number N01-HG-65403.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Joel Gelernter.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Yu, Y., Kranzler, H.R., Panhuysen, C. et al. Substance dependence low-density whole genome association study in two distinct American populations. Hum Genet 123, 495–506 (2008). https://doi.org/10.1007/s00439-008-0501-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00439-008-0501-0

Keywords

Navigation